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Shinozaki Tomohiro  篠崎 智大

… Alternative Names

篠崎 智大  シノザキ トモヒロ

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Researcher Number 60644482
Other IDs
  • ORCIDhttps://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 / 特定健診 / ケース・コホート研究 / 不完全データ / 転移可能性 / 一般化可能性 / 重み付き推定 / 因果関係 / AI / 傾向スコア / 疫学 Less
  • Research Projects

    (6 results)
  • Research Products

    (39 results)
  • Co-Researchers

    (6 People)
  •  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

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