Updated on 2025/06/03

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写真a

 
Yusuke Saigusa
 
Organization
Yokohama City University Hospital YCU Center for Novel and Exploratory Clinical Trials Lecturer
Title
Lecturer
Profile

離散データ、クラスターデータ、経時測定データ等の統計解析手法の開発に取り組み、医学研究や生態学研究におけるデータへの応用を研究している。日本計量生物学会の実務試験統計家に認定されている。

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Degree

  • 博士(理学) ( 東京理科大学 )

Research Interests

  • 生態学

  • 医学

  • 統計学

  • 機械学習

Research Areas

  • Natural Science / Applied mathematics and statistics

  • Informatics / Statistical science

Education

  • Tokyo University of Science

    2012.4 - 2017.3

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  • Tokyo University of Science   Faculty of Science and Technology   Information Science

    2008.4 - 2012.3

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Research History

  • Yokohama City University   Head

    2024.4

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  • Yokohama City University   Lecturer

    2023.4

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  • Yokohama City University   Hospital YCU Center for Novel and Exploratory Clinical Trials

    2017.4 - 2024.3

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  • Yokohama City University   Assistant Professor

    2017.4 - 2023.3

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Professional Memberships

  • JAPANESE SOCIETY OF COMPUTATIONAL STATISTICS

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  • THE JAPAN STATISTICAL SOCIETY

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  • JAPANESE SOCIETY OF APPLIED STATISTICS

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  • THE BIOMETRIC SOCIETY OF JAPAN

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Committee Memberships

  • 応用統計学会   評議員・企画理事  

    2024.4   

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  • 統計質保証推進協会   統計検定問題策定委員会 研究分科会委員  

    2020.5   

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  • 統計関連学会連合   運営委員  

    2019.4 - 2021.3   

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    Committee type:Academic society

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  • 横浜市立大学 臨床研究審査委員会   技術専門員  

    2018.4 - 2020.3   

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Papers

  • Bayesian method for comparing F1 scores in the absence of a gold standard. Reviewed International journal

    Jun Tamura, Yusuke Saigusa, Junichi Fujita, Kouji Yamamoto

    Journal of Biopharmaceutical Statistics   1 - 10   2025.1

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    In the field of medicine, evaluating the diagnostic performance of new diagnostic methods can be challenging, especially in the absence of a gold standard. This study proposes a methodology for assessing the performance of diagnostic tests by estimating the posterior distribution of the F1 score using latent class analysis, without relying on a gold standard. The proposed method utilizes Markov Chain Monte Carlo sampling to estimate the posterior distribution of the F1 score, enabling a comprehensive evaluation of diagnostic test methods. By applying this method to internet addiction, we demonstrate how latent class analysis can be effectively used to assess diagnostic performance, offering a practical solution for situations where no gold standard is available. The effectiveness of the proposed approach was evaluated through simulation studies by examining the coverage probability of the 95% highest density interval of the estimated posterior distributions.

    DOI: 10.1080/10543406.2025.2450319

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  • Head-to-head comparison among FAST, MAST, and multiparametric MRI-based new score in diagnosing at-risk MASH. Reviewed International journal

    Kento Imajo, Yusuke Saigusa, Takashi Kobayashi, Koki Nagai, Shinya Nishida, Nobuyoshi Kawamura, Hiroyoshi Doi, Michihiro Iwaki, Asako Nogami, Yasushi Honda, Takaomi Kessoku, Yuji Ogawa, Hiroyuki Kirikoshi, Shigehiro Kokubu, Daisuke Utsunomiya, Hirokazu Takahashi, Shinichi Aishima, Yoshio Sumida, Satoru Saito, Masato Yoneda, Andrea Dennis, Stella Kin, Anneli Andersson, Atsushi Nakajima

    European Radiology   https://doi.org/10.1007/s00330-024-11215-3   2024.12

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    OBJECTIVES: New scores were developed to identify at-risk metabolic dysfunction-associated steatohepatitis (MASH) using multiparametric MRI (mpMRI). MATERIALS AND METHODS: A prospective study was conducted on 176 patients with suspected or diagnosed metabolic dysfunction-associated steatotic liver disease (MASLD) paired with an MR scan, vibration-controlled transient elastography (VCTE), and liver biopsy. Liver stiffness measurement (LSM) using magnetic resonance elastography (MRE), proton density fat fraction (PDFF), and mpMRI-based corrected T1 (cT1) were combined to develop a one-step strategy, named MPcT (MRE + PDFF + cT1, combined score), and a two-step strategy-MRE-based LSM followed by PDFF with cT1 (M-PcT, paired score) for diagnosing at-risk MASH. Each model was categorized using rule-in and rule-out criteria (three categorized analyses). To avoid overfitting, the diagnostic accuracies were evaluated based on 5-fold cross-validation. RESULTS: PDFF + cT1 (PcT) had the highest diagnostic performance for severe activity (hepatic inflammation plus ballooning grade ≥ 3) and for NAS ≥ 4 (active MASH). Areas under receiver operating characteristic curves (AUROCs) of M-PcT (0.832) for detecting at-risk MASH were significantly higher than those of Fibroscan-AST (FAST) (0.744, p = 0.017), MRI-AST (MAST) (0.710, p = 0.002), and MPcT (0.695, p < 0.001) in three categorized analysis. Following the rule-in criteria, positive predictive values of M-PcT (84.5%) were higher than those of FAST (73.5%), MAST (70.0%), and MPcT (66.7%). Following the rule-out criteria, negative predictive values of M-PcT (88.7%) were higher than those of FAST (84.0%), MAST (73.9%), and MPcT (84.9%). CONCLUSIONS: The two-step strategy, M-PcT (paired score), showed the reliability of rule-in/-out for at-risk MASH, with better predictive performance compared with FAST and MAST (combined score). CLINICAL TRIAL REGISTRATION: This study is registered with ClinicalTrials.gov (number, UMIN000012757). KEY POINTS: Question There is no mpMRI-based method for detecting as-risk MASH (NAFLD activity score ≥ 4 with fibrosis stage ≥ 2) like FAST and MAST scores. Findings MRE-based LSMs followed by PDFF with cT1 (M-PcT) were more useful in detecting at-risk MASH than the combined score (FAST and MAST). Clinical relevance By combining MRE and PDFF with cT1, it becomes possible to evaluate the pathology of MASH without the need for a liver biopsy, assisting in prognosis prediction and decision-making for treatment options.

    DOI: 10.1007/s00330-024-11215-3

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  • Hypotension after general anaesthesia induction using remimazolam or propofol in geriatric patients undergoing sevoflurane anaesthesia with remifentanil: a single-centre, double-blind, randomised controlled trial. Reviewed International journal

    Ryuki Takaki, Masashi Yokose, Takahiro Mihara, Yusuke Saigusa, Hiroyuki Tanaka, Natsuhiro Yamamoto, Kenichi Masui, Takahisa Goto

    British Journal of Anaesthesia   133 ( 1 )   24 - 32   2024.7

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    BACKGROUND: The occurrence of hypotension after induction of general anaesthesia is common in geriatric patients, and should be prevented to minimise perioperative complications. Compared with propofol, remimazolam potentially has a lower incidence of hypotension. This study aimed to compare the incidence of hypotension after general anaesthesia induction with remimazolam or propofol in geriatric patients. METHODS: This single-centre, double-blind, randomised trial enrolled 90 patients aged ≥80 yr who received general anaesthesia for scheduled surgery. Patients were randomised to receive remimazolam (12 mg kg-1 h-1) or propofol (0.025 mg kg-1 s-1) for anaesthesia induction, with remifentanil and sevoflurane. The presence or absence of hypertension on the ward served as the stratification factor. The incidence of hypotension after the induction of general anaesthesia, defined as a noninvasive mean arterial pressure of <65 mm Hg measured every minute from initiation of drug administration to 3 min after tracheal intubation, was the primary outcome. Subgroup analysis was performed for the primary outcome using preoperative ward hypertension, clinical frailty scale, Charlson Comorbidity Index, and age. RESULTS: Three subjects were excluded before drug administration, and 87 subjects were included in the analysis. The incidence of hypotension was 72.1% (31/43) and 72.7% (32/44) with remimazolam or propofol, respectively. No statistically significant differences (adjusted odds ratio, 0.96; 95% confidence interval, 0.37-2.46; P=0.93) were observed between groups. Subgroup analysis revealed no significant differences between groups. CONCLUSIONS: Compared with propofol, remimazolam did not reduce the incidence of hypotension after general anaesthesia induction in patients aged ≥80 yr. CLINICAL TRIAL REGISTRATION: UMIN000042587.

    DOI: 10.1016/j.bja.2024.04.013

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  • Robust minimum divergence estimation in a spatial Poisson point process Reviewed

    Yusuke Saigusa, Shinto Eguchi, Osamu Komori

    Ecological Informatics   81   102569   2024.3

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  • Theoretical Examination and Simulation Study on Analyses for Progression Free Survival as Interval-censored Data Reviewed

    45 ( 1 )   87 - 113   2024

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  • A Learning Program for Treatment Recommendations by Molecular Tumor Boards and Artificial Intelligence Reviewed

    Kuniko Sunami, Yoichi Naito, Yusuke Saigusa, Toraji Amano, Daisuke Ennishi, Mitsuho Imai, Hidenori Kage, Masashi Kanai, Hirotsugu Kenmotsu, Keigo Komine, Takafumi Koyama, Takahiro Maeda, Sachi Morita, Daisuke Sakai, Makoto Hirata, Mamoru Ito, Toshiyuki Kozuki, Hiroyuki Sakashita, Hidehito Horinouchi, Yusuke Okuma, Atsuo Takashima, Toshio Kubo, Shuichi Hironaka, Yoshihiko Segawa, Yoshihiro Yakushijin, Hideaki Bando, Akitaka Makiyama, Tatsuya Suzuki, Ichiro Kinoshita, Shinji Kohsaka, Yuichiro Ohe, Chikashi Ishioka, Kouji Yamamoto, Katsuya Tsuchihara, Takayuki Yoshino

    JAMA Oncology   10 ( 1 )   95 - 102   2023.11

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    Publishing type:Research paper (scientific journal)   Publisher:American Medical Association (AMA)  

    Importance

    Substantial heterogeneity exists in treatment recommendations across molecular tumor boards (MTBs), especially for biomarkers with low evidence levels; therefore, the learning program is essential.

    Objective

    To determine whether a learning program sharing treatment recommendations for biomarkers with low evidence levels contributes to the standardization of MTBs and to investigate the efficacy of an artificial intelligence (AI)–based annotation system.

    Design, Setting, and Participants

    This prospective quality improvement study used 50 simulated cases to assess concordance of treatment recommendations between a central committee and participants. Forty-seven participants applied from April 7 to May 13, 2021. Fifty simulated cases were randomly divided into prelearning and postlearning evaluation groups to assess similar concordance based on previous investigations. Participants included MTBs at hub hospitals, treating physicians at core hospitals, and AI systems. Each participant made treatment recommendations for each prelearning case from registration to June 30, 2021; participated in the learning program on July 18, 2021; and made treatment recommendations for each postlearning case from August 3 to September 30, 2021. Data were analyzed from September 2 to December 10, 2021.

    Exposures

    The learning program shared the methodology of making appropriate treatment recommendations, especially for biomarkers with low evidence levels.

    Main Outcomes and Measures

    The primary end point was the proportion of MTBs that met prespecified accreditation criteria for postlearning evaluations (approximately 90% concordance with high evidence levels and approximately 40% with low evidence levels). Key secondary end points were chronological enhancements in the concordance of treatment recommendations on postlearning evaluations from prelearning evaluations. Concordance of treatment recommendations by an AI system was an exploratory end point.

    Results

    Of the 47 participants who applied, 42 were eligible. The accreditation rate of the MTBs was 55.6% (95% CI, 35.3%-74.5%; P &amp;amp;lt; .001). Concordance in MTBs increased from 58.7% (95% CI, 52.8%-64.4%) to 67.9% (95% CI, 61.0%-74.1%) (odds ratio, 1.40 [95% CI, 1.06-1.86]; P = .02). In postlearning evaluations, the concordance of treatment recommendations by the AI system was significantly higher than that of MTBs (88.0% [95% CI, 68.7%-96.1%]; P = .03).

    Conclusions and Relevance

    The findings of this quality improvement study suggest that use of a learning program improved the concordance of treatment recommendations provided by MTBs to central ones. Treatment recommendations made by an AI system showed higher concordance than that for MTBs, indicating the potential clinical utility of the AI system.

    DOI: 10.1001/jamaoncol.2023.5120

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  • Blood perfusion assessment by indocyanine green fluorescence imaging for minimally invasive rectal cancer surgery (EssentiAL trial): A randomized clinical trial Reviewed

    Watanabe J, Takemasa I, Kotake M, Noura S, Kimura K, Suwa H, Tei M, Takano Y, Munakata K, Matoba S, Yamagishi S, Yasui M, Kato T, Ishibe A, Shiozawa M, Ishii Y, Yabuno T, Nitta T, Saito S, Saigusa Y, Watanabe M

    Annals of Surgery   Online Published   2023.5

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  • Statistical learning for species distribution models in ecological studies Reviewed

    Komori O, Saigusa Y, Eguchi S

    Japanese Journal of Statistics and Data Science   Online Published   2023.5

  • Concordance between recommendations from multidisciplinary molecular tumor boards and central consensus for cancer treatment in Japan Reviewed

    Naito Y, Sunami K, Kage H, Komine K, Amano T, Imai M, Koyama T, Ennishi D, Kanai M, Kenmotsu H, Maeda T, Morita S, Sakai D, Watanabe K, Shirota H, Kinoshita I, Yoshioka M, Mamesaya N, Ito M, Kohsaka S, Saigusa Y, Yamamoto K, Hirata M, Tsuchihara K, Yoshino T

    JAMA Network Open   5 ( 12 )   e2245081   2022.12

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  • Measure of departure from conditional partial symmetry for square contingency tables Reviewed

    Saigusa Y, Fukumoto N, Nakagawa T, Tomizawa S

    Journal of Mathematics and Statistics   Accepted   2022.9

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  • Geometric mean type measure of the departure from partial symmetry for ordinal square contingency tables Reviewed

    Saigusa Y, Yano T, Ishii A, Tomizawa S

    Advances and Applications in Statistics   76   127-138   2022.5

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  • Generalized quasi-linear mixed-effects model Reviewed

    Saigusa Y, Eguchi S, Komori O

    Statistical Methods in Medical Research   31 ( 7 )   1280 - 1291   2022.3

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  • Effect of nudge-based intervention on adherence to physician visit recommendations and health outcomes among chronic kidney disease Reviewed

    Fukuma S, Sasaki S, Taguri M, Goto R, Misumi T, Saigusa Y, Tsugawa, Y

    Journal of the American Society of Nephrology   33 ( 1 )   175 - 185   2022.1

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  • Measure of departure from conditional symmetry based on cumulative probabilities for square contingency tables Reviewed

