Tadahiro Goto

Profile Information

Affiliation: (Chief Scientific Officer), TXP Medical
: 東京大学医学系研究科公共健康医学専攻臨床疫学経済学講座

Degree: Master of Public Health(May, 2016, Harvard T.H. Chan School of Public Health)

Researcher number: 80622894
ORCID ID: https://orcid.org/0000-0002-5880-2968
J-GLOBAL ID: 202001007163724406
researchmap Member ID: R000002162

Research Interests

救急医療

Research Areas

Life sciences / Emergency medicine /

Awards

Dec, 2021

Best Presentation Award in Datathon, Healthcare AI EXPO 2021
Dec, 2020

Outstanding Performance Award in Datathon (Finalist), Healthcare AI EXPO 2020
Jul, 2020

Excellent Abstract Award, The Japanese Society of Intensive Care Medicine
Oct, 2016

Research Fellowship, Uehara Memorial Foundation
Oct, 2016

Excellence in Research Award (Best paper), American College of Emergency Physicians
May, 2015

Research Fellowship, St Luke's Life Science Institute

Papers

100

Resuscitative endovascular balloon occlusion of the aorta for life-threatening postpartum hemorrhage: A nationwide observational study in Japan.

Kyosuke Kamijo, Mikio Nakajima, Daisuke Shigemi, Richard H Kaszynski, Hiroyuki Ohbe, Tadahiro Goto, Yusuke Sasabuchi, Kiyohide Fushimi, Hiroki Matsui, Hideo Yasunaga

The journal of trauma and acute care surgery, Apr 21, 2022
A Machine Learning-Based Predictive Model to Identify Patients Who Failed to Attend a Follow-up Visit for Diabetes Care After Recommendations From a National Screening Program.

Akira Okada, Yohei Hashimoto, Tadahiro Goto, Satoko Yamaguchi, Sachiko Ono, Kayo Ikeda Kurakawa, Masaomi Nangaku, Toshimasa Yamauchi, Hideo Yasunaga, Takashi Kadowaki

Diabetes care, Apr 18, 2022
Development and validation of early prediction models for new-onset functional impairment at hospital discharge of ICU admission.

Hiroyuki Ohbe, Tadahiro Goto, Kensuke Nakamura, Hiroki Matsui, Hideo Yasunaga

Intensive care medicine, Apr 1, 2022
Association of Number of Physician Postgraduate Years With Patient Intubation Outcomes in the Emergency Department.

Tadahiro Goto, Shojiro Oka, Hiroshi Okamoto, Yusuke Hagiwara, Hiroko Watase, Kohei Hasegawa

JAMA network open, 5(4) e226622, Apr 1, 2022
Recurrent Mitral Regurgitation After MitraClip: Predictive Factors, Morphology, and Clinical Implication.

Atsushi Sugiura, Refik Kavsur, Maximilian Spieker, Christos Iliadis, Tadahiro Goto, Can Öztürk, Marcel Weber, Noriaki Tabata, Sebastian Zimmer, Jan-Malte Sinning, Victor Mauri, Patrick Horn, Malte Kelm, Stephan Baldus, Georg Nickenig, Ralf Westenfeld, Roman Pfister, Marc Ulrich Becher

Circulation. Cardiovascular interventions, 15(3) e010895, Mar, 2022
Predictive ability of the sequential organ failure assessment score for in-hospital mortality in patients with cardiac critical illnesses: a nationwide observational study.

Yuji Nishimoto, Hiroyuki Ohbe, Hiroki Matsui, Mikio Nakajima, Yusuke Sasabuchi, Tadahiro Goto, Kojiro Morita, Kiyohide Fushimi, Yukihito Sato, Hideo Yasunaga

European heart journal. Acute cardiovascular care, Feb 14, 2022
Association Between Repeated Tracheal Intubation Attempts and Adverse Events in Children in the Emergency Department.

