Sho Komukai

Profile Information

Affiliation: Assistant professor, Department of Integrated Medicine, Osaka University

Degree: Ph.D. in Biostatistics(Kurume University)

Researcher number: 70794543
J-GLOBAL ID: 201801017035397149
researchmap Member ID: B000318699

Research Interests

Research Areas

Informatics / Statistical science / Biostatistics

Research History

Apr, 2018 - Present

Assistant professor, Division of Biomedical statistics, Department of Integrated Medicine, Graduate School of Medicine, Osaka University
Apr, 2017 - Mar, 2018

Specially Appointed Assistant Professor, Clinical research center, Saga university hospital
Aug, 2016 - Mar, 2017

Assistant professor, Biostatistics center, Kurume university

Education

Apr, 2014 - Mar, 2017

Graduate school of Medicine, Kurume university
Apr, 2012 - Mar, 2014

Graduate school of Medicine, Kurume university
Apr, 2008 - Mar, 2012

Mathematics, Science and Technology, Hirosaki university

Awards

Mar, 2018

Encouragement Award, The Biometric Society of Japan

Sho Komukai

Papers

105

The association of prehospital systemic corticosteroids with emergency department and in-hospital outcomes for patients with asthma exacerbations.

Sriram Ramgopal, Vishal V Naik, Sho Komukai, Sylvia Owusu-Ansah, Remle P Crowe, Masashi Okubo, Christian Martin-Gill

Academic emergency medicine : official journal of the Society for Academic Emergency Medicine, Mar 8, 2024
Duration of cardiopulmonary resuscitation and outcomes for adults with in-hospital cardiac arrest: retrospective cohort study.

Masashi Okubo, Sho Komukai, Lars W Andersen, Robert A Berg, Michael C Kurz, Laurie J Morrison, Clifton W Callaway

BMJ (Clinical research ed.), 384 e076019, Feb 7, 2024
Sequence of Epinephrine and Advanced Airway Placement After Out-of-Hospital Cardiac Arrest.

Masashi Okubo, Sho Komukai, Junichi Izawa, Kosuke Kiyohara, Tasuku Matsuyama, Taku Iwami, Tetsuhisa Kitamura

JAMA network open, 7(2) e2356863, Feb 5, 2024
Estimation of the causal effects of time-varying treatments in nested case-control studies using marginal structural Cox models.

Yoshinori Takeuchi, Yasuhiro Hagiwawa, Sho Komukai, Yutaka Matsuyama

Biometrics, 80(1), Jan 29, 2024
成人院外心停止におけるエピネフリンと高度気道確保の順序の検討

大久保雅史, 小向翔, 井澤純一, 清原康介, 松山匡, 石見拓, 北村哲久

日本救急医学会雑誌, 34(12) 706-706, Dec, 2023
Association of anticholinergic drug exposure with the risk of dementia among older adults in Japan: The LIFE Study.

Yuki Okita, Tetsuhisa Kitamura, Sho Komukai, Ling Zha, Masayo Komatsu, Nobuhiro Narii, Fumiko Murata, Maeda Megumi, Yasufumi Gon, Yasuyoshi Kimura …

International journal of geriatric psychiatry, 38(12) e6029, Dec, 2023
In-hospital extracorporeal cardiopulmonary resuscitation for patients with out-of-hospital cardiac arrest: an analysis by time-dependent propensity score matching using a nationwide database in Japan.

Yohei Okada, Sho Komukai, Taro Irisawa, Tomoki Yamada, Kazuhisa Yoshiya, Changhwi Park, Tetsuro Nishimura, Takuya Ishibe, Hitoshi Kobata, Takeyuki Kiguchi …

Critical care (London, England), 27(1) 442-442, Nov 15, 2023
Effect of graft-versus-host disease on outcomes of HLA-haploidentical peripheral blood transplantation using post-transplant cyclophophamide.

