An integrative radiopathomics model, combining radiomics, pathomics, and clinical factors, shows promise in predicting progression-free survival (PFS) for nasopharyngeal carcinoma (NPC) patients.
The model utilizes MRI and whole-slide imaging (WSI) to extract predictive features, enhancing risk stratification and treatment planning for NPC.
The radiopathomics model demonstrated superior performance compared to radiomics, pathomics, or clinical models alone, as validated through concordance index and calibration curve analyses.
This approach offers a non-invasive method to improve prognostic assessment and personalize treatment strategies in NPC, potentially improving patient outcomes.