2022
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 one
2019
Case-Control Comparison of Conventional End-Hole versus Balloon-Occlusion Microcatheter Prostatic Artery Embolization for Treatment of Symptomatic Benign Prostatic Hyperplasia
Ayyagari R, Powell T, Staib L, Chapiro J, Schoenberger S, Devito R, Pollak J. Case-Control Comparison of Conventional End-Hole versus Balloon-Occlusion Microcatheter Prostatic Artery Embolization for Treatment of Symptomatic Benign Prostatic Hyperplasia. Journal Of Vascular And Interventional Radiology 2019, 30: 1459-1470. PMID: 31375451, DOI: 10.1016/j.jvir.2019.05.033.Peer-Reviewed Original ResearchConceptsProstatic artery embolizationBenign prostatic hyperplasiaEH groupArtery embolizationSymptomatic improvementAdverse eventsProstatic hyperplasiaInternational Prostate Symptom Score improvementTrial successSymptomatic benign prostatic hyperplasiaBO groupContrast material useProstatic artery anatomySymptom score improvementAdverse event ratesProcedural metricsResidual improvementCase-control comparisonClinical improvementRetrospective reviewArtery anatomyMicrocatheter selectionContrast materialScore improvementEvent rates