Yusuke Saigusa

Profile Information

Affiliation: Lecturer, Hospital, YCU Center for Novel and Exploratory Clinical Trials, Yokohama City University

Degree: 博士（理学）(東京理科大学)

J-GLOBAL ID: 201701016658384680
researchmap Member ID: 7000019516

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。

Research Interests

Research Areas

Research History

Apr, 2024 - Present

Yokohama City University
Apr, 2023 - Present

Yokohama City University
Apr, 2017 - Mar, 2024

Hospital YCU Center for Novel and Exploratory Clinical Trials, Yokohama City University
Apr, 2017 - Mar, 2023

Yokohama City University

Education

Apr, 2012 - Mar, 2017

Tokyo University of Science
Apr, 2008 - Mar, 2012

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

Committee Memberships

Apr, 2024 - Present

評議員, 応用統計学会
May, 2020 - Present

統計検定問題策定委員会研究分科会委員, 統計質保証推進協会
Apr, 2019 - Mar, 2021

運営委員, 統計関連学会連合
Apr, 2018 - Mar, 2020

技術専門員, 横浜市立大学臨床研究審査委員会

Awards

Mar, 2017

学生表彰, 東京理科大学

三枝祐輔
May, 2014

優秀ポスター発表賞, 応用統計学会

三枝祐輔

Major Papers

119

Robust minimum divergence estimation in a spatial Poisson point process

Yusuke Saigusa, Shinto Eguchi, Osamu Komori

Ecological Informatics, Accepted, Mar, 2024 Peer-reviewedLead authorCorresponding author
A Learning Program for Treatment Recommendations by Molecular Tumor Boards and Artificial Intelligence

Kuniko Sunami, Yoichi Naito, Yusuke Saigusa, Toraji Amano, Daisuke Ennishi, Mitsuho Imai, Hidenori Kage, Masashi Kanai, Hirotsugu Kenmotsu, Keigo Komine …

JAMA Oncology, 10(1) 95-102, Nov, 2023 Peer-reviewed
Statistical learning for species distribution models in ecological studies

Komori O, Saigusa Y, Eguchi S

Japanese Journal of Statistics and Data Science, Online Published, May, 2023 Peer-reviewed
Blood perfusion assessment by indocyanine green fluorescence imaging for minimally invasive rectal cancer surgery (EssentiAL trial): A randomized clinical trial

Watanabe J, Takemasa I, Kotake M, Noura S, Kimura K, Suwa H, Tei M, Takano Y, Munakata K, Matoba S …

Annals of Surgery, Online Published, May, 2023 Peer-reviewed
Concordance between recommendations from multidisciplinary molecular tumor boards and central consensus for cancer treatment in Japan

Naito Y, Sunami K, Kage H, Komine K, Amano T, Imai M, Koyama T, Ennishi D, Kanai M, Kenmotsu H …

JAMA Network Open, 5(12) e2245081, Dec, 2022 Peer-reviewed
Measure of departure from conditional partial symmetry for square contingency tables

Saigusa Y, Fukumoto N, Nakagawa T, Tomizawa S

Journal of Mathematics and Statistics, Accepted, Sep, 2022 Peer-reviewedLead authorCorresponding author
Geometric mean type measure of the departure from partial symmetry for ordinal square contingency tables

Saigusa Y, Yano T, Ishii A, Tomizawa S

Advances and Applications in Statistics, 76 127-138, May, 2022 Peer-reviewedLead authorCorresponding author
Generalized quasi-linear mixed-effects model

Saigusa Y, Eguchi S, Komori O

Statistical Methods in Medical Research, 31(7) 1280-1291, Mar, 2022 Peer-reviewedLead authorCorresponding author
Effect of nudge-based intervention on adherence to physician visit recommendations and health outcomes among chronic kidney disease

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, Jan, 2022 Peer-reviewed
Measure of departure from conditional symmetry based on cumulative probabilities for square contingency tables

Saigusa Y, Teramoto Y, Tomizawa S

Symmetry, 13(10) 1897, Oct, 2021 Peer-reviewedLead authorCorresponding author
Clinical evidence that a dysregulated master neural network modulator may aid in diagnosing schizophrenia

Nomoto N, Konopaske G T, Yamashita N, Aoki R, Jitsuki-Takahashi A, Nakamura H, Makihara H, Saito M, Saigusa Y, Nakamura F …