    Saigusa Y, Teramoto Y, Tomizawa S

    Symmetry   13 ( 10 )   1897   2021.10

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  • Clinical evidence that a dysregulated master neural network modulator may aid in diagnosing schizophrenia Reviewed International journal

    Nomoto N, Konopaske G T, Yamashita N, Aoki R, Jitsuki-Takahashi A, Nakamura H, Makihara H, Saito M, Saigusa Y, Nakamura F, Watanabe K, Baba T, Benes F M, Tobe B T, Pernia C D, Coyle J T, Sidman R L, Hirayasu Y, Snyder E Y, Goshima Y

    Proceedings of the National Academy of Sciences of the United States of America   118 ( 31 )   e2100032118   2021.8

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    There are no validated biomarkers for schizophrenia (SCZ), a disorder linked to neural network dysfunction. We demonstrate that collapsin response mediator protein-2 (CRMP2), a master regulator of cytoskeleton and, hence, neural circuitry, may form the basis for a biomarker because its activity is uniquely imbalanced in SCZ patients. CRMP2's activity depends upon its phosphorylation state. While an equilibrium between inactive (phosphorylated) and active (nonphosphorylated) CRMP2 is present in unaffected individuals, we show that SCZ patients are characterized by excess active CRMP2. We examined CRMP2 levels first in postmortem brains (correlated with neuronal morphometrics) and then, because CRMP2 is expressed in lymphocytes as well, in the peripheral blood of SCZ patients versus age-matched unaffected controls. In the brains and, more starkly, in the lymphocytes of SCZ patients <40 y old, we observed that nonphosphorylated CRMP2 was higher than in controls, while phosphorylated CRMP2 remained unchanged from control. In the brain, these changes were associated with dendritic structural abnormalities. The abundance of active CRMP2 with insufficient opposing inactive p-CRMP2 yielded a unique lowering of the p-CRMP2:CRMP2 ratio in SCZ patients, implying a disruption in the normal equilibrium between active and inactive CRMP2. These clinical data suggest that measuring CRMP2 and p-CRMP2 in peripheral blood might reflect intracerebral processes and suggest a rapid, minimally invasive, sensitive, and specific adjunctive diagnostic aid for early SCZ: increased CRMP2 or a decreased p-CRMP2:CRMP2 ratio may help cinch the diagnosis in a newly presenting young patient suspected of SCZ (versus such mimics as mania in bipolar disorder, where the ratio is high).

    DOI: 10.1073/pnas.2100032118

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  • Mortality and risk factors on admission in toxic epidermal necrolysis: A cohort study of 59 patients Reviewed

    Watanabe T, Go H, Saigusa Y, Takamura N, Watanabe Y, Yamane Y, Totsuka M, Ishikawa H, Nakamura K, Matsukura S, Kambara T, Takaki S, Yamaguchi Y, Aihara, M

    Allergology International   70   2020.12

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  • Measure of departure from cumulative local symmetry for square contingency tables having ordered categories Reviewed

    Saigusa Y, Takada T, Ishii A, Nakagawa T, Tomizawa S

    Biometrical Letters   57 ( 1 )   23 - 35   2020.6

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  • A measure of departure from partial marginal homogeneity for square contingency tables Reviewed

    Saigusa Y, Kubo Y, Tahata K, Tomizawa S

    Journal of Statistics Applications & Probability Letters: An International Journal   7 ( 1 )   1 - 7   2020

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  • Coronary flow reserve by cardiac magnetic resonance imaging in patients with diabetes mellitus Reviewed

    Kato S, Fukui K, Saigusa Y, Kubota K, Kodama S, Asahina N, Iguchi K, Fukuoka M, Iwasawa T, Utsunomiya D, Kosuge M, Kimura K, Tamura K

    JACC Cardiovasc Imaging   12 ( 12 )   2579 - 2580   2019.12

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  • Radiotherapy for hepatocellular carcinoma results in comparable survival to radiofrequency ablation: A propensity score analysis Reviewed

    Hara, K, Takeda, A, Tsurugai, Y, Saigusa, Y, Sanuki, N, Eriguchi, T, Maeda, S, Tanaka, K, Numata, K

    Hepatology   69   2533 - 2545   2019.6

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  • Measure for departure from cumulative partial symmetry for square contingency tables with ordered categories Reviewed

    Saigusa, Y, Takami, M, Ishii, A, Nakagawa, T, Tomizawa, S

    Journal of Statistics: Advances in Theory and Applications   21   53 - 70   2019

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  • Robust bias correction model for estimation of global trend in marine populations Reviewed

    Komori, O, Eguchi, S, Saigusa, Y, H. Okamura, H, Ichinokawa, M

    Ecosphere   8 ( 12 )   2017

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:WILEY  

    In modeling biological and ecological processes from data, it is essential to deal with data selection bias properly in order to obtain reliable and reasonable predictions. To incorporate the mechanism of selection bias into a statistical analysis, a propensity score (PS) is widely employed as an inverse probability weight in order to obtain a consistent estimation of a binary response variable of interest. However, the estimation performance often becomes unstable due to the mis-estimation of the PS. In order to obtain a consistent estimation as well as to stabilize the estimation performance, we propose a new regression model that incorporates the PS as an explanatory variable. Moreover, we show that the proposed model has a the property of double robustness, which enables us to obtain a consistent estimation of the response without suffering from selection bias if either the PS model or the proposed model is correctly specified. The robust bias correction model also accommodates heterogeneity of data distributions based on an asymmetric logistic model, which in turn improves model fitting and prediction accuracy. The PS in our regression model enables us to estimate consistently the global fish stock status even if the information of the stock status available is biased.

    DOI: 10.1002/ecs2.2038

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  • Decompositions of symmetry using extended palindromic symmetry models for square contingency tables Reviewed

    Saigusa, Y, Tahata, K, Tomizawa, S

    Journal of Statistical Theory and Practice   10   1 - 6   2016

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    DOI: 10.1080/15598608.2015.1048396

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  • Measure of departure from partial symmetry for square contingency tables Reviewed

    Saigusa, Y, Tahata, K, Tomizawa, S

    Journal of Mathematics and Statistics   12   152 - 156   2016

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    DOI: 10.3844/jmssp.2016.152.156

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  • Orthogonal decomposition of symmetry model using ordinal quasi-symmetry model based on f-divergence for square contingency tables Reviewed

    Saigusa, Y, Tahata, K, Tomizawa, S

    Statistics and Probability Letters   101   33 - 37   2015

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    DOI: 10.1016/j.spl.2015.02.023

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  • An extended asymmetry model for square contingency tables with ordered categories Reviewed

    Saigusa, Y, Tahata, K, Tomizawa, S

    Model Assisted Statistics and Applications: An International Journal   9   151 - 157   2014

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    DOI: 10.3233/MAS-130286

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  • Usefulness of magnifying endoscopy with narrow-band imaging for diagnosis of ulcerative colitis-associated neoplasia Reviewed International journal

    Masafumi Nishio, Kingo Hirasawa, Yusuke Saigusa, Zhao Shiqi, Tokomi Kenemura, Takanori Hama, Reo Atsusaka, Daisuke Azuma, Yuichiro Ozeki, Atsushi Sawada, Ryosuke Ikeda, Takehide Fukuchi, Ryosuke Kobayashi, Chiko Sato, Tsuyoshi Ogashiwa, Sawako Chiba, Yoshiaki Inayama, Reiko Kunisaki, Shin Maeda

    Journal of Gastroenterology and Hepatology   40 ( 4 )   900 - 906   2025.4

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    BACKGROUND AND AIM: Qualitative diagnosis of ulcerative colitis-associated neoplasia (UCAN) is crucial for surveillance colonoscopy in patients with ulcerative colitis (UC). Although the utility of magnifying endoscopy with narrow-band imaging (ME-NBI) in sporadic neoplasia diagnosis has been reported, its efficacy in UCAN remains unclear. This study aimed to evaluate the usefulness of ME-NBI for qualitative diagnosis of UCAN. METHODS: We generated 60 ME-NBI images (30 UCANs and 30 nonneoplasia lesions, including 10 polypoid and 20 nonpolypoid lesions) from patients with UC who underwent colonoscopy at our hospital between 2015 and 2023. Eleven endoscopists (seven experts and four trainees) independently assessed these images. Lesions were categorized into high- (≥ 80%), moderate- (50%-79%), and low- (< 50%) accuracy groups on the basis of the correct diagnostic rate. RESULTS: Overall sensitivity, specificity, and correct diagnostic rates were 66.5%, 79.0%, and 71.8%, respectively. Experts tended to exhibit higher specificity than trainees (83% vs. 70%). Polypoid lesions showed higher sensitivity (92% vs. 54%) and lower specificity (61% vs. 88%) than nonpolypoid lesions. Overall, the kappa value was 0.411. In UCAN, 37%, 37%, and 24% were classified into the high-, moderate-, and low-accuracy groups, respectively. All endoscopists assessed one case of UCAN in the low-accuracy group as a nonneoplastic vessel with a surface pattern. Only two nonneoplasias were identified as having nonneoplastic vessel and surface patterns by all endoscopists. CONCLUSIONS: This study demonstrated the usefulness of ME-NBI for qualitative diagnosis, along with its limitations. A unique endoscopic diagnostic algorithm for UCAN, incorporating ME-NBI and other modalities, is necessary.

    DOI: 10.1111/jgh.16877

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  • Novel machine-learning model for predicting lymph node metastasis in resectable pancreatic ductal adenocarcinoma. Reviewed

    Susumu Daibo, Yuki Homma, Hiroki Ohya, Hironori Fukuoka, Kentaro Miyake, Mayumi Ozawa, Takafumi Kumamoto, Ryusei Matsuyama, Yusuke Saigusa, Itaru Endo

    Annals of Gastroenterological Surgery   9 ( 1 )   161 - 168   2025.1

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    AIM: Lymph node metastasis is an adverse prognostic factor in pancreatic ductal adenocarcinoma. However, it remains a challenge to predict lymph node metastasis using preoperative imaging alone. We used machine learning (combining preoperative imaging findings, tumor markers, and clinical information) to create a novel prediction model for lymph node metastasis in resectable pancreatic ductal adenocarcinoma. METHODS: The data of patients with resectable pancreatic ductal adenocarcinoma who underwent surgery between September 1991 and October 2022 were retrospectively examined. Machine-learning software (Statistical Package for the Social Sciences Modeler) was used to create a prediction model, and parameter tuning was performed to improve the model's accuracy. We also analyzed the contribution of each feature to prediction using individual conditional expectation and partial dependence plots. RESULTS: Of the 331 cases included in the study, 241 comprised the training cohort and 90 comprised the test cohort. After parameter tuning, the areas under the receiver operating characteristic curves for the training and test cohorts were 0.780 and 0.795, respectively. Individual conditional expectation and partial dependence plots showed that larger tumor size and carbohydrate antigen 19-9 and Duke pancreatic monoclonal antigen type 2 levels were associated with positive lymph node metastasis prediction in this model; neoadjuvant treatment was associated with negative lymph node metastasis prediction. CONCLUSION: Machine learning may contribute to the creation of an effective predictive model of lymph node metastasis in pancreatic ductal adenocarcinoma. Prediction models using machine learning may contribute to the development of new treatment strategies in resectable pancreatic ductal adenocarcinoma.

    DOI: 10.1002/ags3.12836

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  • Retrospective observational study on telemedicine in sublingual immunotherapy for patients with Japanese cedar pollinosis and house dust mite allergic rhinitis Reviewed International journal

    Yumi Inoo, Hiroshi Iida, Hiroto Nakada, Katsuhiko Tezuka, Yasutake Kikuchi, Eiichi Fujimura, Tasuku Nishikawa, Kazuhiro Yamamoto, Yutaro Ida, Yusuke Saigusa, Takashi Hatano, Masahiko Inamori

    Telemedicine Journal and e-health : the official journal of the American Telemedicine Association   31 ( 1 )   107 - 118   2025.1

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    Introduction: In Japan, telemedicine has gradually expanded due to deregulation in response to the COVID-19 pandemic. However, its current status remains unclear, as it is primarily provided by general practitioners. This study aims to examine the use of telemedicine in sublingual immunotherapy (SLIT) for patients with Japanese cedar pollen allergy and/or house dust mite allergic rhinitis. Methods: We conducted a retrospective analysis of medical record data from seven otorhinolaryngology clinics and performed an exploratory evaluation between a group that combined telemedicine and in-person visits during the initial 6 months of SLIT and another group with only in-person visits. Results: Following propensity score matching, 51 and 82 patients were eligible for the telemedicine and in-person groups, respectively, with 33 cases in both groups. Both groups had similar characteristics after matching. No significant difference was found in the withdrawal rate at 6 months from the start of SLIT (6.1% and 9.1% in each group; p = 1.00), side effects, or treatment efficacy between the two groups. The average copayment for patients tended to be significantly higher in the telemedicine group after one, three, and 6 months following SLIT initiation. Discussion: The situation of patients who receive an appropriate combination of telemedicine and in-person visits is not significantly different from patients who receive in-person visits alone. This study may help indicate the actual status of telemedicine in Japan. Further investigation at more facilities is necessary in the future to dispel concerns in the practice setting.

    DOI: 10.1089/tmj.2024.0065

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  • Effectiveness of mental health education for high school teachers in Japan: A prospective cohort study Reviewed

    Junichi Fujita, Tsukasa Sasaki, Hidehito Miyazaki, Yusuke Saigusa, Noriko Mochida, Kumi Aoyama, Yuichi Takahashi, Chiaki Hironai, Kyohei Yamamoto, Nao Toyohara, Noriaki Nakamura, Akitoyo Hishimoto

    Quality in Primary Care   32 ( 3 )   2024.6

  • Clinical features of patients with systemic sclerosis positive for anti-SS-A antibody: a cohort study of 156 patients. Reviewed International journal

    Tomoya Watanabe, Yasushi Ototake, Asami Akita, Mao Suzuki, Miwa Kanaoka, Jun Tamura, Yusuke Saigusa, Yukie Yamaguchi

    Arthritis Research & Therapy   26 ( 1 )   93 - 93   2024.5

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    BACKGROUND: Anti-SS-A/Ro antibody (anti-SSA), the diagnostic marker of Sjögren's syndrome (SS), is often detected in systemic sclerosis (SSc). Some patients are diagnosed with SSc/SS overlap syndromes, while there are anti-SSA-positive SSc cases without SS. In this study, we investigated the clinical characteristics of SSc with anti-SSA and clarified the clinical impact of this antibody in SSc. METHODS: A retrospective chart review was conducted of 156 patients with SSc at Yokohama City University Hospital from 2018 to 2021. Clinical data, laboratory data, imaging, and autoantibody positivity status were collected and analysed to assess the association between these variables and anti-SSA using multivariable logistic regression analysis. RESULTS: This cohort included 18 men and 138 women with SSc (median age, 69.0 years). Thirty-nine patients had diffuse cutaneous SSc (dcSSc) (25%), and 117 patients had limited cutaneous SSc (75%). Forty-four patients were anti-SSA-positive. Among them, 24 fulfilled the SS criteria. Multivariable logistic regression revealed that anti-SSA was statistically associated with interstitial lung disease (ILD; odds ratio [OR] = 2.67; 95% confidence interval [CI], 1.14-6.3; P = 0.024). Meanwhile, anti-SSA positivity tended to increase the development of digital ulcer (OR = 2.18; 95% CI, 0.99-4.82, P = 0.054). In the comparative analysis of the autoantibody single-positive and anti-SSA/SSc-specific autoantibody double-positive groups, the anti-SSA single-positive group showed a significantly increased risk of ILD (OR = 12.1; 95% CI, 2.13-140.57; P = 0.003). Furthermore, patients with SSc and anti-SSA indicated that anti-SSA-positive SSc without SS was strongly associated with dcSSc when compared to that in patients with SS (OR = 6.45; 95% CI, 1.23-32.60; P = 0.024). CONCLUSIONS: Anti-SSA positivity increases the risk of organ involvement, such as ILD, in patients with SSc. Additionally, the anti-SSA-positive SSc without SS population may have more severe skin fibrosis than others. Anti-SSA may be a potential marker of ILD and skin severity in SSc.

