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. 2021 Dec 3;153:67–74. doi: 10.1016/j.patrec.2021.11.020

Fig. 1.

Fig 1

Proposed CycleGAN-Inception model. All COVID-19 (stream X) and non-COVID-19 (stream Y) X-ray images are from the selected databases. Dx and Dy data flow are the translated data by CycleGAN to deal with the data limitation problem.