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Perubatan Lean×Model Ramalan Kemasukan Semula Hospital×
BidangPengurusan Penjagaan KesihatanPengurusan Penjagaan Kesihatan
KeluargaProcess / pipelineProcess / pipeline
Tahun asal19881998
PengasasTaiichi Ohno, Toyota Production SystemHealthcare data analytics and outcomes research
JenisContinuous improvement methodologyLogistic regression and machine learning methodology
Sumber perintisOhno, T. (1988). Toyota Production System: Beyond Large-Scale Production. Productivity Press. link ↗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. DOI ↗
AliasLean Healthcare Management, Healthcare LeanReadmission Risk Prediction, Hospital Readmission Forecasting
Berkaitan55
RingkasanLean 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.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.
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ScholarGateBandingkan kaedah: Lean Healthcare · Hospital Readmission Prediction Model. Dicapai 2026-06-19 daripada https://scholargate.app/ms/compare