Matthew Muckley
Matthew Muckley
This is something we identified in Discussion #220. It seems Google has changed their API recently so that our old code will fail to download a submission. Until I get...
This issue would add code for simulating the single-coil data from multi-coil data described in the following paper: Tygert M, Zbontar J. Simulating single-coil MRI from the responses of multiple...
This is a tracking issue for implementing the paper [GrappaNet: Combining Parallel Imaging With Deep Learning for Multi-Coil MRI Reconstruction](https://openaccess.thecvf.com/content_CVPR_2020/html/Sriram_GrappaNet_Combining_Parallel_Imaging_With_Deep_Learning_for_Multi-Coil_MRI_CVPR_2020_paper.html) by A. Sriram, et al. This paper wasn't open-sourced, but...
I made a change in #27 that could be a potential issue, so I would like to document it here. Particularly, in [this commit](https://github.com/mmuckley/torchkbnufft/commit/4c28abe226ca437b42c83b71ecb23c473c0c9ba0) the following lines were commented out:...
I'm wondering if we might get better performance with the package by rewriting the backend to call into the PyTorch C++ API directly. This would bypass the Python interpreter, which...
## Enhancement Transition all [JAX entropy coders](https://github.com/facebookresearch/NeuralCompression/tree/main/neuralcompression/entropy_coders) to a folder under `projects`. ## Motivation These were originally released to be the basis of work incorporating neural networks into codecs, but...
### Discussed in https://github.com/facebookresearch/fastMRI/discussions/263 Creating an issue with this - seems like some aspects of sample filtering are bugged with recent changes. Originally posted by **mouryarahul** August 24, 2022 Hi,...
This PR will implement code for reproducing results in the following paper: Radmanesh, A., Muckley, M. J., Murrell, T., Lindsey, E., Sriram, A., Knoll, F., ... & Lui, Y. W....
As documented in Discussion #287, the `tar.gz` file for the brain DICOM data seems to be corrupted. I have downloaded a couple of times, observing an SHA256 hash of `68e19447b428ab723d62bcd09a2b859a06eac52f4d5751d5b66570de0f7064db`...
Although the [fastMRI 2.0 release](https://github.com/facebookresearch/fastMRI/discussions/284) reduced data storage requirements by batching the fastMRI dataset, in some cases even the fastMRI 2.0 batches can be too small to work with (e.g.,...