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.

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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
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article

Establishment and validation of an electrocardiogram vector-based machine learning model for the conversion of prone position electrocardiograms into standard electrocardiograms

Jun‐Yu Liu, Huayue Tao, Zhiquan Chen, Xuhong Geng et al.
European Heart Journal - Digital Health
ECG Monitoring and Analysis
article

Establishment and validation of an electrocardiogram vector-based machine learning model for the conversion of prone position electrocardiograms into standard electrocardiograms

Jun‐Yu Liu, Huayue Tao, Zhiquan Chen, Xuhong Geng, Gary Tse, Zhongjian Li, Jiandong Zhou, Kang‐Yin Chen, Shijia Geng, Shenda Hong, Zheng-Kai Xue, Xian Shao, Tong Liu, Hao Zhang, Yizhi Liu, Shifeng Li, Fang-Fang Zhang
article en

Abstract

The successful development of models for converting prone ECGs to standard ECGs demonstrated good and robust diagnostic performance for CVD.

European Heart Journal - Digital HealthVol. 7(3)
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)
Openalex Percentile: Top 42%
ECG Monitoring and Analysis
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