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
2021
Extent of High-Grade Prostatic Adenocarcinoma in Multiparametric Magnetic Resonance Imaging-Targeted Biopsy Enhances Prediction of Pathologic Stage.
Paulson N, Vollmer RT, Humphrey PA, Sprenkle PC, Onofrey J, Huber S, Amirkhiz K, Levi AW. Extent of High-Grade Prostatic Adenocarcinoma in Multiparametric Magnetic Resonance Imaging-Targeted Biopsy Enhances Prediction of Pathologic Stage. Archives Of Pathology & Laboratory Medicine 2021, 146: 201-204. PMID: 34015819, DOI: 10.5858/arpa.2020-0568-oa.Peer-Reviewed Original ResearchConceptsMpMRI-targeted biopsiesHigh-grade prostatic adenocarcinomaMultiparametric magnetic resonance imagingHG PCaRadical prostatectomyHigh-grade groupMagnetic resonance imagingPathologic stageRP outcomesProstatic adenocarcinomaGrade Group 2 diseaseResonance imagingGrade groupProstate-confined diseaseSeminal vesicle involvementLymph node metastasisHigher pathologic stageAdditional predictive valueLogistic regression modelsLinear millimeterNode metastasisRetrospective reviewAdverse outcomesTargeted biopsiesProstate biopsyAn independent assessment of an artificial intelligence system for prostate cancer detection shows strong diagnostic accuracy
Perincheri S, Levi AW, Celli R, Gershkovich P, Rimm D, Morrow JS, Rothrock B, Raciti P, Klimstra D, Sinard J. An independent assessment of an artificial intelligence system for prostate cancer detection shows strong diagnostic accuracy. Modern Pathology 2021, 34: 1588-1595. PMID: 33782551, PMCID: PMC8295034, DOI: 10.1038/s41379-021-00794-x.Peer-Reviewed Original ResearchConceptsMemorial Sloan-Kettering Cancer CenterCore biopsyPredictive valueDiagnostic accuracyProstate core needle biopsiesCore needle biopsySurgical pathology practiceNegative predictive valueProstate core biopsiesPositive predictive valueProstate cancer detectionStrong diagnostic accuracyPoor quality scansCancer detectionCancer CenterProstate biopsyLeading causeNeedle biopsyTransrectal approachProstate cancerProstatic adenocarcinomaProstate carcinomaBiopsyPathology practiceProstate
2017
Prostate zonal anatomy correlates with the detection of prostate cancer on multiparametric magnetic resonance imaging/ultrasound fusion–targeted biopsy in patients with a solitary PI-RADS v2–scored lesion
Syed JS, Nguyen KA, Nawaf CB, Bhagat AM, Huber S, Levi A, Humphrey P, Weinreb JC, Schulam PG, Sprenkle PC. Prostate zonal anatomy correlates with the detection of prostate cancer on multiparametric magnetic resonance imaging/ultrasound fusion–targeted biopsy in patients with a solitary PI-RADS v2–scored lesion. Urologic Oncology Seminars And Original Investigations 2017, 35: 542.e19-542.e24. PMID: 28501565, DOI: 10.1016/j.urolonc.2017.04.011.Peer-Reviewed Original ResearchConceptsPositive predictive valueProstate cancerGleason scoreSuspicious findingsMultiparametric magnetic resonance imagingProstate multiparametric magnetic resonance imagingPeripheral zoneHigh positive predictive valueFusion-targeted biopsyProstate Imaging ReportingPI-RADS v2Category 4 lesionsMagnetic resonance imagingProstate zonal anatomySystematic biopsyProstate biopsyFusion biopsySingle lesionPatientsBiopsyPredictive valueImaging ReportingResonance imagingLesionsCancerNegative 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 volume
2016
MRI-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 biopsy