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ResViT: Residual vision transformers for multi-modal medical image synthesis


Jun 30, 2021
Onat Dalmaz, Mahmut Yurt, Tolga Çukur

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Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers


May 21, 2021
Yilmaz Korkmaz, Salman UH Dar, Mahmut Yurt, Muzaffer Özbey, Tolga Çukur

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A Few-Shot Learning Approach for Accelerated MRI via Fusion of Data-Driven and Subject-Driven Priors


Mar 13, 2021
Salman Ul Hassan Dar, Mahmut Yurt, Tolga Çukur

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* Accepted for presentation at the 29th Annual Meeting of the International Society of Magnetic Resonance in Medicine (ISMRM) 

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Three Dimensional MR Image Synthesis with Progressive Generative Adversarial Networks


Dec 18, 2020
Muzaffer Özbey, Mahmut Yurt, Salman Ul Hassan Dar, Tolga Çukur

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* Presented on April 4, 2020 in the IEEE International Symposium on Biomedical Imaging (ISBI) 2020 

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Progressively Volumetrized Deep Generative Models for Data-Efficient Contextual Learning of MR Image Recovery


Dec 03, 2020
Mahmut Yurt, Muzaffer Özbey, Salman Ul Hassan Dar, Berk Tınaz, Kader Karlı Oğuz, Tolga Çukur

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* Fixed a typo 

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Semi-Supervised Learning of Mutually Accelerated Multi-Contrast MRI Synthesis without Fully-Sampled Ground-Truths


Nov 29, 2020
Mahmut Yurt, Salman Ul Hassan Dar, Berk Tınaz, Muzaffer Özbey, Tolga Çukur

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mustGAN: Multi-Stream Generative Adversarial Networks for MR Image Synthesis


Sep 25, 2019
Mahmut Yurt, Salman Ul Hassan Dar, Aykut Erdem, Erkut Erdem, Tolga Çukur

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Synergistic Reconstruction and Synthesis via Generative Adversarial Networks for Accelerated Multi-Contrast MRI


May 27, 2018
Salman Ul Hassan Dar, Mahmut Yurt, Mohammad Shahdloo, Muhammed Emrullah Ildız, Tolga Çukur

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Image Synthesis in Multi-Contrast MRI with Conditional Generative Adversarial Networks


Feb 05, 2018
Salman Ul Hassan Dar, Mahmut Yurt, Levent Karacan, Aykut Erdem, Erkut Erdem, Tolga Çukur

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