2019
Multi-Institutional Validation of Deep Learning for Pretreatment Identification of Extranodal Extension in Head and Neck Squamous Cell Carcinoma.
Kann BH, Hicks DF, Payabvash S, Mahajan A, Du J, Gupta V, Park HS, Yu JB, Yarbrough WG, Burtness BA, Husain ZA, Aneja S. Multi-Institutional Validation of Deep Learning for Pretreatment Identification of Extranodal Extension in Head and Neck Squamous Cell Carcinoma. Journal Of Clinical Oncology 2019, 38: 1304-1311. PMID: 31815574, DOI: 10.1200/jco.19.02031.Peer-Reviewed Original ResearchConceptsNeck squamous cell carcinomaExtranodal extensionSquamous cell carcinomaLymph nodesCell carcinomaContrast-enhanced CT scanDiagnostic abilityBoard-certified neuroradiologistsTreatment escalationCancer Genome AtlasPathologic confirmationPretreatment identificationDiagnostic challengeExternal validation data setsPathology resultsPretreatment imagingPoor prognosticatorClinical utilityCT scanPatientsClinical decisionHNSCCDiagnostic accuracyInstitutional ValidationGenome Atlas
2016
Genomic predictors of biochemical failure following radical prostatectomy.
Aneja S, Yu J, Glazer P. Genomic predictors of biochemical failure following radical prostatectomy. Journal Of Clinical Oncology 2016, 34: 114-114. DOI: 10.1200/jco.2016.34.2_suppl.114.Peer-Reviewed Original ResearchPathologic T stageGleason 7 diseaseBiochemical failureRadical prostatectomyT stageProstate adenocarcinomaClinical dataPredictors of BFAggressive regional therapyClinical patient characteristicsPre-treatment PSARNA expressionStratification of patientsHierarchical logistic regression modelsLogistic regression modelsMedian followAggressive therapyPatient characteristicsCancer Genome AtlasExpression of TP53Gleason 7Median ageRegional therapyGleason scoreClinical correlates