Prescriptive analytics for reducing 30-day hospital readmissions after general surgery

New financial incentives, such as reduced Medicare reimbursements, have led hospitals to closely monitor their readmission rates and initiate efforts aimed at reducing them. In this context, many surgical departments participate in the American College of Surgeons National Surgical Quality Improveme...

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Veröffentlicht in:	PloS one 2020-09, Vol.15 (9), p.e0238118-e0238118
Hauptverfasser:	Bertsimas, Dimitris, Li, Michael Lingzhi, Paschalidis, Ioannis Ch, Wang, Taiyao
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Biology and Life Sciences Blood Blood Transfusion Blood transfusions Classification Data mining Databases, Factual Government programs Grants Health services Hematocrit Hospital admission and discharge Hospitalization Hospitals Humans Identification methods Incentives Laboratories Machine learning Management Medicine and Health Sciences Methods Model accuracy Models, Statistical Operations research Patient outcomes Patient Readmission - statistics & numerical data Patients Physical Sciences Pneumonia Prediction models Predictions Quality control Research and Analysis Methods Risk Assessment Statistical analysis Surgery Surgical Procedures, Operative - statistics & numerical data Transfusion Variables
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