Label-informed cardiac magnetic resonance image synthesis through conditional generative adversarial networks

Author:

Amirrajab SinaORCID,Al Khalil Yasmina,Lorenz Cristian,Weese Jürgen,Pluim Josien,Breeuwer Marcel

Funder

European Commission

Horizon 2020 Marie Skłodowska-Curie Actions

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

Reference43 articles.

1. 4D semantic cardiac magnetic resonance image synthesis on XCAT anatomical model;Abbasi-Sureshjani,2020

2. A novel focal tversky loss function with improved attention u-net for lesion segmentation;Abraham,2019

3. XCAT-GAN for synthesizing 3D consistent labeled cardiac MR images on anatomically variable XCAT phantoms;Amirrajab,2020

4. Medical image analysis using convolutional neural networks: a review;Anwar;J. Med. Syst.,2018

5. MedGAN: Medical image translation using GANs;Armanious;Comput. Med. Imaging Graph.,2020

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