基本情報

全学メールアドレス

• 全学メールアドレス

  emoto.ryo.5mkyoto-u.ac.jp

所属学協会

• 自 2014年, 至 現在

  日本統計学会
• 自 2014年, 至 現在

  日本計量生物学会

学位

• 2016年03月23日

  慶應義塾大学修士（工学）
• 2021年03月25日

  名古屋大博士（医学）

出身学校・専攻等

• 慶応義塾大学, 理工学部数理科学科, 卒業

経歴

• 自 2025年04月

  京都大学, 大学院医学研究科 社会健康医学系専攻, 特定講師
• 自 2020年04月, 至 2025年03月

  名古屋大学, 大学院医学系研究科 総合医学専攻 臨床医薬学, 特任助教

ID,URL

• ORCID ID

  0000-0003-1722-6762

• J-Global ID

  202301018894961494

• 研究者番号

  80878447

researchmap URL

• https://researchmap.jp/ryo_emoto

研究

研究分野

• 情報通信, 統計科学, 生物統計

論文

• Rhythm-specific association of epinephrine with outcomes in non-shockable cardiac arrest: a nationwide propensity-matched study

  Ryo Emoto; Mitsuaki Nishikimi; Kazuya Kikutani; Junki Ishii; Shinichiro Ohshimo; Shigeyuki Matsui; Nobuaki Shime; Taku Iwami

  Resuscitation, 2026年07月

  
• Aging affects regrowth of stealthperitoneal dissemination of advanced ovarian cancer: a multicenter retrospective cohort study.

  Hiroki Fujimoto; Masato Yoshihara; Carmela Ricciardelli; Sho Tano; Shohei Iyoshi; Emiri Miyamoto; Kazumasa Mogi; Maia Hayashi; Sae Hayakawa; Satoshi Nomura; Kazuhisa Kitami; Kaname Uno; Nobuhisa Yoshikawa; Ryo Emoto; Shigeyuki Matsui; Hiroaki Kajiyama

  Scientific reports, 2024年10月09日

  
• Histology-specific long-term oncologic outcomes in patients with epithelial ovarian cancer who underwent complete tumor resection: The implication of occult seeds after initial surgery.

  Kazumasa Mogi; Masato Yoshihara; Ryo Emoto; Emiri Miyamoto; Hiroki Fujimoto; Kaname Uno; Sho Tano; Shohei Iyoshi; Kazuhisa Kitami; Nobuhisa Yoshikawa; Shigeyuki Matsui; Hiroaki Kajiyama

  PloS one, 2024年

  
• Detailed analysis of the histology-specific impact of ascites volume on the outcome of epithelial ovarian cancer: a multi-institutional retrospective cohort study.

  Shohei Iyoshi; Mariko Kimura; Masato Yoshihara; Atsushi Kunishima; Emiri Miyamoto; Hiroki Fujimoto; Kazuhisa Kitami; Kazumasa Mogi; Kaname Uno; Sho Tano; Nobuhisa Yoshikawa; Ryo Emoto; Shigeyuki Matsui; Hiroaki Kajiyama

  BMC cancer, 2024年11月29日

  
• Subphenotype-Specific Risk of Intracranial Hemorrhage During Extracorporeal Membrane Oxygenation in Acute Respiratory Distress Syndrome.

  Mitsuaki Nishikimi; Shinichiro Ohshimo; Wataru Fukumoto; Ryo Emoto; Kazuo Awai; Shigeyuki Matsui; Nobuaki Shime

  ASAIO journal (American Society for Artificial Internal Organs : 1992), 2026年01月13日

  
• Development and Validation of Predictive Risk Scores for Ovarian Clear Cell Carcinoma: A Penalized Regression Model.

  Shohei Iyoshi; Ryo Emoto; Nobuhisa Yoshikawa; Kosuke Yoshida; Masato Yoshihara; Satoshi Tamauchi; Akira Yokoi; Yusuke Shimizu; Yoshiki Ikeda; Kaoru Niimi; Michiyasu Kawai; Shigeyuki Matsui; Hiroaki Kajiyama

  Cancer medicine, 2025年08月

  
• Long-term prognostic significance of ascites cytology in ovarian cancer cases in which R0 resection was achieved in the initial surgery: a multi-institutional retrospective cohort study.

