Multi-task learning for the segmentation of organs at risk with label dependence

Author:

He Tao,Hu Junjie,Song Ying,Guo JixiangORCID,Yi ZhangORCID

Funder

National Major Science and Technology Projects 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

Reference39 articles.

1. Segnet: A deep convolutional encoder-decoder architecture for image segmentation;Badrinarayanan;IEEE Trans. Pattern Anal. Mach.Intell.,2017

2. Multi-task learning for segmentation of building footprints with deep neural networks;Bischke,2017

3. A recursive ensemble organ segmentation (REOS) framework: application in brain radiotherapy;Chen;Phys. Med. Biol.,2019

4. Rethinking atrous convolution for semantic image segmentation;Chen,2017

5. Two-stage network for OAR segmentation;Chen,2019

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