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Identification of postoperative complications using electronic health record data and machine learning

BACKGROUND: Using the American College of Surgeons National Surgical Quality Improvement Program (NSQIP) complication status of patients who underwent an operation at the University of Colorado Hospital, we developed a machine learning algorithm for identifying patients with one or more complication...

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Detalhes bibliográficos
Publicado no:Am J Surg
Main Authors: Bronsert, Michael, Singh, Abhinav B., Henderson, William G., Hammermeister, Karl, Meguid, Robert A., Colborn, Kathryn L.
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7183252/
https://ncbi.nlm.nih.gov/pubmed/31635792
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.amjsurg.2019.10.009
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