A Retrospective Cohort Study: Predicting 90-Day Mortality for ICU Trauma Patients with a Machine Learning Algorithm Using XGBoost Using MIMIC-III Database

OBJECTIVE: The aim of this study was to develop and validate a machine learning-based predictive model that predicts 90-day mortality in ICU trauma patients. METHODS: Data of patients with severe trauma were extracted from the Medical Information Mart for Intensive Care III (MIMIC-III) database. The...

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Detalles Bibliográficos
Autores principales: Yang, Shan, Cao, Lirui, Zhou, Yongfang, Hu, Chenggong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove 2023
Materias:
Original Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10493110/
https://www.ncbi.nlm.nih.gov/pubmed/37701177
http://dx.doi.org/10.2147/JMDH.S416943

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10493110/
https://www.ncbi.nlm.nih.gov/pubmed/37701177
http://dx.doi.org/10.2147/JMDH.S416943

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