Shinozaki Tomohiro 篠崎智大

… Alternative Names

Researcher Number	60644482
Other IDs	https://orcid.org/0000-0003-3395-9691
Affiliation (Current)	2022: 東京理科大学, 工学部情報工学科, 講師
Affiliation (based on the past Project Information) *help	2020 – 2021: 東京理科大学, 工学部情報工学科, 講師 2016 – 2018: 東京大学, 大学院医学系研究科(医学部), 助教 2013 – 2015: 東京大学, 医学(系)研究科(研究院), 助教
Review Section/Research Field	Principal Investigator Statistical science / Basic Section 60030:Statistical science-related Except Principal Investigator Basic Section 58030:Hygiene and public health-related: excluding laboratory approach / Basic Section 60030:Statistical science-related
Keywords	Principal Investigator 統計的因果推論 / 臨床試験 / 個別化医療 / セミパラメトリック推測 / 疫学 / 動的治療レジメ / 動的レジメ / 動的治療レジメン / 臨床試験デザイン Except Principal Investigator 因果推論 … More

Multi-stage sampling framework and statistical methods for epidemiological studies with complex data structure
- Principal Investigator
  
  口羽文
- Project Period (FY)
  2021 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 60030:Statistical science-related
- Research Institution
  Kanagawa University of Human Services
特定健診の有効性：Target Trialアプローチを用いた検証
- Principal Investigator
  
  竹内正人
- Project Period (FY)
  2020 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 58030:Hygiene and public health-related: excluding laboratory approach
- Research Institution
  Kyoto University
Development of propensity score models in large epidemiologic studies: causal inference and AI
- Principal Investigator
  
  鈴木越治
- Project Period (FY)
  2020 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 58030:Hygiene and public health-related: excluding laboratory approach
- Research Institution
  Okayama University
Statistical inference of dynamic treatment regimens in clinical trials directed toward personalized medicinePrincipal Investigator
- Principal Investigator
  
  篠崎智大
- Project Period (FY)
  2020 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 60030:Statistical science-related
- Research Institution
  Tokyo University of Science
Development of design and analysis for multistage-randomized trials for selecting optimal treatment regimesPrincipal Investigator
- Principal Investigator
  
  Shinozaki Tomohiro
- Project Period (FY)
  2016 – 2018
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Statistical science
- Research Institution
  The University of Tokyo
Estimation of the optimal level of biomarkers targeted in a dynamic treatment regimePrincipal Investigator
- Principal Investigator
  
  Shinozaki Tomohiro
- Project Period (FY)
  2013 – 2015
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Statistical science
- Research Institution
  The University of Tokyo

All 2021 2020 2019 2018 2017 2016 2015 2014 2013 Other

All Journal Article Presentation Book

[Book] Chapter "Data Analysis on Real World Data" in "Epidemiologic Research on Real World Medical Data in Japan" (Editor: Osamu Sudo)2019
- Author(s)
  Tomohiro Shinozaki, Yutaka Matsuyama
- Publisher
  Springer Japan
- Data Source
  KAKENHI-PROJECT-16K16015
[Journal Article] Doubly robust estimator of risk in the presence of censoring dependent on time-varying covariates: application to a primary prevention trial for coronary events with pravastatin2020
- Author(s)
  Kawahara Takuya、Shinozaki Tomohiro、Matsuyama Yutaka
- Journal Title
  
  BMC Medical Research Methodology
  
  Volume: 20
- DOI
  10.1186/s12874-020-01087-8
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K11716, KAKENHI-PROJECT-18K17314
[Journal Article] G‐estimation of structural nested restricted mean time lost models to estimate effects of time‐varying treatments on a failure time outcome2020
- Author(s)
  Hagiwara Yasuhiro、Shinozaki Tomohiro、Matsuyama Yutaka
- Journal Title
  
  Biometrics
  
  Volume: 76 Pages: 799-810
- DOI
  10.1111/biom.13200
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K11716
[Journal Article] Sensitivity analysis for subsequent treatments in confirmatory oncology clinical trials: A two‐stage stochastic dynamic treatment regime approach2020
- Author(s)
  Hagiwara Yasuhiro、Shinozaki Tomohiro、Mukai Hirofumi、Matsuyama Yutaka
- Journal Title
  
  Biometrics
  
  Volume: -
- DOI
  10.1111/biom.13296
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K11716
[Journal Article] Causal Diagrams: Pitfalls and Tips2020
- Author(s)
  Suzuki E, Shinozaki T, Yamamoto E
- Journal Title
  
