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

Mobile Health (mhealth) (5352) mHealth for Data Collection and Research (1809) Alcohol Abuse, Alcoholism Prevention and Recovery (390) Machine Learning (3399) Digital Biomarkers and Digital Phenotyping (485) Ecological Momentary Assessment (EMA) (535) Artificial Intelligence (5136)

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/101973, first published .
Person using smartphone with holographic displays of brain scan, heart rate, and sleep tracker.

Forecasting Next-Day Alcohol Craving in Individuals With Problematic Alcohol Use With Multimodal Data and a Tiny Recurrent Neural Network: Prospective Longitudinal Study

Forecasting Next-Day Alcohol Craving in Individuals With Problematic Alcohol Use With Multimodal Data and a Tiny Recurrent Neural Network: Prospective Longitudinal Study

Authors of this article:

Dongwon Lee1 Author Orcid Image ;   Ji-Yoon Lee2 Author Orcid Image ;   Hyeonmin Lee3 Author Orcid Image ;   Mina Kwon3 Author Orcid Image ;   Suyeon Song3 Author Orcid Image ;   Jeonghyun Yoon4 Author Orcid Image ;   Young-Chul Jung5, 6 Author Orcid Image ;   Woo-Young Ahn1, 3, 7 Author Orcid Image ;   Jung-Seok Choi8 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Dongwon Lee   1 * , BS ;   Ji-Yoon Lee   2 * , PhD ;   Hyeonmin Lee   3 , MA ;   Mina Kwon   3 , PhD ;   Suyeon Song   3 , MA ;   Jeonghyun Yoon   4 ;   Young-Chul Jung   5, 6 , MD, PhD ;   Woo-Young Ahn   1, 3, 7 , PhD ;   Jung-Seok Choi   8 , MD, PhD

1 AI Institute, Seoul National University, Seoul, Republic of Korea

2 Center for Artificial Intelligence in Healthcare, Seoul National University Bundang Hospital, Seongnam, Gyeonggi-do, Republic of Korea

3 Department of Psychology, Seoul National University, Seoul, Republic of Korea

4 Blue Signum, Seoul, Republic of Korea

5 Institute of Behavioral Science in Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea

6 Department of Psychiatry, Yonsei University College of Medicine, Seoul, Republic of Korea

7 Department of Brain and Cognitive Sciences, Seoul National University, Seoul, Republic of Korea

8 Department of Psychiatry, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea

*these authors contributed equally

Corresponding Author:

  • Jung-Seok Choi, MD, PhD
  • Department of Psychiatry
  • Samsung Medical Center, Sungkyunkwan University School of Medicine
  • 81 Irwon-ro, Gangnam-gu
  • Seoul 06351
  • Republic of Korea
  • Phone: 82 2-3410-3581
  • Fax: 82 2-3410-0050
  • Email: choijs73@skku.edu