Development, Deployment, and Implementation of a Machine Learning Surgical Case Length Prediction Model and Prospective Evaluation.
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DOI: 10.1097/sla.0000000000005936
Abstract: OBJECTIVE 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 (OR) is one of… read more here.
Keywords: surgical case; case length; machine learning; case ... See more keywords
Greater Familiarity Between Surgeon and Operating Room Allied Health Staff is Associated with Shorter Case Duration - A Multi-Institutional Study.
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DOI: 10.1097/sla.0000000000006711
Abstract: OBJECTIVE To characterize the relationship between surgeon-staff familiarity and the time required to perform an operation. SUMMARY BACKGROUND DATA The clinical and operational efficiency of operating rooms (ORs) is a driver of hospital finances and… read more here.
Keywords: case length; case; staff; familiarity ... See more keywords