Article: New machine learning study findings have been published by T.H. Cheng and colleagues.

According to recent research from Tainan, Taiwan, "Skyrocketing patient-care costs demand that health-care institutions improve their resource-utilization effectiveness and efficiency. The length of an inpatient's stay has direct significant impacts on patient-care costs, service quality, and outcomes."

"Despite attempts to manage the length of stay (LOS) for frequently performed surgical procedures (e. g., appendectomies), many service providers cannot achieve the target range allowed by the managed care system. We take a data-driven approach to predict which appendectomy patients will likely have a LOS beyond that reimbursable by the underlying managed care ...

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