KakaVlasic's repositories
Brain-tumor-detection-in-3D-MRIs-using-DCGAN
Using DCGAN for segmenting brain tumors from brain image scans
BrainPrep
Preprocessing pipeline on Brain MR Images through FSL and ANTs, including registration, skull-stripping, bias field correction, enhancement and segmentation.
BraTS2018-tumor-segmentation
We provide DeepMedic and 3D UNet in pytorch for brain tumore segmentation. We also integrate location information with DeepMedic and 3D UNet by adding additional brain parcellation with original MR images.
ddtn
Repository for our upcoming code, that we used for our "Deep diffeomorphic transformer networks" paper (Accepted to CVPR 2018). Will be update during the spring of 2018.
Medical-image-registration
a project for developing registration tools with convolutional neural networks
shape-toolbox
Routines for diffeomorphic shape modelling
spatial_transformer_network
Tensorflow implementation of spatial transformer network for 2d/3d image and supports affine/non-rigid transformation
Tensorflow-Tutorial
Tensorflow tutorial from basic to hard
transferlearning
Everything about Transfer Learning and Domain Adaptation--迁移学习
tutorials
机器学习相关教程
voxelmorph
Unsupervised Learning for Image Registration