BART workshops and webinars

BART workshops and webinars#

The BART tutorial catalogue and webinar archive provide recordings, scripts and datasets. This reading order connects them to bartorch. Their command-line, MATLAB and Python scripts need their filenames, dimensions and option syntax translated before they run here.

Learning goal

Upstream material

bartorch progression

First reconstruction

Webinar 4 (July 2021)

Phantom, calibration, coil preparation, the pics example.

Noise processing and parallel imaging

ISMRM 2019 workshop

Whiten and compress consistently; then measured data and g-factor.

Non-Cartesian reconstruction

Webinar 7 (December 2022), in the webinar archive

The radial operator and its direct Fourier check, then density compensation, sampling weights and measured trajectories.

Temporal subspaces and signal models

Webinar 3 (March 2021)

The model-based example, then basis contraction and quantitative mapping.

Dynamic imaging

Webinar 2 (December 2020), in the webinar archive

Explicit time axes, data-consistent regularization, then GRASP-like applications.

Wave reconstruction

ISMRM 2016 Wave-CS

The hybrid-space wave model and the measured-data recipe in Research recipes: EPI, wave encoding, shuffling.

Learning-based reconstruction

Webinar 6 (March 2022), in the webinar archive

BART’s network workflows beside the gallery’s DeepInverse physics and autograd.

Volumetric reconstruction

Webinar 8 (April 2024), in the webinar archive

Axis-aware examples in 3-D, with memory measured.

Follow the upstream links for current data locations and licenses. The gallery scripts are newly written synthetic examples and redistribute no workshop data or figures.