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 AtlasFrequent Use of Local Therapy Underscores Need for Multidisciplinary Care in the Management of Patients With Melanoma Brain Metastases Treated With PD-1 Inhibitors
Qian JM, Yu JB, Mahajan A, Goldberg SB, Kluger HM, Chiang VLS. Frequent Use of Local Therapy Underscores Need for Multidisciplinary Care in the Management of Patients With Melanoma Brain Metastases Treated With PD-1 Inhibitors. International Journal Of Radiation Oncology • Biology • Physics 2019, 105: 1113-1118. PMID: 31479702, DOI: 10.1016/j.ijrobp.2019.08.053.Peer-Reviewed Original ResearchConceptsBrain metastasesLocal therapyNeurologic safetyMelanoma patientsProspective phase 2 trialProgressive brain metastasesSerial brain imagingMelanoma brain metastasesPD-1 inhibitorsPhase 2 trialRapid disease progressionManagement of patientsNeurologic symptomsMultidisciplinary careTrial enrollmentCystic changesClinical trialsDisease progressionPatientsLesion sizeMetastasisMultidisciplinary teamTumor growthTherapyClinical decision