Self‐supervised learning of physics‐guided reconstruction neural networks without fully sampled reference data
Yaman, Burhaneddin, Hosseini, Seyed Amir Hossein, Moeller, Steen, Ellermann, Jutta, Uğurbil, Kâmil, Akçakaya, Mehmet
Published in Magnetic resonance in medicine (01.12.2020)
Published in Magnetic resonance in medicine (01.12.2020)
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Journal Article
Dense Recurrent Neural Networks for Accelerated MRI: History-Cognizant Unrolling of Optimization Algorithms
Hosseini, Seyed Amir Hossein, Yaman, Burhaneddin, Moeller, Steen, Hong, Mingyi, Akcakaya, Mehmet
Published in IEEE journal of selected topics in signal processing (01.10.2020)
Published in IEEE journal of selected topics in signal processing (01.10.2020)
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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)
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Journal Article
Accelerated coronary MRI with sRAKI: A database-free self-consistent neural network k-space reconstruction for arbitrary undersampling
Hosseini, Seyed Amir Hossein, Zhang, Chi, Weingärtner, Sebastian, Moeller, Steen, Stuber, Matthias, Ugurbil, Kamil, Akçakaya, Mehmet
Published in PloS one (21.02.2020)
Published in PloS one (21.02.2020)
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Journal Article
Aggregate index of systemic inflammation (AISI) in admission as a reliable predictor of mortality in COPD patients with COVID-19
Hosseninia, Saeed, Ghobadi, Hassan, Garjani, Kara, Hosseini, Seyed Amir Hossein, Aslani, Mohammad Reza
Published in BMC pulmonary medicine (31.03.2023)
Published in BMC pulmonary medicine (31.03.2023)
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Journal Article
Accelerated Coronary Mri Using 3D Spirit-Raki With Sparsity Regularization
Hosseini, Seyed Amir Hossein, Moeller, Steen, Weingartner, Sebastian, Ugurbil, Kamil, Akcakaya, Mehmet
Published in 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) (01.04.2019)
Published in 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) (01.04.2019)
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Conference Proceeding
Journal Article
Prognostic Value of Admission Neutrophil Count in Asthma Patients with COVID-19: A Comparative Analysis with Other Systemic Inflammation Indices for In-hospital Mortality Prediction
Ghobadi, Hassan, Mohammadshahi, Jafar, Tarighi, Aylin, Hosseini, Seyed Amir Hossein, Garjani, Kara, Aslani, Mohammad Reza
Published in Iranian journal of allergy, asthma, and immunology (01.08.2023)
Published in Iranian journal of allergy, asthma, and immunology (01.08.2023)
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Journal Article
Scan-Specific Residual Convolutional Neural Networks for Fast MRI Using Residual RAKI
Zhang, Chi, Hossein Hosseini, Seyed Amir, Moeller, Steen, Weingartner, Sebastian, Ugurbil, Kamil, Akcakaya, Mehmet
Published in 2019 53rd Asilomar Conference on Signals, Systems, and Computers (01.11.2019)
Published in 2019 53rd Asilomar Conference on Signals, Systems, and Computers (01.11.2019)
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Conference Proceeding
In silico analysis of the conserved surface-exposed epitopes to design novel multiepitope peptide vaccine for all variants of the SARS-CoV-2
Mohammadzadeh Hosseini Moghri, Seyed Amir Hossein, Ranjbar, Mojtaba, Hassannia, Hadi, Khakdan, Fatemeh
Published in Journal of biomolecular structure & dynamics (02.11.2023)
Published in Journal of biomolecular structure & dynamics (02.11.2023)
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Journal Article
Resveratrol Sensitizes Selectively Thyroid Cancer Cell to 131-Iodine Toxicity
Hosseinimehr, Seyed Jalal, Hosseini, Seyed Amir Hossein
Published in Journal of Toxicology (01.01.2014)
Published in Journal of Toxicology (01.01.2014)
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Journal Article
CD171 Multi-epitope peptide design based on immuno-informatics approach as a cancer vaccine candidate for glioblastoma
Mohammadzadeh Hosseini Moghri, Seyed Amir Hossein, Mahmoodi Chalbatani, Ghanbar, Ranjbar, Mojtaba, Raposo, Catarina, Abbasian, Arefeh
Published in Journal of biomolecular structure & dynamics (11.02.2023)
Published in Journal of biomolecular structure & dynamics (11.02.2023)
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Journal Article
High-Fidelity Accelerated MRI Reconstruction by Scan-Specific Fine-Tuning of Physics-Based Neural Networks
Hossein Hosseini, Seyed Amir, Yaman, Burhaneddin, Moeller, Steen, Akcakaya, Mehmet
Published in 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.07.2020)
Published in 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.07.2020)
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Conference Proceeding
In silico investigation of lysostaphin-producing novel strains as an enzybiotic against methicillin-resistant Staphylococcus aureus
Hossein Mohammadzadeh Hosseini Moghri, Seyed Amir, Hassan Kiadeh, Saeed Ghanbari, Rahaiee, Somayeh
Published in Informatics in medicine unlocked (2021)
Published in Informatics in medicine unlocked (2021)
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Journal Article
Improved Supervised Training of Physics-Guided Deep Learning Image Reconstruction with Multi-Masking
Yaman, Burhaneddin, Seyed Amir Hossein Hosseini, Moeller, Steen, Akçakaya, Mehmet
Published in arXiv.org (26.10.2020)
Published in arXiv.org (26.10.2020)
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Paper
Journal Article
Multi-Mask Self-Supervised Learning for Physics-Guided Neural Networks in Highly Accelerated MRI
Yaman, Burhaneddin, Gu, Hongyi, Seyed Amir Hossein Hosseini, Demirel, Omer Burak, Moeller, Steen, Ellermann, Jutta, Uğurbil, Kâmil, Akçakaya, Mehmet
Published in arXiv.org (09.06.2022)
Published in arXiv.org (09.06.2022)
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Paper
Journal Article
Dense Recurrent Neural Networks for Accelerated MRI: History-Cognizant Unrolling of Optimization Algorithms
Seyed Amir Hossein Hosseini, Yaman, Burhaneddin, Moeller, Steen, Hong, Mingyi, Akçakaya, Mehmet
Published in arXiv.org (08.07.2020)
Published in arXiv.org (08.07.2020)
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Paper
Journal Article
High-Fidelity Accelerated MRI Reconstruction by Scan-Specific Fine-Tuning of Physics-Based Neural Networks
Seyed Amir Hossein Hosseini, Yaman, Burhaneddin, Moeller, Steen, Akçakaya, Mehmet
Published in arXiv.org (12.05.2020)
Published in arXiv.org (12.05.2020)
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Paper
Journal Article
Comparison of Neural Network Architectures for Physics-Driven Deep Learning MRI Reconstruction
Yaman, Burhaneddin, Hossein Hosseini, Seyed Amir, Moeller, Steen, Akcakaya, Mehmet
Published in 2019 IEEE 10th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) (01.10.2019)
Published in 2019 IEEE 10th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) (01.10.2019)
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Conference Proceeding