Browsing by Keywords "Medical image synthesis"

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    • ResViT: residual vision transformers for multimodal medical ımage synthesis 

      Dalmaz, Onat; Yurt, Mahmut; Çukur, Tolga (Institute of Electrical and Electronics Engineers Inc., 2022-04-18)
      Generative adversarial models with convolutional neural network (CNN) backbones have recently been established as state-of-the-art in numerous medical image synthesis tasks. However, CNNs are designed to perform local ...

    • Skip connections for medical image synthesis with generative adversarial networks 

      Mirza, Muhammad Usama; Dalmaz, Onat; Çukur, Tolga (IEEE, 2022-08-29)
      Magnetic Resonance Imaging (MRI) is an imaging technique used to produce detailed anatomical images. Acquiring multiple contrast MRI images requires long scan times forcing the patient to remain still. Scan times can be ...