2025
Comparative Performance of Machine Learning Models in Reducing Unnecessary Targeted Prostate Biopsies
Chen F, Esmaili R, Khajir G, Zeevi T, Gross M, Leapman M, Sprenkle P, Justice A, Arora S, Weinreb J, Spektor M, Huber S, Humphrey P, Levi A, Staib L, Venkataraman R, Martin D, Onofrey J. Comparative Performance of Machine Learning Models in Reducing Unnecessary Targeted Prostate Biopsies. European Urology Oncology 2025 PMID: 39924390, DOI: 10.1016/j.euo.2025.01.005.Peer-Reviewed Original ResearchProstate cancerPrediction of clinically significant prostate cancerClinical dataProstate-specific antigen levelClinically significant prostate cancerProstate magnetic resonance imagingSeverity of prostate cancerCombination of clinical featuresPrediction of csPCaSignificant prostate cancerProstate Imaging-ReportingCore needle biopsyRetrospective analysis of dataDecision curve analysisReducing unnecessary biopsiesProstate cancer diagnosisReceiver operating characteristic curveArea under the receiver operating characteristic curveFalse-negative rateMagnetic resonance imagingPersonalized risk assessmentAntigen levelsNeedle biopsyPatient ageUnnecessary biopsies
2017
Negative Multiparametric Magnetic Resonance Imaging of the Prostate Predicts Absence of Clinically Significant Prostate Cancer on 12-Core Template Prostate Biopsy
Lu AJ, Syed JS, Nguyen KA, Nawaf CB, Rosoff J, Spektor M, Levi A, Humphrey PA, Weinreb JC, Schulam PG, Sprenkle PC. Negative Multiparametric Magnetic Resonance Imaging of the Prostate Predicts Absence of Clinically Significant Prostate Cancer on 12-Core Template Prostate Biopsy. Urology 2017, 105: 118-122. PMID: 28322902, DOI: 10.1016/j.urology.2017.01.048.Peer-Reviewed Original ResearchConceptsMultiparametric magnetic resonance imagingSignificant prostate cancerProstate cancerNegative predictive valueMagnetic resonance imagingSystematic TRUSNegative mpMRIProstate biopsyNegative multiparametric magnetic resonance imagingPredictive valueResonance imagingClinically Significant Prostate CancerDynamic contrast enhancement sequencesTemplate mapping biopsyPrior negative biopsySystematic prostate biopsyOverall cancer detectionProstate-specific antigenTemplate prostate biopsyProstate cancer detectionDiffusion-weighted imagingCancer detectionBiopsy naïveMapping biopsyProstate volumeThe positive predictive value of PI-RADS 4 lesions stratified by lesion number in biopsy naïve men.
Syed J, Javier-desloges J, Nguyen K, Sheridan A, Levi A, Weinreb J, Sprenkle P. The positive predictive value of PI-RADS 4 lesions stratified by lesion number in biopsy naïve men. Journal Of Clinical Oncology 2017, 35: 29-29. DOI: 10.1200/jco.2017.35.6_suppl.29.Peer-Reviewed Original ResearchPI-RADS 4 lesionsPositive predictive valueBiopsy-naïve menNaïve menPredictive valuePI-RADS 3PI-RADS version 2PI-RADS 4Cancer detection rateChi-square testPSA densityEntire cohortMean ageFusion biopsyProstate cancerSingle lesionLesion locationGroup 2Group 1Group 3LesionsAssessment scoresLesion numberCategorical variablesFurther assessment
2016
PD15-11 SHOULD WE STILL BIOPSY NEGATIVE MP-MRIS?
Lu A, Nawaf C, Rosoff J, Weinreb J, Humphrey P, Levi A, Huber S, Sprenkle P. PD15-11 SHOULD WE STILL BIOPSY NEGATIVE MP-MRIS? Journal Of Urology 2016, 195: e393. DOI: 10.1016/j.juro.2016.02.1137.Peer-Reviewed Original ResearchMP15-17 MP-MRI UPGRADES MEN WHO HAVE HAD A BIOPSY SHOWING PRIOR CANCER
Nawaf C, Rosoff J, Weinreb J, Humphrey P, Levi A, Huber S, Sprenkle P. MP15-17 MP-MRI UPGRADES MEN WHO HAVE HAD A BIOPSY SHOWING PRIOR CANCER. Journal Of Urology 2016, 195: e158. DOI: 10.1016/j.juro.2016.02.2541.Peer-Reviewed Original ResearchMRI-US fusion targeted biopsy results in patients without history of prostate biopsy.
