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 network
2013
Modern Chemotherapy Mitigates Adverse Prognostic Effect of Regional Nodal Metastases in Stage IV Colorectal Cancer
Thomay AA, Nagorney DM, Cohen SJ, Sigurdson ER, Truty MJ, Burtness B, Hall MJ, Chun YS. Modern Chemotherapy Mitigates Adverse Prognostic Effect of Regional Nodal Metastases in Stage IV Colorectal Cancer. Journal Of Gastrointestinal Surgery 2013, 18: 69-74. PMID: 24002765, DOI: 10.1007/s11605-013-2329-8.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultAgedAged, 80 and overAntineoplastic Combined Chemotherapy ProtocolsCamptothecinColorectal NeoplasmsFemaleHepatectomyHumansIrinotecanKaplan-Meier EstimateLiver NeoplasmsLung NeoplasmsLymph NodesLymphatic MetastasisMaleMiddle AgedNeoplasm StagingOrganoplatinum CompoundsOvarian NeoplasmsOxaliplatinPeritoneal NeoplasmsPrognosisRetrospective StudiesYoung AdultConceptsStage IV colorectal cancerLymph node ratioPositive regional nodesRegional lymph nodesRegional nodal metastasesColorectal cancerPositive nodesOverall survivalRegional nodesLiver metastasesLymph nodesNodal metastasisPrognostic significanceModern chemotherapyMetastatic regional lymph nodesStage IV diseasePrimary tumor resectionTertiary referral centerDate of diagnosisAdverse prognostic effectMedian OSPerioperative oxaliplatinReferral centerPrognostic factorsRetrospective review445 Modern Chemotherapy Mitigates Adverse Prognostic Effect of Regional Nodal Metastases in Stage IV Colorectal Cancer
Chun Y, Cohen S, Donohue J, Burtness B, Hall M, Nagorney D. 445 Modern Chemotherapy Mitigates Adverse Prognostic Effect of Regional Nodal Metastases in Stage IV Colorectal Cancer. Gastroenterology 2013, 144: s-1048. DOI: 10.1016/s0016-5085(13)63901-3.Peer-Reviewed Original Research