Basic Information

Email Address

• Email Address

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

Professional Memberships

• From 2014, To Present

  日本統計学会
• From 2014, To Present

  日本計量生物学会

Academic Degree

• 23 Mar. 2016

  慶應義塾大学修士（工学）
• 25 Mar. 2021

  名古屋大博士（医学）

Academic Resume (Undergraduate School/Majors)

• 慶応義塾大学, 理工学部数理科学科, 卒業

Research History

• From Apr. 2025

  Kyoto University, Graduate School of Medicine Public Health, Program-Specific Lecturer
• From Apr. 2020, To Mar. 2025

  Nagoya University, Graduate School of Medicine Program in Integrated Medicine Clinical Pharmacology, Designated assistant professor

ID,URL

• ORCID ID

  0000-0003-1722-6762

• J-Global ID

  202301018894961494

• Researcher number

  80878447

researchmap URL

• https://researchmap.jp/ryo_emoto

Research

Research Areas

• Informatics, Statistical science, 生物統計

Papers

• 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, Jul. 2026

  
• 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, 09 Oct. 2024

  
• 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

  
• 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, 29 Nov. 2024

  
• 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), 13 Jan. 2026

  
• 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, Aug. 2025

  
• 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, 20 Mar. 2025

  
• 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, Oct. 2023

  
• 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, Oct. 2023

  
• 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, Sep. 2022

  
• 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, 14 Feb. 2025

  
• 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, 16 Jun. 2025

  
• 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), 30 Dec. 2024

  
• 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, Dec. 2024

  
• 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, 05 Nov. 2024

  
• 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, Jul. 2024

  
• 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, 14 Feb. 2024

  
• 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, 01 Sep. 2023

  
• 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, 09 Jun. 2023

  
• 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, 26 Apr. 2023

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

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

  International journal of infectious diseases : IJID : official publication of the International Society for Infectious Diseases, Nov. 2022

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

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

  International journal of clinical oncology, Oct. 2022

  
• 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, Aug. 2022

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

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

  The journal of obstetrics and gynaecology research, Jul. 2022

  
• 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

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

  Journal of the American Heart Association, 21 Jun. 2022

  
• 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.

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

  Resuscitation, Nov. 2021

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

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

  Neurosurgical review, Oct. 2021

  
• Outcome Related to Level of Targeted Temperature Management in Postcardiac Arrest Syndrome of Low, Moderate, and High Severities

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

  Critical Care Medicine, Aug. 2021

  
• 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, 26 Jul. 2021

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

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

  Resuscitation, Jul. 2021

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

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

  European Journal of Human Genetics, May 2021

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

  Ryo Emoto; Atsushi Kawaguchi; Kunihiko Takahashi; Shigeyuki Matsui

  Computational and Mathematical Methods in Medicine, 09 Dec. 2020

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

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

  Cancer Science, Nov. 2020

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

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

  Statistics in Medicine, 20 Jul. 2019

  
• 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

  
• 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

  

Presentations

• 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., 19 Mar. 2023, 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, 05 Oct. 2022

  
• 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, 13 May 2022, 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, 12 Sep. 2020

  
• 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., 02 Apr. 2019

  
• 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., 24 Mar. 2019, 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」, 11 Aug. 2018

  
• 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, 30 Jul. 2018, 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., 25 Mar. 2018, 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」, Mar. 2017

  

External funds: Kakenhi

• 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

  Grant-in-Aid for Early-Career Scientists

  Basic Section 60030:Statistical science-related

  Kyoto University

  江本 遼

  From 01 Apr. 2026, To 31 Mar. 2029, Adopted

  https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-26K21179/
• Statistical methods for disease association analysis using neuroimaging: deep latent structure modeling with brain functional knowledge

  Grant-in-Aid for Early-Career Scientists

  Basic Section 60030:Statistical science-related

  Nagoya University

  Ryo Emoto

  From 01 Apr. 2021, To 31 Mar. 2025, Project Closed

  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/