Accessibility settings

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

Computer-Aided Diagnosis (453) Electronic Health Records (1817) Machine Learning (3392) Cardiac Risk and Cardiac Risk Calculators (193) Applications of AI (1146)

Published on in Vol 14 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/95929, first published .
Doctor monitors ECG during cardiac stress test with patient on treadmill

A Disease Trajectory Representation Framework With Risk-Aware Pseudotime Analysis for Electronic Health Records: Application to Heart Failure Risk Stratification

A Disease Trajectory Representation Framework With Risk-Aware Pseudotime Analysis for Electronic Health Records: Application to Heart Failure Risk Stratification

Authors of this article:

Jhen-Li Huang1 Author Orcid Image ;   Cing-Han Yang1 Author Orcid Image ;   Tun-Wen Pai1, 2 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Jhen-Li Huang   1 , MS ;   Cing-Han Yang   1 , MS ;   Tun-Wen Pai   1, 2 , PhD

1 Department of Computer Science and Engineering, National Taiwan Ocean University, Keelung, Taiwan

2 Department of Computer Science and Information Engineering, National Taipei University of Technology, Taipei, Taiwan

Corresponding Author:

  • Tun-Wen Pai, PhD
  • Department of Computer Science and Information Engineering
  • National Taipei University of Technology
  • No. 1, Sec. 3, Zhongxiao E. Rd.
  • Taipei 106344
  • Taiwan
  • Phone: 886 2-2771-2171 ext 4222
  • Email: twp@ntut.edu.tw