Deep learning-based multimodal CT/MRI image fusion and segmentation strategies for surgical planning of oral and maxillofacial tumors: A pilot study

In this study, deep learning models capable of automatic multimodal CT/MRI image fusion and segmentation of oral and maxillofacial tumors were successfully trained with a high degree of accuracy. The results demonstrated the feasibility of using deep learning-based image fusion and segmentation to establish a basis for virtual surgical planning.