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Risk stratification and data-driven phenotyping of peripherally inserted central catheter-related bloodstream infection: an explainable machine learning analysis of a large critical care cohort

Abstract Background Peripherally inserted central catheter-related bloodstream infections (PICC-CRBSIs) are significant causes of morbidity and mortality in critically ill patients. Therefore, improved risk stratification is required for targeted prevention. This study aimed to identify key predicto...

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Bibliografiske detaljer
Principais autores: Yujia Liu, Chao Cong, Dongsheng Cheng
Format: Artigo
Sprog:Inglês
Udgivet: BMC 2026-03-01
Serier:BMC Medical Informatics and Decision Making
Fag:
Online adgang:https://doi.org/10.1186/s12911-026-03419-y
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