Precision cardiovascular medicine with big data and AI

Cardiovascular disease remains the leading cause of death and disability worldwide. The convergence of big data and artificial intelligence (AI) is reshaping precision cardiovascular medicine through multimodal integration of electronic health records (EHRs), imaging, omics, and wearable data across the care continuum, enabling predictive, diagnostic, therapeutic, and system-level optimization. However, translation into durable clinical benefit remains constrained by evidentiary gaps, implementation complexity, and fragmented governance architectures.

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Publication Details

Journal
npj Digital Medicine
Published
2026-03-17
DOI
https://doi.org/10.1038/s41746-026-02538-0
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
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article

Precision cardiovascular medicine with big data and AI

Meng Wan, Yiwen Li, Jianqing Ju, Yajie Cai et al.
npj Digital Medicine
Artificial Intelligence in Healthcare and Education
article

Precision cardiovascular medicine with big data and AI

Meng Wan, Yiwen Li, Jianqing Ju, Yajie Cai, Qian Xu, Yanwu Xu, Yue Liu, MengMeng Zhu, Yiwen Li, Xi Cheng
article en

Abstract

Cardiovascular disease remains the leading cause of death and disability worldwide. The convergence of big data and artificial intelligence (AI) is reshaping precision cardiovascular medicine through multimodal integration of electronic health records (EHRs), imaging, omics, and wearable data across the care continuum, enabling predictive, diagnostic, therapeutic, and system-level optimization. However, translation into durable clinical benefit remains constrained by evidentiary gaps, implementation complexity, and fragmented governance architectures.

npj Digital Medicine
Chinese Academy of Medical Sciences & Peking Union Medical College (CN), Peking Union Medical College Hospital (CN), Xiyuan Hospital (CN), South China University of Technology (CN)
Good health and well-being
Openalex Percentile: Top 21%
Artificial Intelligence in Healthcare and Education
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