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A machine learning model for predicting risk of hospital readmission within 30 days of discharge: validated with LACE index and patient at risk of hospital readmission (PARR) model

Mirza Mansoor Baig, Ning Hua, Edmond Zhang, R. R. Rejimol Robinson, Anna Spyker, Delwyn Armstrong, Robyn Whittaker, Tom Robinson, Ehsan Ullah

2020Medical & Biological Engineering & Computing13 citationsDOI

Topics & Concepts

MedicineReceiver operating characteristicHospital readmissionPredictive valueRandom forestAdaBoostMachine learningEmergency medicinePredictive modellingCohortIndex (typography)Framingham Risk ScoreStatisticsArtificial intelligenceInternal medicineComputer scienceMathematicsSupport vector machineWorld Wide WebDiseaseHeart Failure Treatment and ManagementMachine Learning in HealthcareEmergency and Acute Care Studies
A machine learning model for predicting risk of hospital readmission within 30 days of discharge: validated with LACE index and patient at risk of hospital readmission (PARR) model | Litcius