Published on in Vol 9, No 7 (2021): July

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/23401, first published .
A Machine Learning–Based Algorithm for the Prediction of Intensive Care Unit Delirium (PRIDE): Retrospective Study

A Machine Learning–Based Algorithm for the Prediction of Intensive Care Unit Delirium (PRIDE): Retrospective Study

A Machine Learning–Based Algorithm for the Prediction of Intensive Care Unit Delirium (PRIDE): Retrospective Study

Sujeong Hur   1, 2 * , MS ;   Ryoung-Eun Ko   3 * , MD ;   Junsang Yoo   4 , PhD ;   Juhyung Ha   5 ;   Won Chul Cha   2, 6, 7 , MD ;   Chi Ryang Chung   3 , MD, PhD

1 Department of Patient Experience Management Part, Samsung Medical Center, Seoul, Republic of Korea

2 Department of Digital Health, SAIHST, Sungkyunkwan University, Seoul, Republic of Korea

3 Department of Critical Care Medicine and Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea

4 Department of Nursing, College of Nursing, Sahmyook University, Seoul, Republic of Korea

5 Department of Computer Science, Indiana University, Bloomington, IN, United States

6 Department of Emergency Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea

7 Digital Innovation Center, Samsung Medical Center, Seoul, Republic of Korea

*these authors contributed equally

Corresponding Author:

  • Chi Ryang Chung, MD, PhD
  • Department of Critical Care Medicine and Medicine
  • Samsung Medical Center
  • Sungkyunkwan University School of Medicine
  • 81 Irwon-ro, Gangnam-gu
  • Seoul, 06351
  • Republic of Korea
  • Phone: 82 2-3410-3430
  • Fax: 82 2-2148-7088
  • Email: chiryang.chung@gmail.com