  Shohei Iyoshi; Mayuko Sunohara; Masato Yoshihara; Atsushi Kunishima; Emiri Miyamoto; Hiroki Fujimoto; Kazuhisa Kitami; Kazumasa Mogi; Kaname Uno; Kosuke Yoshida; Satoshi Tamauchi; Akira Yokoi; Kaoru Niimi; Nobuhisa Yoshikawa; Ryo Emoto; Shigeyuki Matsui; Hiroaki Kajiyama

  Japanese journal of clinical oncology, 2025年03月20日

  
• 完全腫瘍切除された上皮性卵巣がん患者での組織型毎の予後検討

  茂木 一将; 吉原 雅人; 江本 遼; 宮本 絵美里; 藤本 裕基; 宇野 枢; 伊吉 祥平; 玉内 学志; 清水 裕介; 横井 暁; 池田 芳樹; 芳川 修久; 新美 薫; 松井 茂之; 梶山 広明

  日本癌治療学会学術集会抄録集, 2023年10月

  
• 完全腫瘍切除された上皮性卵巣がん患者での組織型毎の予後検討

  茂木 一将; 吉原 雅人; 江本 遼; 宮本 絵美里; 藤本 裕基; 宇野 枢; 伊吉 祥平; 玉内 学志; 清水 裕介; 横井 暁; 池田 芳樹; 芳川 修久; 新美 薫; 松井 茂之; 梶山 広明

  日本癌治療学会学術集会抄録集, 2023年10月

  
• 糖尿病、肥満、がんとの関係を臨床・疫学・メカニズムから紐解く 卵巣癌腹膜播種の形成における肥満の影響と脱分化脂肪細胞の役割(Impact of obesity and the role of dedifferentiated adipocytes upon peritoneal metastasis of ovarian cancer)

  伊吉 祥平; 吉原 雅人; 中村 香江; 角 朝美; 杉山 麻衣; 小屋 美博; 宮本 絵美里; 藤本 裕基; 茂木 一将; 宇野 枢; 北見 和久; 江本 遼; 松井 茂之; 那波 明宏; 梶山 広明

  日本癌学会総会記事, 2022年09月

  
• Diagnostic accuracy and cut-off values of serum leucine-rich alpha-2 glycoprotein for Crohn's disease activity in the small bowel.

  Muneyori Okita; Kento Takenaka; Fumihito Hirai; Shinya Ashizuka; Hideki Iijima; Shigeki Bamba; Toshimitsu Fujii; Kenji Watanabe; Yosuke Shimodaira; Hisashi Shiga; Sakiko Hiraoka; Toshihiro Inokuchi; Takeshi Yamamura; Ryo Emoto; Shigeyuki Matsui

  Journal of gastroenterology, 2025年02月14日

  
• Evaluating treatment effect modifiers using data from randomized two-sequence, two-period crossover clinical trials: application to a diabetes study

  Ryo Emoto; Masataka Igeta; Kota Matsui; Kiyoaki Ishii; Toshinari Takamura; Shigeyuki Matsui

  Journal of the Royal Statistical Society Series C: Applied Statistics, 2025年06月16日

  
• Effect Size of Targeted Temperature Management in Pediatric Patients with Post-Cardiac Arrest Syndrome According to the Severity.

  Takeshi Namba; Mitsuaki Nishikimi; Ryo Emoto; Kazuya Kikutani; Shinichiro Ohshimo; Shigeyuki Matsui; Nobuaki Shime

  Life (Basel, Switzerland), 2024年12月30日

  
• Development of a machine learning-based risk model for postoperative complications of lung cancer surgery.

  Yuka Kadomatsu; Ryo Emoto; Yoko Kubo; Keita Nakanishi; Harushi Ueno; Taketo Kato; Shota Nakamura; Tetsuya Mizuno; Shigeyuki Matsui; Toyofumi Fengshi Chen-Yoshikawa

  Surgery today, 2024年12月

  
• Increased national critical care demands were associated with a higher mortality of intubated COVID-19 patients in Japan: a retrospective observational study.

  Kazuya Kikutani; Mitsuaki Nishikimi; Ryo Emoto; Shigeyuki Matsui; Hiroyuki Ohbe; Takayuki Ogura; Satoru Hashimoto; Shigeki Kushimoto; Shinhiro Takeda; Shinichiro Ohshimo; Nobuaki Shime

  Journal of intensive care, 2024年11月05日

  
• Identifying Subgroups with Differential Responses to Amiodarone among Cardiac Arrest Patients with a Shockable Rhythm at Hospital Arrival using the Machine Learning Approach.

