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Improved Risk Prediction Following Surgery Using Machine Learning Algorithms

BACKGROUND: Machine learning is used to analyze big data, often for the purposes of prediction. Analyzing a patient’s healthcare utilization pattern may provide more precise estimates of risk for adverse events (AE) or death. We sought to characterize healthcare utilization prior to surgery using ma...

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Detalles Bibliográficos
Autores principales:	Ehlers, Anne P., Roy, Senjuti Basu, Khor, Sara, Mandagani, Prathyusha, Maria, Moushumi, Alfonso-Cristancho, Rafael, Flum, David R.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Ubiquity Press 2017
Materias:	Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5983054/ https://www.ncbi.nlm.nih.gov/pubmed/29881747 http://dx.doi.org/10.13063/2327-9214.1278

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