VoxSeP: semi-positive voxels assist self-supervised 3D medical segmentation
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Published:2022-07-23
Issue:1
Volume:29
Page:33-48
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ISSN:0942-4962
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Container-title:Multimedia Systems
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language:en
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Short-container-title:Multimedia Systems
Author:
Yang Zijie,Xie Lingxi,Zhou Wei,Huo Xinyue,Wei Longhui,Lu Jian,Tian Qi,Tang Sheng
Funder
National Natural Science Foundation of China
Publisher
Springer Science and Business Media LLC
Subject
Computer Networks and Communications,Hardware and Architecture,Media Technology,Information Systems,Software
Reference61 articles.
1. Azizi, S., Mustafa, B., Ryan, F., Beaver, Z., Freyberg, J., Deaton, J., Loh, A., Karthikesalingam, A., Kornblith, S., Chen, T., et al.: Big self-supervised models advance medical image classification. arXiv preprint arXiv:2101.05224 (2021) 2. Baid, U., Talbar, S., Rane, S., Gupta, S., Thakur, M.H., Moiyadi, A., Thakur, S., Mahajan, A.: Deep learning radiomics algorithm for gliomas (drag) model: a novel approach using 3d unet based deep convolutional neural network for predicting survival in gliomas. In: International MICCAI Brainlesion Workshop, pp. 369–379. Springer (2018) 3. Chaitanya, K., Erdil, E., Karani, N., Konukoglu, E.: Contrastive learning of global and local features for medical image segmentation with limited annotations. Adv. Neural Inform. Process. Syst. 33, 12546–12558 (2020) 4. Chen, L., Bentley, P., Mori, K., Misawa, K., Fujiwara, M., Rueckert, D.: Self-supervised learning for medical image analysis using image context restoration. Med. Image Anal. 58, 101539 (2019) 5. Chen, M., Radford, A., Child, R., Wu, J., Jun, H., Luan, D., Sutskever, I.: Generative pretraining from pixels. In: International Conference on Machine Learning, pp. 1691–1703. PMLR (2020)
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