AUTHOR=Liu Xi , Li Meiyi , Liu Xu , Luo Yuting , Yang Dong , Ouyang Hui , He Jiaoling , Xia Jinyu , Xiao Fei 

TITLE=Clinical validation and optimization of machine learning models for early prediction of sepsis

JOURNAL=Frontiers in Medicine

VOLUME=12

YEAR=2025

URL=https://www.frontiersin.org/journals/medicine/articles/10.3389/fmed.2025.1521660

DOI=10.3389/fmed.2025.1521660

ISSN=2296-858X