Machine learning approach to predict postoperative opioid requirements in ambulatory surgery patients

Opioids play a critical role in acute postoperative pain management. Our objective was to develop machine learning models to predict postoperative opioid requirements in patients undergoing ambulatory surgery. To develop the models, we used a perioperative dataset of 13,700 patients (≥ 18 years) und...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Nair, Akira A., Velagapudi, Mihir A., Lang, Jonathan A., Behara, Lakshmana, Venigandla, Ravitheja, Velagapudi, Nishant, Fong, Christine T., Horibe, Mayumi, Lang, John D., Nair, Bala G.
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2020
Assuntos:
Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7394436/
https://ncbi.nlm.nih.gov/pubmed/32735604
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0236833
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