unrolled-reconstruction-algorithm

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zaccharieramzi / fastmri-reproducible-benchmark

Try several methods for MRI reconstruction on the fastmri dataset. Home to the XPDNet, runner-up of the 2020 fastMRI challenge.

neural-network tensorflow mri convolutional-neural-networks mri-reconstruction fastmri fastmri-challenge fastmri-dataset unrolled-reconstruction-algorithm

Updated Feb 24, 2024
Jupyter Notebook

icon-lab / MambaRoll

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Official implementation of MambaRoll: A Physics-Driven Autoregressive State Space Model for Medical Image Reconstruction (https://arxiv.org/abs/2412.09331)

python deep-neural-networks deep-learning image-reconstruction pytorch medical-imaging autoregressive mamba sequence-models state-space-models unrolled-reconstruction-algorithm next-scale-prediction

Updated Sep 28, 2025
Python

f78bono / deep-cine-cardiac-mri

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Exploiting temporal redundancies of multi-coil cine cardiac data for MRI reconstruction with unrolled cross-domain networks.

deep-learning medical-imaging convolutional-neural-networks unet wavelet-transform mri-reconstruction unrolled-reconstruction-algorithm

Updated Nov 9, 2022
Jupyter Notebook

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