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Tolga Çukur

  1. Unsupervised Medical Image Translation with Adversarial Diffusion Models
    2022/07/17 by Muzaffer Özbey, Onat Dalmaz, Özbey, Muzaffer +11 · 29 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. BolT: Fused Window Transformers for fMRI Time Series Analysis
    2022/05/23 by Hasan A. Bedel, Bedel, Hasan Atakan, Irmak Şıvgın +7 · 7 citations
    Medicine · Neuroscience · #Advanced MRI Techniques and Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Optical Imaging and Spectroscopy Techniques #Signal Processing (eess.SP) #electronic engineering #information engineering
  3. 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
  4. TranSMS: Transformers for Super-Resolution Calibration in Magnetic Particle Imaging
    2021/11/30 by Alper Gungor, Alper Güngör, Baris Askin +7 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Engineering · #Characterization and Applications of Magnetic Nanoparticles #Geomagnetism and Paleomagnetism Studies #Microfluidic and Bio-sensing Technologies
  5. 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
  6. mustGAN: Multi-Stream Generative Adversarial Networks for MR Image\n Synthesis
    2019/09/25 by Mahmut Yurt, Salman Ul Hassan Dar, Yurt, Mahmut +7 · 3 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #electronic engineering #information engineering
  7. Self-Supervised MRI Reconstruction with Unrolled Diffusion Models
    2023/06/29 by Yılmaz Korkmaz, Korkmaz, Yilmaz, Tolga Çukur +3 · 5 citations
    Medicine · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  8. Federated Learning of Generative Image Priors for MRI Reconstruction
    2022/02/08 by Gokberk Elmas, Elmas, Gokberk, Salman UH Dar +13 · 3 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
  9. One Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis
    2022/07/13 by Onat Dalmaz, Dalmaz, Onat, Muhammad Usama Mirza +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
  10. 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
  11. DEQ-MPI: A Deep Equilibrium Reconstruction With Learned Consistency for Magnetic Particle Imaging
    2024/01/01 by Alper Güngör, Baris Askin, Damla Alptekin Soydan +3 · 3 citations
  12. Content-Based Medical Image Retrieval with Opponent Class Adaptive Margin Loss
    2022/11/22 by Şaban Öztürk, Öztürk, Şaban, Emin Celik +3 · 2 citations
    Computer Science · #AI in cancer detection #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Retrieval and Classification Techniques #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  13. DenoMamba: A fused state-space model for low-dose CT denoising
    2024/09/19 by Şaban Öztürk, Öztürk, Şaban, Tolga Çukur +2 · 3 citations
    Medicine · Computer Science · #Medical Imaging Techniques and Applications #Image and Signal Denoising Methods
  14. Scalable Learning-Based Sampling Optimization for Compressive Dynamic\n MRI
    2019/02/01 by Thomas W. Sanchez, Sanchez, Thomas, Baran Gözcü +11 · 1 citation
    Engineering · Medicine · #Advanced MRI Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
  15. Self-Consistent Recursive Diffusion Bridge for Medical Image Translation
    2024/05/10 by Fuat Arslan, Arslan, Fuat, Bilal Kabaş +7 · 2 citations
    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
  16. DreaMR: Diffusion-driven Counterfactual Explanation for Functional MRI
    2023/07/18 by Hasan A. Bedel, Tolga Çukur, Bedel, Hasan Atakan +1 · 2 citations
    Medicine · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #Signal Processing (eess.SP) #electronic engineering #information engineering