CNTSeg: A multimodal deep-learning-based network for cranial nerves tract segmentation

Lei Xie, Jiahao Huang, Jiangli Yu, Qingrun Zeng, Qiming Hu, Zan Chen, Guoqiang Xie, Yuanjing Feng

Abstract: Highlights•A novel deep-learning-based network for cranial nerves tract segmentation (CNTSeg).•A back-end fusion module for fusing T1w images, FA images, and fODF peaks images.•A semi-automatic expert filtering method for the binary reference data.•CNTSeg provides a consistent and noticeable performance improvement.