  Journal of Epidemiology
  
  Volume: 30 Issue: 4 Pages: 153-162
- DOI
  10.2188/jea.je20190192
  10.2188/jea.JE20190192
- NAID
  130007828841
- ISSN
  0917-5040, 1349-9092
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K17898, KAKENHI-PROJECT-20K11716
[Journal Article] 二者関係データにおける相互影響関係を調べるための統計解析2020
- Author(s)
  篠崎智大
- Journal Title
  
  保健の科学
  
  Volume: 62 Pages: 529-534
- Data Source
  KAKENHI-PROJECT-20K11716
[Journal Article] Understanding Marginal Structural Models for Time-Varying Exposures: Pitfalls and Tips2020
- Author(s)
  Shinozaki Tomohiro、Suzuki Etsuji
- Journal Title
  
  Journal of Epidemiology
  
  Volume: 30 Issue: 9 Pages: 377-389
- DOI
  10.2188/jea.je20200226
  10.2188/jea.JE20200226
- NAID
  130007896982
- ISSN
  0917-5040, 1349-9092
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K10471, KAKENHI-PROJECT-20K11716
[Journal Article] Hazard Ratio Estimators after Terminating Observation within Matched Pairs in Sibling and Propensity Score Matched Designs2019
- Author(s)
  Tomohiro Shinozaki, Mohammad Ali Mansournia
- Journal Title
  
  International Journal of Biostatistics
  
  Volume: Ahead of print
- DOI
  10.1515/ijb-2017-0103
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16015
[Journal Article] Misuse of Regression Adjustment for Additional Confounders Following Insufficient Propensity-Score Balancing2019
- Author(s)
  Tomohiro Shinozaki, Masanori Nojima
- Journal Title
  
  Epidemiology
  
  Volume: In press
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16K16015
[Journal Article] On hazard ratio estimators by proportional hazards models in matched-pair cohort studies2017
- Author(s)
  Tomohiro Shinozaki, Mohammad A. Mansournia, Yutaka Matsuyama
- Journal Title
  
  Emerging Themes in Epidemiology
  
  Volume: 14 Pages: 6-6
- DOI
  10.1186/s12982-017-0060-8
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16015
[Journal Article] Re: Biases in randomized trials: a conversation between trialists and epidemiologists (Letter)2017
- Author(s)
  Tomohiro Shinozaki, Yasuhiro Hagiwara, Yutaka Matsuyama
- Journal Title
  
  Epidemiology
  
  Volume: 印刷中
- DOI
  10.1097/ede.0000000000000663
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-16K16015
[Journal Article] Doubly Robust Estimation of Standardized Risk Difference and Ratio in the Exposed Population2015
- Author(s)
  Shinozaki T, Matsuyama Y
- Journal Title
  
  Epidemiology
  
  Volume: 26 Pages: 873-877
- DOI
  10.1097/ede.0000000000000363
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-25730014
[Journal Article] Doubly robust estimation of standardized risk difference and ratio in the exposed population2015
- Author(s)
  Shinozaki T, Matsuyama Y
- Journal Title
  
  Epidemiology
  
  Volume: 0 Pages: 0-0
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-25730014
[Journal Article] Estimation of controlled direct effects in time-varying treatments using structural nested mean models: application to a primary prevention trial for coronary events with pravastatin2014
- Author(s)
  Shinozaki T, Matsuyama Y, Ohashi Y
- Journal Title
  
