Self-Supervised Interactive Embedding for One-Shot Organ Segmentation

Author:

Yang Yang1ORCID,Wang Bo2,Zhang Dingwen3ORCID,Yuan Yixuan4ORCID,Yan Qingsen5ORCID,Zhao Shijie1ORCID,You Zheng2ORCID,Han Junwei6ORCID

Affiliation:

1. School of Automation, Northwestern Polytechnical University, China

2. State Key Laboratory of Precision Measurement Technology and Instruments, Department of Precision Instrument, Tsinghua University, China

3. Department of Clinical Immunology, Xijing Hospital, The Fourth Military Medical University, Xi'an, China

4. Department of Electronic Engineering, Chinese University of Hong Kong, China

5. School of Computer Science, Northwestern Polytechnical University, China

6. Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei, China

Funder

National Natural Science Foundation of China

Natural Science Basic Research Program of Shaanxi Program

Key Research and Development Projects of Shaanxi Province

National Key R&D Program of China

Basic and Applied Basic Research Foundation of Guangdong Province

Science and Technology Support Project of Guizhou Province

Shenzhen Science and Technology Program

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Biomedical Engineering

Reference40 articles.

1. 3D self-supervised methods for medical imaging;taleb;Adv Neural Inf Process Syst,2020

2. A Simple Framework for Contrastive Learning of Visual Representations;chen;Proc Int Conf Mach Learn,2020

3. Self-supervised learning for medical image analysis using image context restoration

4. Selective Convolutional Descriptor Aggregation for Fine-Grained Image Retrieval

5. Consistent image processing based on co‐saliency

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