Light3DHS: A lightweight 3D hippocampus segmentation method using multiscale convolution attention and vision transformer

Author:

Xiao Zhiyong,Zhang Yuhong,Deng Zhaohong,Liu Fei

Funder

Jiangsu Province Natural Science Foundation

Publisher

Elsevier BV

Reference51 articles.

1. Training labels for hippocampal segmentation based on the EADC-ADNI harmonized hippocampal protocol;Boccardi;Alzheimer’s Dement.,2015

2. Swin-unet: Unet-like pure transformer for medical image segmentation;Cao,2021

3. Transclaw u-net: Claw u-net with transformers for medical image segmentation;Chang,2021

4. Transunet: Transformers make strong encoders for medical image segmentation;Chen,2021

5. Deeplab: Semantic image segmentation with deep convolutional nets, atrous convolution, and fully connected crfs;Chen;IEEE Trans. Pattern Anal. Mach. Intell.,2017

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