  Ryo Emoto; Mitsuaki Nishikimi; Kazuya Kikutani; Junki Ishii; Shinichiro Ohshimo; Shigeyuki Matsui; Nobuaki Shime

  Reviews in cardiovascular medicine, 2024年07月

  
• CHST4 Gene as a Potential Predictor of Clinical Outcome in Malignant Pleural Mesothelioma

  Shoji Okado; Taketo Kato; Yuki Hanamatsu; Ryo Emoto; Yoshito Imamura; Hiroki Watanabe; Yuta Kawasumi; Yuka Kadomatsu; Harushi Ueno; Shota Nakamura; Tetsuya Mizuno; Tamotsu Takeuchi; Shigeyuki Matsui; Toyofumi Fengshi Chen-Yoshikawa

  International Journal of Molecular Sciences, 2024年02月14日

  
• Prognostic impact of highly solid component in early-stage solid lung adenocarcinoma.

  Taketo Kato; Shingo Iwano; Yuki Hanamatsu; Masato Nakaguro; Ryo Emoto; Shoji Okado; Keiyu Sato; Osamu Noritake; Keita Nakanishi; Yuka Kadomatsu; Harushi Ueno; Naoki Ozeki; Shota Nakamura; Koichi Fukumoto; Tamotsu Takeuchi; Kennosuke Karube; Shigeyuki Matsui; Toyofumi Fengshi Chen-Yoshikawa

  Quantitative imaging in medicine and surgery, 2023年09月01日

  
• Evaluating glucose variability through OGTT in early pregnancy and its association with hypertensive disorders of pregnancy in non-diabetic pregnancies: a large-scale multi-center retrospective study.

  Sho Tano; Tomomi Kotani; Takafumi Ushida; Masato Yoshihara; Kenji Imai; Noriyuki Nakamura; Yukako Iitani; Yoshinori Moriyama; Ryo Emoto; Sawako Kato; Shigeru Yoshida; Mamoru Yamashita; Yasuyuki Kishigami; Hidenori Oguchi; Shigeyuki Matsui; Hiroaki Kajiyama

  Diabetology & metabolic syndrome, 2023年06月09日

  
• Factors associated with adverse drug reactions or death in very elderly hospitalized patients with pulmonary tuberculosis.

  Mitsuaki Yagi; Yuichiro Shindo; Yoshikazu Mutoh; Masahiro Sano; Toshihiro Sakakibara; Hironori Kobayashi; Akinobu Matsuura; Ryo Emoto; Shigeyuki Matsui; Taku Nakagawa; Kenji Ogawa

  Scientific reports, 2023年04月26日

  
• Extended-spectrum antibiotics for community-acquired pneumonia with a low risk for drug-resistant pathogens

  Kobayashi Hironori; Shindo Yuichiro; Kobayashi Daisuke; Sakakibara Toshihiro; Murakami Yasushi; Yagi Mitsuaki; Matsuura Akinobu; Sato Kenta; Matsui Kota; Emoto Ryo; Yagi Tetsuya; Saka Hideo; Matsui Shigeyuki; Hasegawa Yoshinori

  INTERNATIONAL JOURNAL OF INFECTIOUS DISEASES, 2022年11月

  
• Who are the long-term survivors of recurrent ovarian carcinoma?: a retrospective analysis of a multicenter study

  Yoshihara Masato; Mogi Kazumasa; Kitami Kazuhisa; Uno Kaname; Iyoshi Shohei; Tano Sho; Fujimoto Hiroki; Miyamoto Emiri; Yoshikawa Nobuhisa; Emoto Ryo; Matsui Shigeyuki; Kajiyama Hiroaki

  INTERNATIONAL JOURNAL OF CLINICAL ONCOLOGY, 2022年10月

  
• Obesity contributes to the stealth peritoneal dissemination of ovarian cancer: a multi-institutional retrospective cohort study

  Iyoshi Shohei; Sumi Asami; Yoshihara Masato; Kitami Kazuhisa; Mogi Kazumasa; Uno Kaname; Fujimoto Hiroki; Miyamoto Emiri; Tano Sho; Yoshikawa Nobuhisa; Emoto Ryo; Matsui Shigeyuki; Kajiyama Hiroaki

  OBESITY, 2022年08月

  
• Machine learning prediction models for postpartum depression: A multicenter study in Japan

