Volumetric segmentation of white matter tracts with label embedding

Volumetric segmentation of white matter tracts with label embedding

Convolutional neural networks have achieved state-of-the-art performance for white matter (WM) tract segmentation based on diffusion magnetic resonance imaging (dMRI). However, the segmentation can still be difficult for challenging WM tracts with thin bodies or complicated shapes; the segmentation...

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Bibliographic Details
Main Authors: Wan Liu, Qi Lu, Zhizheng Zhuo, Yuxing Li, Yunyun Duan, Pinnan Yu, Liying Qu, Chuyang Ye, Yaou Liu
Format: Article
Language:English
Published: Elsevier 2022-04-01
Series:NeuroImage
Subjects:
Convolutional neural network
Diffusion magnetic resonance imaging
Label embedding
White matter tract segmentation
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811922000635

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http://www.sciencedirect.com/science/article/pii/S1053811922000635

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