Establishment and validation of an electrocardiogram vector-based machine learning model for the conversion of prone position electrocardiograms into standard electrocardiograms
The successful development of models for converting prone ECGs to standard ECGs demonstrated good and robust diagnostic performance for CVD.
Authors
- Jun‐Yu Liu (ORCID: https://orcid.org/0009-0000-6806-4156)
- Huayue Tao (ORCID: https://orcid.org/0000-0001-8842-1261)
- Zhiquan Chen (ORCID: https://orcid.org/0000-0002-9518-7837)
- Xuhong Geng (ORCID: https://orcid.org/0000-0003-0580-7922)
- Gary Tse (ORCID: https://orcid.org/0000-0001-5510-1253)
- Zhongjian Li (ORCID: https://orcid.org/0000-0002-3685-381X)
- Jiandong Zhou (ORCID: https://orcid.org/0000-0003-3780-9033)
- Kang‐Yin Chen (ORCID: https://orcid.org/0000-0001-7056-6438)
- Shijia Geng (ORCID: https://orcid.org/0000-0002-9628-8808)
- Shenda Hong (ORCID: https://orcid.org/0000-0001-7521-5127)
- Zheng-Kai Xue (ORCID: https://orcid.org/0000-0002-5721-3125)
- Xian Shao (ORCID: https://orcid.org/0000-0003-1720-6788)
- Tong Liu (ORCID: https://orcid.org/0000-0003-0482-0738)
- Hao Zhang (ORCID: https://orcid.org/0000-0003-3737-392X)
- Yizhi Liu (ORCID: https://orcid.org/0000-0003-4108-9593)
- Shifeng Li
- Fang-Fang Zhang
Institutions
- Hebei Medical University (CN)
- Peking University (CN)
- Nanfang Hospital (CN)
- Fourth Hospital of Hebei Medical University (CN)
- Second Affiliated Hospital of Zhengzhou University (CN)
- National Institute of Health (AM)
- Second Hospital of Tianjin Medical University (CN)
- Tianjin Medical University (CN)
- Southern Medical University (CN)
- University of Hong Kong (HK)
Publication Details
- Journal
- European Heart Journal - Digital Health
- Published
- 2025-12-11
- DOI
- https://doi.org/10.1093/ehjdh/ztaf146
- Primary Topic
- ECG Monitoring and Analysis
- Type
- article
- Field-Weighted Citation Impact
- 0.00