MMFNet: A Multi-modality MRI Fusion Network for Segmentation of Nasopharyngeal Carcinoma

Huai Chen,Yuxiao Qi,Yong Yin,Tengxiang Li,Xiaoqing Liu,Xiuli Li,Guanzhong Gong,Lisheng Wang

Neurocomputing（2020）

引用 49|浏览46

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摘要

•A Multi-modality MRI Fusion Network (MMFNet) is proposed for segmenting NPC.•MMFNet can effectively fuse low-level and high-level features in NPC segmentation.•The fusion block can learn complementary features from Multi-modality MRIs.•An effective skill named self-transfer is proposed to initialize MMFNet.

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关键词

Nasopharyngeal carcinoma,Segmentation,Multi-modality MRI,3D Convolutional block attention module,Residual fusion block,Self-transfer

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