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Frequency-Based Soft Diffusion Model for Accelerated MRI Reconstruction
Presented in 33rd Signal Processing and Communications Applications Conference (SIU 2025)
Muhammad U Mirza, Mustafa Arda Aydın, Tolga Çukur
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Super Resolution MRI via Upscaling Diffusion Bridges
Presented in 32nd Signal Processing and Communications Applications Conference (SIU 2024)
Muhammad U Mirza, Fuat Arslan, Tolga Çukur
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Accelerated MRI Reconstruction with Fourier-Constrained Diffusion Bridges
Presented in 32nd annual meeting of International Society for Magnetic Resonance Imaging (ISMRM), 2024
Muhammad Usama Mirza, Onat Dalmaz, Hasan Atakan Bedel, Gokberk Elmas, Alper Gungor, Tolga Çukur
MRI Reconstruction with Fourier-Constrained Diffusion Bridges
Presented in Medical Imaging meets NeurIPS 2023
Muhammad U Mirza, Onat Dalmaz, Hasan A Bedel, Gokberk Elmas, Alper Gungor, Tolga Çukur
Denoising Diffusion Adversarial Models for Unconditional Medical Image Generation
Presented in 31st Signal Processing and Communications Applications Conference (SIU 2023)
Onat Dalmaz, Baturay Saglam, Gokberk Elmas, Muhammad U Mirza, Tolga Çukur
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Super-Resolution Diffusion Model for Accelerated MRI Reconstruction
Presented in 31st Signal Processing and Communications Applications Conference (SIU 2023)
Muhammad U Mirza, Tolga Çukur
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A Personalized Federated Learning Approach for Multi-Contrast MRI Translation
Presented in 31st annual meeting of International Society for Magnetic Resonance Imaging (ISMRM), 2023
Onat Dalmaz, Muhammad U Mirza, Gokberk Elmas, Muzaffer Özbey, Salman UH Dar, Emir Ceyani, Salman Avestimehr, Tolga Çukur
Personalized, Federated, And Unified MRI Contrast Synthesis
Presented in IEEE 20th International Symposium on Biomedical Imaging (ISBI), 2023
Onat Dalmaz, Muhammad U Mirza, Gokberk Elmas, Muzaffer Özbey, Salman UH Dar, Emir Ceyani, Salman Avestimehr, Tolga Çukur
pFLSynth: Personalized Federated Learning of Image Synthesis in Multi-Contrast MRI
Presented in NeurIPS Medical Imaging Meets 2022
Onat Dalmaz, Muhammad U Mirza, Gokberk Elmas, Muzaffer Özbey, Salman UH Dar, Emir Ceyani, Salman Avestimehr, Tolga Çukur
A Specificity-Preserving Generative Model for Federated MRI Translation
Presented in MICCAI Workshop on “Distributed, Collaborative and Federated Learning” (MICCAI-DeCaF 2022)
Onat Dalmaz, Muhammad U Mirza, Gokberk Elmas, Muzaffer Özbey, Salman UH Dar, Tolga Çukur
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