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Mehmet Akçakaya

University of Minnesota
Beth Israel Deaconess Medical Center
Harvard University

169

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2495

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Distributed Memory-Efficient Physics-Guided Deep Learning Reconstruction for Large-Scale 3d Non-Cartesian MRI.

2022 ISBI | International Symposium on Biomedical Imaging
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Accelerated MRI With Deep Linear Convolutional Transform Learning.

2022 CoRR
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Unsupervised Deep Learning Methods for Biological Image Reconstruction and Enhancement: An overview from a signal processing perspective.

2022 IEEE Signal Process. Mag.
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Physics-Driven Deep Learning for Computational Magnetic Resonance Imaging.

2022 CoRR
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Improved Supervised Training of Physics-Guided Deep Learning Image Reconstruction with Multi-Masking

2021 ICASSP | International Conference on Acoustics, Speech, and Signal Processing
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Scan-Specific MRI Reconstruction using Zero-Shot Physics-Guided Deep Learning

2021 arXiv: Image and Video Processing
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20-fold Accelerated 7T fMRI Using Referenceless Self-Supervised Deep Learning Reconstruction.

2021 arXiv: Image and Video Processing
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Lowering the Thermal Noise Barrier in Functional Brain Mapping with Magnetic Resonance Imaging

2021 bioRxiv
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Zero-Shot Self-Supervised Learning for MRI Reconstruction.

2021 arXiv: Image and Video Processing
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Improved Simultaneous Multi-Slice Functional MRI Using Self-supervised Deep Learning.

2021 arXiv: Image and Video Processing
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