3D Cardiac Magnetic Resonance Substrate Features-Based Machine Learning Model for Post-myocardial Infarction Risk Stratification: a Multicenter Study
ML models using 3D CMR substrate features significantly improve post-MI MACE prediction compared with traditional methods, offering interpretable and personalized risk stratification tools.
Authors
- Ling J. Wang
- X M Li (ORCID: https://orcid.org/0009-0002-5578-4693)
- Xiaoying Zhao
- Xinxiang Zhao
Institutions
- Army Medical University (CN)
- Kunming Medical University (CN)
- Daping Hospital (CN)
- Qujing Normal University (CN)
- First Affiliated Hospital of Kunming Medical University (CN)
- Yan'an Hospital Affiliated To Kunming Medical University (CN)
- Sixth Affiliated Hospital of Kunming Medical University (CN)
- University of Hong Kong (HK)
Publication Details
- Journal
- Canadian Journal of Cardiology
- Published
- 2026-02-01
- DOI
- https://doi.org/10.1016/j.cjca.2026.01.064
- Primary Topic
- Cardiac Imaging and Diagnostics
- Type
- article
- Field-Weighted Citation Impact
- 0.00