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

Artificial Intelligence (1723) Machine Learning (1730) Pulmonology, COPD (165) Respiratory Medicine (121) Clinical Information and Decision Making (1648)

Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/69785, first published .
Deep Learning–Based Chronic Obstructive Pulmonary Disease Exacerbation Prediction Using Flow-Volume and Volume-Time Curve Imaging: Retrospective Cohort Study

Deep Learning–Based Chronic Obstructive Pulmonary Disease Exacerbation Prediction Using Flow-Volume and Volume-Time Curve Imaging: Retrospective Cohort Study

Deep Learning–Based Chronic Obstructive Pulmonary Disease Exacerbation Prediction Using Flow-Volume and Volume-Time Curve Imaging: Retrospective Cohort Study

Authors of this article:

Eun-Tae Jeon1 Author Orcid Image ;   Heemoon Park2 Author Orcid Image ;   Jung-Kyu Lee2 Author Orcid Image ;   Eun Young Heo2 Author Orcid Image ;   Chang Hoon Lee3 Author Orcid Image ;   Deog Kyeom Kim2 Author Orcid Image ;   Dong Hyun Kim4 Author Orcid Image ;   Hyun Woo Lee2 Author Orcid Image
Article Authors Cited by Tweetations (1) Metrics

Eun-Tae Jeon   1 , PhD ;   Heemoon Park   2 , PhD ;   Jung-Kyu Lee   2 , PhD ;   Eun Young Heo   2 , PhD ;   Chang Hoon Lee   3 , PhD ;   Deog Kyeom Kim   2 , PhD ;   Dong Hyun Kim   4 * , PhD ;   Hyun Woo Lee   2 * , PhD

1 Department of Neurology, Korea University Ansan Hospital, Korea University College of Medicine, Ansan, Republic of Korea

2 Department of Internal Medicine, Division of Respiratory and Critical Care, Seoul National University College of Medicine, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul, Republic of Korea

3 Department of Internal Medicine, Division of Pulmonary and Critical Care Medicine, Seoul National University Hospital, Seoul, Republic of Korea

4 Department of Radiology, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Republic of Korea

*these authors contributed equally

Corresponding Author:

  • Hyun Woo Lee, PhD
  • Department of Internal Medicine
  • Division of Respiratory and Critical Care
  • Seoul National University College of Medicine, Seoul Metropolitan Government-Seoul National University Boramae Medical Center
  • 20 Boramae-ro-5-gil, Dongjak-gu
  • Seoul, 07061
  • Republic of Korea
  • Phone: 82 10-9755-6172
  • Email: athrunzara86@gmail.com