Yoshimitsu Shimomura, Sho Komukai, Tetsuhisa Kitamura, Tomotaka Sobue, Yu Akahoshi, Junya Kanda, Hiroyuki Ohigashi, Hirohisa Nakamae, Nobuhiro Hiramoto, Koji Nagafuji …

Bone marrow transplantation, 59(1) 66-75, Oct 28, 2023
The prognosis and risk factors for patients with complex karyotype myelodysplastic syndrome undergoing allogeneic haematopoietic stem cell transplantation.

Yoshimitsu Shimomura, Sho Komukai, Tetsuhisa Kitamura, Takayoshi Tachibana, Shuhei Kurosawa, Hidehiro Itonaga, Shokichi Tsukamoto, Noriko Doki, Yuta Katayama, Ayumu Ito …

British journal of haematology, 204(2) 612-622, Oct 19, 2023
Pathophysiological insights into machine learning-based subphenotypes of acute heart failure with preserved ejection fraction.

Yohei Sotomi, Shunsuke Tamaki, Shungo Hikoso, Daisaku Nakatani, Katsuki Okada, Tomoharu Dohi, Akihiro Sunaga, Hirota Kida, Taiki Sato, Yuki Matsuoka …

Heart (British Cardiac Society), 110(6) 441-447, Oct 12, 2023 Peer-reviewed
Recent prevalence and characteristics of patients with hepatitis delta virus in Hokkaido, Japan.

Takashi Sasaki, Goki Suda, Masatsugu Ohara, Shunichi Hosoda, Naoki Kawagishi, Risako Kohya, Tomoka Yoda, Osamu Maehara, Shunsuke Ohnishi, Sonoe Yoshida …

Hepatology research : the official journal of the Japan Society of Hepatology, 53(10) 960-967, Jun 18, 2023 Peer-reviewed
ECMO導入後の院外心停止患者における管理目標体温と予後の関係 JAAM-OHCA registryを用いたコホート研究

渡邉慎, 松山匡, 山崎正記, 小向翔, 北村哲久, 小尾口邦彦, 太田凡

日本集中治療医学会雑誌, 30(Suppl.1) S423-S423, Jun, 2023
機械学習による新規外傷フェノタイプの同定とプロテオーム解析を用いた病態考察

舘野丈太郎, 松本寿健, 杉原文徳, 瀬尾茂人, 奥崎大介, 北村哲久, 小向翔, 木戸善之, 兒嶋嵩, 戸上由貴 …

日本集中治療医学会雑誌, 30(Suppl.1) S456-S456, Jun, 2023
ECMO導入後の院外心停止患者における管理目標体温と予後の関係 JAAM-OHCA registryを用いたコホート研究

渡邉慎, 松山匡, 山崎正記, 小向翔, 北村哲久, 小尾口邦彦, 太田凡

日本集中治療医学会雑誌, 30(Suppl.1) S423-S423, Jun, 2023
機械学習による新規外傷フェノタイプの同定とプロテオーム解析を用いた病態考察

舘野丈太郎, 松本寿健, 杉原文徳, 瀬尾茂人, 奥崎大介, 北村哲久, 小向翔, 木戸善之, 兒嶋嵩, 戸上由貴 …

日本集中治療医学会雑誌, 30(Suppl.1) S456-S456, Jun, 2023
Impact of Complete Revascularization in Coronary Artery Bypass Grafting for Ischemic Cardiomyopathy

Masaro Nakae, Satoshi Kainuma, Koichi Toda, Yasushi Yoshikawa, Hiroki Hata, Daisuke Yoshioka, Takuji Kawamura, Ai Kawamura, Noriyuki Kashiyama, Takayoshi Ueno …

JTCVS Open, 15 211-219, Apr 19, 2023 Peer-reviewed
Identifying phenotypes in interstitial lung disease using group-based trajectory modelling.

S Takata, S Komukai, T Hoshino, H Tabuchi, K Masuhiro, M Yaga, Y Shirai, Y Mitsui, Y Abe, T Kuge …

The international journal of tuberculosis and lung disease : the official journal of the International Union against Tuberculosis and Lung Disease, 27(4) 332-334, Apr 1, 2023 Peer-reviewed
MGIT-seq for the Identification of Nontuberculous Mycobacteria and Drug Resistance: a Prospective Study.