  Matsuo Seiko; Ushida Takafumi; Emoto Ryo; Moriyama Yoshinori; Iitani Yukako; Nakamura Noriyuki; Imai Kenji; Nakano-Kobayashi Tomoko; Yoshida Shigeru; Yamashita Mamoru; Matsui Shigeyuki; Kajiyama Hiroaki; Kotani Tomomi

  JOURNAL OF OBSTETRICS AND GYNAECOLOGY RESEARCH, 2022年07月

  
• Prediction of Prehospital Change of the Cardiac Rhythm From Nonshockable to Shockable in Out-of-Hospital Patients With Cardiac Arrest: A Post Hoc Analysis of a Nationwide, Multicenter, Prospective Registry

  Emoto Ryo; Nishikimi Mitsuaki; Shoaib Muhammad; Hayashida Kei; Nishida Kazuki; Kikutani Kazuya; Ohshimo Shinichiro; Matsui Shigeyuki; Shime Nobuaki; Iwami Taku

  JOURNAL OF THE AMERICAN HEART ASSOCIATION, 2022年06月21日

  
• Clinical paper The rCAST score is useful for estimating the neurological prognosis in pediatric patients with post-cardiac arrest syndrome before ICU admission: External validation study using a nationwide prospective registry

  Yasuda Yuma; Nishikimi Mitsuaki; Matsui Kota; Numaguchi Atsushi; Nishida Kazuki; Emoto Ryo; Matsui Shigeyuki; Matsuda Naoyuki

  RESUSCITATION, 2021年11月

  
• Postoperative stroke and neurological outcomes in the early phase after revascularization surgeries for moyamoya disease: an age-stratified comparative analysis

  Araki Yoshio; Yokoyama Kinya; Uda Kenji; Kanamori Fumiaki; Kurimoto Michihiro; Shiba Yoshiki; Mamiya Takashi; Nishihori Masahiro; Izumi Takashi; Sumitomo Masaki; Okamoto Sho; Matsui Kota; Emoto Ryo; Wakabayashi Toshihiko; Matsui Shigeyuki; Natsume Atsushi

  NEUROSURGICAL REVIEW, 2021年10月

  
• Outcome Related to Level of Targeted Temperature Management in Postcardiac Arrest Syndrome of Low, Moderate, and High Severities: A Nationwide Multicenter Prospective Registry

  Nishikimi Mitsuaki; Ogura Takayuki; Nishida Kazuki; Hayashida Kei; Emoto Ryo; Matsui Shigeyuki; Matsuda Naoyuki; Iwami Taku

  CRITICAL CARE MEDICINE, 2021年08月

  
• A large-scale multi-institutional study evaluating prognostic aspects of positive ascites cytology and effects of therapeutic interventions in epithelial ovarian cancer

  Yoshihara Masato; Emoto Ryo; Kitami Kazuhisa; Iyoshi Shohei; Uno Kaname; Mogi Kazumasa; Tano Sho; Yoshikawa Nobuhisa; Matsui Shigeyuki; Kajiyama Hiroaki

  SCIENTIFIC REPORTS, 2021年07月26日

  
• The interplay between bystander cardiopulmonary resuscitation and ambient temperature on neurological outcome after cardiac arrest: A nationwide observational cohort study

  Hayashida Kei; Takegawa Ryosuke; Nishikimi Mitsuaki; Aoki Tomoaki; Emoto Ryo; Shinozaki Koichiro; Miyara Santiago J; Rolston Daniel M; Li Timmy; Shoaib Muhammad; Fukuda Tatsuma; Molmenti Ernesto P; Suzuki Masaru; Sasaki Junichi; Matsui Shigeyuki; Becker Lance B

  RESUSCITATION, 2021年07月

  
• Semi-parametric empirical Bayes factor for genome-wide association studies

  Morisawa Junji; Otani Takahiro; Nishino Jo; Emoto Ryo; Takahashi Kunihiko; Matsui Shigeyuki

  EUROPEAN JOURNAL OF HUMAN GENETICS, 2021年05月

  
• Effect-Size Estimation Using Semiparametric Hierarchical Mixture Models in Disease-Association Studies with Neuroimaging Data

  Emoto Ryo; Kawaguchi Atsushi; Takahashi Kunihiko; Matsui Shigeyuki

  COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2020年12月09日

  
• Desmoid with biweekly methotrexate and vinblastine shows similar effects to weekly administration: A phase II clinical trial

