2024
Early prediction of long hospital stay for Intensive Care units readmission patients using medication information
Zhang M, Kuo T. Early prediction of long hospital stay for Intensive Care units readmission patients using medication information. Computers In Biology And Medicine 2024, 174: 108451. PMID: 38603899, PMCID: PMC11385457, DOI: 10.1016/j.compbiomed.2024.108451.Peer-Reviewed Original ResearchConceptsIntensive care unitProlonged ICU LOSAverage doseICU LOSLonger hospital stayReceiver operating characteristic curveLogistic regressionPredicting intensive care unitMedical informationExpected Calibration ErrorSummed dosePatient ageHospital staySupport vector machineCare unitMIMIC-IV databasePatient complicationsCharacteristic curveMedicationRandom forestDosePatient recordsAdmissionReadmission patients
2022
Generalizable prediction of COVID-19 mortality on worldwide patient data
Edelson M, Kuo T. Generalizable prediction of COVID-19 mortality on worldwide patient data. JAMIA Open 2022, 5: ooac036. PMID: 35663116, PMCID: PMC9129227, DOI: 10.1093/jamiaopen/ooac036.Peer-Reviewed Original Research