Kiyoharu Fukushima, Yuki Matsumoto, Takanori Matsuki, Haruko Saito, Daisuke Motooka, Sho Komukai, Eriko Fukui, June Yamuchi, Tadayoshi Nitta, Takayuki Niitsu …

Journal of clinical microbiology, 61(4) e0162622, Mar 22, 2023 Peer-reviewed
Individual acute-phase bleeding and thrombotic risk balance assessment in patients undergoing percutaneous coronary intervention for acute myocardial infarction

Yohei Sotomi, Shungo Hikoso, Sho Komukai, Tetsuhisa Kitamura, Daisaku Nakatani, Tomoharu Dohi, Hiroya Mizuno, Katsuki Okada, Hirota Kida, Bolrathanak Oeun …

American Heart Journal Plus: Cardiology Research and Practice, 28 100292-100292, Mar 17, 2023 Peer-reviewed
On a fundamental problem in the analysis of cancer registry data

Sho Komukai, Satoshi Hattori, Bernard Rachet

Mar 16, 2023

Misc.

病院外心停止患者に対する体外式膜型人工肺を用いた蘇生と生存との関連時間依存性傾向スコアマッチングによる解析

岡田遥平, 小向翔, 北村哲久, 石見拓, 西岡典弘, 木口雄之

日本救急医学会雑誌, 33(10) 716-716, Oct, 2022
努力性肺活量のTrajectory解析による慢性間質性肺炎の層別化

高田創, 小向翔, 木田博, 星野朋子, 田淵寛人, 白井雄也, 光井雄一, 益弘健太朗, 矢賀元, 福島清春 …

日本呼吸器学会誌, 9(増刊) 207-207, Aug, 2020
がん登録を活用した生存率算出のためのツール作成と提供

福井敬祐, 小向翔, 伊藤ゆり

JACR Monograph, (25) 10-10, Mar, 2020
成人院外心停止患者に対する病院前の高度な気道確保全国救急蘇生統計コホート研究

井澤純一, 小向翔, 宜保光一郎, 大久保雅史, 清原康介, 西山知佳, 木口雄之, 松山匡, 川村孝, 石見拓 …

日本救急医学会雑誌, 31(1) 1-17, Jan, 2020
相対生存率に代わるネット生存率に対する算出手法の特徴とその比較

小向翔, 福井敬祐, 松田智大, 伊藤ゆり

JACR Monograph, (24) 16-16, Mar, 2019
両側内胸動脈を用いた冠動脈バイパス術が虚血性心筋症の長期予後に与える影響

三隅祐輔, 甲斐沼尚, 戸田宏一, 宮川繁, 吉川泰司, 秦広樹, 吉岡大輔, 河村拓史, 河村愛, 上野高義 …

日本胸部外科学会定期学術集会(Web), 72nd, 2019
相対生存率に対するセミパラメトリック最尤推定(一般セッション,セッション8B)

小向翔, 杉本知之, 服部聡, 伊藤ゆり

日本計算機統計学会大会論文集, 27 215-216, 2013

Presentations

共変量依存した打ち切り下でのがん登録データ解析におけるネット生存率の多重頑健推測法

小向翔, 服部聡

東京医科大学医療データサイエンス分野講演会, Mar 29, 2024
高度な因果推論手法を用いた Heterogeneous treatment effectの推定における実データ解析事例の紹介

小向翔

メディカルデータ・サイエンス研究セミナー, Feb 15, 2024
因果“サバイバル”ガイド ―反事実アプローチによる生存時間解析のすすめ― Part II. 生存時間解析における因果効果推定

小向翔

2023年度日本疫学会学術総会・日本疫学会プレセミナー2023, Jan 31, 2024
Analysis of cancer registry data with incomplete life table

Sho Komukai

Biostatistics seminar, Oct 5, 2023
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

小向翔

2023年度⽇本計量⽣物学会年会, Apr 20, 2023
観察疫学研究における交絡変数選択～変数を「選んで調整」することの功罪とTips～ Part 3. データ解析例