  Nishida Yoshihiro; Hamada Shunsuke; Urakawa Hiroshi; Ikuta Kunihiro; Sakai Tomohisa; Koike Hiroshi; Ito Kan; Emoto Ryo; Ando Yuichi; Matsui Shigeyuki

  CANCER SCIENCE, 2020年11月

  
• Two-stage analysis for selecting fixed numbers of features in omics association studies

  Kawabata Takanori; Emoto Ryo; Nishino Jo; Takahashi Kunihiko; Matsui Shigeyuki

  STATISTICS IN MEDICINE, 2019年07月20日

  
• Application of the Multi-Dimensional Hierarchical Mixture Model to Cross-Disorder Genome-Wide Association Studies

  Otani Takahiro; Nishino Jo; Emoto Ryo; Matsui Shigeyuki

  16TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY-NEW GENERATIONS (ITNG 2019), 2019年

  
• A Model-Based Framework for Voxel and Region Level Inferences in Neuroimaging Disease-Association Studies

  Emoto Ryo; Kawaguchi Atsushi; Otani Takahiro; Matsui Shigeyuki

  16TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY-NEW GENERATIONS (ITNG 2019), 2019年

  

講演・口頭発表等

• Multiple Testing Methods Using Multi-layer Networks for Detecting Disease-associated Brain Regions and Functions in Disease-association Studies with Neuroimaging Data

  Emoto R; Matsui S

  Eastern North American Region International Biometric Society 2023 Spring Meeting., 2023年03月19日, International Biometric Society

  
• Efficiency enhancement in testing treatment efficacy across subgroups using treatment crossover designs

  Emoto R; Okita M; Matsui S

  6th International Clinical Trials Methodology Conference 2022, 2022年10月05日

  
• クロスオーバー試験データを用いた治療効果予測マーカー解析

  江本遼

  2022年度日本計量生物学会年会, 2022年05月13日, 日本計量生物学会

  
• 脳画像を用いた疾患関連解析における神経学的，機能的領域を考慮した多重検定.

  江本遼; 松井茂之

  2020年度統計関連学会連合大会, 2020年09月12日

  
• A model-based framework for voxel and region level inferences in neuroimaging disease-association studies.

  Emoto R; Kawaguchi A; Otani T; Matsui S

  16th International Conference on Information Technology: New Generations., 2019年04月02日

  
• Multiple testing and estimation of disease associations based on semi-parametric hierarchical mixture models, possibly incorporating brain areas.

  Emoto R; Otani T; Matsui S

  Eastern North American Region International Biometric Society Spring Meeting., 2019年03月24日, International Biometric Society

  
• 脳画像と疾患の関連解析における効果サイズ推定

  江本遼; 川口淳; 松井茂之

  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」, 2018年08月11日

  
• Hierarchical mixture modeling for multiple testing and effect size estimation in voxel-level inference of neuroimaging data.

  Emoto R; Kawaguchi A; Yoshida H; Matsui S

  Joint Statistical Meetings, 2018年07月30日, The American Statistical Association

  
• Multiple testing based on semi-parametric hierarchical mixture models under dependency in disease-association studies with neuroimaging data.

  Emoto R; Kawaguchi A; Yoshida H; Matsui S

  Eastern North American Region International Biometric Society Spring Meeting., 2018年03月25日, Eastern North American Region International Biometric Society.

  
• 脳画像解析における従属性を考慮した関連解析

  江本遼; 松井茂之

  科研費基盤S・第8回生物統計ネットワークシンポジウム「統計科学が切り拓く個別化医療：方法論・実践のフロンティア」, 2017年03月

  

外部資金：科学研究費補助金

• 治療効果異質性解析の効率向上のための研究デザインとデータ解析

  若手研究

  小区分60030:統計科学関連

  京都大学

  江本 遼

  自 2026年04月01日, 至 2029年03月31日, 採択

  https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-26K21179/
• 脳画像を用いた疾患関連解析:脳機能学的知見を取り入れた深層潜在構造モデリング

  若手研究

  小区分60030:統計科学関連

  名古屋大学

  江本 遼

  自 2021年04月01日, 至 2025年03月31日, 完了

  疾患関連解析;多重検定;脳画像;潜在変数モデル;脳画像データ;深層モデル;ベイズ推定

  https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-21K17714/