Machine learning-based high-specificity diagnostic model for Talaromyces marneffei infection in febrile patients using routine clinical laboratory data

ObjectiveThis study developed and validated a machine learning (ML)-based predictive model utilizing febrile patients’ routine clinical laboratory data for the purpose of screening such patients for Talaromyces marneffei infection and to provide reference information for feature selection in the sub...

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Bibliografski detalji

Glavni autori:	Yingjun Xiao, Xiling Chen, Xiping Ou, Zheqing Dong, Xiaoyan Zhang, Wei Liang, Xiaojing Nan, Chan Xu, Xiaobo Lai, Peng Xu, Kui Fang
Format:	Artigo
Jezik:	Inglês
Izdano:	Frontiers Media S.A. 2025-09-01
Serija:	Frontiers in Microbiology
Teme:	Talaromyces marneffei febrile patients machine learning predictive model feature mining
Online pristup:	https://www.frontiersin.org/articles/10.3389/fmicb.2025.1654918/full
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