Machine learning to predict future PSA in patients with prostate cancer managed with active surveillance.
Ayed A, Saillard C, Onofrey J, Moon I, Chang S, Feldman A, Nayan M. Machine learning to predict future PSA in patients with prostate cancer managed with active surveillance. Journal Of Clinical Oncology 2023, 41: e17098-e17098. DOI: 10.1200/jco.2023.41.16_suppl.e17098.Peer-Reviewed Original ResearchActive surveillanceAS patientsProstate cancerPSA valuesClinical featuresDiagnosis of PCaTertiary academic centerElectronic health record dataHealth record dataMean PSAPCa patientsProstate volumePSA measurementsSerial assessmentPSA assessmentPatientsAcademic centersPSARecord dataComplete dataCancerFurther validationDiagnosisSubsequent assessmentRegression models