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nn-common-modules icon nn-common-modules

Pytorch Implementations of Common modules, blocks and losses for CNNs specifically for segmentation models

paint4brains icon 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.

pkpd icon pkpd

A simple, graphical pharmacokinetic-pharmacodynamic modelling solution

quicknat_pytorch icon 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 icon squeeze_and_excitation

PyTorch Implementation of 2D and 3D 'squeeze and excitation' blocks for Fully Convolutional Neural Networks

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