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Lean Healthcare×Model za predviđanje ponovnog prijema u bolnicu×
OblastMenadžment u zdravstvuMenadžment u zdravstvu
PorodicaProcess / pipelineProcess / pipeline
Godina nastanka19881998
TvoracTaiichi Ohno, Toyota Production SystemHealthcare data analytics and outcomes research
TipContinuous improvement methodologyLogistic regression and machine learning methodology
Temeljni izvorOhno, 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 ↗
Drugi naziviLean Healthcare Management, Healthcare LeanReadmission Risk Prediction, Hospital Readmission Forecasting
Srodne55
SažetakLean 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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ScholarGateUporedite metode: Lean Healthcare · Hospital Readmission Prediction Model. Preuzeto 2026-06-19 sa https://scholargate.app/sr/compare