Shinozaki Tomohiro

シノザキトモヒロ | Shinozaki Tomohiro

Affiliation and department：
Job title： Associate Professor
Homepage URL (1)： https://scholar.google.co.jp/citations?user=PB7eqhAAAAAJ&hl=en

Research field (2)： Healthcare management, medical sociology , Statistical science

Research keywords (2)： Epidemiologic theory , Biostatistics, Statistical causal inference

Research theme for competitive and other funds (7)：

2023 - 2026 Visualization of causality: development and application of graphical models based on mechanisms
2021 - 2024 Multi-stage sampling framework and statistical methods for epidemiological studies with complex data structure
2020 - 2024 Statistical inference of dynamic treatment regimens in clinical trials directed toward personalized medicine
2020 - 2023 特定健診の有効性:Target Trialアプローチを用いた検証
2020 - 2023 Development of propensity score models in large epidemiologic studies: causal inference and AI

Show all

Papers (191)：

Seitaro Suzuki, Taiki Yamaji, Motoki Iwasaki, Manami Inoue, Shoichiro Tsugane, Tomohiro Shinozaki, Norie Sawada. Body Mass Index, Height and Head and Neck Cancer Risk: the Japan Public Health Center-based Prospective Study. Journal of epidemiology. 2024. in press
Fukui, S., Winkelmayer, W.C., Tedeschi, S.K., Marrugo, J., Guan, H., Harrold, L.R., Litman, H.J., Shinozaki, T. and Solomon, D.H. Disease activity of rheumatoid arthritis and kidney function decline: a large prospective registry study. ANNALS OF THE RHEUMATIC DISEASES. 2024. in press
Masao Iwagami, Ryota Inokuchi, Eiryo Kawakami, Tomohide Yamada, Atsushi Goto, Toshiki Kuno, Yohei Hashimoto, Nobuaki Michihata, Tadahiro Goto, Tomohiro Shinozaki, et al. Comparison of machine-learning and logistic regression models for prediction of 30-day unplanned readmission in electronic health records: A development and validation study. PLOS digital health. 2024. 3. 8. e0000578
Kosuke Inoue, Kentaro Sakamaki, Sho Komukai, Yuri Ito, Atsushi Goto, Tomohiro Shinozaki. Confounder Selection and Sensitivity Analyses to Unmeasured Confounding from Epidemiological and Statistical Perspectives. Journal of epidemiology. 2024
Fukui, S., Okada, M., Shinozaki, T., Asano, T., Nakai, T., Tamaki, H., Kishimoto, M., Hasegawa H., Matsuda, T., Marrugo, J., Tedeschi, S.K., Choi, H.K. and Solomon, D.H. Changes in alcohol intake and serum urate changes: longitudinal analyses of annual medical examination database. ANNALS OF THE RHEUMATIC DISEASES. 2024. 83. 8. 1072-1081

ｍore...

MISC (30)：

篠崎智大. 「標的学習」の考え方と実装-因果推論×機械学習という異なる手法による観察研究データ解析. 臨床評価. 2024. 51. 別冊40. 97-111
篠崎智大. p値と信頼区間(外科医のためのビッグデータ利活用入門第7回). 胸部外科. 2024. 77. 5. 373-379
隈丸拓,篠崎智大,遠藤英樹,山本博之. 傾向スコアと解析結果の解釈(外科医のためのビッグデータ利活用入門第4回). 胸部外科. 2024. 77. 2. 127-132
山田浩司,篠崎智大,伊藤淳二,中島勧,中川晃一,古矢丈雄,和田簡一郎,小林直実,志波直人,楫野良知,河村直洋,浜田大輔,當銘保則,西本章,酒井紀典,長谷川和寿,飯島裕生,竹下克志,中島康晴. コロナウイルス感染症流行が整形外科研修認定施設の手術に及ぼす影響. 関節外科. 2024. 43. 2. 151-158
篠崎智大. 因果媒介分析:Causal mediation analysis. 臨床評価. 2023. 51. 2. 280-295

ｍore...

Books (4)：

生物統計学の道標:研究デザインから論文報告までをより深く理解するための24講
一般財団法人厚生労働統計協会 2023 ISBN:9784875118947
インベンス・ルービン統計的因果推論(上・下)
朝倉書店 2023 ISBN:9784254122916
臨床試験の事典
朝倉書店 2023 ISBN:9784254322644
Epidemiologic Research on Real-World Medical Data in Japan: Volume 1
Springer 2022 ISBN:9789811663758

Lectures and oral presentations (81)：

順序あり多値曝露に対する増分傾向スコア法
(2024年度統計関連学会連合大会 2024)
経時的治療における整合的な局外モデルを用いた因果リスク比の二重頑健推定
(2024年度統計関連学会連合大会 2024)
Bias in the IPCW estimator for censored pairwise comparisons: the importance of explicit estimands
(2024 Joint Statistical Meetings 2024)
Covariate adjustment in randomized trials: comparison of machine learning and parametric models
(2024 Joint Statistical Meetings 2024)
観察研究における欠測データ解析のレコメンデーション
(第60回日本循環器病予防学会学術集会 2024)

ｍore...

Education (3)：

- 2009 The University of Tokyo Faculty of Medicine School of Health Sciences and Nursing
The University of Tokyo Graduate School, Division of Medical Sciences Division of Health Sciences and Nursing
The University of Tokyo Graduate School, Division of Medical Sciences Division of Health Sciences and Nursing

Professional career (2)：

Doctor of Philosophy in Health Science (The University of Tokyo)
Master of Public Health (The University of Tokyo)

Work history (4)：

2023/04 - Tokyo University of Science Department of Information and Computer Technology, Faculty of Engineering Associate Professor
2019/04 - Tokyo University of Science Department of Information and Computer Technology, Faculty of Engineering Junior Associate Professor
2012/11 - 2019/03 The University of Tokyo Department of Biostatistics, Division of Health Sciences and Nursing, Graduate School of Medicine Assistant Professor
2012/05 - 2012/10 The University of Tokyo Interfaculty Initiative in Information Studies/Graduate School of Interdisciplinary Information Studies Assistant Professor

Committee career (7)：

2023/04/01 - 2026/03/31 日本統計学会 Associate Editor
2023/01/01 - 2025/12/31 Japan Epidemiological Association Associate Editor, Journal of Epidemiology
2022/04/01 - 2024/03/31 The Biometric Society of Japan Program Committee
2022/01/01 - 2023/12/31 Japan Gastroenterological Endoscopy Society Associate Editor (Statistics)
2021/01/01 - 2022/12/31 The Biometric Society of Japan Editor, Japanese Journal of Biometrics

Show all

Awards (1)：

2019/01/31 - Best Reviewer Award for Journal of Epidemiology

Association Membership(s) (1)：

The Biometric Society of Japan

※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

Return to Previous Page