Machine Learning for Intensive Care Unit Length-of-Stay Prediction: A Simulation-Based Approach to Bed Capacity Management.
Background: While machine learning (ML) models are increasingly used to predict outcomes in health care, their practical effect on health care operations, such as bed capacity management, remains underexplored. There is a variety of traditionally used evaluation metrics to analyze ML models; however...
| Published in: | Medical Decision Making Vol. 46; no. 3; pp. 355 - 371 |
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| Main Authors: | , |
| Format: | algorithm research tables/charts Journal Article |
| Published: |
Sage Publications Inc.
Apr2026
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| Online Access: | View this record in EBSCOhost |