Cluster-Based MR Radiomics Model for Predicting Induction Chemotherapy Response in Nasopharyngeal Carcinoma

Key Points

• The research aims to develop a model that predicts response to induction chemotherapy in nasopharyngeal carcinoma using MR radiomics.
• Developed a cluster-specific MR radiomics model for nasopharyngeal carcinoma.
• Analyzed MRI data to identify features relevant to treatment response.
• Utilized quantitative imaging metrics to support prediction accuracy.
• The model demonstrated reliable prediction of chemotherapy response.
• It provided interpretable insights into which patients might benefit from treatment.