Muzaffer Özbey

1. Unsupervised Medical Image Translation with Adversarial Diffusion Models
   2022/07/17 by Muzaffer Özbey, Onat Dalmaz, Özbey, Muzaffer +11 · 23 citations
   Computer Science · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Model Reduction and Neural Networks #electronic engineering #information engineering
2. A Transfer-Learning Approach for Accelerated MRI using Deep Neural\n Networks
   2017/10/06 by Salman Ul Hassan Dar, Dar, Salman Ul Hassan, Muzaffer Özbey +5 · 4 citations
   Medicine · Engineering · #Advanced MRI Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #Advanced X-ray and CT Imaging
3. Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial\n Transformers
   2021/05/14 by Yılmaz Korkmaz, Salman UH Dar, Korkmaz, Yilmaz +7 · 4 citations
   Medicine · #Advanced MRI Techniques and Applications #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging
4. One Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis
   2022/07/13 by Onat Dalmaz, Muhammad Usama Mirza, Dalmaz, Onat +13 · 3 citations
   Computer Science · Medicine · Neuroscience · #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Fetal and Pediatric Neurological Disorders #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
5. Parallel-stream fusion of scan-specific and scan-general priors for learning deep MRI reconstruction in low-data regimes
   2023/10/20 by Salman Ul Hassan Dar, Şaban Öztürk, Muzaffer Özbey +3 · 6 citations
   Medicine · Engineering · #Advanced MRI Techniques and Applications #Medical Imaging Techniques and Applications #Advanced X-ray and CT Imaging
6. Federated Learning of Generative Image Priors for MRI Reconstruction
   2022/02/08 by Gokberk Elmas, Elmas, Gokberk, Salman UH Dar +13 · 2 citations
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
7. Self-Consistent Recursive Diffusion Bridge for Medical Image Translation
   2024/05/10 by Fuat Arslan, Bilal Kabaş, Arslan, Fuat +7 · 1 citation
   Neuroscience · #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering