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Muzaffer Özbey
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Learning Deep MRI Reconstruction Models from Scratch in Low-Data Regimes


Jan 06, 2023
Salman UH Dar, Şaban Öztürk, Muzaffer Özbey, Tolga Çukur

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Unsupervised Medical Image Translation with Adversarial Diffusion Models


Jul 17, 2022
Muzaffer Özbey, Salman UH Dar, Hasan A Bedel, Onat Dalmaz, Şaban Özturk, Alper Güngör, Tolga Çukur

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One Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis


Jul 13, 2022
Onat Dalmaz, Usama Mirza, Gökberk Elmas, Muzaffer Özbey, Salman UH Dar, Emir Ceyani, Salman Avestimehr, Tolga Çukur

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Adaptive Diffusion Priors for Accelerated MRI Reconstruction


Jul 12, 2022
Salman UH Dar, Şaban Öztürk, Yilmaz Korkmaz, Gokberk Elmas, Muzaffer Özbey, Alper Güngör, Tolga Çukur

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Federated Learning of Generative Image Priors for MRI Reconstruction


Feb 08, 2022
Gokberk Elmas, Salman UH Dar, Yilmaz Korkmaz, Emir Ceyani, Burak Susam, Muzaffer Özbey, Salman Avestimehr, Tolga Çukur

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* To be submitted to IEEE TMI Special Issue on Federated Learning for Medical Imaging 
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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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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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