Pinned Repositories
2d_lesion_segmentation
2D Lesion Segmentation
3D-Cervical-Spine-Segmentation-and-Multi-Vertebrae-Fracture-Detection
Cervical spine 3D segmentation and classification using machine learning to detect fractures and assess vertebrae health.
awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
BiSeNet-Implementation
Here is a tutorial on how to implement a research Paper with Keras
Brain-Segmentation
Brain Segmentation on MRBrains18
brain-segmentation-1
Deep learning based skull stripping and FLAIR abnormality segmentation in brain MRI using U-Net
BrainPrep
Preprocessing pipeline on Brain MR Images through FSL and ANTs, including registration, skull-stripping, bias field correction, enhancement and segmentation.
cervical-spine-segmentation
End-to-end pipeline for segmentation of MRI scans of cervical spine with 2D deep neural networks, e.g. U-net, FPN, PSPNet, Linknet.
DataCamp
DataCamp data-science courses
examples
TensorFlow examples
Saoussenko's Repositories
Saoussenko/wmh_ibbmTum
winning method for WMH segmentation challenge in MICCAI 2017
Saoussenko/mrbrains18-1
Grand Challenge on MR Brain Segmentation at MICCAI 2018 - MISPL
Saoussenko/histogram-equalizer
A simple histogram equalization implementation
Saoussenko/Brain-Segmentation
Brain Segmentation on MRBrains18
Saoussenko/BiSeNet-Implementation
Here is a tutorial on how to implement a research Paper with Keras
Saoussenko/MRBrainS18-2
Submission MRBrainS
Saoussenko/2d_lesion_segmentation
2D Lesion Segmentation
Saoussenko/mrbrains18_vicorob_docker
Docker submitted to the MICCAI MRBrainS18
Saoussenko/MRBrainS18
This code is written to participate in the MRBrainS18 competition.
Saoussenko/UNet-Zoo
A collection of UNet and hybrid architectures in PyTorch for 2D and 3D Biomedical Image segmentation
Saoussenko/Hello-World
my first git hub
Saoussenko/Slicer-DeepInfer
3D Slicer Module for connecting to model repository and use models for image analysis.
Saoussenko/BrainPrep
Preprocessing pipeline on Brain MR Images through FSL and ANTs, including registration, skull-stripping, bias field correction, enhancement and segmentation.
Saoussenko/WMH2017
Segmentation of white matter hyperintensities using 3D U-net
Saoussenko/mri_segmentation_dl
It's a repo for a project at NHW 2017. We want to build several nipype pipelines & estimate influence of preprocessing on quality of brain lesions segmentation
Saoussenko/Gage-repeatability-DCE-MRI
Code for the simulation and analysis of Gage repeatability of Dynamic Contrast-Enhanced MRI data.
Saoussenko/IBSRDataReader