Semi-supervised medical image segmentation via a tripled-uncertainty guided mean teacher model with contrastive learning

Author:

Wang Kaiping,Zhan Bo,Zu Chen,Wu Xi,Zhou Jiliu,Zhou Luping,Wang Yan

Funder

Sichuan Province Science and Technology Support Program

National Natural Science Foundation of China

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

Reference74 articles.

1. Multi-task deep learning based CT imaging analysis for COVID-19 pneumonia: Classification and segmentation;Amyar;Comput. Biol. Med.,2020

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

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

4. Multi-task learning for segmentation of building footprints with deep neural networks;Bischke,2019

5. Semi-supervised medical image segmentation via learning consistency under transformations;Bortsova,2019

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