Automatic Segmentation of Lumbar Vertebra Anatomical Region Based on Hybrid Swin-Transformer Network

Author:

Zhang Yingdi1,Shi Zelin1,Wang Huan2,Cui Shaoqian2,Zhang Lei2,Wang Lanbo2,Liu Jiachen2,Shan Xiuqi2,Liu Yunpeng1,Wu Shuhang1,Zhao Jinmiao1

Affiliation:

1. Chinese Academy of Sciences,Key Laboratory of Opto-Electronic Information Processing,Shenyang,China,110016

2. ShengJing Hospital of China Medical University,Spine Surgery Department,Shenyang,China

Funder

Chinese Academy of Sciences

Publisher

IEEE

Reference18 articles.

1. Relation Networks for Object Detection

2. V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation

3. Gaussian error linear units (gelus)[J];hendrycks,2016

4. Deeplab: Semantic image segmentation with deep convolutional nets, atrous convolution, and fully connected crfs[J];chen;IEEE Transactions on Pattern Analysis and Machine Intelligence,2017

5. nnformer: Interleaved transformer for volumetric segmentation[J];zhou,2021

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