A Neural Network Model Using Pain Score Patterns to Predict the Need for Outpatient Opioid Refills Following Ambulatory Surgery: Algorithm Development and Validation

BACKGROUND: Expansion of clinical guidance tools is crucial to identify patients at risk of requiring an opioid refill after outpatient surgery. OBJECTIVE: The objective of this study was to develop machine learning algorithms incorporating pain and opioid features to predict the need for outpatient...

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Detalles Bibliográficos
Autores principales: Gabriel, Rodney Allanigue, Simpson, Sierra, Zhong, William, Burton, Brittany Nicole, Mehdipour, Soraya, Said, Engy Tadros
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2023
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9947767/
https://www.ncbi.nlm.nih.gov/pubmed/36753316
http://dx.doi.org/10.2196/40455

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