Seeing the Forest Beyond the Trees: Predicting Survival in Burn Patients with Machine Learning

BACKGROUND: This study aims to identify predictors of survival for burn patients at the patient and hospital level using machine learning techniques. METHODS: The HCUP SID for California, Florida and New York were used to identify patients admitted with a burn diagnosis and merged with hospital data...

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Bibliografiske detaljer
Udgivet i:Am J Surg
Main Authors: Cobb, Adrienne N., Daungjaiboon, Witawat, Brownlee, Sarah A., Baldea, Anthony J., Sanford, Arthur P., Mosier, Michael M., Kuo, Paul C.
Format: Artigo
Sprog:Inglês
Udgivet: 2017
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Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5837911/
https://ncbi.nlm.nih.gov/pubmed/29126594
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.amjsurg.2017.10.027
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