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Seyed Amir Hossein Hosseini
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Year
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
2302020
Dense recurrent neural networks for accelerated MRI: History-cognizant unrolling of optimization algorithms
SAH Hosseini, B Yaman, S Moeller, M Hong, M Akçakaya
IEEE Journal of Selected Topics in Signal Processing 14 (6), 1280-1291, 2020
922020
Self-supervised physics-based deep learning MRI reconstruction without fully-sampled data
B Yaman, SAH Hosseini, S Moeller, J Ellermann, K Uğurbil, M Akçakaya
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 921-925, 2020
772020
Zero-shot self-supervised learning for MRI reconstruction
B Yaman, SAH Hosseini, M Akçakaya
arXiv preprint arXiv:2102.07737, 2021
532021
Accelerated coronary MRI with sRAKI: A database-free self-consistent neural network k-space reconstruction for arbitrary undersampling
SAH Hosseini, C Zhang, S Weingärtner, S Moeller, M Stuber, K Ugurbil, ...
Plos one 15 (2), e0229418, 2020
402020
Electromagnetic source imaging using simultaneous scalp EEG and intracranial EEG: An emerging tool for interacting with pathological brain networks
SAH Hosseini, A Sohrabpour, B He
Clinical Neurophysiology 129 (1), 168-187, 2018
302018
Multi‐mask self‐supervised learning for physics‐guided neural networks in highly accelerated magnetic resonance imaging
B Yaman, H Gu, SAH Hosseini, OB Demirel, S Moeller, J Ellermann, ...
NMR in Biomedicine 35 (12), e4798, 2022
252022
Accelerated coronary MRI using 3D SPIRiT-RAKI with sparsity regularization
SAH Hosseini, S Moeller, S Weingärtner, K Uğurbil, M Akçakaya
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019
192019
Electromagnetic brain source imaging by means of a robust minimum variance beamformer
SAH Hosseini, A Sohrabpour, M Akçakaya, B He
IEEE Transactions on Biomedical Engineering 65 (10), 2365-2374, 2018
192018
Scan-specific residual convolutional neural networks for fast MRI using residual RAKI
C Zhang, SAH Hosseini, S Moeller, S Weingärtner, K Ugurbil, M Akcakaya
2019 53rd Asilomar Conference on Signals, Systems, and Computers, 1476-1480, 2019
172019
Ground-truth free multi-mask self-supervised physics-guided deep learning in highly accelerated MRI
B Yaman, SAH Hosseini, S Moeller, J Ellermann, K Uğurbil, M Akçakaya
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1850-1854, 2021
152021
High-fidelity accelerated MRI reconstruction by scan-specific fine-tuning of physics-based neural networks
SAH Hosseini, B Yaman, S Moeller, M Akçakaya
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
132020
sRAKI-RNN: accelerated MRI with scan-specific recurrent neural networks using densely connected blocks
SAH Hosseini, C Zhang, K Uǧurbil, S Moeller, M Akçakaya
Wavelets and Sparsity XVIII 11138, 393-399, 2019
122019
Zero-shot physics-guided deep learning for subject-specific MRI reconstruction
B Yaman, SAH Hosseini, M Akcakaya
NeurIPS 2021 Workshop on Deep Learning and Inverse Problems, 2021
102021
Optimized fast GPU implementation of robust artificial-neural-networks for k-space interpolation (RAKI) reconstruction
C Zhang, SAH Hosseini, S Weingärtner, K Uǧurbil, S Moeller, ...
Plos one 14 (10), e0223315, 2019
92019
Improved supervised training of physics-guided deep learning image reconstruction with multi-masking
B Yaman, SAH Hosseini, S Moeller, M Akçakaya
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
62021
Comparison of neural network architectures for physics-driven deep learning MRI reconstruction
B Yaman, SAH Hosseini, S Moeller, M Akçakaya
2019 IEEE 10th Annual Information Technology, Electronics and Mobile …, 2019
52019
Noise2inpaint: Learning referenceless denoising by inpainting unrolling
B Yaman, SAH Hosseini, M Akçakaya
arXiv preprint arXiv:2006.09450, 2020
22020
Accelerated targeted coronary MRI using sparsity-regularized SPIRiT-RAKI
SAH Hosseini, S Moeller, S Weingärtner, K Uğurbil, M Akçakaya
Annual Meeting of the International Society of Magnetic Resonance in Medicine, 2019
22019
Scan-Specific Accelerated Mri Reconstruction Using Recurrent Neural Networks In A Regularized Self-Consistent Framework
SAH Hosseini, B Yaman, C Zhang, K Uğurbil, S Moeller, M Akçakaya
2020 IEEE 17th International Symposium on Biomedical Imaging Workshops (ISBI …, 2020
12020
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