Mariano Cabezas's repositories
brainharmonic
BrainHarmonics project repository for the Brainhack Australasia 2021
challenges2017
Repository with models, experiments and approaches for the BraTS 2017 and iSeg segmentation challenges.
challenges2018
Repository for the MICCAI challenges of 2018
diffusion_metrics
Temporary repository for the development of a set of unified functions for diffusion analysis (from FOD to connectome)
fetal-brain
Repository with code for our work related to fetal brain ultrasound
braintools
Repository with C++ code based on ITK for brain MRI processing
data_manipulation
CNN tests with pytorch and other tools
cnn-longitudinal
Repository with a CNN implementation for logitudinal MS lesion segmentation.
miccai_challenge2016
Files for the MSSEG challenge of the MICCAI 2016. This repository containes code and the weights for the two nets.
cnn-nolearn
Repository with CNN code base on Lasagne and nolearn
differentiable-plasticity
Implementations of the algorithms described in Differentiable plasticity: training plastic networks with gradient descent, a research paper from Uber AI Labs.
marianocabezas.github.io
Personal webpage
pytorch-code
Repository to work on pyTorch
rethinking_dsc
Project to test some toy examples on the DSC loss for highly unbalanced datasets
synthetic_3d_data
Synthetic dataset experiments for image classification networks
tensorflow_tests
Just tensorflow tests
voxelmorph
Unsupervised Learning for Image Registration
wetlands
Repository with code to test different ideas for a review paper on deep learning for wetlands