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This paper is in the following e-collection/theme issue:

RCTs - Protocols/Proposals (eHealth) (1400) Clinical Informatics (2391) Decision Support for Health Professionals (2348) Cardiac Risk and Cardiac Risk Calculators (186) Applications of AI (1093) Responsible Health AI (266) AI Governance and Policy (80)

Published on in Vol 15 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/104230, first published .
Doctor shows tablet with "Vital-MD Study" to elderly patient

Clinical Effectiveness of AI-Based Cardiac Arrest Prediction System for General Ward Patients (VITAL-MD): Protocol for a Multicenter Pragmatic Stepped Wedge Cluster Randomized Controlled Trial

Clinical Effectiveness of AI-Based Cardiac Arrest Prediction System for General Ward Patients (VITAL-MD): Protocol for a Multicenter Pragmatic Stepped Wedge Cluster Randomized Controlled Trial

Authors of this article:

Mincheol Kim1, 2 Author Orcid Image ;   Kyung Hoon Kim3 Author Orcid Image ;   Minsoo Kim1 Author Orcid Image ;   Sun Jung Kwon4 Author Orcid Image ;   Myung Soo Park5 Author Orcid Image ;   Ah Jin Kim6 Author Orcid Image ;   Man-Jong Lee6 Author Orcid Image ;   Mi Hwa Park6 Author Orcid Image ;   Hyung Keun Cha6 Author Orcid Image ;   Minhyeok Lee4 Author Orcid Image ;   In Beom Jeong4 Author Orcid Image ;   Soon Joo Wang7 Author Orcid Image ;   Sung Bak An8 Author Orcid Image ;   Jeen Hwa Lee5 Author Orcid Image ;   Kyung-Jae Cho1 Author Orcid Image ;   Jinhui Jang9 Author Orcid Image ;   HyoJin Jeong10 Author Orcid Image ;   Yoon Young Lee11 Author Orcid Image ;   Woori Han12 Author Orcid Image ;   VITAL-MD Study Group6 ;   Jung Soo Kim6 Author Orcid Image ;   Dongjoon Yoo6 Author Orcid Image
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Mincheol Kim   1, 2 , BSc ;   Kyung Hoon Kim   3 , MD, PhD ;   Minsoo Kim   1 , MSc ;   Sun Jung Kwon   4 , MD, PhD ;   Myung Soo Park   5 , MD ;   Ah Jin Kim   6 , MD, PhD ;   Man-Jong Lee   6 , MD, MSc ;   Mi Hwa Park   6 , MD, MSc ;   Hyung Keun Cha   6 , MD ;   Minhyeok Lee   4 , MD ;   In Beom Jeong   4 , MD ;   Soon Joo Wang   7 , MD ;   Sung Bak An   8 , MD ;   Jeen Hwa Lee   5 , MD, PhD ;   Kyung-Jae Cho   1 , MSc ;   Jinhui Jang   9 , RN, MSc ;   HyoJin Jeong   10 , RN ;   Yoon Young Lee   11 , RN ;   Woori Han   12 , RN ;   VITAL-MD Study Group   6 ;   Jung Soo Kim   6 , MD, MSc ;   Dongjoon Yoo   6 , MD

1 VUNO, Seoul, Republic of Korea

2 Department of Digital Health, Samsung Advanced Institute for Health Sciences & Technology, Sungkyunkwan University, Seoul, Republic of Korea

3 Department of Internal Medicine, Division of Pulmonary and Critical Care Medicine, College of Medicine, Incheon St. Mary's Hospital, The Catholic University of Korea, Incheon, Republic of Korea

4 Department of Internal Medicine, Division of Pulmonology and Critical Care Medicine, College of Medicine, Konyang University Hospital, Konyang University, Daejeon, Republic of Korea

5 Department of Cardiology, College of Medicine, Dongtan Sacred Heart Hospital, Hallym University, Hwaseong, Gyeonggi-do, Republic of Korea

6 Department of Critical Care Medicine, Inha University Hospital, Incheon, Republic of Korea

7 Department of Emergency Medicine, College of Medicine, Dongtan Sacred Heart Hospital, Hallym University, Hwaseong, Republic of Korea

8 Department of General Surgery, College of Medicine, Dongtan Sacred Heart Hospital, Hallym University, Hwaseong, Republic of Korea

9 Department of Hospital Medicine, Critical Care Support Part, Inha University Hospital, Incheon, Republic of Korea

10 Department of Nursing, Rapid Response Team, Konyang University Hospital, Daejeon, Republic of Korea

11 Department of Nursing, Incheon St. Mary's Hospital, The Catholic University of Korea, Incheon, Republic of Korea

12 Rapid Response Team, Dongtan Sacred Heart Hospital, Hwaseong, Republic of Korea

Corresponding Author:

  • Dongjoon Yoo, MD
  • Department of Critical Care Medicine
  • Inha University Hospital
  • 27 Inhang-ro, Jung-gu
  • Incheon 22332
  • Republic of Korea
  • Phone: 82 32-890-2114
  • Fax: 82 32-890-2114
  • Email: djinyoo@gmail.com