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Semi-Supervised Learning of MRI Synthesis without Fully-Sampled Ground Truths
Learning-based translation between MRI contrasts involves supervised deep models trained using high-quality source- and target-contrast …
Mahmut Yurt, Onat Dalmaz, Salman Dar, Muzaffer Özbey, Berk Tınaz, Kader Oguz, Tolga Cukur
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Semi-Supervised Learning of MRI Synthesis without Fully-Sampled Ground Truths
ResViT: Residual Vision Transformers for Multimodal Medical Image Synthesis
Generative adversarial models with convolutional neural network (CNN) backbones have recently been established as state-of-the-art in …
Onat Dalmaz, Mahmut Yurt, Tolga Cukur
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ResViT: Residual Vision Transformers for Multimodal Medical Image Synthesis