Early Sepsis Prediction Using Publicly Available Data: High-Performance AI/ML Models with First-Hour Clinical Information

<b>Objectives:</b> Early identification of sepsis is critical, as delayed diagnosis significantly increases morbidity and mortality. We aimed to develop and validate AI/ML models for early sepsis prediction using structured electronic health record (EHR) data, waveform data, and a combination of bot...

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Autores principales:	Hao Wang, Destiny Pounds, Wenhui Zhang, Alaa Y. Mokbel, Md Niamul Kabir, Xin Yao Lin, April Highlander, Iman Dehzangi
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	MDPI AG 2025-10-01
Colección:	Diagnostics
Materias:	AI/ML sepsis early detection algorithm
Acceso en línea:	https://www.mdpi.com/2075-4418/15/21/2727
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