Software:
Pulseq open-source pulse sequences: Highly accelerated QSM acquisition using multi-echo GRE with B0 navigators:
[GitHub]
(Siemens VE11) pulse sequences: High resolution diffusion imaging with gSlider-SMS:
[select "gSlider" from the drop-down list]
[PDF]
Quantitative T1, T2 mapping at high resolution using 3D MR Fingerprinting:
[select "3D MRF" from the drop-down list]
[PDF]
Machine learning: Zero-shot Prior Learning of Spatio-temporal Multi-echo/contrast MRI Reconstruction with Iterative Refinement:
[Jupyter Notebook]
[PDF]
Quantifying the uncertainty of neural networks using Monte Carlo dropout for safer and more accurate deep learning based quantitative MRI:
[Python code]
[ISMRM'22 abstract]
MAPLE: Accelerated MR Parameter Mapping with Scan-specific Unsupervised Networks:
[Python code]
[ISMRM'22 abstract]
Latent Signal Modeling (LSM): Learning compact latent representations of signal evolution for improved shuffling reconstruction:
[Python code]
[ISMRM'22 abstract]
Rapid quantitative imaging with Wave-MODL and joint reconstruction:
[Python code]
[ISMRM'22 abstract]
eRAKI: Fast Robust Artificial neural networks for K‐space Interpolation:
[Python code]
[ISMRM abstract]
Accelerated Multi-shot EPI through Machine Learning and Joint Reconstruction:
[Data & Python code for Keras]
[PDF]
Distortion-free Echo Planar Imaging: VUDU-SAGE: Efficient T2 and T2* Mapping using Joint Reconstruction for Motion-Robust, Distortion-Free, Multi-Shot, Multi-Echo EPI:
[Matlab code]
[PDF]
T2-BUDA-gSlider: rapid high resolution T2 mapping with blip-up/down acquisition, gSlider and subspace reconstruction:
[Matlab code]
[preprint]
Parallel imaging and compressed sensing: VC-MUSSELS: Hankel low-rank regularization for multi-shot EPI with virtual coils for high-fidelity partial Fourier reconstruction:
[HTML]
[Matlab code]
Calibrationless parallel imaging for multi echo/contrast data: [Matlab code] [HTML]
Joint Reconstruction: Wave-CAIPI: Receiver coil combination without reference data: Block Coil Compression (BCC) for reference-free coil combination at ultra high field : [Matlab code] [PDF]
SVD for reference-free coil combination at high field : [Matlab code] [HTML]
Quantitative Susceptibility Mapping (QSM): Dipole Inversion Algorithms: Single-Step QSM: Demos and Recon Challenges: MR Spectroscopic Imaging: Fast lipid suppression with l2-regularization: [Matlab code] [PDF]
Lipid suppression with spatial priors and l1-regularization: [Matlab code] [PDF]
Accelerated Diffusion Spectrum Imaging: Fast Diffusion Spectrum Imaging reconstruction with trained dictionaries: [Matlab code] [PDF]
Diffusion Spectrum Imaging with dictionary reconstruction: [Matlab code] [PDF]
Links:
