Machine Learning Prediction Models to Reduce Length of Stay at Ambulatory Surgery Centers Through Case Resequencing.

The post-anesthesia care unit (PACU) length of stay is an important perioperative efficiency metric. The aim of this study was to develop machine learning models to predict ambulatory surgery patients at risk for prolonged PACU length of stay - using only pre-operatively identified factors - and the...

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Bibliographic Details

Published in:	Journal of Medical Systems Vol. 47; no. 1; pp. 1 - 10
Main Authors:	Tully, Jeffrey L., Zhong, William, Simpson, Sierra, Curran, Brian P., Macias, Alvaro A., Waterman, Ruth S., Gabriel, Rodney A.
Format:	review tables/charts Journal Article
Published:	Springer Nature 7/10/2023
Online Access:	View this record in EBSCOhost