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Open Access

Peer-reviewed

Research Article

Uncovering key biomarkers, potential therapeutic targets and development of deep learning model in heart failure

Ming Du,

Roles Conceptualization, Data curation, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft

Affiliation Department of Cardiovascular Medicine, Liaoning Provincial People’s Hospital, Shenyang, China
⨯
Shuang He,

Roles Writing – original draft, Writing – review & editing

Affiliation Department of Cardiovascular Medicine, Liaoning Provincial People’s Hospital, Shenyang, China
⨯
Jiaojiao Liu,

Roles Writing – original draft, Writing – review & editing

Affiliation Department of Cardiovascular Medicine, Liaoning Provincial People’s Hospital, Shenyang, China
⨯
Long Yuan

Roles Validation

* E-mail: longyuan0866@163.com

Affiliation Department of Cardiovascular Medicine, Liaoning Provincial People’s Hospital, Shenyang, China

https://orcid.org/0009-0001-0630-8116

⨯

Uncovering key biomarkers, potential therapeutic targets and development of deep learning model in heart failure

Ming Du,
Shuang He,
Jiaojiao Liu,
Long Yuan

x

Published: September 3, 2025
https://doi.org/10.1371/journal.pone.0330780

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