SABS-R3-projects's repositories
Paint4Brains
A brain MRI segmentation tool that provides accurate robust segmentation of problematic brain regions across the neurodegenerative spectrum. The methodology is generalisable to perform well with the typical variance in MRI acquisition parameters and other factors that influence image contrast.
Brains-are-hard
Brains are hard. Brains are cool.
Hodgkin_Huxley
Hodgkin-Huxley and beyond
nn-common-modules
Pytorch Implementations of Common modules, blocks and losses for CNNs specifically for segmentation models
Perona-Malik
Brennan, Itai, Simon, Tobias
quickNAT_pytorch
PyTorch Implementation of QuickNAT and Bayesian QuickNAT, a fast brain MRI segmentation framework with segmentation Quality control using structure-wise uncertainty
squeeze_and_excitation
PyTorch Implementation of 2D and 3D 'squeeze and excitation' blocks for Fully Convolutional Neural Networks