Hiraku Funakoshi, Yuri Kunitani, Tadahiro Goto, Hiroshi Okamoto, Yusuke Hagiwara, Hiroko Watase, Kohei Hasegawa

Pediatric emergency care, 38(2) e563-e568, Feb 1, 2022
Machine Learning Approaches for Predicting Difficult Airway and First-Pass Success in the Emergency Department: Multicenter Prospective Observational Study.

Syunsuke Yamanaka, Tadahiro Goto, Koji Morikawa, Hiroko Watase, Hiroshi Okamoto, Yusuke Hagiwara, Kohei Hasegawa

Interactive journal of medical research, 11(1) e28366, Jan 25, 2022
External validation of the POP score for predicting obstetric and gynecological diseases in the emergency department.

Yohei Okada, Asami Okada, Honoka Ito, Tomohiro Sonoo, Tadahiro Goto

The American journal of emergency medicine, 51 348-353, Jan, 2022
Risk factors of sepsis among patients with qSOFA<2 in the emergency department.

Junichiro Shibata, Itsuki Osawa, Honoka Ito, Shoko Soeno, Konan Hara, Tomohiro Sonoo, Kensuke Nakamura, Tadahiro Goto

The American journal of emergency medicine, 50 699-706, Dec, 2021
Associations of Government-issued ICU Admission Criteria with Clinical Practices, Outcomes, and ICU Bed Occupancy.

Hiroyuki Ohbe, Tadahiro Goto, Hiroki Matsui, Kiyohide Fushimi, Hideo Yasunaga

Annals of the American Thoracic Society, Nov 23, 2021
Association between intensive care unit admission of a patient and mental disorders in the spouse: a retrospective matched-pair cohort study.

Yuki Miyamoto, Hiroyuki Ohbe, Tadahiro Goto, Hideo Yasunaga

Journal of intensive care, 9(1) 69-69, Oct 29, 2021
Early response of right-ventricular function to percutaneous mitral valve repair.

Atsushi Sugiura, Jasmin Shamekhi, Tadahiro Goto, Maximilian Spieker, Christos Iliadis, Refik Kavsur, Victor Mauri, Malte Kelm, Stephan Baldus, Tetsu Tanaka, Noriaki Tabata, Jan-Malte Sinning, Marcel Weber, Sebastian Zimmer, Georg Nickenig, Ralf Westenfeld, Roman Pfister, Marc Ulrich Becher

Clinical research in cardiology : official journal of the German Cardiac Society, Oct 20, 2021
Effect of Cardiac Rehabilitation on Glomerular Filtration Rate Using Serum Cystatin C Concentration in Patients With Cardiovascular Disease and Renal Dysfunction.

Tomoaki Hama, Akiko Ushijima, Tadahiro Goto, Hirofumi Nagamatsu, Norishige Morita, Fuminobu Yoshimachi, Yuji Ikari, Yoshinori Kobayashi

Journal of cardiopulmonary rehabilitation and prevention, Oct 14, 2021
Machine learning in gastrointestinal surgery.

Takashi Sakamoto, Tadahiro Goto, Michimasa Fujiogi, Alan Kawarai Lefor

Surgery today, Sep 24, 2021
New machine learning scoring system for predicting postoperative mortality in gastroduodenal ulcer perforation: A study using a Japanese nationwide inpatient database.

Takaaki Konishi, Tadahiro Goto, Michimasa Fujiogi, Nobuaki Michihata, Ryosuke Kumazawa, Hiroki Matsui, Kiyohide Fushimi, Masahiko Tanabe, Yasuyuki Seto, Hideo Yasunaga

Surgery, Sep 16, 2021
Physician visits and medication prescriptions for major chronic diseases during the COVID-19 pandemic in Japan: retrospective cohort study.

Itsuki Osawa, Tadahiro Goto, Yuko Asami, Noriharu Itoh, Yasuyuki Kaga, Yuji Yamamoto, Yusuke Tsugawa

BMJ open, 11(7) e050938, Jul 23, 2021
Initial assessment in emergency departments by chief complaint and respiratory rate.

