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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Detalles Bibliográficos
Autores principales: 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: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7394436/
https://www.ncbi.nlm.nih.gov/pubmed/32735604
http://dx.doi.org/10.1371/journal.pone.0236833

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