    DOI: 10.1186/s13075-024-03325-6

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  • Chronic Effects of Adaptive Servo-Ventilation Therapy on Mortality and the Urgent Rehospitalization Rate in Patients Experiencing Recurrent Admissions for Heart Failure - A Multicenter Prospective Observational Study (SAVIOR-L). Reviewed

    Yoshihiro Fukumoto, Takeshi Tada, Hideaki Suzuki, Yuji Nishimoto, Kenji Moriuchi, Takuo Arikawa, Hitoshi Adachi, Shin-Ichi Momomura, Yoshihiko Seino, Yoshio Yasumura, Hiroyuki Yokoyama, Go Hiasa, Takayuki Hidaka, Shoichiro Nohara, Hideki Okayama, Hiroyuki Tsutsui, Takatoshi Kasai, Yoshifumi Takata, Mika Enomoto, Yusuke Saigusa, Kouji Yamamoto, Koichiro Kinugawa, Yasuki Kihara

    Circulation Journal : Official journal of the Japanese Circulation Society   88 ( 5 )   692 - 702   2024.4

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    BACKGROUND: This study investigated whether the chronic use of adaptive servo-ventilation (ASV) reduces all-cause mortality and the rate of urgent rehospitalization in patients with heart failure (HF). METHODS AND RESULTS: This multicenter prospective observational study enrolled patients hospitalized for HF in Japan between 2019 and 2020 who were treated either with or without ASV therapy. Of 845 patients, 110 (13%) received chronic ASV at hospital discharge. The primary outcome was a composite of all-cause death and urgent rehospitalization for HF, and was observed in 272 patients over a 1-year follow-up. Following 1:3 sequential propensity score matching, 384 patients were included in the subsequent analysis. The median time to the primary outcome was significantly shorter in the ASV than in non-ASV group (19.7 vs. 34.4 weeks; P=0.013). In contrast, there was no significant difference in the all-cause mortality event-free rate between the 2 groups. CONCLUSIONS: Chronic use of ASV did not impact all-cause mortality in patients experiencing recurrent admissions for HF.

    DOI: 10.1253/circj.CJ-23-0827

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  • Lipoprotein Apheresis Alleviates Treatment-Resistant Peripheral Artery Disease Despite the Normal Range of Atherogenic Lipoproteins: The LETS-PAD Study. Reviewed

    Eiko Ueda, Yoshiyuki Toya, Hiromichi Wakui, Kohei Ishiga, Yuki Kawai, Ryu Kobayashi, Sho Kinguchi, Tomohiko Kanaoka, Yusuke Saigusa, Taro Mikami, Yuichiro Yabuki, Motohiko Goda, Daisuke Machida, Takayuki Fujita, Kotaro Haruhara, Teruyasu Sugano, Kengo Azushima, Kouichi Tamura

    Journal of Atherosclerosis and Thrombosis   31   1370 - 1385   2024.4

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    AIM: Peripheral artery disease (PAD) severely impairs patient prognosis and quality of life (QOL). Although lipoprotein apheresis (LA) has been applied to patients with PAD and elevated serum atherogenic lipoproteins, we hypothesized that LA can be effective for treating PAD even in patients with controlled serum lipoproteins through pleiotropic anti-atherosclerotic effects beyond lipoprotein removal. This study aimed to evaluate the efficacy of LA in patients with treatment-resistant PAD and controlled serum lipoproteins focusing on QOL. METHODS: In a single-arm prospective study, 30 patients with refractory PAD who had controlled serum lipoproteins underwent sequential LA sessions using dextran sulfate adsorption columns, aiming to complete 10 sessions. The ankle-brachial pressure index (ABI) and vascular QOL (VascuQOL) score were evaluated as the primary outcomes. Secondary outcomes included reactive hyperemia index (RHI) and biological antioxidant potential (BAP) as an endothelial function test and serum antioxidative-capacity evaluation, respectively. RESULTS: ABI significantly increased after LA sessions (pre-treatment 0.60±0.09 vs. post-treatment 0.65±0.13, p=0.023). Total VascuQOL score (3.7±1.1 vs 4.6±1.1, p<0.001) and RHI (1.70±0.74 vs 2.34±1.76, p=0.023) significantly improved after the LA sessions. BAP tended to increase after the LA sessions, and the change reached statistical significance 3 months after treatment. CONCLUSION: ABI and QOL improved after a series of LA sessions in conventional treatment-resistant PAD patients with controlled serum lipoprotein levels. Increased antioxidative capacity and ameliorated endothelial function were observed after the LA treatment.

    DOI: 10.5551/jat.64639

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  • Comparison of standardized prophylactic high-dose and intrathecal methotrexate for DLBCL with a high risk of CNS relapse Reviewed

    Masahiro Akimoto, Takuya Miyazaki, Hiroyuki Takahashi, Yusuke Saigusa, Takaaki Takeda, Yuto Hibino, Mayumi Tokunaga, Takuma Ohashi, Ayako Matsumura, Haruka Teshigawara, Taisei Suzuki, Hiroshi Teranaka, Yuki Nakajima, Kenji Matsumoto, Chizuko Hashimoto, Katsumichi Fujimaki, Hiroyuki Fujita, Rika Sakai, Shin Fujisawa, Hideaki Nakajima

    International Journal of Hematology   119 ( 2 )   164 - 172   2024.1

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    DOI: 10.1007/s12185-023-03700-0

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  • Immune mediators as predictive biomarkers for anti-PD-1 antibody therapy in urothelial carcinoma. Reviewed International journal

    Yosuke Shibata, Takeshi Kishida, Taku Kouro, Feifei Wei, Yuka Igarashi, Hidetomo Himuro, Takeaki Noguchi, Mitsuyuki Koizumi, Takahisa Suzuki, Kimito Osaka, Yusuke Saigusa, Tetsuro Sasada

    Frontiers in Pharmacology   14   https://doi.org/10.3389/fphar.2023.1269935   2023.11

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    Introduction: This study aimed to identify immune mediators, including cytokines, chemokines, and growth factors, in the plasma for predicting treatment efficacy and immune-related adverse events (irAEs) in advanced urothelial carcinoma (aUC) treated with immune checkpoint inhibitors (ICIs). Methods: We enrolled 57 patients with aUC who were treated with the anti-programmed cell death protein 1 (PD-1) antibody pembrolizumab after the failure of platinum-based chemotherapy between February 2018 and December 2020. Plasma levels of 73 soluble immune mediators were measured before and 6 weeks after initiating pembrolizumab therapy. The association of estimated soluble immune mediators with clinical outcomes, including overall survival (OS), progression-free survival (PFS), anti-tumor responses, and irAEs, were statistically evaluated. Results: In the multivariate analysis, levels of 18 factors at baseline and 12 factors during treatment were significantly associated with OS. Regarding PFS, baseline levels of 17 factors were significantly associated with PFS. Higher levels of interleukin (IL)-6, IL-8, soluble tumor necrosis factor receptor 1 (sTNF-R1), and IL-12 (p40), both at baseline and post-treatment, were significantly associated with worse OS. Conversely, low IL-6 and high TWEAK levels at baseline were associated with irAEs. Among identified factors, interferon (IFN) γ and IL-12 (p40) were repeatedly identified; high baseline levels of these factors were risk factors for worse OS and PFS, as well as progressive disease. Notably, using correlation and principal component analysis, factors significantly associated with clinical outcomes were broadly classified into three groups exhibiting similar expression patterns. Discussion: Measuring plasma levels of soluble immune mediators, such as IL-6, IL-8, sTNF-R1, IFNγ, and IL-12 (p40), could be recommended for predicting prognosis and irAEs in ICI-treated patients with aUC.

    DOI: 10.3389/fphar.2023.1269935

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  • Measurement accuracy of a microwave doppler sensor beneath the mattress as a continuous respiratory rate monitor: a method comparison study Reviewed

    Hiroyuki Tanaka, Masashi Yokose, Shunsuke Takaki, Takahiro Mihara, Yusuke Saigusa, Takahisa Goto

    Journal of Clinical Monitoring and Computing   38 ( 1 )   77 - 88   2023.10

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    DOI: 10.1007/s10877-023-01081-7

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  • Protective effect of hydroxychloroquine on infections in patients with systemic lupus erythematosus: an observational study using the LUNA registry Reviewed

    Hidekawa C, Yoshimi R, Saigusa Y, Tamura T, Kojitani N, Suzuki N, Sakurai N, Yoshioka Y, Sugiyama-Kawahara Y, Kunishita K, Kishimoto D, Higashitani K, Sato S, Komiya T, Nagai H, Hamada H, Maeda A, Tsuchida N, Hirahara H, Soejima Y, Takase-Minegishi K, Kirino K, Yajima N, Sada K, Miyawaki M, Ichinose K, Ohno S, Kajiyama K, Sato S, Shimojima Y, Nakajima H

    Frontiers in Immunology   Online Published   2023.9

  • Association of PD-L1 tumor proportion score ≥20% with early resistance to osimertinib in patients with EGFR-mutated NSCLC Reviewed

    Hamakawa Y, Agemi Y, Shiba A, Ikeda T, Higashi Y, Aga M, Miyazaki K, Taniguchi Y, Misumi Y, Nakamura Y, Shimokawa T, Saigusa Y, Kobayashi N, Okamoto H, Kaneko T

    Cancer Medicine   Online Published   2023.8

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  • Stomach position evaluated using computed tomography is related to successful post-pyloric enteral feeding tube placement in critically ill patients: a retrospective observational study Reviewed

    Yokose M, Takaki S, Saigusa Y, Mihara T, Ishiwata Y, Kato S, Horie K, Goto T

    Journal of Intensive Care   11   2023.5

  • Predictors of severe submucosal fibrosis during endoscopic submucosal dissection in patients with ulcerative colitis: Retrospective cohort study Reviewed

    Nishio M, Hirasawa K, Saigusa Y, Atsusaka R, Azuma D, Ozeki Y, Sawada A, Ikeda R, Fukuchi T, Kobayashi R, Sato C, Ogashiwa T, Inayama Y, Kunisaki R, Maeda S

    Digestive Endoscopy   Online Published   2023.4

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  • Exploratory randomized phase II trial for optimizing treatment dosage and duration of adjuvant S‐1 plus oxaliplatin in patients with stage III colon cancer: YCOG1402 (SOAP trial) Reviewed

    Yusuke Suwa, Jun Watanabe, Hirokazu Suwa, Mayumi Ozawa, Masashi Momiyama, Atsushi Ishibe, Kotaro Nagamine, Shigeru Yamagishi, Mitsuyoshi Ota, Tadao Fukushima, Hitoshi Sekido, Yusuke Saigusa, Itaru Endo

    Annals of Gastroenterological Surgery   7 ( 6 )   922 - 931   2023.4

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    Abstract

    Introduction

    Conventionally, the recommended duration of adjuvant chemotherapy of colon cancer had been 6 months. The IDEA Collaboration suggested that shortening capecitabin and oxaliplatin (CAPOX) adjuvant chemotherapy may be possible. S‐1 and oxaliplatin (SOX) treatment is standard treatment in metastatic colorectal cancer in Japan. The aim of this study was to optimize treatment dosage and duration of adjuvant SOX in stage III colon cancer.

    Methods

    This trial was as open‐label multi‐center randomized phase II study. Patients with stage III colon cancer were randomly assigned to 3 months or 6 months of adjuvant SOX treatment in different doses: 130 mg/m<sup>2</sup> (3 months) or 100 mg/m<sup>2</sup> (6 months) of oxaliplatin. The primary endpoint was 3‐year disease‐free survival (DFS) and the null hypothesis for the primary endpoint was that the 3‐year DFS was ≤72% in each arm and was tested with a one‐sided significance level of 10%.

    Results

    Eighty‐two patients were assigned to the 6 months arm and 81 to the 3 months arm. The 3‐year DFS was 75.0% (80% CI 67.95–80.72, p = 0.282) in the 6 months arm and 76.9% (80% CI 70.1–82.38, p = 0.171) in the 3 months arm. Treatment completion rate and relative dose intensity (RDI) were higher in 3 months than 6 months arm. The adverse events (AE) were similar in both arms.

    Conclusions

    The 3‐year DFS was not significantly superior to null hypothesis in both 3 months and 6 months arms for the stage III colon cancer. Primary endpoint was not achieved. The SOX regimen was not feasible in long‐term outcomes.