Shoko Soeno, Konan Hara, Ryo Fujimori, Katsuhiko Hashimoto, Toru Shirakawa, Tomohiro Sonoo, Kensuke Nakamura, Tadahiro Goto

Journal of general and family medicine, 22(4) 202-208, Jul, 2021
Accuracy and Stability of a Subcutaneous Flash Glucose Monitoring System in Critically Ill Patients.

Hiromu Naraba, Tadahiro Goto, Mitsuhiro Tokuda, Tomohiro Sonoo, Hidehiko Nakano, Yuji Takahashi, Hideki Hashimoto, Kensuke Nakamura

Journal of diabetes science and technology, 19322968211017203-19322968211017203, Jun 11, 2021
Association of Initial Potassium Levels with the Type of Stroke in the Emergency Department.

Kiyomitsu Fukaguchi, Hiroshi Yamagami, Shoko Soeno, Konan Hara, Toru Shirakawa, Tomohiro Sonoo, Kensuke Nakamura, Tadahiro Goto

Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association, 30(8) 105875-105875, May 29, 2021 Peer-reviewed

Misc.

黒船来航?ICUにおける新しいエビデンス創出法を提案します機械学習を用いた集中治療における臨床研究とその展望

後藤匡啓

日本集中治療医学会雑誌, 28(Suppl.2) 205-205, Sep, 2021
敗血症性DIC〜我々はこう考えこう治療している〜凝固マーカーによる敗血症患者phenotypingとリコンビナントトロンボモジュリンの治療効果

工藤大介, 後藤匡啓, 内御堂亮, 早川峰司, 山川一馬, 阿部智一, 白石淳, 久志本成樹

日本集中治療医学会雑誌, 28(Suppl.2) 209-209, Sep, 2021
配偶者のICU入院後の心血管イベントのリスク

大邉寛幸, 後藤匡啓, 宮本雄気, 康永秀生

日本集中治療医学会雑誌, 28(Suppl.2) 340-340, Sep, 2021
【肥満に対する介入と心・呼吸器疾患】肥満手術が呼吸器疾患に与える影響

後藤匡啓

心臓, 53(5) 430-435, May, 2021
機械学習を用いた胃十二指腸潰瘍穿孔手術後の在院死亡予測モデルの開発と妥当性検証

小西孝明, 後藤匡啓, 藤雄木亨真, 康永秀生, 森園亜里紗, 原田真悠水, 佐藤綾花, 丹羽隆善, 西岡琴江, 田辺真彦, 瀬戸泰之

日本外科学会定期学術集会抄録集, 121回 SF-8, Apr, 2021
食道癌予後予測因子としての炎症凝固マーカーを用いたクラスタリングの有用性

星野尚大, 松田諭, 後藤匡啓, 真柳修平, 入野誠之, 福田和正, 中村理恵子, 和田則仁, 川久保博文, 北川雄光

日本食道学会学術集会プログラム・抄録集, 74回 360-360, Dec, 2020
外科領域へのAI利用の現状とこれから急性期医療領域におけるAI音声入力・テキスト解析の事例

園生智弘, 後藤匡啓

日本臨床外科学会雑誌, 81(増刊) 191-191, Oct, 2020
DICのエビデンスの再検証機械学習による敗血症患者phenotypingと治療効果

工藤大介, 後藤匡啓, 内御堂亮, 山川一馬, 早川峰司, 久志本成樹

日本血栓止血学会誌, 31(2) 170-170, May, 2020
Author Correction: Association of ketamine use with lower risks of post-intubation hypotension in hemodynamically-unstable patients in the emergency department.

