So sánh phương pháp

	Mô hình Dự đoán Tái nhập viện tại Bệnh viện	Lean Healthcare (Y tế Lean)
Lĩnh vực	Quản lý chăm sóc sức khỏe	Quản lý chăm sóc sức khỏe
Họ	Process / pipeline	Process / pipeline
Năm ra đời	1998	1988
Người khởi xướng	Healthcare data analytics and outcomes research	Taiichi Ohno, Toyota Production System
Loại	Logistic regression and machine learning methodology	Continuous improvement methodology
Công trình gốc	Jencks, S. F., Williams, M. V., & Coleman, E. A. (2009). Rehospitalizations among patients in the Medicare fee-for-service program. New England Journal of Medicine, 360(14), 1418–1428.	Ohno, T. (1988). Toyota Production System: Beyond Large-Scale Production. Productivity Press.
Tên gọi khác	Readmission Risk Prediction, Hospital Readmission Forecasting	Lean Healthcare Management, Healthcare Lean
Liên quan	5	5
Tóm tắt	Hospital readmission prediction models use statistical and machine learning techniques to identify patients at high risk of returning to the hospital shortly after discharge. These models guide targeted discharge planning and follow-up to improve outcomes and reduce costs.	Lean is a management philosophy that emerged from the Toyota Production System, focused on maximizing patient value while minimizing waste. Applied to healthcare, Lean uses systematic methods to identify and eliminate non-value-added activities, reduce wait times, and improve the quality of patient care.