Proceedings of the National Academy of Sciences of the United States of America, 118(31) e2100032118, Aug, 2021 Peer-reviewed
Mortality and risk factors on admission in toxic epidermal necrolysis: A cohort study of 59 patients

Watanabe T, Go H, Saigusa Y, Takamura N, Watanabe Y, Yamane Y, Totsuka M, Ishikawa H, Nakamura K, Matsukura S …

Allergology International, 70, Dec, 2020 Peer-reviewed
Measure of departure from cumulative local symmetry for square contingency tables having ordered categories

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

Biometrical Letters, 57(1) 23-35, Jun, 2020 Peer-reviewedLead authorCorresponding author
A measure of departure from partial marginal homogeneity for square contingency tables

Saigusa Y, Kubo Y, Tahata K, Tomizawa S

Journal of Statistics Applications & Probability Letters: An International Journal, 7(1) 1-7, 2020 Peer-reviewedLead authorCorresponding author
Coronary flow reserve by cardiac magnetic resonance imaging in patients with diabetes mellitus

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

JACC Cardiovasc Imaging, 12(12) 2579-2580, Dec, 2019 Peer-reviewed
Radiotherapy for hepatocellular carcinoma results in comparable survival to radiofrequency ablation: A propensity score analysis

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

Hepatology, 69 2533-2545, Jun, 2019 Peer-reviewed
Measure for departure from cumulative partial symmetry for square contingency tables with ordered categories

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

Journal of Statistics: Advances in Theory and Applications, 21 53-70, 2019 Peer-reviewedLead authorCorresponding author
Robust bias correction model for estimation of global trend in marine populations

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

Ecosphere, 8(12), 2017 Peer-reviewed
Measure of departure from partial symmetry for square contingency tables

Saigusa, Y, Tahata, K, Tomizawa, S

Journal of Mathematics and Statistics, 12 152-156, 2016 Peer-reviewedLead authorCorresponding author
Decompositions of symmetry using extended palindromic symmetry models for square contingency tables

Saigusa, Y, Tahata, K, Tomizawa, S

Journal of Statistical Theory and Practice, 10 1-6, 2016 Peer-reviewedLead author
Orthogonal decomposition of symmetry model using ordinal quasi-symmetry model based on f-divergence for square contingency tables

Saigusa, Y, Tahata, K, Tomizawa, S

Statistics and Probability Letters, 101 33-37, 2015 Peer-reviewedLead author
An extended asymmetry model for square contingency tables with ordered categories

Saigusa, Y, Tahata, K, Tomizawa, S

Model Assisted Statistics and Applications: An International Journal, 9 151-157, 2014 Peer-reviewedLead author

Misc.

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

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 …

計量生物学, 43(2) 145-188, Feb, 2023 Peer-reviewed

Books and Other Publications

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)

Feb, 2020

Presentations

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

Zhao Shiqi, Yusuke Saigusa, Kouji Yamamoto

Dec, 2023
Robust estimation for thinned Poisson point process

Sep, 2023 Invited
Geometric-mean divergenceに基づく生物多様性予測

小森理, 三枝祐輔, 江口真透

統計関連学会連合大会, Sep, 2023 Invited
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, Aug, 2023
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, Apr, 2023
A Bayesian dose-finding design for the optimal doses under a mislabel model in Phase I/II clinical trials

Apr, 2023
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, Nov, 2022
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, Sep, 2022
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, Sep, 2022
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, Aug, 2022
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, Aug, 2022
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, Jul, 2022
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), Jun, 2022
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, May, 2022
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, Dec, 2021
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, Sep, 2021
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, Sep, 2021
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, Sep, 2021
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, Sep, 2021
Generalized mixed model with quasi-linear predictor

May, 2021

Professional Memberships

Major 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

Grants-in-Aid for Scientific Research Grant-in-Aid for Early-Career Scientists, Grant-in-Aid for Early-Career Scientists, Japan Society for the Promotion of Science, Apr, 2020 - Mar, 2023
臨床データ解析における分割表統計解析手法の開発

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」, 横浜市立大学, Aug, 2018 - Mar, 2020

三枝祐輔

Profile Information

Research Interests

Research Areas

Research History

Education

Committee Memberships

Awards

Major Papers

Misc.

Books and Other Publications

Presentations

Professional Memberships

Major Research Projects

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Coauthors