Nawaf C, Rosoff J, Weinreb J, Lu A, Levi A, Humphrey P, Schulam P, Sprenkle P. MRI-US fusion targeted biopsy results in patients without history of prostate biopsy. Journal Of Clinical Oncology 2016, 34: 150-150. DOI: 10.1200/jco.2016.34.2_suppl.150.Peer-Reviewed Original ResearchBiopsy-naive menMRI-US fusionGleason scoreProstate cancerMapping biopsyProstate biopsyCS prostate cancerPre-biopsy mpMRITemplate mapping biopsyLow-grade diseaseCancer detection rateMRI-ultrasound fusionBiopsy of lesionsMaximum Gleason scoreCS cancerPrevious biopsyPrior biopsyBiopsy resultsFusion biopsyInclusion criteriaMp-MRIPatient basisPatientsBiopsyCancerMRI-US fusion targeted biopsy results in men with a history of prior cancer.
Nawaf C, Rosoff J, Lu A, Weinreb J, Humphrey P, Levi A, Schulam P, Sprenkle P. MRI-US fusion targeted biopsy results in men with a history of prior cancer. Journal Of Clinical Oncology 2016, 34: 88-88. DOI: 10.1200/jco.2016.34.2_suppl.88.Peer-Reviewed Original ResearchMRI-US fusionGleason scoreActive surveillanceFusion biopsySignificant cancerProstate cancerGleason 6 prostate cancerPre-biopsy mpMRIPrevious prostate biopsyAppropriate risk stratificationMRI-ultrasound fusionBiopsy of lesionsMaximum Gleason scoreUpstaging rateC cancerPrior cancerPrior biopsyMapping biopsyRisk stratificationHigher PSABiopsy resultsProstate biopsyInclusion criteriaMp-MRIPatient basisMRI-US fusion targeted biopsy results in patients with a history of a prior negative biopsy.
Nawaf C, Lu A, Rosoff J, Weinreb J, Schulam P, Humphrey P, Levi A, Sprenkle P. MRI-US fusion targeted biopsy results in patients with a history of a prior negative biopsy. Journal Of Clinical Oncology 2016, 34: 90-90. DOI: 10.1200/jco.2016.34.2_suppl.90.Peer-Reviewed Original ResearchPrior negative biopsyCS cancerGleason scoreNegative MRIProstate cancerNegative biopsyCS prostate cancerMRI suspicion scoreMRI-US fusionPre-biopsy mpMRIFusion prostate biopsyMRI-ultrasound fusionSignificant prostate cancerCancer detection rateBiopsy of lesionsMaximum Gleason scoreMulti-parametric MRIElevated PSAPrevious biopsyRepeat biopsyMapping biopsyBiopsy resultsProstate biopsyFusion biopsyStandard biopsyProstate cancer detection rates of negative MP-MRIs.
Lu A, Nawaf C, Weinreb J, Rosoff J, Schulam P, Humphrey P, Levi A, Sprenkle P. Prostate cancer detection rates of negative MP-MRIs. Journal Of Clinical Oncology 2016, 34: 91-91. DOI: 10.1200/jco.2016.34.2_suppl.91.Peer-Reviewed Original ResearchTemplate mapping biopsyNegative predictive valueNegative MRIMapping biopsyActive surveillanceSignificant cancerProstate cancer detection rateSignificant CaPMRI-US fusion biopsyHigh negative predictive valueBiopsy-naive menPrior negative biopsyBiopsy-naïve patientsCancer detection rateProstate cancer detectionDiffusion-weighted imagingDynamic contrast enhancementNIH National InstituteNaïve patientsNegative menGleason 7High suspicionNegative biopsyPatient counselingGleason 4
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