Bundle geodesic convolutional neural network for diffusion-weighted imaging segmentation.

Renfei Liu,François Lauze,Kenny Erleben,Rune W Berg,Sune Darkner

Journal of medical imaging (Bellingham, Wash.)（2022）

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摘要

This work extended convolutional neural networks to Riemannian manifolds, and it shows the potential in understanding structural patterns in the brain, as well as in aiding manual data annotation.

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关键词

G-convolutional neural networks,diffusion-weighted imaging,geometric deep learning,group convolution

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