Accessibility settings

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

Advanced Data Analytics in eHealth (349) Mobile Health (mhealth) (5151) Machine Learning (3147) Cardiac Arrhythmia, Atrial Fibrillation (141) Signal Processing (26)

Published on in Vol 14 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/87142, first published .
Phone displaying AF High Risk ECG results next to a person applying a wearable heart monitor patch.

Prediction of Atrial Fibrillation Occurrence With Handheld Mobile Electrocardiogram: Deep Learning Model Development Using Real-World Data

Prediction of Atrial Fibrillation Occurrence With Handheld Mobile Electrocardiogram: Deep Learning Model Development Using Real-World Data

Authors of this article:

Minje Park1 Author Orcid Image ;   Hyun Jin Ahn1 Author Orcid Image ;   Yeongyeon Na1 Author Orcid Image ;   Sunghoon Joo1 Author Orcid Image ;   Young Ho Lee2, 3 Author Orcid Image ;   Seongwoo Han4 Author Orcid Image ;   Myung Soo Park4 Author Orcid Image ;   Dae Young Cheon4 Author Orcid Image ;   Jeen Hwa Lee4 Author Orcid Image ;   Ki Hong Lee3, 5 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Minje Park   1 , MS ;   Hyun Jin Ahn   1 , MD ;   Yeongyeon Na   1 , MS ;   Sunghoon Joo   1 , PhD ;   Young Ho Lee   2, 3 , MS ;   Seongwoo Han   4 , MD, PhD ;   Myung Soo Park   4 , MD ;   Dae Young Cheon   4 , MD ;   Jeen Hwa Lee   4 , MD, PhD ;   Ki Hong Lee   3, 5 , MD, PhD

1 VUNO Inc., Seoul, Republic of Korea

2 Department of Biomedical Sciences, Chonnam National University Graduate School, Gwangju, Republic of Korea

3 Department of Cardiovascular Medicine, Chonnam National University Hospital, Gwangju, Republic of Korea

4 Division of Cardiology, Hallym University Dongtan Sacred Heart Hospital, Hwaseong, Republic of Korea

5 Department of Internal Medicine, Chonnam National University Medical School, Gwangju, Republic of Korea

Corresponding Author:

  • Ki Hong Lee, MD, PhD
  • Department of Cardiovascular Medicine
  • Chonnam National University Hospital
  • The Heart Center of Chonnam National University Hospital, 42 Jaebongro, Dong-gu
  • Gwangju 61469
  • Republic of Korea
  • Phone: 82 62-220-6242
  • Fax: 82 62-223-3105
  • Email: drgood2@naver.com