    DOI: 10.1002/ags3.12687

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  • Differences in autonomic nervous system activity between long-acting injectable aripiprazole and oral aripiprazole in schizophrenia Reviewed

    Hattori S, Suda A, Kishida I, Miyauchi M, Shiraishi Y, Noguchi N, Furuno T, Asami T, Fujibayashi M, Tsujita N, Ishii C, Ishii N, Saeki T, Fukushima T, Moritani T, Saigusa Y, Hishimoto A

    BMC Psychiatry   23   135   2023.3

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  • Development and validation of a survival nomogram and calculator for male patients with metastatic castration-resistant prostate cancer treated with abiraterone acetate and/or enzalutamide Reviewed

    Kawahara T, Saigusa Y, Yoneyama S, Kato M, Kojima I, Yamada H, Kamihira O, Tabata K, Tsumura H, Iwamura M, Makiyama K, Uemura H, Miyoshi Y

    BMC Cancer   Accepted   2023.3

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  • Serrated polyps in patients with ulcerative colitis: Unique clinicopathological and biologial characteristics Reviewed

    Nishio M, Kunisaki R, Shibata W, Ajioka Y, Hirasawa K, Takase A, Chiba S, Inayama Y, Ueda W, Okawa K, Otake H, Ogashiwa T, Kinoshita H, Saigusa Y, Kimura H, Kato J, Maeda S

    PLoS One   18 ( 2 )   e0282204   2023.2

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  • 生物多様性ビッグデータに基づいたネイチャーの可視化: その現状と展望 Reviewed

    久保田康裕, 楠本聞太郎, 塩野貴之, 五十里翔吾, 深谷肇一, 高科直, 吉川友也, 重藤優太郎, 新保仁, 竹内彰一, 三枝祐輔, 小森理

    計量生物学   43 ( 2 )   145 - 188   2023.2

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  • ILD-GAP combined with the Charlson Comorbidity Index score (ILD-GAPC) as a prognostic prediction model in patients with interstitial lung disease Reviewed

    Fujii H, Hara Y, Saigusa Y, Tagami Y, Murohashi K, Nagasawa R, Aoki A, Izawa A, Seki K, Watanabe K, Horita N, Kobayashi N, Kaneko T

    Canadian Respiratory Journal   2023   5088207   2023.2

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  • Protocol for a confirmatory trial of the effectiveness and safety of palliative arterial embolization for painful bone metastases Reviewed

    Zenda S, Arai Y, Sugawara S, Inaba Y, Hashimoto K, Yamamoto K, Saigusa Y, Kawaguchi T, Shimada S, Yokoyama M, Miyaji T, Okano T, Nakamura N, Kobayashi E, Takagi T, Matsumoto Y, Uchitomi Y, Sone M

    BMC Cancer   Accepted   2023.1

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  • Ureteral stone volume and female gender predicts perioperative complications after complete ipsilateral upper urinary tract stone removal using flexible ureterorenoscopy Reviewed

    Komeya M, Watanabe T, Odaka H, Kiuchi H, Saigusa Y, Makiyama K, Matsuzaki J

    World Journal of Urology   Accepted   2023.1

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  • Appropriate Preconception Corticosteroid-free Remission Period in Pregnant Women with Ulcerative Colitis

    Ikeda A, Kunisaki R, Aoki S, Yaguchi K, Madarame A, Nishio M, Ogashiwa T, Nakamori Y, Kimura H, Suzuki R, Saigusa Y, Maeda S

    Inflammatory Bowel Diseases   Accepted   2022.12

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  • The psychological distress and suicide-related ideation in hospital workers during the COVID-19 pandemic: Second results from repeated cross-sectional surveys Reviewed

    Ide K, Asami T, Suda A, Yoshimi A, Fujita J, Shiraishi Y, Nomoto M, Miyauchi M, Roppongi T, Furuno T, Watanabe K, Shimada T, Kaneko T, Saigusa Y, Kubota K, Kato H, Odawara T, Hishimoto A

    PLoS One   17 ( 11 )   e0277174   2022.11

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  • Comparison of clinical features between patients with acute exacerbation of idiopathic interstitial pneumonia and collagen vascular disease-associated interstitial pneumonia Reviewed

    Kata Y, Hara Y, Murohashi K, Saigusa Y, Nagasawa R, Tagami Y, Fujii H, Aoki A, Nishikawa Y, Tanaka K, Watanabe K, Horita N, Kobayashi N, Yamamoto M, Kudo M, Kaneko T

    Nagoya Journal of Medical Science   Accepted   2022.11

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  • Risks of malignancies among patients with psoriasis: A cohort study of 360 patients Reviewed

    Watanabe T, Watanabe Y, Asai C, Asami M, Watanabe Y, Saigusa Y, Yamaguchi Y

    The Journal of Dermatology   Online Published   2022.11

  • Effectiveness of anger-focused emotional management training in reducing aggression among nurses Reviewed

    Tanabe Y, Asami T, Yoshimi A, Abe K, Saigusa Y, Hayakawa M, Fujita J, Ide K, Suda A, Hishimoto A

    Nursing Open   Online published   2022.9

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  • Hypotension after general anesthesia induction using remimazolam in geriatric patients: Protocol for a double-blind randomized controlled trial Reviewed

    Yokose M, Takaki R, Mihara T, Saigusa Y, Yamamoto N, Masui K, Goto T

    PLoS One   17 ( 9 )   e0275451   2022.9

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  • Leukotriene Receptor Antagonist Therapy for the Chemoprevention of Human Rectal Aberrant Crypt Foci: Nonrandomized, Open-Label, Controlled Trial Reviewed

    Higurashi T, Ashikari K, Tamura S, Saigusa Y, Takatsu T, Misawa N, Yoshihara T, Matsuura T, Fuyuki A, Ohkubo H, Kessoku T, Hosono K, Yoneda M, Nakajima A

    Cancer Prevention Research   Online published   2022.9

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  • Changes in the number of babies born with Down syndrome in Japan Reviewed

    Sugo Y, Kurasawa K, Saigusa Y, Hamanoue H, Hirahara F, Miyagi E

    The Journal of Obstetrics and Gynaecology Research   48(9)   2385-2391   2022.9

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  • Phase II study of a multi-center randomized controlled trial to evaluate oral Vitamin B12 treatment for Vitamin B12 deficiency after total gastrectomy in gastric cancer patients Reviewed

    Aoyama T, Maezawa Y, Cho H, Saigusa Y, Tamura J, Tsuchida K, Komori K, Kano K, Segami K, Hara K, Senuki K, Suzuki Y, Yamakawa M, Tamagawa H, Oshima T, Yukawa N, Rino Y

    Anticancer Research   42 ( 8 )   3963 - 3970   2022.8

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  • Chronological improvement in precision oncology implementation in Japan Reviewed

    Sunami K, Naito Y, Komine K, Amano T, Ennishi D, Imai M, Kage H, Kanai M, Kenmotsu H, Koyama T, Maeda T, Morita S, Sakai D, Kohsaka S, Tsuchihara K, Saigusa Y, Yoshino T

    Cancer Science   Online published   2022.8

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  • Assessment of diagnostic utility of serum hemeoxygenase-1 measurement for acute exacerbation of interstitial pneumonias Reviewed

    Kata Y, Hara Y, Tagami Y, Yabe A, Murohashi K, Nagasawa R, Nakashima K, Fujii H, Saigusa Y, Shiida M, Watanabe K, Horita N, Kobayashi N, Kaneko T

    Scientific reports   12 ( 1 )   12935   2022.7

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  • Impact of grip strength and gait speed on exercise tolerance in patients with pulmonary hypertension without left heart disease Reviewed

    Okamura M, Konishi M, Saigusa Y, Ando S, Nakayama M, Komura N, Sugano T, Tamura K, Nakamura T

    Heart and Vessels   Online published   2022.5

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  • Direct Comparison of US and MR Elastography for Staging Liver Fibrosis in Patients With Nonalcoholic Fatty Liver Disease Reviewed

    Imajo K, Honda Y, Kobayashi T, Nagai K, Ozaki A, Iwaki M, Kessoku T, Ogawa Y, Takahashi H, Saigusa Y, Yoneda M, Kirikoshi H, Utsunomiya D, Aishima S, Saito S, Nakajima A

    Clinical Gastroenterology and Hepatology   20   908 - 917   2022.4

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  • Effects of electrocardiographic monitoring education on nurses' confidence and psychological stress: an online cross-sectional survey in Japan Reviewed

    Nishiguchi S, Sugaya N, Saigusa Y, Mayama M, Moromizato T, Inamori M, Tokuda Y, Watari T

    International Journal of Environmental Research and Public Health   19:4742   2022.4

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  • Problematic Internet use and daily difficulties among adolescents with school refusal behaviors: An observational cross-sectional analytical study Reviewed

    Fujita J, Aoyama K, Saigusa Y, Miyazaki H, Aoki Y, Asanuma K, Takahashi Y, Hishimoto A

    Medicine®   Accepted   2022.2

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  • Concurrent chemoradiotherapy with cisplatin + S-1 versus cisplatin + other third-generation agents for locally advanced non-small-cell lung cancer: a meta-analysis of individual participant data Reviewed

    Taniguchi Y, Okamoto H, Shimokawa T, Sasaki T, Seto T, Niho S, Ohe Y, Saigusa Y

    BMC Pulmonary Medicine   22 ( 1 )   31   2022.1

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  • MRI-based quantitative r2 * mapping at 3 tesla reflects hepatic iron overload and pathogenesis in nonalcoholic fatty liver disease patients Reviewed

    Imajo K, Kessoku T, Honda Y, Hasegawa S, Tomeno W, Ogawa Y, Motosugi U, Saigusa Y, Yoneda M, Kirikoshi H, Yamanaka S, Utsunomiya D, Saito S, Nakajima A

    Journal of Magnetic Resonance Imaging   55 ( 1 )   111 - 125   2022.1

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  • Gastroesophageal varices evaluation using spleen-dedicated stiffness measurement by vibration-controlled transient elastography Reviewed

    Nagai K, Ogawa Y, Kobayashi T, Iwaki M, Nogami A, Honda Y, Kessoku T, Saigusa Y, Imajo K, Yoneda M, Kirikoshi H, Komatsu T, Saito S, Nakajima A

    JGH Open   6 ( 1 )   11 - 19   2022.1

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  • Prognostic impact of HNF4α expression in interstitial lung disease Reviewed

    Sawazumi T, Baba T, Iwasawa T, Arai H, Matsumura M, Takemura T, Sugiyama M, Sekiya M, Saigusa Y, Ogura T, Inayama Y, Ohashi K, Okudela K

    Pathology international   72 ( 1 )   25 - 34   2021.10

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  • Two-dimensional index of departure from the symmetry model for square contingency tables with nominal categories Reviewed

    Momozaki T, Nakagawa T, Ishii A, Saigusa Y, Tomizawa S

    Symmetry   13 ( 11 )   2031   2021.10

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  • Association between suicidal behaviors and auditory and visual hallucinations in Japanese adolescent psychiatric outpatients at first visit: a cross-sectional study Reviewed International journal

    Toyohara N, Fujita J, Okumura Y, Suda A, Hattori S, Saigusa Y, Aoyama K, Asanuma K, Takahashi Y, Arai T, Hishimoto A

    Child and Adolescent Mental Health   Online published   2021.8

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    BACKGROUND: Suicide remains one of the leading causes of death among adolescents. Although recent studies have suggested a strong association between auditory hallucinations and suicidal behaviors, little is known regarding the association between suicidal behaviors and visual hallucinations, which are also common among adolescent psychiatric patients. METHOD: A cross-sectional study of all first-time patients aged 10-15 years was conducted at three child and adolescent psychiatric outpatient facilities in Kanagawa Prefecture, Japan, from April 2015 to March 2018. Self-reported questionnaires were administered to evaluate auditory and visual hallucinations, suicide planning, and suicide attempts within the two weeks prior to the first visit. Our logistic regression model included three covariates (sex, age, and presence of major depressive episode) for adjustments. Among the 1285 respondents, 37 who had moderate or severe intellectual disability were excluded, leaving 1248 for analysis. RESULTS: Among the 1069 patients who completed questionnaire items on hallucinations, 230 (21.5%) experienced auditory or visual hallucinations. After controlling for all confounders, visual hallucinations, but not auditory hallucinations, were significantly associated with increased odds of suicide planning (odds ratio [OR] 2.5, 95% confidence interval [CI] 1.5-4.1). In contrast, auditory hallucinations, but not visual hallucinations, were significantly associated with increased odds of suicide attempts (OR 2.8, 95% CI 1.3-6.1). No interaction effects were observed between suicidal behaviors and auditory or visual hallucinations. CONCLUSIONS: Clinicians should consider the prevalence of both auditory and visual hallucinations among young adolescent patients, with emphasis on auditory hallucinations, given their association with suicide attempts.

    DOI: 10.1111/camh.12504

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  • Perinatal outcomes of recurrent placental abruption Reviewed

    Kojima, T, Takami, M, Shindo, R, Saigusa, Y, Miyagi, E, Aoki, S

    The Journal of Maternal-Fetal and Neonatal Medicine   online published   2021.7

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  • Evaluation of respiratory rate monitoring using a microwave Doppler sensor mounted on the ceiling of an intensive care unit: a prospective observational study Reviewed International journal

    Tanaka H, Yokose M, Takaki S, Mihara T, Saigusa Y, Goto T

    Journal of Clinical Monitoring and Computing   Online published   2021.6

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    Continuous monitoring of the respiratory rate is crucial in an acute care setting. Contact respiratory monitoring modalities such as capnography and thoracic impedance pneumography are prone to artifacts, causing false alarms. Moreover, their cables can restrict patient behavior or interrupt patient care. A microwave Doppler sensor is a novel non-contact continuous respiratory rate monitor. We compared respiratory rate measurements performed with a microwave Doppler sensor mounted on the ceiling of an intensive care unit with those obtained by conventional methods in conscious and spontaneously breathing patients. Participants' respiratory rate was simultaneously measured by visual counting of chest wall movements for 60 s; a microwave Doppler sensor; capnography, using an oxygen mask; and thoracic impedance pneumography, using electrocardiogram electrodes. Bland-Altman analysis for repeated measures was performed to calculate bias and 95% limits of agreement between the respiratory rate measured by visual counting (reference) and that measured by each of the other methods. Among 52 participants, there were 336 (microwave Doppler sensor), 275 (capnography), and 336 (thoracic impedance pneumography) paired respiratory rate data points. Bias (95% limits of agreement) estimates were as follows: microwave Doppler sensor, 0.3 (- 6.1 to 6.8) breaths per minute (bpm); capnography, - 1.3 (- 8.6 to 6.0) bpm; and thoracic impedance pneumography, 0.1 (- 4.4 to 4.7) bpm. Compared to visual counting, the microwave Doppler sensor showed small bias; however, the limits of agreement were similar to those observed in other conventional methods. Our monitor and the conventional ones are not interchangeable with visual counting.Trial registration number: UMIN000032021, March/30/2018.

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  • Potential benefits of minimally invasive laparoscopy in reducing local recurrence after surgery for low rectal cancer Reviewed International journal

    Numata M, Tamagawa H, Kazama K, Atsumi Y, Iguchi K, Sawazaki S, Aoyama T, Sato S, Sugano N, Godai T, Higuchi A, Saigusa Y, Saeki H, Yamada T, Oshima T, Shiozawa M, Yukawa N, Rino Y

    Anticancer Research   41 ( 5 )   2617 - 2623   2021.5

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    AIM: To compare the mid-term oncological results between patients with low rectal cancer who underwent minimally invasive laparoscopic surgery (MILS) and those who underwent open surgery (OS). PATIENTS AND METHODS: Overall, 262 matched patients who underwent primary resection for low rectal cancer between 2000 and 2019 were divided into MILS (n=131; n=107, conventional laparoscopic surgery; n=24, robotic surgery) and OS (n=131) groups. The short- and mid-term outcomes were compared. RESULTS: Similar baseline characteristics were noted. The operative time was longer and blood loss was lesser in the MILS group; the conversion rate was 3.8%. The incidence of postoperative complications was similar. The 2-year cumulative incidence of local recurrence was noted to be much lower in the MILS group (1.9%) than in the OS group (8.4%). MILS had a significantly low hazard ratio (0.208, p=0.036). CONCLUSION: MILS has potential benefits in reducing local recurrence of low rectal cancer.

