Deep learning prediction of peak oxygen uptake in patients with coronary heart disease: a retrospective study
The CPET deep learning model shows potential for predicting VO₂peak in CHD patients, but further external validation and prospective studies are required before clinical application.
Authors
- Tao Shen (ORCID: https://orcid.org/0000-0002-6526-1071)
- Wei Zhao (ORCID: https://orcid.org/0000-0001-9300-2512)
- Guomin Hu
- Chuan Ren (ORCID: https://orcid.org/0000-0003-4559-9507)
Institutions
- Peking University (CN)
- Peking University Third Hospital (CN)
Publication Details
- Journal
- BMJ Open
- Published
- 2025-10-01
- DOI
- https://doi.org/10.1136/bmjopen-2025-098878
- Citations
- 1
- Primary Topic
- Cardiovascular and exercise physiology
- Type
- article
- Field-Weighted Citation Impact
- 2.38
Funders
- Peking University
- Peking University Third Hospital