2024
Impact of 18F-FDG PET Intensity Normalization on Radiomic Features of Oropharyngeal Squamous Cell Carcinomas and Machine Learning–Generated Biomarkers
Haider S, Zeevi T, Sharaf K, Gross M, Mahajan A, Kann B, Judson B, Prasad M, Burtness B, Aboian M, Canis M, Reichel C, Baumeister P, Payabvash S. Impact of 18F-FDG PET Intensity Normalization on Radiomic Features of Oropharyngeal Squamous Cell Carcinomas and Machine Learning–Generated Biomarkers. Journal Of Nuclear Medicine 2024, 65: jnumed.123.266637. PMID: 38514087, DOI: 10.2967/jnumed.123.266637.Peer-Reviewed Original ResearchOropharyngeal squamous cell carcinomaSquamous cell carcinomaHuman papillomavirusRadiomic featuresIntraclass correlation coefficientCell carcinomaLentiform nucleusHuman papillomavirus statusReceiver-operating-characteristic analysisReceiver-operating-characteristic curvePET radiomic featuresUnivariate logistic regressionF-FDGPrimary tumorTraining cohortValidation cohortRadiomic biomarkersUnivariate analysisInterindividual comparabilityPredictive valueDegree of reproducibilityMedian areaRadiomic markersLogistic regressionAUC
2016
Pretreatment predictors of adjuvant chemoradiation in patients receiving transoral robotic surgery for squamous cell carcinoma of the oropharynx: a case control study
Subramanian HE, Park HS, Barbieri A, Mahajan A, Judson BL, Mehra S, Yarbrough WG, Burtness BA, Husain ZA. Pretreatment predictors of adjuvant chemoradiation in patients receiving transoral robotic surgery for squamous cell carcinoma of the oropharynx: a case control study. Cancers Of The Head & Neck 2016, 1: 7. PMID: 31093337, PMCID: PMC6460847, DOI: 10.1186/s41199-016-0008-7.Peer-Reviewed Original ResearchTransoral robotic surgeryPositive lymph nodesPreoperative patient characteristicsLymph node sizePositive surgical marginsExtracapsular extensionLymph nodesPatient characteristicsSurgical marginsAdjuvant chemoradiationNeck dissectionIndependent predictorsPositive marginsLymph node extracapsular extensionSingle-institution retrospective studyNode sizeLogistic regressionRobotic surgeryNodal extracapsular extensionPreoperative lymph nodeEarly-stage diseaseMajority of patientsSquamous cell carcinomaCase-control studyPrimary oropharyngeal cancer