A comparative study of COVID-19 CT image synthesis using GAN and CycleGAN

Generative adversarial networks (GANs) have been very successful in many applications of medical image synthesis, which hold great clinical value in diagnosis and analysis tasks, especially when data is scarce. This study compares the two most adopted generative modelling algorithms in recent medica...

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Bibliographic Details
Main Authors: Kin Wai Lee, Renee Ka Yin Chin
Format: Proceedings
Language:English
English
Published: IEEE Xplore 2022
Subjects:
Online Access:https://eprints.ums.edu.my/id/eprint/41736/1/ABSTRACT.pdf
https://eprints.ums.edu.my/id/eprint/41736/2/FULL%20TEXT.pdf
https://eprints.ums.edu.my/id/eprint/41736/
https://ieeexplore.ieee.org/document/9936810
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