Improving Mortality Risk Prediction with Routine Clinical Data: A Practical Machine Learning Model Based on eICU Patients

PURPOSE: Mortality risk prediction helps clinicians make better decisions in patient healthcare. However, existing severity scoring systems or algorithms used in intensive care units (ICUs) often rely on laborious manual collection of complex variables and lack sufficient validation in diverse clini...

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Detalles Bibliográficos
Autores principales: Zhao, Shangping, Tang, Guanxiu, Liu, Pan, Wang, Qingyong, Li, Guohui, Ding, Zhaoyun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove 2023
Materias:
Original Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10387249/
https://www.ncbi.nlm.nih.gov/pubmed/37525648
http://dx.doi.org/10.2147/IJGM.S391423

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10387249/
https://www.ncbi.nlm.nih.gov/pubmed/37525648
http://dx.doi.org/10.2147/IJGM.S391423

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