A Multimodal fusion model for predicting nasopharyngeal necrosis after re-irradiation in recurrent nasopharyngeal carcinoma

Key Points

• Nasopharyngeal necrosis was significantly predicted using a multimodal fusion model, enhancing clinical decisions.
• The model achieved a predictive accuracy of 85% based on various clinical and imaging features.
• Analysis incorporates patient data over 5 years and includes historical treatment responses as key inputs.
• Findings highlight the need for robust predictive models in guiding treatment options for recurrent conditions.