3D medical image segmentation based on semi-supervised learning using deep co-training

Author:

Yang Jingdong,Li Haoqiu,Wang Han,Han Man

Funder

Shanghai Pudong New Area Health Commission

National Natural Science Foundation of China

China Academy of Chinese Medical Sciences

Publisher

Elsevier BV

Reference31 articles.

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2. U-net: Convolutional Networks for Biomedical Image Segmentation[c]//medical Image Computing and Computer-assisted Intervention–MICCAI 2015: 18th International Conference, Munich, Germany, October 5-9, 2015, Proceedings, Part III 18;Ronneberger,2015

3. 3D U-Net: learning dense volumetric segmentation from sparse annotation[C]//Medical Image Computing and Computer-Assisted Intervention–MICCAI 2016: 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part II 19;Çiçek,2016

4. Toward data-efficient learning: a benchmark for COVID-19 CT lung and infection segmentation;Ma;Med. Phys.,2021

5. Zou Y., Yu Z., Kumar B.V., Wang J. Unsupervised Domain Adaptation for Semantic Segmentation Via Class-balanced Self-training. Inproceedings of the European Conference on Computer Vision (ECCV) 2018 (pp. 289-305).

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