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Muhammad Usama Mirza
Muhammad Usama Mirza
Otros nombresUsama Mirza
Dirección de correo verificada de ee.bilkent.edu.tr
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One model to unite them all: Personalized federated learning of multi-contrast MRI synthesis
O Dalmaz, MU Mirza, G Elmas, M Ozbey, SUH Dar, E Ceyani, KK Oguz, ...
Medical Image Analysis, 103121, 2024
232024
A Specificity-Preserving Generative Model for Federated MRI Translation
O Dalmaz, U Mirza, G Elmas, M Özbey, SUH Dar, T Çukur
Distributed, Collaborative, and Federated Learning, and Affordable AI and …, 2022
62022
Learning Fourier-constrained diffusion bridges for MRI reconstruction
MU Mirza, O Dalmaz, HA Bedel, G Elmas, Y Korkmaz, A Gungor, SUH Dar, ...
arXiv preprint arXiv:2308.01096, 2023
32023
Skip connections for medical image synthesis with generative adversarial networks
MU Mirza, O Dalmaz, T Çukur
2022 30th Signal Processing and Communications Applications Conference (SIU …, 2022
12022
Denoising Diffusion Adversarial Models for Unconditional Medical Image Generation
O Dalmaz, B Saglam, G Elmas, M Mirza, T Çukur
2023 31st Signal Processing and Communications Applications Conference (SIU …, 2023
2023
Super-Resolution Diffusion Model for Accelerated MRI Reconstruction
MU Mirza, T Çukur
2023 31st Signal Processing and Communications Applications Conference (SIU …, 2023
2023
pFLSynth: Personalized Federated Learning of Image Synthesis in Multi-Contrast MRI
O Dalmaz, U Mirza, G Elmas, M Özbey, SUH Dar, E Ceyani, S Avestimehr, ...
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