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2020 – today
- 2024
[j8]Onat Dalmaz
, Muhammad Usama Mirza, Gökberk Elmas, Muzaffer Özbey, Salman Ul Hassan Dar, Emir Ceyani, Kader Karli Oguz, Salman Avestimehr, Tolga Çukur:
One model to unite them all: Personalized federated learning of multi-contrast MRI synthesis. Medical Image Anal. 94: 103121 (2024)- [i10]Fuat Arslan, Bilal Kabas, Onat Dalmaz, Muzaffer Özbey, Tolga Çukur:
Self-Consistent Recursive Diffusion Bridge for Medical Image Translation. CoRR abs/2405.06789 (2024) - 2023
- [j7]Salman Ul Hassan Dar, Saban Öztürk, Muzaffer Özbey, Kader Karli Oguz, Tolga Çukur:
Parallel-stream fusion of scan-specific and scan-general priors for learning deep MRI reconstruction in low-data regimes. Comput. Biol. Medicine 167: 107610 (2023) - [j6]Alper Güngör, Salman Ul Hassan Dar, Saban Öztürk, Yilmaz Korkmaz, Hasan Atakan Bedel, Gökberk Elmas, Muzaffer Özbey, Tolga Çukur:
Adaptive diffusion priors for accelerated MRI reconstruction. Medical Image Anal. 88: 102872 (2023) - [j5]Gökberk Elmas, Salman Ul Hassan Dar, Yilmaz Korkmaz, Emir Ceyani, Burak Susam, Muzaffer Özbey, Salman Avestimehr, Tolga Çukur:
Federated Learning of Generative Image Priors for MRI Reconstruction. IEEE Trans. Medical Imaging 42(7): 1996-2009 (2023) - [j4]Muzaffer Özbey, Onat Dalmaz, Salman Ul Hassan Dar, Hasan Atakan Bedel, Saban Öztürk, Alper Güngör, Tolga Çukur:
Unsupervised Medical Image Translation With Adversarial Diffusion Models. IEEE Trans. Medical Imaging 42(12): 3524-3539 (2023) - [i9]Rucha Deshpande, Muzaffer Özbey, Hua Li, Mark A. Anastasio, Frank J. Brooks:
Assessing the capacity of a denoising diffusion probabilistic model to reproduce spatial context. CoRR abs/2309.10817 (2023) - 2022
- [j3]Mahmut Yurt, Muzaffer Özbey, Salman Ul Hassan Dar, Berk Tinaz, Kader Karli Oguz, Tolga Çukur:
Progressively volumetrized deep generative models for data-efficient contextual learning of MR image recovery. Medical Image Anal. 78: 102429 (2022) - [j2]Yilmaz Korkmaz, Salman Ul Hassan Dar, Mahmut Yurt, Muzaffer Özbey, Tolga Çukur:
Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers. IEEE Trans. Medical Imaging 41(7): 1747-1763 (2022) - [j1]Mahmut Yurt, Onat Dalmaz, Salman Ul Hassan Dar, Muzaffer Özbey, Berk Tinaz, Kader Karli Oguz, Tolga Çukur:
Semi-Supervised Learning of MRI Synthesis Without Fully-Sampled Ground Truths. IEEE Trans. Medical Imaging 41(12): 3895-3906 (2022) - [c5]Yilmaz Korkmaz, Muzaffer Özbey, Tolga Çukur:
MRI Reconstruction with Conditional Adversarial Transformers. MLMIR@MICCAI 2022: 62-71 - [c4]Onat Dalmaz, Usama Mirza, Gökberk Elmas, Muzaffer Özbey, Salman Ul Hassan Dar, Tolga Çukur:
A Specificity-Preserving Generative Model for Federated MRI Translation. DeCaF/FAIR@MICCAI 2022: 79-88 - [i8]Gökberk Elmas, Salman Ul Hassan Dar, Yilmaz Korkmaz, Emir Ceyani, Burak Susam, Muzaffer Özbey, Salman Avestimehr, Tolga Çukur:
Federated Learning of Generative Image Priors for MRI Reconstruction. CoRR abs/2202.04175 (2022) - [i7]Salman Ul Hassan Dar, Saban Öztürk, Yilmaz Korkmaz, Gökberk Elmas, Muzaffer Özbey, Alper Güngör, Tolga Çukur:
Adaptive Diffusion Priors for Accelerated MRI Reconstruction. CoRR abs/2207.05876 (2022) - [i6]Onat Dalmaz, Muhammad Usama Mirza, Gökberk Elmas, Muzaffer Özbey, Salman Ul Hassan Dar, Emir Ceyani, Salman Avestimehr, Tolga Çukur:
One Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis. CoRR abs/2207.06509 (2022) - [i5]Muzaffer Özbey, Salman Ul Hassan Dar, Hasan Atakan Bedel, Onat Dalmaz, Saban Öztürk, Alper Güngör, Tolga Çukur:
Unsupervised Medical Image Translation with Adversarial Diffusion Models. CoRR abs/2207.08208 (2022) - 2021
- [c3]Yilmaz Korkmaz, Mahmut Yurt, Salman Ul Hassan Dar, Muzaffer Özbey, Tolga Çukur:
Deep MRI Reconstruction with Generative Vision Transformers. MLMIR@MICCAI 2021: 54-64 - [c2]Muzaffer Özbey, Tolga Çukur:
Multi-Image Reconstruction in Multi-Contrast MRI. SIU 2021: 1-4 - [i4]Muzaffer Özbey, Mahmut Yurt, Salman Ul Hassan Dar, Tolga Çukur:
Three Dimensional MR Image Synthesis with Progressive Generative Adversarial Networks. CoRR abs/2101.05218 (2021) - [i3]Yilmaz Korkmaz, Salman Ul Hassan Dar, Mahmut Yurt, Muzaffer Özbey, Tolga Çukur:
Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers. CoRR abs/2105.08059 (2021) - 2020
- [c1]Muzaffer Özbey, Tolga Çukur:
T1-Weighted Contrast-Enhanced Synthesis for Multi-Contrast MRI Segmentation. SIU 2020: 1-4 - [i2]Mahmut Yurt, Muzaffer Özbey, Salman Ul Hassan Dar, Berk Tinaz, Kader Karli Oguz, Tolga Çukur:
Progressively Volumetrized Deep Generative Models for Data-Efficient Contextual Learning of MR Image Recovery. CoRR abs/2011.13913 (2020) - [i1]Mahmut Yurt, Salman Ul Hassan Dar, Berk Tinaz, Muzaffer Özbey, Tolga Çukur:
Semi-Supervised Learning of Mutually Accelerated Multi-Contrast MRI Synthesis without Fully-Sampled Ground-Truths. CoRR abs/2011.14347 (2020)
Coauthor Index
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