brainGraph
Brain network analyzer
Analyzes brain MRI data to reveal complex connections between brain regions
Graph theory analysis of brain MRI data
178 stars
18 watching
51 forks
Language: R
last commit: 9 months ago
Linked from 1 awesome list
brain-connectivitybrain-imagingcomplex-networksconnectomeconnectomicsfmrigraph-theorymrinetwork-analysisneuroimagingneurosciencerstatisticstractography
Related projects:
Repository | Description | Stars |
---|---|---|
brainlife/bct | A MATLAB toolbox for analyzing complex brain network data | 19 |
igraph/igraph | A comprehensive C library for analyzing and understanding complex networks and graph structures | 1,751 |
benedekrozemberczki/sgcn | An implementation of a deep learning algorithm for graph data | 268 |
benedekrozemberczki/capsgnn | A PyTorch implementation of a graph neural network architecture | 1,246 |
benedekrozemberczki/appnp | A PyTorch implementation of a graph neural network model that learns personalized node representations | 363 |
benedekrozemberczki/graphwaveletneuralnetwork | An implementation of a neural network for graph data, specifically designed to process wavelet transforms on graphs. | 574 |
matthewjdenny/ccas | Provides tools for modeling and analyzing communication network data using statistical models. | 5 |
brainglobe/brainreg | Automated 3D brain registration software for aligning template brains to sample images. | 123 |
benedekrozemberczki/pytorch_geometric_temporal | A PyTorch extension for building temporal graph neural networks with support for recurrent and attention-based models | 2,669 |
infocusp/tf_cnnvis | A tool to visually analyze and understand deep learning models' internal workings, specifically convolutional neural networks. | 780 |
natverse/nat | An R package for visualizing and analyzing 3D biological image data | 64 |
usccana/netdiffuser | Analyzes diffusion and contagion processes on networks using statistical analysis, visualization, and simulation. | 86 |
neurophysvis/spectravis | A web-based tool for visualizing and analyzing brain network dynamics over time and frequency. | 38 |
zsdonghao/u-net-brain-tumor | This repository demonstrates how to train a U-Net neural network for brain tumor segmentation using medical imaging data. | 505 |
spm/spm | Software for analyzing brain imaging data sequences | 79 |