Frontiers in Oncology
MRI radiomics-based predictive modeling for risk stratification and prognostication in oral tongue carcinoma
Introduction This study aims to predict recurrence-free survival (RFS) and overall survival (OS), to stratify risk using radiomics, radiology semantic, clinical, and pathology models—individually and in combination—derived from pre-treatment magnetic resonance imaging (MRI), post-operative histopathology, age, and adjuvant therapy details in oral tongue squamous cell carcinoma (OTSCC), and to correlate National Comprehensive Cancer Network (NCCN) low + intermediate- and high-risk groups with the risk stratification …