MySurgeryRisk: Development and Validation of a Machine-Learning Risk Algorithm for Major Complications and Death after Surgery

OBJECTIVE: To accurately calculate the risk for postoperative complications and death after surgery in the preoperative period using machine-learning modeling of clinical data. SUMMARY BACKGROUND DATA: Postoperative complications cause a two-fold increase in the 30-day mortality and cost and are ass...

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Detalhes bibliográficos
Publicado no:Ann Surg
Main Authors: Bihorac, Azra, Ozrazgat-Baslanti, Tezcan, Ebadi, Ashkan, Motaei, Amir, Madkour, Mohcine, Pardalos, Panagote M., Lipori, Gloria, Hogan, William R., Efron, Philip A., Moore, Frederick, Moldawer, Lyle L., Wang, Daisy Zhe, Hobson, Charles E., Rashidi, Parisa, Li, Xiaolin, Momcilovic, Petar
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6110979/
https://ncbi.nlm.nih.gov/pubmed/29489489
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1097/SLA.0000000000002706
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