2020
Prediction of post-radiotherapy locoregional progression in HPV-associated oropharyngeal squamous cell carcinoma using machine-learning analysis of baseline PET/CT radiomics
Haider SP, Sharaf K, Zeevi T, Baumeister P, Reichel C, Forghani R, Kann BH, Petukhova A, Judson BL, Prasad ML, Liu C, Burtness B, Mahajan A, Payabvash S. Prediction of post-radiotherapy locoregional progression in HPV-associated oropharyngeal squamous cell carcinoma using machine-learning analysis of baseline PET/CT radiomics. Translational Oncology 2020, 14: 100906. PMID: 33075658, PMCID: PMC7568193, DOI: 10.1016/j.tranon.2020.100906.Peer-Reviewed Original ResearchOropharyngeal squamous cell carcinomaLocoregional progressionSquamous cell carcinomaRisk stratificationCell carcinomaPrimary tumorBaseline PET/CT scansPET/CT scansBaseline PET/CTKaplan-Meier analysisPET/CT RadiomicsMetastatic cervical lymphPET/CTObjective imaging biomarkersLog-rank p-valueMedian C-indexCervical lymphCT radiomic featuresLocoregional failurePatient selectionTherapeutic challengeObjective biomarkersC-indexCT scanIndependent cohort
2018
HPV status in unknown primary head and neck cancer: Prognosis and treatment outcomes
Cheraghlou S, Torabi SJ, Husain ZA, Otremba MD, Osborn HA, Mehra S, Yarbrough WG, Burtness BA, Judson BL. HPV status in unknown primary head and neck cancer: Prognosis and treatment outcomes. The Laryngoscope 2018, 129: 684-691. PMID: 30151832, DOI: 10.1002/lary.27475.Peer-Reviewed Original ResearchConceptsHPV-negative patientsTreatment deintensificationCN3 diseaseHPV statusNeck cancerUnivariate Kaplan-Meier analysisTumor human papillomavirus (HPV) statusCox survival regressionHPV-negative diseaseIdentifiable primary tumorUnknown primary headHPV-positive patientsHuman papillomavirus (HPV) statusTumor HPV statusKaplan-Meier analysisTreatment-related outcomesSignificant prognostic valuePoor patient survivalCases of headDefinitive chemoradiotherapyDefinitive radiotherapyMetastatic nodesNodal classificationUnknown primaryTherapeutic challenge