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

Formative Evaluation of Digital Health Interventions (3282) Data Science (362) New Methods (1143) Clinical Informatics (1342)

Published on in Vol 10 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/80815, first published .
Multimodal Transformer–Based Electrocardiogram Analysis for Cardiovascular Comorbidity Detection: Model Development and Validation Study

Multimodal Transformer–Based Electrocardiogram Analysis for Cardiovascular Comorbidity Detection: Model Development and Validation Study

Multimodal Transformer–Based Electrocardiogram Analysis for Cardiovascular Comorbidity Detection: Model Development and Validation Study

Authors of this article:

Zi Yang1 Author Orcid Image ;   Xiaojuan Wang2 Author Orcid Image ;   Jianlin Wang1 Author Orcid Image ;   Qi Guang1 Author Orcid Image ;   Xueqian Ding1 Author Orcid Image ;   Hao Liu1 Author Orcid Image ;   Yunpeng Xu3 Author Orcid Image ;   Jing Zhao2 Author Orcid Image ;   Ming Bai2 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Zi Yang   1 , MSc ;   Xiaojuan Wang   2 , PhD ;   Jianlin Wang   1 , MSc ;   Qi Guang   1 , MSc ;   Xueqian Ding   1 , MSc ;   Hao Liu   1 , MSc ;   Yunpeng Xu   3 , PhD ;   Jing Zhao   2 , MSc ;   Ming Bai   2 , PhD

1 Information Center, The First Hospital of Lanzhou University, Lanzhou, China

2 Heart Center, First Hospital of Lanzhou University, Lanzhou, Gansu, China

3 The First School of Clinical Medicine of Lanzhou University, Lanzhou, China

Corresponding Author:

  • Ming Bai, PhD
  • Heart Center
  • First Hospital of Lanzhou University
  • No. 1, Donggang West Rd., Chengguan Dist
  • Lanzhou, Gansu 730000
  • China
  • Phone: 8609318356763
  • Email: baim@lzu.edu.cn