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  • Effect of interventions in pregnant women with mildly impaired glucose tolerance Reviewed

    Shindo R, Aoki S, Kasai J, Nakanishi S, Saigusa Y, Miyagi E

    Journal of Obstetrics and Gynaecology Research   47   2021.4

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  • Effect of coexisting advanced extrapulmonary solid cancer on progression of Mycobacterium avium complex lung disease Reviewed

    Inoue R, Watanabe K, Saigusa Y, Hirama N, Hara Y, Kobayashi N, Kudo M, Kaneko T

    Jornal Brasileiro de Pneumologia   47 ( 2 )   e20200520   2021.4

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  • Effect of interprofessional collaboration among nursing home professionals on end-of-life care in nursing homes Reviewed

    Nishiguchi S, Sugaya N, Saigusa Y, Inamori M

    Drug Discoveries & Therapeutics   15 ( 2 )   93 - 100   2021.4

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  • An early screening tool for discharge planning shortened length of hospital stay for elderly patients with community-acquired pneumonia Reviewed International journal

    Chen H, Hara Y, Horita N, Saigusa Y, Kaneko T

    Clinical Interventions in Aging   16   443 - 450   2021.3

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    Background: Community-acquired pneumonia is one of the most common diseases in elderly persons and usually results in a prolonged hospital stay. Discharge planning plays an important role in reducing the length of hospitalization. This study was designed to determine whether early screening for risk factors for delayed discharge could improve the quality of discharge planning. Methods: This retrospective, observational study was conducted in two medical facilities from January 2016 to December 2018. Hospital A used a screening tool on admission (screening group): screening for risk factors for delayed discharge and initiating discharge planning immediately for those for whom it was applicable, and discharge planning in the stable phase for those for whom it was not applicable; and Hospital B initiated discharge planning without screening (usual group). Propensity score-matched pneumonia patients in the two groups were then compared. The primary outcome was length of hospital stay. Results: A total of 648 patients were enrolled in this study. After adjusting for age, sex, aspiration, comorbidity, pneumonia severity index, and key person, 118 pairs underwent analysis. Length of stay was significantly different (20 days vs 13 days, p<0.001) between the groups. There were no differences in duration of antibiotic treatment, in-hospital mortality, and 30-day readmission (9 days vs 9 days, p=0.744; 10 (8.5%) vs 10 (8.5%), p=1.000; 10 (8.5%) vs 9 (7.6%), p=0.811, respectively). Conclusion: Early screening for delayed discharge improved the quality of discharge planning by reducing the length of stay in pneumonia patients.

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  • Use of contrast-enhanced ultrasound with sonazoid for evaluating the radiotherapy efficacy for hepatocellular carcinoma Reviewed

    Funaoka A, Numata K, Takeda A, Saigusa Y, Tsurugai Y, Nihonmatsu H, Chuma M, Fukuda H, Okada M, Nakano M, Maeda S

    Diagnostics   11   2021.3

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  • Does the Endoscopic Surgical Skill Qualification System improve patients’ outcome following laparoscopic surgery for colon cancer? A multicentre, retrospective analysis with propensity score matching Reviewed

    Kazama K, Numata M, Aoyama T, Atsumi Y, Tamagawa H, Godai T, Saeki H, Saigusa Y, Shiozawa M, Yukawa N, Masuda M, Rino Y

    World Journal of Surgical Oncology   19   2021.2

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  • The psychological effects of COVID-19 on hospital workers at the beginning of the outbreak with a large disease cluster on the Diamond Princess cruise ship Reviewed International journal

    Ide K, Asami T, Suda A, Yoshimi A, Fujita J, Nomoto M, Roppongi T, Hino K, Takahashi Y, Watanabe K, Shimada T, Hamasaki T, Endo E, Kaneko T, Suzuki M, Kubota K, Saigusa Y, Kato H, Odawara T, Nakajima H, Takeuchi I, Goto T, Aihara M, Hishimoto A

    PLoS One   16 ( 1 )   e0245294   2021.1

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    The aim of the present study was to investigate the psychological effects of the COVID-19 outbreak and associated factors on hospital workers at the beginning of the outbreak with a large disease cluster on the Diamond Princess cruise ship. This cross-sectional, survey-based study collected demographic data, mental health measurements, and stress-related questionnaires from workers in 2 hospitals in Yokohama, Japan, from March 23, 2020, to April 6, 2020. The prevalence rates of general psychological distress and event-related distress were assessed using the 12-item General Health Questionnaire (GHQ-12) and the 22-item Impact of Event Scale-Revised (IES-R), respectively. Exploratory factor analysis was conducted on the 26-item stress-related questionnaires. Multivariable logistic regression analysis was performed to identify factors associated with mental health outcomes for workers both at high- and low-risk for infection of COVID-19. A questionnaire was distributed to 4133 hospital workers, and 2697 (65.3%) valid questionnaires were used for analyses. Overall, 536 (20.0%) were high-risk workers, 944 (35.0%) of all hospital workers showed general distress, and 189 (7.0%) demonstrated event-related distress. Multivariable logistic regression analyses revealed that 'Feeling of being isolated and discriminated' was associated with both the general and event-related distress for both the high- and low-risk workers. In this survey, not only high-risk workers but also low-risk workers in the hospitals admitting COVID-19 patients reported experiencing psychological distress at the beginning of the outbreak.

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  • Cardiovascular and renal outcomes with SGLT‑2 inhibitors versus GLP‑1 receptor agonists in patients with type 2 diabetes mellitus and chronic kidney disease: a systematic review and network meta‑analysis Reviewed

    Yamada T, Wakabayashi M, Bhalla A, Chopra N, Miyashita H, Mikami T, Ueyama H, Fujisaki T, Saigusa Y, Yamaji T, Azushima K, Urate S, Suzuki T, Abe E, Wakui H, Tamura K

    Cardiovascular Diabetology   20   2021.1

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  • Additional Efficacy of Macrolide for Patients With Acute Deterioration of Interstitial Lung Disease Requiring Corticosteroid Pulse Therapy. Reviewed International journal

    Nagasawa R, Hara Y, Murohashi K, Saigusa Y, Nishikawa Y, Tanaka M, Aoki A, Tagami Y, Kobayashi N, Kudo M, Kaneko T

    American Journal of Therapeutics   Online Published   2021.1

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    DOI: 10.1097/MJT.0000000000001321

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  • High postoperative neutrophil–lymphocyte ratio and low preoperative lymphocyte-monocyte ratio predict poor prognosis in gastric cancer patients receiving gastrectomy with positive lavage cytology: a retrospective cohort study Reviewed

    Sato S, Kunisaki C, Takahashi M, Kubo H, Tsuchiya N, Sato K, Miyamoto H, Tamura Y, Kondo H, Tanaka Y, Kasahara K, Kosaka T, Akiyama H, Saigusa Y, Endo I

    Langenbeck's Archives of Surgery   406(7)   2021.1

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  • Lateral lymph node dissection for mid-to-low rectal cancer: is it safe and effective in a practice-based cohort? Reviewed

    Numata M, Tamagawa H, Kazama K, Kawahara S, Sawazaki S, Aoyama T, Maezawa Y, Kano K, Higuchi A, Godai T, Saigusa Y, Saeki H, Yukawa N, Rino Y

    BMC Surgery   21 ( 1 )   51   2021.1

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  • Clinical utility of a composite scoring system including Charlson Comorbidity Index score in patients with interstitial lung disease Reviewed

    Yagyu H, Murohashi K, Hara Y, Saigusa Y, Aoki A, Kobayashi N, Kaneko T

    Journal of Thoracic Disease   12   2020.10

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  • Safety and Efficacy of Lenvatinib Treatment in Child–Pugh A and B Patients with Unresectable Hepatocellular Carcinoma in Clinical Practice: A Multicenter Analysis Reviewed

    Ogushi K, Chuma M, Uojima H, Hidaka H, Numata K, Kobayashi S, Hirose S, Hattori N, Fujikawa T, Nakazawa T, Wada N, Iwasaki S, Fukushima T, Sano Y, Ueno W, Kawano K, Tsuruya K, Shomura M, Watanabe T, Matsunaga K, Kunishi Y, Saigusa Y, Irie K, Iwabuchi S, Kako M, Morimoto M, Kagawa T, Tanaka K, Maeda S

    Clinical and Experimental Gastroenterology   2020.10

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  • Rationale and design of a randomised, double-blind, placebo-controlled, parallel-group, investigator-initiated phase 2a study to investigate the efficacy and safety of elobixibat in combination with cholestyramine for non-alcoholic fatty liver disease Reviewed International journal

    Kessoku T, Kobayashi T, Ozaki A, Iwaki M, Honda Y, Ogawa Y, Imajo K, Saigusa Y, Yamamoto K, Yamanaka T, Usuda H, Wada K, Yoneda M, Saito S, Nakajima A

    BMJ Open   10 ( 9 )   e037961   2020.9

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    INTRODUCTION: Non-alcoholic fatty liver disease (NAFLD) pathogenesis involves abnormal metabolism of cholesterol and hepatic accumulation of toxic free-cholesterol. Elobixibat (EXB) inhibits the ileal bile acid (BA) transporter. EXB and cholestyramine (CTM) facilitate the removal of free cholesterol from the liver by decreasing BA recirculation to the liver, thereby stimulating novel BA synthesis from cholesterol. In this randomised, double-blind, placebo-controlled, parallel-group, phase IIa study, we aim to provide a proof-of-concept assessment by evaluating the efficacy and safety of EXB in combination with CTM in patients with NAFLD. METHODS AND ANALYSIS: A total of 100 adult patients with NAFLD, diagnosed based on low-density lipoprotein cholesterol (LDL-C) level of >120 mg/dL and liver fat content of ≥8% by MRI-based proton density fat fraction (MRI-PDFF), who meet the inclusion/exclusion criteria will be enrolled. The patients will be randomly assigned to receive the combination therapy of 10 mg EXB and 9 g CTM powder (4 g CTM), 10 mg EXB monotherapy, 9 g CTM powder monotherapy or a placebo treatment (n=25 per group). Blood tests and MRIs will be performed 16 weeks following treatment initiation. The primary study endpoint will be the absolute LDL-C level change at week 16 after treatment initiation. The exploratory endpoint will include absolute changes in the liver fat fraction as measured by MRI-PDFF. This proof-of-concept study will determine whether the combination therapy of EXB and CTM is effective and safe for patients with NAFLD. ETHICS AND DISSEMINATION: Ethics approval was obtained from the Ethics Committee of Yokohama City University Hospital before participant enrolment. The results of this study will be submitted for publication in international peer-reviewed journals and the key findings will be presented at international scientific conferences. TRIAL REGISTRATION NUMBER: NCT04235205.

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  • Efficacy and safety of colorectal endoscopic submucosal dissection in patients with sarcopenia Reviewed

    Goto S, Arimoto J, Higurashi T, Takahashi K, Ohkubo N, Kawamura N, Tamura T, Tomonari H, Iwasaki A, Taniguchi L, Chiba H, Atsukawa K, Saigusa Y, Nakajima A

    Surgical Endoscopy   35   2020.9

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  • Lack of a bridge between screening and medical management for hypertension: health screening cohort in Japan Reviewed

    Fukuma S, Ikenoue T, Saito Y, Yamada Y, Saigusa Y, Misumi T, Taguri M

    BMC Public Health   20   2020.9

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  • Declined functional status prolonged hospital stay for community-acquired pneumonia in seniors Reviewed International journal

    Chen H, Hara Y, Horita N, Saigusa Y, Hirai Y, Kaneko T

    Clinical Interventions in Aging   15   1513 - 1519   2020.8

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    Purpose: Among senior community-acquired pneumonia (CAP) survivors, functional status after hospitalization is often decreased. This study investigated the change of functional status affecting delayed discharge. Patients and Methods: This retrospective observational study was conducted in two medical facilities from January 2016 to December 2018. Hospitalized CAP patients >64 years old were divided into two groups: an early group discharged ≤1 week after ending antibiotic treatment and a delayed group discharged >1 week after ending antibiotic treatment. The primary outcome was decline in functional status. Results: The early group comprised 170 patients and the delayed group comprised 155 patients (median age: 78 vs 82 years; p = 0.007). Distribution of the causative microorganisms and initial prescription of antibiotics showed no significant differences in the two groups (p=0.38; p=0.83, respectively) More patients showed decline in functional status in the delayed group than the early group (16 (9.4%) vs 49 (31.6%), p<0.001), even if rehabilitation was more frequently conducted (77 (45.3%) vs 118 (76.1%); p<0.001). Higher medical expenses were observed in the delayed group ($8631 vs $3817, respectively; p<0.001). Multivariable regression analysis of factors contributing delayed discharge revealed that decreased functional status, pneumonia severity index (PSI) categories, rehabilitation enrolled, aspiration and age were independently associated with delayed discharge (odds ratio 4.31, 95% confidence interval (CI) 2.32-7.98; 2.34, 95% CI 1.43-3.82; 15.96, 95% CI 4.56-55.82 (PSI V vs II); 2.48, 95% CI 1.11-5.98; and 1.03, 95% CI 1.01-1.06; respectively). Conclusion: Functional status decline was independently associated with extended hospitalization.

