A Transfer‐Learning Approach for Accelerated MRI Using Deep Neural Networks
Dar, Salman Ul Hassan, Özbey, Muzaffer, Çatlı, Ahmet Burak, Çukur, Tolga
Published in Magnetic resonance in medicine (01.08.2020)
Published in Magnetic resonance in medicine (01.08.2020)
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Journal Article
Unsupervised Medical Image Translation With Adversarial Diffusion Models
Ozbey, Muzaffer, Dalmaz, Onat, Dar, Salman U. H., Bedel, Hasan A., Ozturk, Saban, Gungor, Alper, Cukur, Tolga
Published in IEEE transactions on medical imaging (01.12.2023)
Published in IEEE transactions on medical imaging (01.12.2023)
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Journal Article
Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers
Korkmaz, Yilmaz, Dar, Salman U. H., Yurt, Mahmut, Ozbey, Muzaffer, Cukur, Tolga
Published in IEEE transactions on medical imaging (01.07.2022)
Published in IEEE transactions on medical imaging (01.07.2022)
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Journal Article
Federated Learning of Generative Image Priors for MRI Reconstruction
Elmas, Gokberk, Dar, Salman U. H., Korkmaz, Yilmaz, Ceyani, Emir, Susam, Burak, Ozbey, Muzaffer, Avestimehr, Salman, Cukur, Tolga
Published in IEEE transactions on medical imaging (01.07.2023)
Published in IEEE transactions on medical imaging (01.07.2023)
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Journal Article
Adaptive diffusion priors for accelerated MRI reconstruction
Güngör, Alper, Dar, Salman UH, Öztürk, Şaban, Korkmaz, Yilmaz, Bedel, Hasan A., Elmas, Gokberk, Ozbey, Muzaffer, Çukur, Tolga
Published in Medical image analysis (01.08.2023)
Published in Medical image analysis (01.08.2023)
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Journal Article
Semi-Supervised Learning of MRI Synthesis Without Fully-Sampled Ground Truths
Yurt, Mahmut, Dalmaz, Onat, Dar, Salman, Ozbey, Muzaffer, Tinaz, Berk, Oguz, Kader, Cukur, Tolga
Published in IEEE transactions on medical imaging (01.12.2022)
Published in IEEE transactions on medical imaging (01.12.2022)
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Journal Article
One model to unite them all: Personalized federated learning of multi-contrast MRI synthesis
Dalmaz, Onat, Mirza, Muhammad U., Elmas, Gokberk, Ozbey, Muzaffer, Dar, Salman U.H., Ceyani, Emir, Oguz, Kader K., Avestimehr, Salman, Çukur, Tolga
Published in Medical image analysis (01.05.2024)
Published in Medical image analysis (01.05.2024)
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Journal Article
Multi-Image Reconstruction in Multi-Contrast MRI
Ozbey, Muzaffer, Cukur, Tolga
Published in 2021 29th Signal Processing and Communications Applications Conference (SIU) (09.06.2021)
Published in 2021 29th Signal Processing and Communications Applications Conference (SIU) (09.06.2021)
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Conference Proceeding
T1-Weighted Contrast-Enhanced Synthesis for Multi-Contrast MRI Segmentation
Ozbey, Muzaffer, Cukur, Tolga
Published in 2020 28th Signal Processing and Communications Applications Conference (SIU) (05.10.2020)
Published in 2020 28th Signal Processing and Communications Applications Conference (SIU) (05.10.2020)
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Conference Proceeding
Self-Consistent Recursive Diffusion Bridge for Medical Image Translation
Arslan, Fuat, Kabas, Bilal, Dalmaz, Onat, Ozbey, Muzaffer, Çukur, Tolga
Year of Publication 10.05.2024
Year of Publication 10.05.2024
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Journal Article
Self-Consistent Recursive Diffusion Bridge for Medical Image Translation
Arslan, Fuat, Kabas, Bilal, Onat Dalmaz, Ozbey, Muzaffer, Çukur, Tolga
Published in arXiv.org (10.05.2024)
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Published in arXiv.org (10.05.2024)
Paper
Assessing the capacity of a denoising diffusion probabilistic model to reproduce spatial context
Deshpande, Rucha, Özbey, Muzaffer, Li, Hua, Anastasio, Mark A, Brooks, Frank J
Year of Publication 19.09.2023
Year of Publication 19.09.2023
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Journal Article
Adaptive Diffusion Priors for Accelerated MRI Reconstruction
Güngör, Alper, Salman UH Dar, \c{S}aban Öztürk, Korkmaz, Yilmaz, Gokberk Elmas, Özbey, Muzaffer, Çukur, Tolga
Published in arXiv.org (17.09.2023)
Published in arXiv.org (17.09.2023)
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Paper
Journal Article