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
2024
Diagnostic utility of prostate health index density prior to MRI-ultrasound fusion targeted biopsy
Press B, Lokeshwar S, Webb L, Khajir G, Smani S, Olawoyin O, Gardezi M, Rahman S, Leapman M, Sprenkle P. Diagnostic utility of prostate health index density prior to MRI-ultrasound fusion targeted biopsy. Exploration Of Targeted Anti-tumor Therapy 2024, 5: 1168-1176. PMID: 39465014, PMCID: PMC11502073, DOI: 10.37349/etat.2024.00269.Peer-Reviewed Original ResearchProstate Health IndexMRI-ultrasound fusion targeted biopsyClinically significant prostate cancerFusion targeted biopsyPI-RADS 1Gleason grade groupMagnetic resonance imagingPhi densityPI-RADSProstate specific-antigenProstate biopsyImproved detection of clinically significant prostate cancerDetection of clinically significant prostate cancerPHI testingProstate health index densityElevated prostate-specific antigenMRI-ultrasound fusionProstate Imaging ReportingSignificant prostate cancerProstate-specific antigenSelection of patientsDetection of PCaReceiver operating characteristic curveCombination of magnetic resonance imagingMultivariate logistic regression
2023
Prostate cancer risk, screening and management in patients with germline BRCA1/2 mutations
Rajwa P, Quhal F, Pradere B, Gandaglia G, Ploussard G, Leapman M, Gore J, Paradysz A, Tilki D, Merseburger A, Morgan T, Briganti A, Palapattu G, Shariat S. Prostate cancer risk, screening and management in patients with germline BRCA1/2 mutations. Nature Reviews Urology 2023, 20: 205-216. PMID: 36600087, DOI: 10.1038/s41585-022-00680-4.Peer-Reviewed Original ResearchConceptsProstate cancer riskBRCA1/2 mutation carriersMagnetic resonance imagingProstate cancerMutation carriersCancer riskProspective studyBRCA2 mutationsProstate cancer-specific mortalityProstate specific antigen measurementsCancer-specific mortalityProstate cancer incidenceAggressive clinical behaviorProstate cancer screeningRisk stratification strategiesLong-term resultsSignificant prostate cancerOptimal screening strategyGermline BRCA1/2 mutationsOptimal screening protocolProstate magnetic resonance imagingQuality of lifeBRCA2 tumor suppressor genesOverall survivalDisease characteristics
2018
MP77-07 HOW MANY CORES ARE NEEDED TO DETECT CLINICALLY SIGNIFICANT PROSTATE CANCER ON TARGETED MRI-ULTRASOUND FUSION BIOPSY?
Lu A, Amirkhiz K, Nguyen K, Leapman M, Sprenkle P. MP77-07 HOW MANY CORES ARE NEEDED TO DETECT CLINICALLY SIGNIFICANT PROSTATE CANCER ON TARGETED MRI-ULTRASOUND FUSION BIOPSY? Journal Of Urology 2018, 199: e1029-e1030. DOI: 10.1016/j.juro.2018.02.2595.Peer-Reviewed Original ResearchClinically Significant Prostate CancerSignificant prostate cancerMRI-ultrasound fusion biopsyFusion biopsyProstate cancerHow many cores are needed to detect clinically significant prostate cancer on targeted MRI-ultrasound fusion biopsy?
Lu A, Ghabili K, Nguyen K, Leapman M, Sprenkle P. How many cores are needed to detect clinically significant prostate cancer on targeted MRI-ultrasound fusion biopsy? Journal Of Clinical Oncology 2018, 36: 134-134. DOI: 10.1200/jco.2018.36.6_suppl.134.Peer-Reviewed Original ResearchCancer detection rateFusion biopsyMulti-parametric MRILesion basisMRI-US fusion biopsyHistory of PCaHigh-grade cancerSignificant prostate cancerMRI-ultrasound fusion biopsyMpMRI studiesClinical suspicionPrimary outcomeSignificant PCaLesion biopsyDetection rateProstate cancerBiopsy coresBiopsyRegion of interestLesion targetingGenitourinary radiologistsCancerLesionsPatientsOne-quarterIs PI-RADS 3/total lesion ratio associated with clinically-significant prostate cancer in patients with equivocal-risk lesions on multi-parametric MRI?
Ghabili K, Swallow M, Suarez-Sarmiento A, Syed J, Leapman M, Weinreb J, Sprenkle P. Is PI-RADS 3/total lesion ratio associated with clinically-significant prostate cancer in patients with equivocal-risk lesions on multi-parametric MRI? Journal Of Clinical Oncology 2018, 36: 149-149. DOI: 10.1200/jco.2018.36.6_suppl.149.Peer-Reviewed Original ResearchSmaller prostate volumeMulti-parametric MRISignificant prostate cancerProstate volumeProstate cancerROI ratioPSA densityGrade groupPrediction of csPCaRisk of csPCaData System (BI-RADS) category 3Prostate Imaging ReportingMpMRI findingsBiopsy databasePrior diagnosisTargeted biopsiesFusion biopsyPositive coresCsPCaUnnecessary biopsiesBiopsyMultivariate analysisPatientsImaging ReportingLesions
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