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  • A method to obtain reproducible Ki-67 indexes in lung adenocarcinoma Reviewed

    Okudela K, Woo T, Saigusa Y, Arai H, Matsumura M, Mitsui H, Sugiyama M, Sekiya M, Ishikawa Y, Oshiro H, Kameda Y, Ohashi K

    Histopathology   78   2020.8

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  • Laparoscopic vs. open surgery for stage II/III colon cancer patients with body mass index >25 kg/m2 Reviewed

    Kazama K, Numata M, Aoyama T, Onodera A, Hara K, Atsumi Y, Tamagawa H, Goda T, Saeki H, Saigusa Y, Okamoto H, Shiozawa M, Oshima T, Yukawa N, Masusa M, Rino Y

    In Vivo   34   2020.7

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  • Systematic review of the association between worsening renal function and mortality in patients with acute decompensated heart failure Reviewed

    Yamada T, Ueyama H, Chopra N, Yamaji T, Azushima K, Kobayashi R, Kinguchi S, Urate S, Suzuki T, Abe E, Saigusa Y, Wakui H, Partridge P, Burger A, Bravo C A, Rodriguez M A, Ivey-Miranda J, Tamura K, Testani J, Coca S

    Kidney International Reports   5   2020.7

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  • In-hospital mortality in acute myocardial infarction according to population density and primary angioplasty procedures volume Reviewed

    Matsuzawa Y, Konishi M, Nakai M, Saigusa Y, Taguri M, Gohbara M, Ebina T, Kosuge M, Hibi K, Nishimura K, Miyamoto Y, Yasuda S, Ogawa H, Saito Y, Nakayama N, Takeuchi I, Tamura K, Kimura K

    Circulation journal : official journal of the Japanese Circulation Society   84 ( 7 )   1140 - 1146   2020.7

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    BACKGROUND: Low population density may be associated with high mortality in acute myocardial infarction (AMI) patients. The purpose of this study was to investigate the effect of population density and hospital primary percutaneous coronary intervention (PCI) volume on AMI in-hospital mortality in Japan.Methods and Results:This is a retrospective study of 64,414 AMI patients transported to hospital by ambulances. The main outcome measure was in-hospital mortality. The median population density was 1,147 (interquartile range, 342-5,210) persons/km2. There was a significant negative relationship between population density and in-hospital mortality (OR for a quartile down in population density 1.086, 95% CI 1.042-1.132, P<0.001). Patients in less densely populated areas were more often transported to hospitals with a lower primary PCI volume, and they had a longer distance to travel. By using multivariable analysis, primary PCI volume was found to be significantly associated with in-hospital mortality, but distance to hospital was not. When divided into the low- and high-volume hospitals, using the cut-off value of 115 annual primary PCI procedures, the increase in in-hospital mortality associated with low population density was observed only in patients hospitalized in the low-volume hospitals. CONCLUSIONS: Increased in-hospital mortality related to low population density was observed only in AMI patients who were transported to the low primary PCI volume hospitals, but not in those who were transported to high-volume hospitals.

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  • Low-density-lipoprotein apheresis-mediated endothelial activation therapy to severe-peripheral artery disease study: Rationale and study design Reviewed

    Ueda E, Toya Y, Wakui H, Kawai Y, Azushima K, Fujita T, Saigusa Y, Yamanaka T, Yabuki Y, Mikami T, Goda M, Sugano T, Tamura K

    Therapeutic Apheresis and Dialysis   24   2020.6

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  • Randomized controlled trial of landiolol, a short‑acting beta‑1 adrenergic receptor blocker, illustrating changes in high‑molecular weight adiponectin levels after elective percutaneous coronary intervention Reviewed

    Kiyokuni M, Konishi M, Saigusa Y, Iwata K, Nakayama N, Komura N, Sugano T, Ishigami T, Ishikawa T, Yamanaka T, Tamura K, Kimura K

    Heart and Vessels   35   2020.6

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  • The effects of pelvic incidence in the functional anatomy of the hip joint Reviewed

    Ike H, Bodner R J, Lundergan W, Saigusa Y, Dorr L D

    The Journal of Bone and Joint Surgery   102   2020.6

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  • Metabolomic/lipidomic-based analysis of plasma to diagnose hepatocellular ballooning in patients with non-alcoholic fatty liver disease: A multicenter study Reviewed

    Ogawa Y, Kobayashi T, Honda Y, Kessoku T, Tomeno W, Imajo K, Nakahara T, Oeda S, Nagaoki Y, Amano Y, Ando T, Hirayama M, Isono O, Kamiguchi H, Nagabukuro H, Ogawa S, Satomi Y, Saigusa Y, Takahashi H, Hyogo H, Yoneda M, Saito S, Yamanaka T, Aishima S, Eguchi Y, Kage M, Chayama K, Nakajima A

    Hepatology Research   50   2020.5

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  • Consistency of trans-abdominal and water-immersion ultrasound images of diseased intestinal segments in Crohn’s disease Reviewed

    Wang F, Numata K, Yonezawa H, Sato K, Ishii Y, Yaguchi K, Kume N, Hashimoto Y, Nishio M, Nakamori Y, Ikeda A, Madarame A, Hirayama A, Ogashiwa T, Sasaki T, Jin M, Hanzawa A, Shibata N, Hashimorto S, Saigusa Y, Inayama Y, Maeda S, Kimura H, Kunisaki R

    Diagnostics   10   2020.4

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  • Have pregnancy outcomes improved with the introduction of the international association of diabetes and pregnancy study groups criteria in Japan? Reviewed

    Nakanishi S, Aoki S, Kasai J, Shindo R, Saigusa Y, Miyagi E

    Journal of Diabetes Investigation   11   2020.3

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  • Clinical impact of evaluation of frailty in endoscopic submucosal dissection for early gastric cancer in elderly patients Reviewed

    Misawa N, Higurashi T, Tachikawa J, Tanabe H, Yoshihara T, Ashikari K, Kanoshima K, Fuyuki A, Ohkubo H, Saigusa Y, Chiba H, Nonaka T, Kuriyama H, Kobayashi N, Nakajima A

    Geriatrics and Gerontology International   20   2020.3

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  • The association of genetic polymorphisms in CYP1A2, UGT1A4, and ABCB1 with autonomic nervous system dysfunction in schizophrenia patients treated with olanzapine Reviewed International journal

    Hattori S, Suda A, Miyauchi M, Shiraishi Y, Saeki T, Fukushima T, Fujibayashi M, Tsujita N, Ishii C, Ishii N, Moritani T, Saigusa Y, Kishida I

    BMC psychiatry   20 ( 1 )   72 - 72   2020.2

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    BACKGROUND: Use of the antipsychotic drug olanzapine by patients with schizophrenia is associated with autonomic nervous system (ANS) dysfunction. It is presumed that there are interindividual differences in ANS dysfunction that correspond to pharmacogenetics. In this study, we investigated whether genetic polymorphisms in ABCB1, CYP1A2, and UGT1A4 are associated with this observed ANS dysfunction. METHODS: A total of 91 schizophrenia patients treated with olanzapine monotherapy participated in this study. A power spectral analysis of heart rate variability was used to assess ANS activity. The TaqMan system was used to genotype seven single nucleotide polymorphisms (SNPs) in CYP1A2 (rs2069514 and rs762551), UGT1A4 (rs2011425), and ABCB1 (rs1045642, rs1128503, rs2032582, rs2235048). RESULTS: Sympathetic nervous activity was significantly higher in individuals with the UGT1A4 rs2011425 G allele than in those with the UGT1A4 rs2011425 non-G allele (sympathetic activity, p = .001). Furthermore, sympathetic nervous activity was also significantly associated with UGT1A4 rs2011425 genotype as revealed by multiple regression analysis (sympathetic activity, p = .008). CONCLUSIONS: We suggest that the UGT1A4 rs2011425 polymorphism affects olanzapine tolerability because it is associated with the observed side effects of olanzapine in schizophrenia patients, namely sympathetic dysfunction.

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  • Impact of introducing the international association of diabetes and pregnancy study groups (IADPSG) criteria on pregnancy outcomes in Japan Reviewed

    Shindo R, Aoki S, Kasai J, Saigusa Y, Nakanishi S, Miyagi E

    Endocrine Journal   67 ( 1 )   15 - 20   2020.1

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    To estimate pregnancy complications in women newly diagnosed with gestational diabetes mellitus (GDM) according to the new International Association of Diabetes and Pregnancy Study Groups (IADPSG) criteria and verify the validity of introducing the IADPSG criteria in Japan. This retrospective study included data from women with singleton delivery at 22 weeks or later at a tertiary hospital during 2000-2009. We compared pregnancy outcomes between women who would now be diagnosed with GDM according to the IADPSG criteria but not by the old JSOG criteria (IGT group, n = 503) and women with normal glucose tolerance according to both the criteria (NGT group, n = 2,789). Multivariate analysis was performed and adjusted for background factors. Maternal age at delivery and pre-pregnancy BMI were significantly higher in the IGT group than in the NGT group, while gestational weeks at delivery did not differ between the groups. No difference was observed in the rates of GDM-related composite complications (defined as cases with at least one of the following: macrosomia, shoulder dystocia, neonatal hypoglycemia, neonatal hyperbilirubinemia, or neonatal respiratory distress syndrome) at 11.9% and 8.8% (adjusted odds ratio (OR) 1.30, 95% confidence interval (CI) 0.90-1.87, p = 0.16). Pregnancy outcomes did not differ significantly between the IGT and NGT groups, except for frequencies of total neonatal admissions at 10.5% and 7.1%, respectively (adjusted OR 1.55, 95% CI 1.12-2.13, p < 0.01).

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  • Efficacy and safety of enoxaparin for preventing venous thromboembolic events after laparoscopic colorectal cancer surgery: a randomized‑controlled trial (YCOG 1404) Reviewed

    Nakagawa, K, Watanabe, J, Ota, M, Suwa, Y, Suzuki, S, Suwa, H, Momiyama, M, Ishibe, A, Saigusa, Y, Yamanaka, T, Kunisaki, C, Endo, I

    Surgery Today   50   2020.1

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  • Sampling bias correction in species distribution models by quasi-linear Poisson point process Reviewed

    Komori O, Eguchi S, Saigusa Y, Kusumoto B, Kubota Y

    Ecological Informatics   55   101015   2020.1

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  • Risk factors for Chlamydia trachomatis infection and preterm birth in pregnant Japanese women: Does chlamydial infection cause preterm birth? Reviewed

    Cho T, Aoki S, Saigusa Y, Shindo R, Obata S, Kasai M, Enomoto K, Miyagi E

    Japanese Journal of Infectious Diseases   73   2020.1

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  • MiR-194-5p in pancreatic ductal adenocarcinoma peritoneal washings is associated with peritoneal recurrence and overall survival in peritoneal cytology-negative patients Reviewed

    Kubo H, Hiroshima Y, Mori R, Saigusa Y, Murakami T, Yabushita Y, Sawada Y, Homma Y, Kumamoto T, Matsuyama R, Endo I

    Annals of Surgical Oncology   26   4506 - 4514   2019.12

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  • Quasi point-symmetry models based on f-divergence and decomposition of point-symmetry for multi-way contingency tables Reviewed

    Yoshimoto T, Tahata K, Saigusa Y, Tomizawa S

    SUT Journal of Mathematics   55 ( 2 )   103 - 131   2019.12

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  • Remission induction, maintenance, and endoscopic outcome with oral 5-aminosalicylic acid in intestinal Behcet's disease Reviewed

    Kinoshita, H, Nishioka, H, Ikeda, A, Ikoma, K, Sameshima, Y, Ohi, H, Tatsuno, M, Kouyama, J, Kawamoto, C, Mitsui, T, Tamura, Y, Hashimoto, Y, Nishio, M, Ogashiwa, T, Saigusa, Y, Maeda, S, Kimura, H, Kunisaki, R, Koike, K

    Journal of Gastroenterology and Hepatology   34   2019.11

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  • Development and internal validation of a nomogram to predict perioperative complications after flexible ureteroscopy for renal stones in overnight ureteral catheterization cases Reviewed

    Komeya M, Odaka H, Asano J, Asai T, Saigusa Y, Ogawa T, Yao M, Matsuzaki J

    World Journal of Urology   38   2019.11

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  • Nudging patients with chronic kidney disease at screening to visit physicians: A protocol of a pragmatic randomized controlled trial. Reviewed International journal

    Fukuma S, Ikenoue T, Sasaki S, Saigusa Y, Misumi T, Saito Y, Yamada Y, Goto R, Taguri M

    Contemporary Clinical Trials Communications   16   2019.8

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    Background/Aims: Strategies for an effective intervention after chronic kidney disease (CKD) screening have not been well examined. We describe the rationale and design of a protocol of a pragmatic randomized controlled trial (RCT) to test the effect of a behavioral intervention using the nudge approach in behavioral economics on CKD patients' visiting behaviors to physicians and change in their kidney function after CKD screening. Methods: The RCT will include CKD patients (N = 4500) detected at screening (estimated glomerular filtration rate [eGFR] <60 mL/min/1.74 m2 or urine protein ≥1+), aged 40-63 years. The two intervention groups will receive a "usual letter" and "nudge-based letter," while the control group will only receive a conventional follow-up. Our primary outcome is proportion of patients' visiting physicians for 6 months after the intervention; the secondary outcome is change in the eGFR at 2 years after the intervention. Results: We developed an efficient intervention program after CKD screening and designed the pragmatic RCT to assess its effectiveness in the real world. Our trial is unique in that it investigates the effect of the nudge approach in behavioral economics. By the end of 2018, we have enrolled 1,692 participants, and randomized 677 participants into the usual letter group, 677 participants into the nudge-based letter group, and 338 participants into the control group. We have confirmed that health checkup data could identify a large number of eligible participants. Conclusion: The trial's results will contribute to filling in the gap between screening and subsequent medical interventions for preventing CKD progression.

    DOI: 10.1016/j.conctc.2019.100429

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  • Stereotactic body radiotherapy for primary non-small cell lung cancer patients with clinical T3-4N0M0 (UICC 8th edition): outcomes and patterns of failure Reviewed

    Narita A, Takeda A, Eriguchi T, Saigusa Y, Sanuki N, Tsurugai Y, Enomoto T, Kuribayashi H, Mizuno T, Yashiro K, Hara Y, Kaneko T

    Journal of Radiation Research   60 ( 5 )   639 - 649   2019.7

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  • A return to work program improves parasympathetic activity and psychiatric symptoms in workers on sick leave due to depression Reviewed

    Hattori, S, Kishida, I, Suda, A, Kawanishi, C, Miyauchi, M, Shiraishi, Y, Fujibayashi, M, Tsujita, N, Ishii, C, Moritani, T, Saigusa, Y, Hirayasu, Y

    Heliyon   5   e02151   2019.7

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  • The perfusion index measured by the pulse oximeter affects the agreement between ClearSight and the arterial catheter-based blood pressures: A prospective observational study Reviewed

    Yokose, M, Mihara, T, Takaya, M, Yamamoto, T, Saigusa, Y, Takaki, S, Goto, T

    PLoS One   14   e0219511   2019.7

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  • Tumor volume index as a prognostic factor in patients after curative esophageal cancer resection Reviewed International journal

    Miyamoto, H, Kunisaki, C, Sato, S, Tanaka, Y, Sato, K, Kosaka, T, Yukawa, N, Akiyama, H, Saigusa, Y, Endo, I

    Annals of Surgical Oncology   26 ( 6 )   1909 - 1915   2019.6

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    BACKGROUND: The tumor, node, metastasis classification system for staging esophageal cancer does not include tumor volume although it may be an important prognostic factor. We evaluated the prognostic value of tumor volume in esophageal cancer. METHODS: We performed a retrospective study in patients with histologically confirmed primary esophageal cancer who underwent curative esophagectomy at our facility between April 1992 and December 2013. The Tumor Depth Parameter (TDP) was defined as mucosa = 1, submucosa = 2, muscularis propria = 3, adventitia = 4, and invasion into adjacent organs = 5. The pathological Tumor Volume Index (TVI) was defined as the major axis × the minor axis × TDP. The appropriate tumor diameter and TVI cutoff values were determined by the Youden index obtained from the receiver operating characteristic curve. Prognostic factors for overall survival were evaluated by univariate analysis and Cox proportional hazards regression models. RESULTS: We enrolled 302 patients. In the univariate analysis, patient age and sex, thoracoscopic surgery, tumor depth of invasion and diameter, lymph node metastasis, and the TVI were significantly associated with overall survival. In our multivariate analysis, patient age and sex, thoracoscopic surgery, lymph node metastasis, and the TVI were independently associated with overall survival. CONCLUSIONS: The pathological TVI was an independent prognostic factor in patients with esophageal carcinoma and could be included in the staging system of esophageal cancer.