小向翔

第33回日本疫学会学術総会・日本疫学会プレセミナー2023, Feb 1, 2023
疑似値（Pseudo-observations）による解析

小向翔

2022年度計量生物セミナー「生存時間解析」, Dec 8, 2022
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

小向翔, 服部聡

大阪大学医学統計学セミナー, Oct 22, 2021
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

小向翔, 服部聡

2021年度統計関連学会連合⼤会, Sep 9, 2021
がん登録データ解析における感度解析：一般集団生存率に含まれるがん死亡割合の補正

小向翔

北海道大学大学院医学統計学教室セミナー, Feb 4, 2021
Doubly robust inference procedure for relative survival ratio in population-based cancer registry data

Sho Komukai, Satoshi Hattori

41st Annual Conferenceof the International Societyfor Clinical Biostatistics, Aug 26, 2020
院外⼼停⽌登録データベースにおける蘇⽣時間バイアスを考慮した因果効果推定

小向翔

第1回滋賀⼤DS・阪⼤医学統計オンライン合同セミナー, Apr 25, 2020
Robust inference for the net survival in the analyses of cancer registry data

Sho Komukai

Dec 6, 2019
1

Doubly Robust Inference Procedures for Analyzing the Cancer Registry Data

Sho Komukai

2019 Joint Statistical Meetings, Jul 27, 2019
1

Basic concept and inference procedures for relative survival ratio and net survival based on cancer registry data.

Sho Komukai

Conference of The Biometric Society of Japan. 2019., May 16, 2019
1

Doubly robust inference procedures for analyzing the cancer registry data

Sho Komukai

European Causal Inference Meeting 2019, Mar 27, 2019
1

Estimating methods for net survival and relative survival ratio in cancer registry data

Sho Komukai

The 29th Annual Scientific Meeting of the Japan Epidemiological Association, Jan 30, 2019 Invited
2

Model-free assessment test in the mis-specified Cox proportional hazard model

Sho Komukai

The 17th Biostatistics forum in Kurume University, Oct 5, 2018
2

Doubly robust inference procedure for relative survival ratio in population-based cancer registry data

Sho Komukai

Japanese Joint Statistical Meeting 2018, Sep 9, 2018 Invited
1

地域がん登録データにおける感度解析

小向翔

第3回統計・機械学習若手シンポジウム「統計・機械学習の交わりと拡がり」, Aug 11, 2018

Teaching Experience

Apr, 2023 - Present

社会安全のための統計学 (関西大学)
Apr, 2023 - Present

実験計画と因果推論特論（セミパラメトリック推測・⼆重頑健推定） (横浜市立大学)
Apr, 2023 - Present

Applied Clinical Epidemiology (Propensity Score Analysis with SAS programing) (Graduate School of Medicine, Osaka University)
Apr, 2022 - Present

医療統計学特論（生存時間解析） (静岡社会健康医学大学院大学)
Apr, 2020 - Present

Applied Clinical Epidemiology (Regression Analysis) (Graduate School of Medicine, Osaka University)
Apr, 2020 - Present

Medical Statistics II (Graduate School of Medicine, Osaka University)
Apr, 2018 - Present

Statistical programing (Graduate School of Medicine, Osaka University)
Apr, 2019 - Mar, 2020

Applied Clinical Epidemiology (Propensity Score Analysis with SAS programing) (Graduate School of Medicine, Osaka University)
Apr, 2019 - Mar, 2020

Medical Statistics II(Linear regression) (Graduate School of Medicine, Osaka University)

Research Projects

不完全一般集団生存率に基づくがん登録データ解析手法の開発と応用

科学研究費助成事業, 若手研究, 日本学術振興会, Apr, 2024 - Mar, 2027

小向翔
NA

Grant-in-Aid for Scientific Research, KAKENHI, Grant-in-Aid for Scientific Research (C), Ministry of Education, Culture, Sports, Science and Technology, Apr, 2023 - Mar, 2026

Takeuchi Y, Komukai S

Profile Information

Research Interests

Research Areas

Research History

Education

Awards

Papers

Misc.

Presentations

Teaching Experience

Research Projects

Menu

Coauthors