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Development, Deployment, and Implementation of a Machine Learning Surgical Case Length Prediction Model and Prospective Evaluation

OBJECTIVE: To implement a machine learning model using only the restricted data available at case creation time to predict surgical case length for multiple services at different locations. BACKGROUND: The operating room is one of the most expensive resources in a health system, estimated to cost $2...

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Detalles Bibliográficos
Autores principales: Zaribafzadeh, Hamed, Webster, Wendy L., Vail, Christopher J., Daigle, Thomas, Kirk, Allan D., Allen, Peter J., Henao, Ricardo, Buckland, Daniel M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10631498/
https://www.ncbi.nlm.nih.gov/pubmed/37264901
http://dx.doi.org/10.1097/SLA.0000000000005936