2025
CLASSIFICATION OF ADVERSE EVENTS AFTER PROSTATE CANCER HYDROGEL PERIRECTAL SPACER INSERTION USING LARGE LANGUAGE MODELS
Sohoni N, Sohoni N, Sutherland R, Sundaresan V, Olivieri J, Leapman M. CLASSIFICATION OF ADVERSE EVENTS AFTER PROSTATE CANCER HYDROGEL PERIRECTAL SPACER INSERTION USING LARGE LANGUAGE MODELS. Urologic Oncology Seminars And Original Investigations 2025, 43: 62-63. DOI: 10.1016/j.urolonc.2024.12.157.Peer-Reviewed Original ResearchAdverse eventsRadiation treatment of prostate cancerTreatment-related adverse eventsTreatment of prostate cancerGold standardPerirectal hydrogel spacerTreatment-related toxicitySecondary adverse eventsPrimary adverse eventsPresence of symptomsBoard-certified urologistsHydrogel spacerProstate cancerReduced inter-rater variabilitySafety profileInter-rater variabilityRadiation treatmentSeverity gradeInterpretation of adverse eventsMAUDE databaseSpacer insertionKappa scoreClinical researchTrained reviewers
2024
Prostate-specific antigen screening for prostate cancer: Diagnostic performance, clinical thresholds, and strategies for refinement
Sundaresan V, Smani S, Rajwa P, Renzulli J, Sprenkle P, Kim I, Leapman M. Prostate-specific antigen screening for prostate cancer: Diagnostic performance, clinical thresholds, and strategies for refinement. Urologic Oncology Seminars And Original Investigations 2024, 43: 41-48. PMID: 39019723, DOI: 10.1016/j.urolonc.2024.06.003.Peer-Reviewed Original ResearchProstate specific antigenProstate cancerPSA-based prostate cancer screeningDiagnostic performanceProstate specific antigen densityProstate specific antigen velocityLow-grade prostate cancerProstate-specific antigen screeningFree prostate specific antigenTreatment of prostate cancerProstate cancer screeningClinical action thresholdsProstate volumeAntigen screeningMalignant cellsSpecific antigenCancer screeningScreening biomarkerProstateClinical roleTest characteristicsCancerClinical applicationClinical thresholdEarly detection
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