CISepsis: a causal inference framework for early sepsis detection

IntroductionThe early prediction of sepsis based on machine learning or deep learning has achieved good results.Most of the methods use structured data stored in electronic medical records, but the pathological characteristics of sepsis involve complex interactions between multiple physiological sys...

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Principais autores:	Qiang Li, Dongchen Li, He Jiao, Zhenhua Wu, Weizhi Nie
Format:	Artigo
Jezik:	Inglês
Izdano:	Frontiers Media S.A. 2024-11-01
Serija:	Frontiers in Cellular and Infection Microbiology
Teme:	sepsis MIMIC-IV causal inference back-door intervention instrumental variable
Online dostop:	https://www.frontiersin.org/articles/10.3389/fcimb.2024.1488130/full
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