Hospital Length of Stay Prediction with Ensemble Methods in Machine Learning
2021 International Conference on Cyber-Physical Social Intelligence (ICCSI)（2021）
摘要
The primary mission of hospitals is to meet the demand for care by moving patients through care pathways while improving coordination of care, patient safety, and health outcomes. The patient length of stay (LOS) in a hospital is used to gauge the efficiency of a healthcare facility. The goal of this study is to develop a machine learning system to predict LOS of patients at the admission phase, w...
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关键词
Length of stay,machine learning,classification,feature engineering
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