    DOI: 10.1245/s10434-019-07308-9

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  • Clinical significance of Charlson comorbidity index as a prognostic parameter for patients with acute or subacute idiopathic interstitial pneumonias and acute exacerbation of collagen vascular diseases-related interstitial pneumonia Reviewed

    Murohashi, K, Hara, Y, Saigusa, Y, Kobayashi, N, Sato, T, Yamamoto, M, Kubo, M, Kaneko, T

    Journal of Thoracic Disease   11   2448 - 2457   2019.6

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  • Dose pre-eclampsia without proteinuria lead to different pregnancy outcomes than pre-eclampsia with proteinuria? Reviewed

    Tochio, A, Obata, S, Saigusa, Y, Shindo, R, Miyagi, E, Aoki, S

    The Journal of Obstetrics and Gynaecology Research   45   2019.5

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  • D3 lymph node dissection reduces recurrence after primary resection for elderly patients with colon cancer Reviewed

    Numata, M, Sawazaki, S, Aoyama, T, Tamagawa, H, Sato, T, Saeki, H, Saigusa, Y, Taguri, M, Mushiake, H, Oshima, T, Yukawa, N, Shiozawa, M, Rino, Y, Masuda, M

    International Journal of Colorectal Disease   34   621 - 628   2019.4

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  • Randomized phase II trial of the prophylactic use of celecoxib for the prevention of oxaliplatin-related peripheral vascular pain in Capeox (YCOG1205) Reviewed International journal

    Suwa, Y, Watanabe, J, Ota, M, Suzuki, S, Suwa, H, Watanabe, K, Saito, S, Nagamine, K, Momiyama, M, Ishibe, A, Saigusa, Y, Yamanaka, T, Endo, I

    Cancer Chemotherapy and Pharmacology   83 ( 3 )   419 - 424   2019.3

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    PURPOSE: Capeox is widely used as an adjuvant chemotherapy regimen of colorectal cancer that does not require central vein catheter insertion. However, oxaliplatin-related vascular pain with peripheral administration is a major adverse event. We assessed the preventive effect of Celecoxib on oxaliplatin-related vascular pain. METHODS: A multicenter study of the Yokohama Clinical Oncology Group (YCOG) in Japan. This study was an open label, randomized non-comparative phase II study between Capeox without Celecoxib (C+ Group) and with it (C- group). The primary endpoint was the appearance frequency of grade ≥ 2 vascular pain according to the Verbal Rating Scale (VRS). RESULTS: Between October 2012 and February 2014, 81 patients were recruited to this study and randomly divided into 2 groups: 38 patients in the C- group and 39 patients in the C+ group. Four cases were excluded at the analysis stage because they had not received the allocated intervention. The rate of grade ≥ 2 vascular pain was 55.3% in the C- group and 53.8% in the C+ group (p = 1.000). CONCLUSIONS: Celecoxib was unable to prevent oxaliplatin-related vascular pain in this study. However, it may be able to decrease the vascular pain that patients already have.

    DOI: 10.1007/s00280-018-3739-9

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  • Adverse pregnancy outcomes related to preterm cesarean delivery Reviewed International journal

    Kino, T, Yamamoto, Y, Saigusa, Y, Aoki, S, Miyagi, E

    European Journal of Obstetrics and Gynecology and Reproductive Biology   234   89 - 91   2019.3

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    OBJECTIVE: Cesarean delivery at a preterm gestational age has been related to maternal complications such as bleeding and infection. However, previous reports are conflicting, and there is no consensus on the matter. We aimed to clarify the adverse effect of preterm cesarean delivery with an emphasis on maternal bleeding. STUDY DESIGN: We conducted a retrospective study comparing the frequency of maternal adverse outcome between preterm emergency cesarean delivery and term emergency cesarean delivery. Nine hundred and forty seven preterm cases and 1056 full-term cases were included in the study. We analyzed the frequency of abnormal bleeding defined as 1500 mL or more as primary outcome, blood transfusion rate, and rate of postoperative administration of antibiotics as secondary outcome. Logistic regression analysis was performed for confounding variables; age at delivery, primiparity, obesity, prior history of uterine surgery, abnormal placental position, abnormal glucose tolerance, hypertension during pregnancy, early rupture of membranes, and general anesthesia use during operation. As secondary analysis, to study the effects of method of incision, we compared adverse outcomes among classical cesarean delivery, inverted T incision, and upper segment incision within preterm emergency cesarean delivery. RESULTS: Preterm cesarean delivery had significantly higher rates of abnormal bleeding, transfusion and use of antibiotics than term cesarean delivery. Among the preterm delivery, classical incision was related to increased rate of blood transfusion and need for antibiotic treatment. CONCLUSION: Preterm cesarean delivery increases the risk of maternal bleeding. This should be considered especially in the setting of early preterm birth.

    DOI: 10.1016/j.ejogrb.2018.12.033

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  • Laparoscopic surgery in patients diagnosed with clinical N2 colon cancer Reviewed

    Numata, M, Sawazaki, S, Aoyama, T, Tamagawa, H, Godai, T, Sato, T, Saeki, H, Saigusa, Y, Taguri, M, Mushiake, H, Oshima, T, Yukawa, N, Shiozawa, M, Masuda, M, Rino, Y

    Surgery Today   49   507 - 512   2019.1

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  • Measure of departure from local symmetry for square contingency tables Reviewed

    Saigusa, Y, Takami, M, Ishii, A, Tomizawa, S

    International Journal of Statistics and Probability   8   140 - 145   2019

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  • A Phase II Study of Tri-weekly Low-dose Nab-paclitaxel Chemotherapy for Patients with Advanced Gastric Cancer Reviewed International journal

    Sato S, Kunisaki C, Tanaka Y, Sato K, Miyamoto H, Yukawa N, Fujii Y, Kimura J, Takagawa R, Takahashi M, Kosaka T, Akiyama H, Saigusa Y, Taguri M, Yamanaka T, Endo I.

    Anticancer Research   38 ( 12 )   6911 - 6917   2018.12

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    BACKGROUND/AIM: Nanoparticle albumin-bound (nab)-paclitaxel has demonstrated antitumor activity against advanced gastric cancer. However, gastric cancer patients can be difficult to treat with the recommended dose because of the high incidence of adverse toxicities. The aim of this study was to evaluate the safety and effectiveness of low-dose nab-paclitaxel in a multicenter, single-arm, phase II study. PATIENTS AND METHODS: Treatment included low doses of 180 mg/m2 nab-paclitaxel administered on day 1 of each 21-day cycle. The primary endpoint was defined as the overall response rate (ORR). The secondary endpoints included progression-free survival (PFS), safety, and overall survival (OS). A total of 34 patients were enrolled in the full-analysis set. RESULTS: The ORR was 5.9%. The median PFS and OS were 2.4 months and 9.2 months, respectively. The most common grade 3/4 toxicities were anemia (8.8%), neutropenia (5.9%), appetite loss (5.9%) and peripheral sensory neuropathy (5.9%). No treatment-related deaths occurred. CONCLUSION: The tri-weekly low dose of nab-paclitaxel therapy is effective towards advanced gastric cancer patients with good tolerability and an acceptable margin of safety.

    DOI: 10.21873/anticanres.13068

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  • Surgical outcomes of reduced-port laparoscopic gastrectomy versus conventional laparoscopic gastrectomy for gastric cancer: a propensity-matched retrospective cohort study Reviewed

    Kunisaki, C, Miyamoto, H, Sato, S, Tanaka, Y, Sato, K, Izumisawa, Y, Yukawa, N, Kosaka, T, Akiyama, H, Saigusa, Y, Sakamaki, K, Yamanaka, T, Endo, I

    Annals Of Surgical Oncology   25   3604 - 3612   2018.11

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  • Association between dysfunction of autonomic nervous system activity and mortality in schizophrenia Reviewed International journal

    Hattori, S, Suda, A, Kishida, I, Miyauchi, M, Shiraishi, Y, Fujibayashi, M, Tsujita, N, Ishii, C, Ishii, N, Moritani, T, Saigusa, Y, Hirayasua, Y

    Comprehensive Psychiatry   86   119 - 122   2018.10

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    BACKGROUND: Patients with schizophrenia have a higher mortality risk than the general population. Additionally, the autonomic nervous system (ANS) activity of patients with schizophrenia is lower and more dysfunctional than that of the general population. Nonetheless, the association between ANS dysfunction and mortality in schizophrenia is unclear. The aim of this study was to investigate the association between ANS activity and mortality in schizophrenia and to evaluate the predictive values of heart rate variability for long-term survival. METHODS: This study involves the 10-year follow-up of a sample population consisting of 59 Japanese inpatients with schizophrenia between 60 and 70 years of age from 2007 to 2016. The ANS activity of all patients was evaluated using heart rate variability in 2007. RESULTS: Fifty-three participants could be followed up because they stayed in the hospital during the follow-up period. Of these patients, 11 died during follow-up. Their mean age at death was 70.55 ± 3.45 years. The parasympathetic activity of nonsurvivors was significantly lower than that of survivors, and multiple logistic regression analysis showed a significant association between death and parasympathetic activity. CONCLUSION: We suggest that decreased parasympathetic activity could be associated with 10-year all-cause mortality in older schizophrenic patients.

    DOI: 10.1016/j.comppsych.2018.08.002

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  • Short- and long-term efficacy of adalimumab salvage therapy after failure of calcineurin inhibitors in steroid-refractory ulcerative colitis Reviewed

    Nishio, M, Ishii, Y, Hashimoto, Y, Otake, H, Ogashiwa, T, Tsuda, S, Yasuhara, H, Saigusa, Y, Kimura, H, Maeda, S, Kunisaki, R

    Scandinavian Journal of Gastroenterology   53   2018.10

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  • Extended marginal homogeneity model based on complementary log-log transform for square tables Reviewed

    Saigusa, Y, Maruyama, T, Tahata, K, Tomizawa, S

    International Journal of Statistics and Probability   7   27 - 31   2018.5

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  • Unrestricted normal distribution type symmetry model for square contingency tables with ordered categories Reviewed

    Saigusa, Y, Goda, S, Yamamoto, K, Tomizawa, S

    Journal of Biometrics and Biostatistics   9   2018.3

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  • Should the IADPSG criteria be applied when diagnosing early-onset gestational diabetes? Reviewed

    Hagiwara, Y, Kasai, J, Nakanishi, S, Saigusa, Y, Miyagi, E, Aoki, S

    140   154 - 161   2018.1

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  • Decomposition of point-symmetry using ordinal quasi point-symmetry for ordinal multi-way tables Reviewed

    Saigusa, Y, Tahata, K, Tomizawa, S

    Open Journal of Statistics   6   381 - 386   2016

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  • A measure of departure from second-order marginal symmetry for multi-way tables with nominal categories Reviewed

    Saigusa, Y, Tahata, K, Tomizawa, S

    SUT Journal of Mathematics   52   1 - 19   2016

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Books

  • 野生生物の生息適地と分布モデリング―Rプログラムによる実践―

    Antoine Guisan, Wilfried Thuiller, Niklaus E. Zimmermann, (著), 久保田康裕, (監訳,訳), 楠本聞太郎, 小森理, 三枝祐輔, 佐藤恵里, 塩野貴之, 鈴木智之, 須藤健二, 田中崇行, 比嘉基紀, 深谷肇一, 藤沼潤一, (訳)

    2020.2 

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Presentations

  • 正方分割表における部分対称と部分非対称からの隔たりを測るベクトル型尺度

    桃崎智隆, 中川智之, 石井晶, 三枝祐輔, 富澤貞男

    日本分類学会  2019.12 

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  • 正方分割表における部分対称性に関する種々のモデルとその尺度

    桃崎智隆, 福本伸樹, 中川智之, 石井晶, 三枝祐輔, 富澤貞男

    科学研究費シンポジウム「統計的推測および確率解析に関する総合的研究」  2019.12 

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  • Generalized mixed model with non-normal density

    Saigusa Y, Komori O, Eguchi S

    The 12th International Conference of the ERCIM WG on Computational and Methodological Statistics  2019.12 

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  • 正方分割表における累積確率に基づく対称性の幾何平均型尺度

    矢野大貴, 三枝祐輔, 石井晶, 富澤貞男

    日本計算機統計学会  2019.11 

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  • 一般化平均を用いた非正規な混合効果モデル

    三枝祐輔, 小森理, 江口真透

    統計関連学会連合大会  2019.9 

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  • 正方分割表における条件付き部分対称モデルからの隔たりを測る尺度

    福本伸樹, 三枝祐輔, 中川智之, 富澤貞男

    統計関連学会連合大会  2019.9 

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  • Vector measure of departure from partial symmetry-asymmetry for square contingency tables

    桃崎智隆, 富澤貞男, 三枝祐輔, 石井晶, 中川智之

    統計関連学会連合大会  2019.9 

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  • Long-term mortality and characteristics among patients taking one of four direct oral anti coagulants or Warfarin for atrial fibrillation: A 5-year nationwide cohort study in Japan

    Kuwabara M, Hamano T, Iimuro S, Yoshimura K, Takguri M, Kubota K, Hanafusa N, Saigusa Y, Yamamoto K, Misumi T

    European Society of Cardiology (ESC) Congress 2022  2022.8 

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  • Simultaneous evaluation of superiority and non-inferiority for sensitivity and specificity

    Hara M, Saigusa Y, Shinoda S, Yamamoto K

    43rd Annual Conference of the International Society for Clinical Biostatistics  2022.8 

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  • 確定診断が存在しない疾患に対する検査の評価方法

    田村惇, 三枝祐輔, 山本紘司

    かごしまデータ科学シンポジウム  2022.7 

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  • Impact of Learning Program on Treatment Recommendations by Molecular Tumor Boards and an Artificial Intelligence based Annotation System: A Prospective Study

    Sunami K, Naito Y, Amano T, Ennishi D, Imai M, Kage H, Kanai M, Kenmotsu H, Komine K, Koyama T, Maeda T, Morita S, Saigusa Y, Sakai D, Kinoshita I, Kozuki T, Sakashita H, Kohsaka S, Tsuchihara K, Yoshino T

