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 naĂŻveMapping biopsyProstate volume
2001
Impaired prostate tumorigenesis in Egr1-deficient mice
Abdulkadir S, Qu Z, Garabedian E, Song S, Peters T, Svaren J, Carbone J, Naughton C, Catalona W, Ackerman J, Gordon J, Humphrey P, Milbrandt J. Impaired prostate tumorigenesis in Egr1-deficient mice. Nature Medicine 2001, 7: 101-107. PMID: 11135623, DOI: 10.1038/83231.Peer-Reviewed Original ResearchConceptsEarly growth response protein 1Prostate cancerTumor progressionProstatic intra-epithelial neoplasiaEgr1 deficiencyIntra-epithelial neoplasiaHigh-resolution magnetic resonance imagingTransgenic mouse modelHuman prostate cancerTumor growth rateEgr1-deficient miceMagnetic resonance imagingProstate tumor progressionMouse modelProstate tumorigenesisSurvival analysisResonance imagingCarcinomaTumor developmentProtein 1ProgressionCancerMiceDeficiencyEGR1
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