Factor analysis based on SHapley Additive exPlanations for sepsis-associated encephalopathy in ICU mortality prediction using XGBoost — a retrospective study based on two large database

ObjectiveSepsis-associated encephalopathy (SAE) is strongly linked to a high mortality risk, and frequently occurs in conjunction with the acute and late phases of sepsis. The objective of this study was to construct and verify a predictive model for mortality in ICU-dwelling patients with SAE.Metho...

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Principais autores:	Jiayu Guo, Hongtao Cheng, Zicheng Wang, Mengmeng Qiao, Jing Li, Jun Lyu
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Frontiers Media S.A. 2023-12-01
coleção:	Frontiers in Neurology
Assuntos:	sepsis-associated encephalopathy (SAE) XGBoost SHAP (SHapley Additive exPlanations) ICU mortality eICU-CRD MIMIC-IV
Acesso em linha:	https://www.frontiersin.org/articles/10.3389/fneur.2023.1290117/full
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