2021
Devising novel imaging biomarkers for Human Papillomavirus (HPV) status in oropharyngeal squamous cell carcinoma (OPSCC): applying radiomics and machine learning algorithms
Haider S, Mahajan A, Zeevi T, Forghani R, Kann B, Judson B, Burtness B, Sharaf K, Reichel C, Baumeister P, Payabvash S. Devising novel imaging biomarkers for Human Papillomavirus (HPV) status in oropharyngeal squamous cell carcinoma (OPSCC): applying radiomics and machine learning algorithms. Laryngo-Rhino-Otologie 2021, 100: s99. DOI: 10.1055/s-0041-1727889.Peer-Reviewed Original Research
2020
Potential Added Value of PET/CT Radiomics for Survival Prognostication beyond AJCC 8th Edition Staging in Oropharyngeal Squamous Cell Carcinoma
Haider SP, Zeevi T, Baumeister P, Reichel C, Sharaf K, Forghani R, Kann BH, Judson BL, Prasad ML, Burtness B, Mahajan A, Payabvash S. Potential Added Value of PET/CT Radiomics for Survival Prognostication beyond AJCC 8th Edition Staging in Oropharyngeal Squamous Cell Carcinoma. Cancers 2020, 12: 1778. PMID: 32635216, PMCID: PMC7407414, DOI: 10.3390/cancers12071778.Peer-Reviewed Original ResearchOropharyngeal squamous cell carcinomaProgression-free survivalPositron emission tomographySquamous cell carcinomaOverall survivalC-indexRisk stratificationCell carcinomaSurvival prognosticationHPV-negative oropharyngeal squamous cell carcinomaPre-treatment PET/CTMetastatic cervical lymph nodesBaseline positron emission tomographyBaseline distant metastasesCervical lymph nodesHuman papillomavirus (HPV) statusAmerican Joint CommitteeKaplan-Meier analysisPET/CT RadiomicsHarrell's C-indexAverage C-indexPET/CTRadiomics imaging featuresCurative intentDistant metastasisDevising novel imaging biomarkers for Human Papillomavirus (HPV) status in oropharyngeal squamous cell carcinoma (OPSCC): applying radiomics and machine learning algorithms
Haider S, Mahajan A, Zeevi T, Forghani R, Kann B, Judson B, Burtness B, Sharaf K, Reichel C, Baumeister P, Payabvash S. Devising novel imaging biomarkers for Human Papillomavirus (HPV) status in oropharyngeal squamous cell carcinoma (OPSCC): applying radiomics and machine learning algorithms. Laryngo-Rhino-Otologie 2020, 99: s163. DOI: 10.1055/s-0040-1711024.Peer-Reviewed Original Research
2019
Quantitative diffusion magnetic resonance imaging for prediction of human papillomavirus status in head and neck squamous-cell carcinoma: A systematic review and meta-analysis
Payabvash S, Chan A, Maralani P, Malhotra A. Quantitative diffusion magnetic resonance imaging for prediction of human papillomavirus status in head and neck squamous-cell carcinoma: A systematic review and meta-analysis. The Neuroradiology Journal 2019, 32: 232-240. PMID: 31084347, PMCID: PMC6639646, DOI: 10.1177/1971400919849808.Peer-Reviewed Original ResearchConceptsNeck squamous cell carcinomaDiffusion-weighted imagingHPV-positive HNSCCSquamous cell carcinomaHPV-negative HNSCCPrimary tumor lesionsStandardized mean differenceQuantitative diffusion magnetic resonancePrimary lesionHPV statusTumor lesionsAverage ADCDiffusion magnetic resonanceMean differenceHiggins' inconsistency indexHuman papillomavirus (HPV) statusHuman papillomavirus infectionApparent diffusion coefficient (ADC) valuesRandom-effects modelNoninvasive imaging biomarkerComprehensive literature searchAverage ADC valueEcho-planar diffusion-weighted imagingFixed-effects modelPapillomavirus infection