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Code base used in "Implicit Neural Representation of Multi-shell Constrained Spherical Deconvolution for Continuous Modeling of Diffusion MRI"

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MSMT-CSD_INR

Code base used in "Implicit Neural Representation of Multi-shell Constrained Spherical Deconvolution for Continuous Modeling of Diffusion MRI"

Please cite: Hendriks, Tom, Anna Vilanova, and Maxime Chamberland. "Implicit Neural Representation of Multi-shell Constrained Spherical Deconvolution for Continuous Modeling of Diffusion MRI." Imaging Neuroscience (2025).

Note

This repository contains a runnable example of the code used for our work mentioned above. It has been cleaned, and reduced in size to provide a more usable end product. We have not rigorously tested this repository, so if any issues occur, please let me know.

Known issues

  • Hardcoded weighting for multi-shell fitting (only correct for b0 + 2 shells of equal size)
  • Multi shell only returns a single b0 volume
  • Issue where b-vectors need to be flipped before fitting to be properly visualized in MRTrix3.

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Code base used in "Implicit Neural Representation of Multi-shell Constrained Spherical Deconvolution for Continuous Modeling of Diffusion MRI"

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