Authors: Yang Gao, Hongfu Sun
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This repo is devloped based on Pytorch (1.8 or later) and matlab (R2019a or later).
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The codes in this repo were tested on Centos 7.8 with Nvdia Tesla V100 and macos12.0.1/win10/ubuntu19.10 with GTX 1060
iQSM for single-step instant QSM
DCRNet for QSM and R2* acceleration
BFRnet for QSM background field removal
Instant tissue field and magnetic susceptibility mapping from MRI raw phase using Laplacian enabled deep neural networks
source code (github) | data & checkpoints (dropbox) | arXiv (pre-print)
Accelerating quantitative susceptibility and R2* mapping using incoherent undersampling and deep neural network reconstruction
source code (github) | data & checkpoints (dropbox) | arXiv (pre-print) | NeuroImage (full paper)
xQSM: quantitative susceptibility mapping with octave convolutional and noise-regularized neural networks
source code (github) | data & checkpoints (dropbox) | arXiv (pre-print) | NMR in Biomed (full paper)
BFRnet: A deep learning-based MR background field removal method for QSM of the brain containing significant pathological susceptibility sources
source code (github) | data & checkpoints (dropbox) | arXiv (pre-print) |