  Statistics in Medicine
  
  Volume: 33 Pages: 3214-3228
- DOI
  10.1002/sim.6162
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-25730014
[Presentation] Two-stage sampling framework for combining case-cohort studies from partially overlapped cohorts with different timings of biomarker measurement2021
- Author(s)
  Aya Kuchiba、Tomohiro Shinozaki
- Organizer
  ENAR 2021 Spring Meeting
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11716
[Presentation] 因果媒介分析を極める！　直接効果・間接効果の推定：時間依存性交絡がある場合2021
- Author(s)
  篠崎智大
- Organizer
  第31回日本疫学会学術総会プレセミナー
- Invited
- Data Source
  KAKENHI-PROJECT-20K11716
[Presentation] 交絡はバイアスと区別すべきか―AI時代における疫学の展望2021
- Author(s)
  鈴木越治，篠崎智大，三橋利晴，津田敏秀，山本英二
- Organizer
  第94回日本産業衛生学会
- Data Source
  KAKENHI-PROJECT-20K10471
[Presentation] The meaning of arrows: reflections on the assumption of faithfulness in causal directed acyclic graphs2020
- Author(s)
  Suzuki E, Shinozaki T, Yamamoto E
- Organizer
  53rd Annual Meeting of the Society for Epidemiologic Research
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K10471
[Presentation] Improving g-estimation of structural nested mean models in randomized trials with partial compliance using auxiliary covariates: application to survival data for metastatic breast cancer2020
- Author(s)
  Tomohiro Shinozaki
- Organizer
  The XXXth International Biometric Conference
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11716
[Presentation] The meaning of arrows: reflections on the assumption of faithfulness in causal directed acyclic graphs2020
- Author(s)
  Etsuji Suzuki、Tomohiro Shinozaki、Eiji Yamamoto
- Organizer
  53rd Annual Meeting of the Society for Epidemiologic Research
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11716
[Presentation] 傾向スコア解析のmodern view2020
- Author(s)
  篠崎智大
- Organizer
  第14回Biostatistics Network
- Invited
- Data Source
  KAKENHI-PROJECT-20K11716
[Presentation] ペアマッチデータおよび非マッチデータにおけるハザード比と生存時間のP(X < Y)2020
- Author(s)
  篠崎智大
- Organizer
  2020年度統計関連学会連合大会
- Invited
- Data Source
  KAKENHI-PROJECT-20K11716
[Presentation] 臨床試験と因果モデル2020
- Author(s)
  篠崎智大
- Organizer
  第5回統計・機械学習若手シンポジウム
- Invited
- Data Source
  KAKENHI-PROJECT-20K11716
[Presentation] 構造ネストモデルによる繰り返し治療の総合効果と直接効果の推定2018
- Author(s)
  篠崎智大
- Organizer
  2018年度統計関連学会連合大会
- Invited
- Data Source
  KAKENHI-PROJECT-16K16015
[Presentation] G-estimation of structural nested restricted mean time lost models to estimate causal effect of treatment on survival outcome2018
- Author(s)
  Yasuhiro Hagiwara, Tomohiro Shinozaki, Yutaka Matsuyama
- Organizer
  The XXIXth International Biometric Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16015
[Presentation] 治療方針の因果効果と臨床試験2018
- Author(s)
  篠崎智大
- Organizer
  日本行動計量学会第46回大会
- Invited
- Data Source
  KAKENHI-PROJECT-16K16015
[Presentation] 傾向スコアと層別・回帰を組み合わせた交絡調整の誤用について2018
- Author(s)
  篠崎智大，野島正寛
- Organizer
  2018年度日本計量生物学会年会
- Data Source
  KAKENHI-PROJECT-16K16015
[Presentation] IPTW推定量と二重ロバスト推定量2018
- Author(s)
  篠崎智大
- Organizer
  第24回日本薬剤疫学会学術総会
- Invited
- Data Source
  KAKENHI-PROJECT-16K16015
[Presentation] Comparison of several approaches to adjust overall survival (OS) for extensive crossovers in placebo-controlled randomized phase 3 trials2017
- Author(s)
  Shogo Nomura, Tomohiro Shinozaki, Chikuma Hamada
- Organizer
  The 2017 ENAR Spring Meeting
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16015
[Presentation] 周辺構造モデルによるパネルデータの解析2017
- Author(s)
  篠崎智大
- Organizer
  日本臨床疫学会第1回年次学術大会
- Invited
- Data Source
  KAKENHI-PROJECT-16K16015
[Presentation] 時間依存性交絡の調整2017
- Author(s)
  篠崎智大
- Organizer
  2017年度日本計量生物学会年会チュートリアル
- Place of Presentation
  東京
- Year and Date
  2017-03-16
- Invited
- Data Source
  KAKENHI-PROJECT-16K16015
[Presentation] 時間依存性交絡の調整2017
- Author(s)
  篠崎智大
- Organizer
  2017年度日本計量生物学会年会
- Invited
- Data Source
  KAKENHI-PROJECT-16K16015
[Presentation] Estimation of modified effectiveness in randomized trials with subsequent treatments using dynamic marginal structural models2016
- Author(s)
  Tomohiro Shinozaki, Yasuhiro Hagiwara, Yutaka Matsuyama
- Organizer
  UK Causal Inference Meeting 4th Annual Meeting
- Place of Presentation
  London
- Year and Date
  2016-04-13
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16015
[Presentation] ペアワイズ層別Coxモデルによるoverall Cの推測2016
- Author(s)
  篠崎智大，松山裕
- Organizer
  2016年度統計関連学会連合大会
- Place of Presentation
  金沢
- Year and Date
  2016-09-04
- Data Source
  KAKENHI-PROJECT-16K16015
[Presentation] Doubly robust standardization in cohort studies with a binary exposure and censored events2015
- Author(s)
  Shinozaki T, Matsuyama Y
- Organizer
  2015 Joint Statistical Meetings
- Place of Presentation
  Seattle, USA
- Year and Date
  2015-08-08
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25730014
[Presentation] Sensitivity analysis in randomized trials with partial compliance using generalized method of moments applied to structural nested models2013
- Author(s)
  Tomohiro Shinozaki
- Organizer
  34th Annual Conference of the International Society for Clinical Biostatistics
- Place of Presentation
  Munich, Germany
- Data Source
  KAKENHI-PROJECT-25730014
[Presentation] Doubly robust standardization in cohort studies with a binary exposure and censored events
- Author(s)
  Tomohiro Shinozaki
- Organizer
  2015 Joint Statistical Meetings
- Place of Presentation
  Seattle, WA
- Year and Date
  2015-08-08 – 2015-08-13
- Data Source
  KAKENHI-PROJECT-25730014
[Presentation] Doubly robust estimation of a marginal structural model in the exposed population
- Author(s)
  Tomohiro Shinozaki
- Organizer
  Kyoto International Conference on Modern Statistics in the 21st Century
- Place of Presentation
  Kyoto, Japan
- Year and Date
  2014-11-17 – 2014-11-18
- Invited
- Data Source
  KAKENHI-PROJECT-25730014
[Presentation] Robust and efficient estimation of structural nested mean models in randomized trials with partial compliance using generalized method of moments
- Author(s)
  Tomohiro Shinozaki
- Organizer
  The XXVIIth International Biometric Conference
- Place of Presentation
  Florence, Italy
- Year and Date
  2014-07-06 – 2014-07-11
- Data Source
  KAKENHI-PROJECT-25730014

