Burhaneddin Yaman

Burhaneddin Yaman

University of Minnesota Twin Cities - Minneapolis / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 4682000
person_outline Burhaneddin Yaman's MOST POPULAR ARTICLES
1-) Self‐supervised learning of physics‐guided reconstruction neural networks without fully sampled reference data B Yaman, SAH Hosseini, S Moeller, J Ellermann, K Uğurbil, M Akçakaya Magnetic resonance in medicine 84 (6), 3172-3191, 2020 1032020
2-) Dense recurrent neural networks for accelerated mri: History-cognizant unrolling of optimization algorithmsSAH Hosseini, B Yaman, S Moeller, M Hong, M AkçakayaIEEE Journal of Selected Topics in Signal Processing 14 (6), 1280-1291, 202076*2020
3-) Self-supervised physics-based deep learning MRI reconstruction without fully-sampled dataB Yaman, SAH Hosseini, S Moeller, J Ellermann, K Uğurbil, M Akçakaya2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 921-925, 2020702020
4-) Zero-shot self-supervised learning for MRI reconstructionB Yaman, SAH Hosseini, M AkçakayaInternational Conference on Learning Representations (ICLR), 2022722022
5-) Unsupervised deep learning methods for biological image reconstruction and enhancement: An overview from a signal processing perspectiveM Akçakaya, B Yaman, H Chung, JC YeIEEE Signal Processing Magazine 39 (2), 28-44, 202270*2022