Predicting Gram-negative bloodstream infection in elderly patients after isolation of GNB from non-blood specimens: a machine learning-based tool

BackgroundThis study aimed to develop a machine learning-based model for the early identification of elderly inpatients at high risk of Gram-negative bloodstream infection immediately following the first detection of Gram-negative bacteria in non-blood specimens (e.g., urine, sputum, wound secretion...

Descrición completa

Detalles Bibliográficos

Principais autores:	Xinran Lin, Daoming Zhang, Ping Jiang, Yongping Yao, Yu Lv
Formato:	Artigo
Idioma:	Inglês
Publicado:	Frontiers Media S.A. 2026-06-01
Series:	Frontiers in Medicine
Assuntos:	bloodstream infection elderly Gram-negative bacteria machine learning predictive model XGBoost
Acceso en liña:	https://www.frontiersin.org/articles/10.3389/fmed.2026.1819369/full
Tags:	Engadir etiqueta Sen Etiquetas, Sexa o primeiro en etiquetar este rexistro!