    58th Annual Meeting of the American Society of Clinical Oncology (ASCO)  2022.6 

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  • 潜在クラスモデルを用いたF1スコアによる検査法の性能比較

    田村惇, 三枝祐輔, 山本紘司

    日本計算機統計学会  2022.5 

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  • A Bayesian method for comparing F1 scores in the absence of a Gold Standard

    田村惇, 三枝祐輔, 山本紘司

    日本分類学会  2021.12 

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  • Chronological improvement in precision oncology implementation in Japan

    Komine K, Sunami K, Naito Y, Amano T, Ennishi D, Imai M, Kage H, Kanai M, Kenmotsu H, Koyama T, Maeda T, Morita S, Sakai D, Kohsaka S, Tsuchihara K, Saigusa Y, Yamanaka T, Yoshino T

    European Society for Medical Oncology (ESMO) Congress 2021  2021.9 

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  • Concordance analysis of treatment recommendations between central consensus and multidisciplinary tumor boards

    Kage H, Sunami K, Naito Y, Amano T, Ennishi D, Ennishi D, Imai M, Kanai M, Hirotsugu H, Kenmotsu K, Komine K, Koyama T, Sachi TM, Morita M, Saigusa Y, Sakai D, Takeharu T, Yamanaka Y, Kohsaka S, Tsuchihara K, Yoshino T

    European Society for Medical Oncology (ESMO) Congress 2021  2021.9 

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  • Japanese Society of Medical Oncology/Health Authority of the Japanese Government Cooperative Virtual Educational Program for Improving the Clinical Annotation for Cancer Genomic Medicine

    Amano T, Sunami K, Naitio Y, Ennishi D, Imai M, Kage H, Kanai M, Kenmotsu H, Komine K, Koyama T, Sachi TM, Morita M, Saigusa Y, Sakai D, Kinoshita I, Kozuki T, Sakashita H, Kohsaka S, Tsuchihara K, Yoshino T

    European Society for Medical Oncology (ESMO) Congress 2021  2021.9 

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  • 横浜市における救急出場件数に対する関数動的予測モデリング

    三角俊裕, 三枝祐輔, 原みゆひ, 山中竹春, 藤田豊, 古場亮介

    統計関連学会連合大会  2021.9 

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  • Species distribution modeling using geometric-mean divergence

    The 12th conference of the Asian Regional Section of the International Association for Statistical Computing  2023.12 

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  • Enhancing the robustness of Bayesian optimal dose design in phase I/II clinical trials

    Zhao Shiqi, Yusuke Saigusa, Kouji Yamamoto

    2023.12 

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  • Robust estimation for thinned Poisson point process Invited

    2023.9 

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  • Geometric-mean divergenceに基づく生物多様性予測 Invited

    小森理, 三枝祐輔, 江口真透

    統計関連学会連合大会  2023.9 

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  • A simultaneous evaluation of superiority and non‐Inferiority for comparing screening tests

    Miyu Kobayashi, Satoru Shinoda, Yusuke Saigusa, Kouji Yamamoto

    44th Annual Conference of the International Society for Clinical Biostatistics  2023.8 

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  • スクリーニング検査の性能評価における優越性および非劣性検定を組み合わせた新たな解析手法

    小林実結, 篠田覚, 三枝祐輔, 山本 紘司

    応用統計学会  2023.4 

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  • A Bayesian dose-finding design for the optimal doses under a mislabel model in Phase I/II clinical trials

    2023.4 

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  • 新たなスクリーニング検査の追加に対する診断性能評価

    小林実結, 篠田覚, 三枝祐輔, 山本紘司

    日本計算機統計学会  2022.11 

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  • 生態学におけるポアソン点過程モデルのロバスト推定

    三枝祐輔, 小森理, 江口真透

    統計関連学会連合大会  2022.9 

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  • 区間打ち切りを考慮したランダム化選択デザインの検討

    西川智美, 三枝祐輔, 山本紘司

    統計関連学会連合大会  2022.9 

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  • 分割表における種々の対称モデルに関する尺度

    桃崎智隆, 斎藤健, 三枝祐輔, 生亀清貴, 中川智之, 石井晶, 富澤貞男

    科学研究費シンポジウム「多様な高次元モデルにおける理論と方法論,及び,関連分野への応用」  2020.2 

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  • 正方分割表におけるf-ダイバージェンスに基づく順序準対称モデルを用いた対称性の分解について

    三枝祐輔

    統計数理研究所 共同研究集会統計サマーセミナー  2015.8 

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  • Orthogonal decompositions of symmetry using models based on f-divergence for square contingency tables

    2015.3 

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  • Decompositions of symmetry using models based on f-divergence for square contingency tables

    三枝祐輔, 田畑耕治, 富澤貞男

    2014.10 

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  • 正方分割表におけるf-ダイバージェンスに基づく順序準対称モデルを用いた対称性の分解

    三枝祐輔, 田畑耕治, 富澤貞男

    統計関連学会連合大会  2014.9 

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  • 正方分割表におけるf-ダイバージェンスに基づく準対称モデルを用いた対称性の分解について

    三枝祐輔, 田畑耕治, 富澤貞

    応用統計学会  2014.5 

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  • 正方分割表における拡張パリンドロミック対称モデルを用いた対称性の分解

    三枝祐輔, 田畑耕治, 富澤貞男

    日本統計学会  2014.3 

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  • 正方分割表における拡張パリンドロミック対称モデルと対称性の分解

    三枝祐輔, 田畑耕治, 富澤貞男

    科学研究費シンポジウム「統計科学の新展開」  2013.11 

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  • Decomposition of symmetry using extended palindromic symmetry models for square contingency tables

    2013.9 

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  • 順序カテゴリ正方分割表における拡張パリンドロミック対称モデル

    三枝祐輔, 田畑耕治, 富澤貞男

    応用統計学会  2013.5 

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  • Extended palindromic symmetry models for square contingency tables with ordered categories

    三枝祐輔, 田畑耕治, 富澤貞男

    2013.3 

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  • 多元分割表における二次周辺対称性の尺度

    三枝祐輔

    統計数理研究所 共同研究集会統計サマーセミナー  2016.8 

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  • On measure of second-order marginal symmetry for multi-way contingency tables International conference

    Saigusa, Y

    The 4th Institute of Mathematical Statistics Asia Pacific Rim Meeting  2016.6 

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  • On measure of second-order marginal symmetry for multi-way classifications

    2016.5 

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  • ゾーン間のパスを用いたJ1チームの分類

    丸山智久, 三枝祐輔, 田畑耕治

    日本統計学会  2016.3 

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  • Decompositions of symmetry using extended ordinal quasi-symmetry model for two-way contingency tables

    2016.3 

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  • 3元分割表における対称性の尺度

    三枝 祐輔

    応用統計学会  2016.3 

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  • A measure of departure from second-order marginal symmetry for multi-way contingency tables

    2016.3 

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  • ゾーン間におけるパスを用いたJ1チームの特徴の比較

    丸山智久, 三枝祐輔, 田畑耕治

    日本統計学会スポーツ統計分科会  2015.12 

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  • On decompositions of symmetry for square contingency tables International conference

    Saigusa, Y, Tahata, K, Tomizawa, S

    QBIC Workshop 2015  2015.10 

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  • 多元分割表における二次周辺対称性からの隔たりを測る尺度

    三枝祐輔, 田畑耕治, 富澤貞男

    統計関連学会連合大会  2015.9 

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  • 二元分割表における独立性および対称性に関するモデルと分解

    佐藤駿, 合田新平, 三枝祐輔, 生亀清貴, 山本紘司

    科学研究費シンポジウム「多様な分野における統計科学の総合的研究」  2017.11 

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  • 準線形モデルによるポアソン点過程の拡張とその応用

    小森理, 三枝祐輔, 江口真透

    科学研究費シンポジウム「統計学, 機械学習の数理とその応用」  2017.9 

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  • 生態デ-タのためのポアソン点過程モデル -準線形モデリング-

    小森理, 三枝祐輔, 江口真透

    統計関連学会連合大会  2017.9 

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  • A measure of departure from partial marginal homogeneity for square contingency tables

    2017.3 

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  • Decomposition of marginal homogeneity using model based on complementary log-log transform for square contingency tables

    2017.3 

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  • 正方分割表における部分対称性の尺度

    三枝祐輔, 田畑耕治, 富澤貞男

    応用統計学会  2017.3 

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  • On measure of departure from extended marginal homogeneity for square tables with ordinal categories

    2017.3 

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  • 正方分割表における補対数対数変換にもとづく周辺非同等モデル

    丸山智久, 三枝祐輔, 田畑耕治, 富澤貞男

    日本計算機統計学会  2016.11 

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  • 順序カテゴリ正方分割表における拡張周辺同等性からの隔たりの尺度

    鈴木惇一, 三枝祐輔, 田畑耕治, 富澤貞男

    日本計算機統計学会  2016.9 

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  • 多元分割表における線形準点対称モデルと点対称性の分解

    三枝祐輔, 田畑耕治, 富澤貞男

    日本数学会  2016.9 

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  • 正方分割表における部分対称性に関するベクトル型尺度

    桃崎智隆, 中川智之, 石井晶, 三枝祐輔, 富澤貞男

    応用統計学会  2019.5 

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  • Two kinds of measures of departure from partial symmetry for square contingency tables

    2019.5 

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  • 正方分割表における局所対称性とその尺度の提案

    高見光広, 三枝祐輔, 石井晶, 富澤貞男

    日本統計学会  2019.3 

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  • 順序カテゴリの正方分割表における対称性に関する幾何平均型尺度

    高見光広, 三枝祐輔, 石井晶, 中川智之, 富澤貞男

    日本数学会  2019.3 

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  • 救急需要予測のための時空間正規混合モデル:横浜市救急データへの応用

    三枝祐輔, 三角俊裕, 窪田和巳, 山中竹春, 藤田豊, 金子由佳

    科学研究費シンポジウム「予測モデリングとその周辺 -機械学習・統計科学・情報理論からのアプローチ-」  2018.11 

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  • 時空間統計モデルを用いた横浜市における救急出場件数の予測

    三枝祐輔, 三角俊裕, 窪田和巳, 山中竹春, 藤田豊, 金子由佳

    統計関連学会連合大会  2018.9 

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  • On measures of two kinds of symmetry for square contingency tables

    Saigusa, Y, Tahata, K, Tomizawa, S

    The XXIXth International Biometric Conference  2018.7 

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  • 分割表解析における対称性の重み付き尺度

    三枝祐輔

    研究集会「臨床研究・疫学研究の統計学的方法論の発展とその実践」  2018.5 

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  • 順序カテゴリ正方分割表における条件付き対称性の尺度

    寺本優太, 三枝祐輔, 富澤貞男

    日本統計学会  2018.3 

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  • 正方分割表における局所対称モデルからの隔たりを測る調和平均型尺度

    高見光広, 三枝祐輔, 石井晶, 富澤貞男

    日本数学会  2018.3 

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  • Generalized mixed model with quasi-linear predictor

    2021.5 

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  • 準線形予測関数をもつ一般化混合効果モデルについて

    三枝祐輔, 小森理, 江口真透

    統計関連学会連合大会  2020.9 

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Awards

  • 学生表彰

    2017.3   東京理科大学  

    三枝祐輔

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  • 優秀ポスター発表賞

    2014.5   応用統計学会  

    三枝祐輔

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Research Projects

  • 変量効果分布の誤特定に対して頑健な一般化準線形混合効果モデルの開発

    Grant number:20K19759  2020.4 - 2023.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for Early-Career Scientists  Grant-in-Aid for Early-Career Scientists

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    Authorship:Principal investigator 

    Grant amount:\1950000 ( Direct Cost: \1500000 、 Indirect Cost:\450000 )

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  • 臨床データ解析における分割表統計解析手法の開発

    2018.8 - 2020.3

    横浜市立大学  平成30年度学術的研究推進事業 研究奨励プロジェクト「若手支援型」 

    三枝祐輔

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  • Development and effect verification of intervention programs according to whole body, swallowing, and nutritional status of patients with severe heart disease

    Grant number:22H03390  2022.4 - 2026.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (B)  Grant-in-Aid for Scientific Research (B)

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    Grant amount:\17160000 ( Direct Cost: \13200000 、 Indirect Cost:\3960000 )

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  • 海洋生物多様性ビッグデータ汎用化の基盤技術と海の豊かさを守る応用技術の開発

    2021.4 - 2030.3

    文部科学省  海洋資源利用促進技術開発プログラム 海洋生物ビッグデータ活用技術高度化 

    久保田康裕, 山野博哉, 熊谷直喜, 深谷肇一, Garcia Molinos J, 東条斉興, 新垣誠司, 楠本聞太郎, 竹内彰一, 高科直, 小森理, 三枝祐輔

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  • Learning Health System for Prevention of Chronic Kidney Disease Progression

    Grant number:19H03870  2019.4 - 2022.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (B)  Grant-in-Aid for Scientific Research (B)

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    Authorship:Coinvestigator(s) 

    Grant amount:\17290000 ( Direct Cost: \13300000 、 Indirect Cost:\3990000 )

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  • アカデミアによる医療情報データベース研究におけるMID-NET利活用に関する研究

    2018.8 - 2022.3

    日本医療研究開発機構  医薬品等規制調和・評価研究事業 

    三角俊裕, 山本紘司, 窪田和巳, 三枝祐輔, 田栗正隆, 飯室聡, 吉村健佑, 花房規男, 桑原政成, 鈴木徳大

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    Grant type:Competitive

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  • The novel diagnostic method for colorectal cancer by gas analysis

    Grant number:18H03550  2018.4 - 2022.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (B)  Grant-in-Aid for Scientific Research (B)

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    Grant amount:\15340000 ( Direct Cost: \11800000 、 Indirect Cost:\3540000 )

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  • WHOの自殺予防戦略に基づくがん患者自殺予防プログラムの開発

    2018.4 - 2021.3

    厚生労働省  平成30年度厚生労働科学研究費補助金(がん対策推進総合研究事業) 

    松岡 豊, 河西 千秋, 内富 庸介, 藤森 麻衣子, 明智 龍男, 一家 綱邦, 井上 佳祐, 三枝 祐輔, 三角 俊裕, 島津 太一, 野口 普子, 川島 義高

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    Authorship:Coinvestigator(s)  Grant type:Competitive

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  • Development and Evaluation of Rehabilitation Program depending on Patients with Severe Body and Dysphagic Conditions

    Grant number:17H04458  2017.4 - 2022.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (B)  Grant-in-Aid for Scientific Research (B)

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    Authorship:Coinvestigator(s) 

    Grant amount:\16770000 ( Direct Cost: \12900000 、 Indirect Cost:\3870000 )

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