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 AtlasClinical Outcomes of Head and Neck Cancer Patients Who Undergo Resection, But Forgo Adjuvant Therapy
LOGANADANE G, KANN BH, PARK HS, JOHNSON SB, MEHRA S, JUDSON BL, BHATIA A, BELKACEMI Y, YARBROUGH WG, BURTNESS B, HUSAIN ZA. Clinical Outcomes of Head and Neck Cancer Patients Who Undergo Resection, But Forgo Adjuvant Therapy. Anticancer Research 2019, 39: 4885-4890. PMID: 31519591, DOI: 10.21873/anticanres.13674.Peer-Reviewed Original ResearchConceptsLocoregional recurrence-free survivalAdjuvant therapyNeck squamous cell carcinomaOutcomes of patientsRecurrence-free survivalSquamous cell carcinomaNeck cancer patientsHNSCC patientsClinical outcomesRecurrence rateCell carcinomaMean TTPCancer patientsPatientsTherapyResectionMonthsOutcomesHNSCCSurgeryCarcinomaHeadIncidenceProgression