Calibration-Free Relaxation-Based Multi-Color Magnetic Particle Imaging
Muslu, Yavuz, Utkur, Mustafa, Demirel, Omer Burak, Saritas, Emine Ulku
Published in IEEE transactions on medical imaging (01.08.2018)
Published in IEEE transactions on medical imaging (01.08.2018)
Get full text
Journal Article
Residual RAKI: A hybrid linear and non-linear approach for scan-specific k-space deep learning
Zhang, Chi, Moeller, Steen, Demirel, Omer Burak, Uğurbil, Kâmil, Akçakaya, Mehmet
Published in NeuroImage (Orlando, Fla.) (01.08.2022)
Published in NeuroImage (Orlando, Fla.) (01.08.2022)
Get full text
Journal Article
Cycle-Consistent Self-Supervised Learning for Improved Highly-Accelerated MRI Reconstruction
Zhang, Chi, Demirel, Omer Burak, Akcakaya, Mehmet
Published in 2024 IEEE International Symposium on Biomedical Imaging (ISBI) (27.05.2024)
Published in 2024 IEEE International Symposium on Biomedical Imaging (ISBI) (27.05.2024)
Get full text
Conference Proceeding
Signal intensity informed multi‐coil encoding operator for physics‐guided deep learning reconstruction of highly accelerated myocardial perfusion CMR
Demirel, Omer Burak, Yaman, Burhaneddin, Shenoy, Chetan, Moeller, Steen, Weingärtner, Sebastian, Akçakaya, Mehmet
Published in Magnetic resonance in medicine (01.01.2023)
Published in Magnetic resonance in medicine (01.01.2023)
Get full text
Journal Article
Unsupervised deep learning with convolutional neural networks for static parallel transmit design: A retrospective study
Kilic, Toygan, Liebig, Patrick, Demirel, Omer Burak, Herrler, Jürgen, Nagel, Armin M., Ugurbil, Kamil, Akçakaya, Mehmet
Published in Magnetic resonance in medicine (01.06.2024)
Published in Magnetic resonance in medicine (01.06.2024)
Get full text
Journal Article
Multi‐mask self‐supervised learning for physics‐guided neural networks in highly accelerated magnetic resonance imaging
Yaman, Burhaneddin, Gu, Hongyi, Hosseini, Seyed Amir Hossein, Demirel, Omer Burak, Moeller, Steen, Ellermann, Jutta, Uğurbil, Kâmil, Akçakaya, Mehmet
Published in NMR in biomedicine (01.12.2022)
Published in NMR in biomedicine (01.12.2022)
Get full text
Journal Article
Large-scale 3D non-Cartesian coronary MRI reconstruction using distributed memory-efficient physics-guided deep learning with limited training data
Zhang, Chi, Piccini, Davide, Demirel, Omer Burak, Bonanno, Gabriele, Roy, Christopher W., Yaman, Burhaneddin, Moeller, Steen, Shenoy, Chetan, Stuber, Matthias, Akçakaya, Mehmet
Published in Magma (New York, N.Y.) (01.07.2024)
Published in Magma (New York, N.Y.) (01.07.2024)
Get full text
Journal Article
Improved Simultaneous Multi-Slice Imaging for Perfusion Cardiac MRI Using Outer Volume Suppression and Regularized Reconstruction
Demirel, Omer Burak, Weingartner, Sebastian, Moeller, Steen, Akcakaya, Mehmet
Published in 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) (01.04.2020)
Published in 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) (01.04.2020)
Get full text
Conference Proceeding
Towards Fast Hard-Constrained Parallel Transmit Design in Ultrahigh Field MRI with Physics-Driven Neural Networks
Kilic, Toygan, Herrler, Jurgen, Liebig, Patrick, Demirel, Omer Burak, Nagel, Armin, Hong, Mingyi, Giannakis, Georgios B., Ugurbil, Kamil, Akcakaya, Mehmet
Published in 2024 IEEE International Symposium on Biomedical Imaging (ISBI) (27.05.2024)
Published in 2024 IEEE International Symposium on Biomedical Imaging (ISBI) (27.05.2024)
Get full text
Conference Proceeding
Distributed Memory-Efficient Physics-Guided Deep Learning Reconstruction for Large-Scale 3d Non-Cartesian MRI
Zhang, Chi, Piccini, Davide, Demirel, Omer Burak, Bonanno, Gabriele, Yaman, Burhaneddin, Stuber, Matthias, Moeller, Steen, Akcakaya, Mehmet
Published in 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI) (28.03.2022)
Published in 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI) (28.03.2022)
Get full text
Conference Proceeding
Improved Simultaneous Multi-Slice Functional MRI Using Self-supervised Deep Learning
Demirel, Omer Burak, Yaman, Burhaneddin, Dowdle, Logan, Moeller, Steen, Vizioli, Luca, Yacoub, Essa, Strupp, John, Olman, Cheryl A., Ugurbil, Kamil, Akcakaya, Mehmet
Published in 2021 55th Asilomar Conference on Signals, Systems, and Computers (31.10.2021)
Published in 2021 55th Asilomar Conference on Signals, Systems, and Computers (31.10.2021)
Get full text
Conference Proceeding
High-fidelity Database-free Deep Learning Reconstruction for Real-time Cine Cardiac MRI
Demirel, Omer Burak, Zhang, Chi, Yaman, Burhaneddin, Gulle, Merve, Shenoy, Chetan, Leiner, Tim, Kellman, Peter, Akcakaya, Mehmet
Published in 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.07.2023)
Published in 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.07.2023)
Get full text
Conference Proceeding
Journal Article
High-Quality 0.5mm Isotropic fMRI: Random Matrix Theory Meets Physics-Driven Deep Learning
Demirel, Omer Burak, Moeller, Steen, Vizioli, Luca, Yaman, Burhaneddin, Dowdle, Logan, Yacoub, Essa, Ugurbil, Kamil, Akcakaya, Mehmet
Published in 2023 11th International IEEE/EMBS Conference on Neural Engineering (NER) (24.04.2023)
Published in 2023 11th International IEEE/EMBS Conference on Neural Engineering (NER) (24.04.2023)
Get full text
Conference Proceeding
Improved Regularized Reconstruction for Simultaneous Multi-Slice Cardiac MRI T 1 Mapping
Demirel, Ömer Burak, Weingärtner, Sebastian, Moeller, Steen, Akçakaya, Mehmet
Published in Proceedings of the ... European Signal Processing Conference (EUSIPCO) (01.09.2019)
Published in Proceedings of the ... European Signal Processing Conference (EUSIPCO) (01.09.2019)
Get more information
Journal Article
Improved Simultaneous Multi-slice imaging with Composition of k-space Interpolations
Demirel, Ömer Burak, Weingärtner, Sebastian, Moeller, Steen, Akçakaya, Mehmet
Published in PloS one (21.07.2023)
Published in PloS one (21.07.2023)
Get full text
Journal Article