Magnetic resonance imaging based radiomics prediction of Human Papillomavirus infection status and overall survival in oropharyngeal squamous cell carcinoma.

Paulien A Boot,Steven W Mes,Christiaan M de Bloeme,Roland M Martens,C René Leemans,Ronald Boellaard,Mark A van de Wiel,Pim de Graaf

Oral oncology（2023）

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摘要

Predictive models based on MR-radiomic features were able to predict HPV status with sufficient performance, supporting the role of MRI-based radiomics as potential imaging biomarker. Survival prediction improved by combining clinical features with MRI-based radiomics.

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关键词

Biomarkers,Factor analysis,Human Papillomavirus,Magnetic resonance imaging,Oropharyngeal neoplasms,Radiomics,Squamous cell carcinoma of head and neck,Survival analysis

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