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 AtlasImpact of contralateral lymph nodal involvement and extranodal extension on survival of surgically managed HPV-positive oropharyngeal cancer staged with the AJCC eighth edition
Miccio JA, Verma V, Kelly J, Kann BH, An Y, Park HS, Eskander A, Burtness B, Husain Z. Impact of contralateral lymph nodal involvement and extranodal extension on survival of surgically managed HPV-positive oropharyngeal cancer staged with the AJCC eighth edition. Oral Oncology 2019, 99: 104447. PMID: 31630059, DOI: 10.1016/j.oraloncology.2019.104447.Peer-Reviewed Original ResearchConceptsOropharyngeal squamous cell carcinomaExtranodal extensionLymphovascular invasionKaplan-Meier overall survival analysisContralateral lymph node involvementHPV-positive oropharyngeal cancerFuture staging systemsNational Cancer DatabaseLymph node involvementLymph nodal involvementSquamous cell carcinomaAJCC eighth editionOverall survival analysisPathologic nodalInferior OSNodal involvementNode involvementWorse OSClinical stagingPrognostic factorsOropharyngeal cancerPositive marginsPrognostic importanceCell carcinomaCox regression1149P Pathologic staging changes in oral cavity squamous cell carcinoma: Stage migration and implications for adjuvant treatment
Husain Z, Lee N, Eskander A, Park H, mehra S, Burtness B. 1149P Pathologic staging changes in oral cavity squamous cell carcinoma: Stage migration and implications for adjuvant treatment. Annals Of Oncology 2019, 30: v466. DOI: 10.1093/annonc/mdz252.041.Peer-Reviewed Original ResearchOral cavity squamous cell carcinomaPathologic extranodal extensionDepth of invasionSquamous cell carcinomaPT3N0 patientsOverall survivalStage migrationCell carcinomaStaging systemAJCC-8 staging systemFive-year overall survivalNational InstitutePathologic tumor classificationNational Cancer DatabaseAmerican Joint CommitteeRisk of deathNew staging systemBristol-Myers SquibbPStage IVBUpstaged tumorsDefinitive surgeryPostoperative radiotherapyPT3 tumorsAdjuvant treatmentExtranodal extensionPathologic staging changes in oral cavity squamous cell carcinoma: Stage migration and implications for adjuvant treatment
Lee NCJ, Eskander A, Park HS, Mehra S, Burtness BA, Husain Z. Pathologic staging changes in oral cavity squamous cell carcinoma: Stage migration and implications for adjuvant treatment. Cancer 2019, 125: 2975-2983. PMID: 31090934, DOI: 10.1002/cncr.32161.Peer-Reviewed Original ResearchConceptsOral cavity squamous cell carcinomaPathologic extranodal extensionDepth of invasionAJCC Cancer Staging ManualCancer Staging ManualSquamous cell carcinomaOverall survivalPT3N0 patientsStage migrationStaging ManualCell carcinomaStaging systemAJCC-8 staging systemPathologic tumor classificationNational Cancer DatabaseRisk of deathNew staging systemPStage IVBUpstaged tumorsAdjuvant treatmentDefinitive surgeryExtranodal extensionPostoperative radiotherapyPT classificationPT1 tumors
2018
Pretreatment Identification of Head and Neck Cancer Nodal Metastasis and Extranodal Extension Using Deep Learning Neural Networks
Kann BH, Aneja S, Loganadane GV, Kelly JR, Smith SM, Decker RH, Yu JB, Park HS, Yarbrough WG, Malhotra A, Burtness BA, Husain ZA. Pretreatment Identification of Head and Neck Cancer Nodal Metastasis and Extranodal Extension Using Deep Learning Neural Networks. Scientific Reports 2018, 8: 14036. PMID: 30232350, PMCID: PMC6145900, DOI: 10.1038/s41598-018-32441-y.Peer-Reviewed Original ResearchConceptsExtranodal extensionNodal metastasisPatient managementNeck cancer patient managementBlinded test setClinical decision-making toolCancer patient managementNeck cancer managementPostoperative pathologyPretreatment identificationCancer managementMetastasisRadiographic identificationCharacteristic curveCliniciansConvolutional neural networkHuman cliniciansNeural networkHeadDeep learning convolutional neural networkLymphDeep learning neural networkPermanent Interstitial Brachytherapy for Previously Irradiated Head and Neck Cancer
Breen W, Kelly J, Park HS, Son Y, Sasaki C, Wilson L, Decker R, Husain ZA. Permanent Interstitial Brachytherapy for Previously Irradiated Head and Neck Cancer. Cureus 2018, 10: e2517. PMID: 29942720, PMCID: PMC6015992, DOI: 10.7759/cureus.2517.Peer-Reviewed Original ResearchNeck cancerExtranodal extensionOverall survivalLocal controlAdverse events grade 3Worse locoregional controlCommon Terminology CriteriaPercent of patientsDisease-free intervalSecond primary cancerImprovement of symptomsRecords of patientsWorse local controlWorse overall survivalPermanent interstitial brachytherapyMucosal recurrenceNeck recurrenceTerminology CriteriaLocoregional controlMedian dosePersistent tumorNeck diseasePrimary cancerRecurrent cancerMucosal disease
2017
Impact of Pathologic Lymph Node Number and Extranodal Extension on Overall Survival in Human Papillomavirus–Associated Oropharyngeal Cancer
Lee N, Park H, Kelly J, An Y, Husain Z. Impact of Pathologic Lymph Node Number and Extranodal Extension on Overall Survival in Human Papillomavirus–Associated Oropharyngeal Cancer. International Journal Of Radiation Oncology • Biology • Physics 2017, 99: e352. DOI: 10.1016/j.ijrobp.2017.06.1442.Peer-Reviewed Original ResearchThe prognostic value of extranodal extension in human papillomavirus‐associated oropharyngeal squamous cell carcinoma
An Y, Park HS, Kelly JR, Stahl JM, Yarbrough WG, Burtness BA, Contessa JN, Decker RH, Koshy M, Husain ZA. The prognostic value of extranodal extension in human papillomavirus‐associated oropharyngeal squamous cell carcinoma. Cancer 2017, 123: 2762-2772. PMID: 28323338, DOI: 10.1002/cncr.30598.Peer-Reviewed Original ResearchMeSH KeywordsCarcinoma, Squamous CellChemoradiotherapy, AdjuvantFemaleHead and Neck NeoplasmsHumansMaleMiddle AgedMultivariate AnalysisNeoplasm InvasivenessNeoplasm StagingOropharyngeal NeoplasmsOtorhinolaryngologic Surgical ProceduresPapillomaviridaePapillomavirus InfectionsPrognosisPropensity ScoreProportional Hazards ModelsRadiotherapy, AdjuvantRetrospective StudiesSquamous Cell Carcinoma of Head and NeckSurvival RateConceptsOropharyngeal squamous cell carcinomaENE-positive patientsHPV-positive oropharyngeal squamous cell carcinomaExtranodal extensionHPV-positive patientsOverall survivalPrimary surgeryPT4 tumorsAdjuvant chemoradiationConcurrent chemoradiotherapyAdjuvant treatmentPositive oropharyngeal squamous cell carcinomaPT3/pT4 tumorsMultivariable Cox regression analysisNational Cancer Data BasePredictors of OSPropensity score-matched comparisonAdjuvant concurrent chemoradiotherapyCharlson-Deyo scoreInvolved lymph nodesAdverse prognostic factorInferior overall survivalLymph node statusCox regression analysisSingle-institution study