Prediction of Adverse Pathology at Radical Prostatectomy in Grade Group 2 and 3 Prostate Biopsies Using Machine Learning.
Paulson N, Zeevi T, Papademetris M, Leapman MS, Onofrey JA, Sprenkle PC, Humphrey PA, Staib LH, Levi AW. Prediction of Adverse Pathology at Radical Prostatectomy in Grade Group 2 and 3 Prostate Biopsies Using Machine Learning. JCO Clinical Cancer Informatics 2022, 6: e2200016. PMID: 36179281, DOI: 10.1200/cci.22.00016.Peer-Reviewed Original ResearchConceptsGrade group 2Prostate biopsyRadical prostatectomyAdverse outcomesGroup 2GG-2Core prostate biopsyProstate cancer outcomesPatient's clinical riskClinical risk assessmentCore needle biopsyOngoing clinical needAdverse outcome predictionRetrospective reviewAdverse pathologyCAPRA scoreEntire cohortCancer outcomesPathologic diagnosisNeedle biopsyClinical riskDisease outcomeProstate cancerBiopsyDisease oneMP45-09 DISCRIMINATIVE SIGNIFICANCE OF PROSTATE BIOPSY DECIPHER SCORE TO PREDICT ADVERSE PATHOLOGY AND PATHOLOGICAL DISCORDANCE AT RADICAL PROSTATECTOMY
Khajir G, Kumar D, Rahman S, Leapman M, Levi A, Humphrey P, Sprenkle P. MP45-09 DISCRIMINATIVE SIGNIFICANCE OF PROSTATE BIOPSY DECIPHER SCORE TO PREDICT ADVERSE PATHOLOGY AND PATHOLOGICAL DISCORDANCE AT RADICAL PROSTATECTOMY. Journal Of Urology 2022, 207: e765. DOI: 10.1097/ju.0000000000002611.09.Peer-Reviewed Original ResearchAdverse pathologyDiscriminative significance