Explainable machine learning-driven identification of heart failure biomarkers: a multi-model feature selection approach with SHAP-based interpretability
Crossref DOI link: https://doi.org/10.1038/s41598-026-54867-5
Published Online: 2026-05-26
Update policy: https://doi.org/10.1007/springer_crossmark_policy
Zhao, Yuhe
Zhang, Ruoyu
Zha, Kelan
Li, Yafei
Li, Huan
Wang, Yong
Dai, Shuren
Zeng, Yu
Text and Data Mining valid from 2026-05-26
Accepted Manuscript valid from 2026-05-26
Article History
Received: 24 September 2025
Accepted: 20 May 2026
First Online: 26 May 2026
Declarations
:
: The authors declare no competing interests.