Segmentation only uses sparse annotations: Unified weakly and semi-supervised learning in medical images

Author:

Gao FengORCID,Hu Minhao,Zhong Min-Er,Feng Shixiang,Tian Xuwei,Meng Xiaochun,Ni-jia-ti Ma-yi-di-li,Huang Zeping,Lv Minyi,Song Tao,Zhang Xiaofan,Zou Xiaoguang,Wu Xiaojian

Publisher

Elsevier BV

Subject

Computer Graphics and Computer-Aided Design,Health Informatics,Computer Vision and Pattern Recognition,Radiology, Nuclear Medicine and imaging,Radiological and Ultrasound Technology

Reference50 articles.

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3. Semi-supervised learning for network-based cardiac MR image segmentation;Bai,2017

4. What’s the point: semantic segmentation with point supervision;Bearman,2016

5. Deep learning techniques for automatic MRI cardiac multi-structures segmentation and diagnosis: is the problem solved?;Bernard;IEEE Trans. Med. Imaging,2018

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