2D and 3D U-Nets for skull stripping in a large and heterogeneous set of head MRI using fastai

Color versions of the figures in 2D and 3D U-Nets for skull stripping in a large and heterogeneous set of head MRI using fastai, by Satheshkumar Kaliyugarasan, Marek Kocinski, Arvid Lundervold and Alexander Selvikvåg Lundervold

Data sources

The work used data collected from the following sources:

• ADNI: http://adni.loni.usc.edu
• AIBL: https://aibl.csiro.au
• IXI: https://brain-development.org/ixi-dataset
• PPMI: https://www.ppmi-info.org
• SLIM: http://fcon_1000.projects.nitrc.org/indi/retro/southwestuni_qiu_index.html
• Calgary-Campinas: https://sites.google.com/view/calgary-campinas-dataset/home
• SALD: http://fcon_1000.projects.nitrc.org/indi/retro/sald.html