Komukai Sho 小向翔

Researcher Number	70794543
Other IDs	https://orcid.org/0000-0002-4329-2520
Affiliation (Current)	2025: 東京医科大学, 医学部, 准教授
Affiliation (based on the past Project Information) *help	2021 – 2024: 大阪大学, 大学院医学系研究科, 助教 2018 – 2021: 大阪大学, 医学系研究科, 助教
Review Section/Research Field	Principal Investigator Basic Section 60030:Statistical science-related Except Principal Investigator Basic Section 60030:Statistical science-related
Keywords	Principal Investigator 生存時間解析 / ネット生存率 / 生命表 / がん登録データ / 二重頑健推定量 / 多重頑健推測法 / 一般集団生存率 / がん登録 Except Principal Investigator 薬剤疫学 / 時間依存性治療 … More / 生存時間解析 / 統計的因果推論 / 欠測データ解析 / 要約ROC曲線 / ネットワークメタアナリシス / 診断法研究 / 予後因子研究 / 臨床試験登録 / 感度解析 / 選択モデル / 公表バイアス / メタアナリシス Less

Development and application of analysis methods for cancer registry data based on incomplete life tablesPrincipal Investigator
- Principal Investigator
  
  小向翔
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 60030:Statistical science-related
- Research Institution
  Osaka University
Causal survival analysis with missing data in time-varying confounders
- Principal Investigator
  
  竹内由則
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 60030:Statistical science-related
- Research Institution
  Yokohama City University
Development of multiple robust inference procedures for net survivalPrincipal Investigator
- Principal Investigator
  
  Komukai Sho
- Project Period (FY)
  2020 – 2022
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 60030:Statistical science-related
- Research Institution
  Osaka University
Sensitivity analysis for publication bias in multivariate meta-analysis
- Principal Investigator
  
  Hattori Satoshi
- Project Period (FY)
  2018 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 60030:Statistical science-related
- Research Institution
  Osaka University

All 2023 2022 2021 2020 2019

All Journal Article Presentation

[Journal Article] Asymptotic justification of maximum likelihood estimation for the proportional excess hazard model in analysis of cancer registry data2023
- Author(s)
  Komukai Sho、Hattori Satoshi
- Journal Title
  
  Japanese Journal of Statistics and Data Science
  
  Volume: - Issue: 1 Pages: 337-359
- DOI
  10.1007/s42081-023-00190-6
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K19754, KAKENHI-PROJECT-18H03208
[Journal Article] Sample size calculation for the augmented logrank test in randomized clinical trials2022
- Author(s)
  Hattori Satoshi、Komukai Sho、Friede Tim
- Journal Title
  
  Statistics in Medicine
  
  Volume: 41 Issue: 14 Pages: 2627-2644
- DOI
  10.1002/sim.9374
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19754, KAKENHI-PROJECT-18H03208
[Journal Article] Outcomes associated with intra-arrest hyperoxaemia in out-of-hospital cardiac arrest: A registry-based cohort study2022
- Author(s)
  Izawa Junichi、Komukai Sho、Nishioka Norihiro、Kiguchi Takeyuki、Kitamura Tetsuhisa、Iwami Taku
- Journal Title
  
  Resuscitation
  
  Volume: 181 Pages: 173-181
- DOI
  10.1016/j.resuscitation.2022.11.008
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K09139, KAKENHI-PROJECT-20K19754, KAKENHI-PROJECT-23K24571
[Journal Article] Clustering out‐of‐hospital cardiac arrest patients with non‐shockable rhythm by machine learning latent class analysis2022
- Author(s)
  Okada Yohei、Komukai Sho、Kitamura Tetsuhisa、Kiguchi Takeyuki、Irisawa Taro、et al.
- Journal Title
  
  Acute Medicine & Surgery
  
  Volume: 9 Issue: 1
- DOI
  10.1002/ams2.760
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K09286, KAKENHI-PROJECT-22K09139, KAKENHI-PROJECT-20K19754, KAKENHI-PROJECT-23K24571
[Journal Article] Clinical Phenotyping of Out-of-Hospital Cardiac Arrest Patients With Shockable Rhythm　― Machine Learning-Based Unsupervised Cluster Analysis ―2022
- Author(s)
  Okada Yohei、Komukai Sho、Kitamura Tetsuhisa、et al.
- Journal Title
  
  Circ J
  
  Volume: 86 Issue: 4 Pages: 668-676
- DOI
  10.1253/circj.CJ-21-0675
- NAID
  130008112880
- ISSN
  1346-9843, 1347-4820
- Year and Date
  2022-03-25
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K09393, KAKENHI-PROJECT-20K19754
[Journal Article] Association of Advanced Airway Insertion Timing and Outcomes After Out-of-Hospital Cardiac Arrest2022
- Author(s)
  Okubo Masashi、Komukai Sho、Izawa Junichi、Aufderheide Tom P.、Benoit Justin L.、Carlson Jestin N.、Daya Mohamud R.、Hansen Matthew、Idris Ahamed H.、Le Nancy、Lupton Joshua R.、Nichol Graham、Wang Henry E.、Callaway Clifton W.
- Journal Title
  
