Artificial intelligence in electrocardiogram-based prediction of heart failure: a systematic review and meta-analysis.

Zhang S, Jiang J, Luo Y, Liu G, Hu S, Wan S, Luo C, Li H, Li N, Zhao L

DOI: 10.3389/fcvm.2025.1659298
Published: 2025
Container: Frontiers in cardiovascular medicine
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.3389/fcvm.2025.1659298,
  title = {Artificial intelligence in electrocardiogram-based prediction of heart failure: a systematic review and meta-analysis.},
  author = {Zhang S and Jiang J and Luo Y and Liu G and Hu S and Wan S and Luo C and Li H and Li N and Zhao L},
  year = {2025},
  journal = {Frontiers in cardiovascular medicine},
  doi = {10.3389/fcvm.2025.1659298},
  url = {https://doi.org/10.3389/fcvm.2025.1659298}
}

RIS

TY  - JOUR
TI  - Artificial intelligence in electrocardiogram-based prediction of heart failure: a systematic review and meta-analysis.
AU  - Zhang S
AU  - Jiang J
AU  - Luo Y
AU  - Liu G
AU  - Hu S
AU  - Wan S
AU  - Luo C
AU  - Li H
AU  - Li N
AU  - Zhao L
PY  - 2025
JO  - Frontiers in cardiovascular medicine
DO  - 10.3389/fcvm.2025.1659298
UR  - https://doi.org/10.3389/fcvm.2025.1659298
ER  -

APA

S, Z., J, J., Y, L., G, L., S, H., S, W., C, L., H, L., N, L., & L, Z. (2025). Artificial intelligence in electrocardiogram-based prediction of heart failure: a systematic review and meta-analysis.. Frontiers in cardiovascular medicine. https://doi.org/10.3389/fcvm.2025.1659298

Source records

pubmed · retrieved 2026-09-25T22:36:37.398Z