Welcome to autodmri’s documentation!¶
This is the documentation detailing the internal of Automated characterization of noise distributions in diffusion MRI data, which is available at https://github.com/samuelstjean/autodmri.
You can find the original paper and full details of the algorithm as presented in
St-Jean S, De Luca A, Tax CMW, Viergever MA, Leemans A. Automated characterization of noise distributions in diffusion MRI data. Med Image Anal. June 2020:101758. doi:10.1016/j.media.2020.101758
Which you can grab a copy from media.
There is also the previous conference manuscript which details a different set of experiments
St-Jean, Samuel, De Luca, Alberto, Viergever, Max A. and Leemans, Alexander ‘Automatic, Fast and Robust Characterization of Noise Distributions for Diffusion MRI’, MICCAI 2018. Springer International Publishing, pp. 304–312. doi: 10.1007/978-3-030-00928-1_35.
Which is also available on the publisher website miccai or arxiv_miccai.
The datasets are also available at zenodo.
You can find below the documentation for each modules.