  Annals of Emergency Medicine
  
  Volume: 79 Issue: 2 Pages: 118-131
- DOI
  10.1016/j.annemergmed.2021.07.114
- Data Source
  KAKENHI-PROJECT-20K19754
[Journal Article] Using clinical trial registries to inform Copas selection model for publication bias in meta-analysis.2021
- Author(s)
  Huang A, Komukai S, Friede T, Hattori S.
- Journal Title
  
  Research Synthesis Methods
  
  Volume: 12 Issue: 5 Pages: 658-673
- DOI
  10.1002/jrsm.1506
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03208
[Journal Article] Doubly robust inference procedure for relative survival ratio in population-based cancer registry data.2020
- Author(s)
  Sho Komukai and Satoshi Hattori
- Journal Title
  
  Statistics in Medicine
  
  Volume: -
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18H03208
[Journal Article] Doubly robust inference procedure for relative survival ratio in population‐based cancer registry data2020
- Author(s)
  Komukai Sho、Hattori Satoshi
- Journal Title
  
  Statistics in Medicine
  
  Volume: - Issue: 13 Pages: 1884-1900
- DOI
  10.1002/sim.8521
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16H06299, KAKENHI-PROJECT-18H03208
[Presentation] 欠測を伴う時間依存性交絡の存在下における構造ネスト累積生存時間モデルの二重ロバストg推定2023
- Author(s)
  竹内由則, 小向翔, 後藤温, 篠崎智大
- Organizer
  2023年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-23K11017
[Presentation] がん死亡を補正した生命表に基づくがん登録データ解析2023
- Author(s)
  小向翔
- Organizer
  日本計量生物学会年会
- Data Source
  KAKENHI-PROJECT-20K19754
[Presentation] Doubly robust g-estimation of structural nested cumulative survival time models with non-ignorable, non-monotonic missing data in time-varying confounders2023
- Author(s)
  Takeuchi Y, Komukai S, Goto A, Shinozaki T
- Organizer
  European Causal Inference Meeting 2023
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11017
[Presentation] 地域がん登録データ解析における不完全な一般集団生存率に基づくネット生存率の推定2021
- Author(s)
  小向翔
- Organizer
  2021 年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-20K19754
[Presentation] Doubly robust inference procedure for relative survival ratio in population-based cancer registry data2020
- Author(s)
  Sho Komukai
- Organizer
  41st Annual Conference of the International Society for Clinical Biostatistics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19754
[Presentation] 臨床試験登録システムを用いたCopas選択モデルの推測2019
- Author(s)
  黄傲小向翔服部聡
- Organizer
  統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-18H03208

1. Hattori Satoshi (50425154)

# of Collaborated Projects: 1 results

# of Collaborated Products: 4 results
2. 逸見昌之 (80465921)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. 竹内由則 (40780341)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
4. IRISAWA Taro

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
5. 北村哲久

# of Collaborated Projects: 0 results

# of Collaborated Products: 2 results

Komukai Sho 小向 翔

Research Projects

Research Products

Co-Researchers

Development and application of analysis methods for cancer registry data based on incomplete life tablesPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Causal survival analysis with missing data in time-varying confounders

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of multiple robust inference procedures for net survivalPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Sensitivity analysis for publication bias in multivariate meta-analysis

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Asymptotic justification of maximum likelihood estimation for the proportional excess hazard model in analysis of cancer registry data2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Sample size calculation for the augmented logrank test in randomized clinical trials2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Outcomes associated with intra-arrest hyperoxaemia in out-of-hospital cardiac arrest: A registry-based cohort study2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Clustering out‐of‐hospital cardiac arrest patients with non‐shockable rhythm by machine learning latent class analysis2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Clinical Phenotyping of Out-of-Hospital Cardiac Arrest Patients With Shockable Rhythm ― Machine Learning-Based Unsupervised Cluster Analysis ―2022

Author(s)

Journal Title

DOI

NAID

ISSN

Year and Date

Language

Data Source

[Journal Article] Association of Advanced Airway Insertion Timing and Outcomes After Out-of-Hospital Cardiac Arrest2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Using clinical trial registries to inform Copas selection model for publication bias in meta-analysis.2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Doubly robust inference procedure for relative survival ratio in population-based cancer registry data.2020

Author(s)

Journal Title

Data Source

[Journal Article] Doubly robust inference procedure for relative survival ratio in population‐based cancer registry data2020

Author(s)

Journal Title

DOI

Data Source

[Presentation] 欠測を伴う時間依存性交絡の存在下における構造ネスト累積生存時間モデルの二重ロバストg推定2023

Author(s)

Organizer

Data Source

Komukai Sho 小向翔

[Journal Article] Clinical Phenotyping of Out-of-Hospital Cardiac Arrest Patients With Shockable Rhythm　― Machine Learning-Based Unsupervised Cluster Analysis ―2022

[Presentation] 地域がん登録データ解析における不完全な一般集団生存率に基づくネット生存率の推定2021