1. 竹内正人 (80598714)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
2. 川上浩司 (70422318)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. 口羽文 (40510699)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. 坂巻顕太郎 (30644819)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. 鈴木越治 (10627764)

# of Collaborated Projects: 1 results

# of Collaborated Products: 4 results
6. 頼藤貴志 (00452566)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Shinozaki Tomohiro 篠崎 智大

篠崎 智大 シノザキ トモヒロ

Research Projects

Research Products

Co-Researchers

Multi-stage sampling framework and statistical methods for epidemiological studies with complex data structure

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

特定健診の有効性：Target Trialアプローチを用いた検証

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of propensity score models in large epidemiologic studies: causal inference and AI

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Statistical inference of dynamic treatment regimens in clinical trials directed toward personalized medicinePrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of design and analysis for multistage-randomized trials for selecting optimal treatment regimesPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Estimation of the optimal level of biomarkers targeted in a dynamic treatment regimePrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Book] Chapter "Data Analysis on Real World Data" in "Epidemiologic Research on Real World Medical Data in Japan" (Editor: Osamu Sudo)2019

Author(s)

Publisher

Data Source

[Journal Article] Doubly robust estimator of risk in the presence of censoring dependent on time-varying covariates: application to a primary prevention trial for coronary events with pravastatin2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] G‐estimation of structural nested restricted mean time lost models to estimate effects of time‐varying treatments on a failure time outcome2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Sensitivity analysis for subsequent treatments in confirmatory oncology clinical trials: A two‐stage stochastic dynamic treatment regime approach2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Causal Diagrams: Pitfalls and Tips2020

Author(s)

Journal Title

DOI

NAID

ISSN

Language

Data Source

[Journal Article] 二者関係データにおける相互影響関係を調べるための統計解析2020

Author(s)

Journal Title

Data Source

[Journal Article] Understanding Marginal Structural Models for Time-Varying Exposures: Pitfalls and Tips2020

Author(s)

Journal Title

DOI

NAID

ISSN

Language

Data Source

Shinozaki Tomohiro 篠崎智大

篠崎智大シノザキトモヒロ

[Presentation] 因果媒介分析を極める！　直接効果・間接効果の推定：時間依存性交絡がある場合2021