Tadayoshi Ishimaru, Tadahiro Goto, Jin Takahashi, Hiroshi Okamoto, Yusuke Hagiwara, Hiroko Watase, Kohei Hasegawa

Scientific reports, 10(1) 2208-2208, Feb 5, 2020
医学情報を獲りに行け!医学情報を集めてみよう!文献管理ソフトを比べてみよう

後藤匡啓, 後藤匡啓

レジデントノート, 22(7) 1288-1292, 2020
NEXT Stage ERを用いた救急領域のAI研究

園生智弘, 園生智弘, 後藤匡啓, 後藤匡啓, 原湖楠, 原湖楠, 白川透, 白川透, 小倉健太郎, 小倉健太郎, 藤森遼, 藤森遼, 中村謙介

日本臨床救急医学会雑誌, 23(3) 346-346, 2020
機械学習による敗血症患者phenotypingと治療効果

工藤大介, 後藤匡啓, 内御堂亮, 山川一馬, 早川峰司, 久志本成樹

日本血栓止血学会誌, 31(2) 170-170, 2020
Clinical research using machine learning in the ICU

後藤匡啓, 後藤匡啓

Intensivist, 12(4) 798-804, 2020
臨床研究の視点から見る機械学習の手法と応用

後藤匡啓

日本集中治療医学会学術集会(Web), 47th(Suppl.) 308-308, 2020
敗血症フェノタイプとアンチトロンビン製剤の効果

後藤匡啓, 工藤大介, 内御堂亮, 山川一馬, 早川峰司, 久志本成樹, 康永秀生, 中野実

日本集中治療医学会学術集会(Web), 47th(Suppl.) 420-420, 2020
救急外来におけるGEBを用いた気管挿管について~多施設前向き観察研究:JEAN-2study~

後藤縁, 後藤匡啓, 萩原佑亮, 岡本洋史, 渡瀬博子, 長谷川耕平, 長谷川耕平

日本集中治療医学会学術集会(Web), 47th(Suppl.) 476-476, 2020
外傷性凝固異常の機械学習を用いた臨床分類とその特徴FORECAST-Trauma研究

白石淳, 後藤匡啓, 後藤匡啓, 和田剛志, 丸藤哲

日本救急医学会雑誌, 31(11 (Web)) 718-718, 2020
カルテ記載に連動した大動脈解離のリアルタイムアラートシステムの開発

藤森遼, 藤森遼, 白川透, 白川透, 原湖楠, 原湖楠, 園生智弘, 園生智弘, 後藤匡啓, 後藤匡啓, 中村謙介

日本救急医学会雑誌, 31(11 (Web)) 738-738, 2020
凝固マーカーによる敗血症患者phenotypingとリコンビナントトロンボモジュリンの治療効果

工藤大介, 後藤匡啓, 内御堂亮, 早川峰司, 山川一馬, 阿部智一, 白石淳, 久志本成樹

日本救急医学会雑誌, 31(11 (Web)) 872-872, 2020
脳卒中患者における血清カリウム値と脳出血との関連

鱶口清満, 山上浩, 添野祥子, 原湖楠, 原湖楠, 白川透, 白川透, 園生智弘, 園生智弘, 中村謙介, 後藤匡啓, 後藤匡啓

日本救急医学会雑誌, 31(11 (Web)) 973-973, 2020

Books and Other Publications

僕らはまだ、臨床研究論文の本当の読み方を知らない。 : 論文をどう読んでどう考えるか

後藤, 匡啓, 長谷川, 耕平

羊土社, May, 2021 (ISBN: 9784758123730)
Tintinalli's emergency medicine : a comprehensive study guide

Tintinalli, Judith E., Ma, O. John, Yealy, Donald M., Meckler, Garth D, Stapczynski, J. Stephan, Cline, David, Thoms, Stephen H. (Role: Contributor, Asthma)

McGraw-Hill Education, 2020 (ISBN: 9781260019933)

Research Projects

Development of medical system and devices to seamlessly share information for detecting worsening critical condition.

Japan Agency for Medical Research and Development (AMED), 2021 - 2024
Estimating quality of life changes based on machine learning methods

Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, Apr, 2020 - Mar, 2023

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