In 794 prostate cancer patients, 2D-Pix2Pix produced the best US-to-MRI synthetic scans by SSIM (0.855), but only 76 of 186 radiomics features survived translation intact.
Image Translation of Breast Ultrasound to Pseudo Anatomical Display by CycleGAN,
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Influence of High-Performance Image-to-Image Translation Networks on Clinical Visual Assessment and Outcome Prediction: Utilizing Ultrasound to MRI Translation in Prostate Cancer
In 794 prostate cancer patients, 2D-Pix2Pix produced the best US-to-MRI synthetic scans by SSIM (0.855), but only 76 of 186 radiomics features survived translation intact.