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...

ver descrição completa

Detalhes bibliográficos

Principais autores:	Yingjun Xiao, Xiling Chen, Xiping Ou, Zheqing Dong, Xiaoyan Zhang, Wei Liang, Xiaojing Nan, Chan Xu, Xiaobo Lai, Peng Xu, Kui Fang
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Frontiers Media S.A. 2025-09-01
coleção:	Frontiers in Microbiology
Assuntos:	Talaromyces marneffei febrile patients machine learning predictive model feature mining
Acesso em linha:	https://www.frontiersin.org/articles/10.3389/fmicb.2025.1654918/full
Tags:	Adicionar Tag Sem tags, seja o primeiro a adicionar uma tag!