brain-networks

There are 45 repositories under brain-networks topic.

  • HennyJie/BrainGB

    Officially Accepted to IEEE Transactions on Medical Imaging (TMI, IF: 11.037) - Special Issue on Geometric Deep Learning in Medical Imaging.

    Language:MATLAB185191342

  • sheryl-ai/MVGCN

    Multi-View Graph Convolutional Network and Its Applications on Neuroimage Analysis for Parkinson's Disease (AMIA 2018)

    Language:Python995420

  • netneurolab/netneurotools

    Useful tools from the Network Neuroscience Lab

    Language:Python6672432

  • sheryl-ai/MemGCN

    Integrative Analysis of Patient Health Records and Neuroimages via Memory-based Graph Convolutional Network (ICDM 2018 full paper)

    Language:Python455120

  • braindynamicslab/dyneusr

    Dynamical Neuroimaging Spatiotemporal Representations (DyNeuSR)

    Language:Python4481116

  • basiralab/BrainNet-ML-ToolBox

    Python Machine Learning Toolbox for Brain Network Classification. Source codes are included of the top 20 teams in the Kaggle competition.

    Language:Python434314
  • neural-flows

    brain-modelling-group/neural-flows

    Estimation, analysis and decomposition of brainwave spatiotemporal dynamics

    Language:MATLAB2841812

  • basiralab/DGN

    How to fuse a population of graphs into a single one using graph neural networks?

    Language:Python262112

  • favour-nerrise/xGW-GAT

    An Explainable Geometric-Weighted Graph Attention Network (xGW-GAT) for Identifying Functional Networks Associated with Gait Impairment

    Language:Python14302

  • Owen-Yang-18/BrainNN-PreTrain

    Implementations for CHIL 2023 paper ''PTGB: Pre-Train Graph Neural Networks for Brain Network Analysis'' and KDD 2022 paper ''Data-Efficient Brain Connectome Analysis via Multi-Task Meta-Learning''

    Language:Python14135

  • basiralab/MGN-Net

    MGN-Net: A novel Graph Neural Network for integrating heterogenous graph population derived from multiple sources.

    Language:Python10315

  • mychan24/r-for-brain-network

    Analyze brain surface/volume (gifti, cifti, nifti) in R and extract networks

    Language:HTML10213

  • basiralab/MultigraphGNet

    Predicting multigraph brain population from a single graph

    Language:Python9201

  • basiralab/4D-FedGNN-Plus

    Federating temporally-varying graph timeseries

    Language:Jupyter Notebook8102

  • basiralab/ABMT

    ABMT (Adversarial Brain Multiplex Translator) for brain graph translation using geometric generative adversarial network (gGAN).

    Language:Python8302

  • basiralab/FS-Select

    FS-Select identifies the best feature selection (FS) method for a given dataset from a pool of FS methods.

    Language:Jupyter Notebook6204

  • HySonLab/TWGNN

    Fast Temporal Wavelet Graph Neural Networks (NeurIPS 2023)

    Language:Python6313

  • mychan24/system-segregation-and-graph-tools

    System segregation (see Chan et al. 2014 PNAS) and RSFC brain network tools

    Language:MATLAB6234

  • basiralab/netNorm-PY

    netNorm (network normalization) framework for multi-view network integration (or fusion), recoded up in Python by Ahmed Nebli.

    Language:Python5303

  • braindynamicslab/neumapper

    A scalable Mapper algorithm for neuroimaging data analysis

    Language:MATLAB5101

  • basiralab/SM-netFusion

    SM-NetFusion for supervised multi-topology network cross-diffusion.

    Language:MATLAB4212

  • brain-modelling-group/stochastic-sync

    Code supporting 'Stochastic synchronization of dynamics on the human connectome'

    Language:MATLAB4205

  • topolearn/topo-loss

    Topological Learning for Brain Networks (Annals of Applied Statistics; MICCAI 2021)

    Language:C++4102

  • basiralab/IMANGraphNet

    Non-isomorphic Inter-modality Graph Alignment and Synthesis.

    Language:Python3201

  • basiralab/RESNets

    Residual Embedding Similarity-based Network Selection (RESNets) for forecasting network dynamics.

    Language:Python3202

  • basiralab/L2S-KDnet

    L2S-KDNet for super-resolving brain graphs using teacher-student network

    Language:Python2201

  • brain-modelling-group/geomsurr

    Generate random surrogate weighted networks that preserve the effect of distance on the weights.

    Language:MATLAB2101

  • lmeliega/MorphoConnect

    MATLAB Toolbox for studying Brain Networks of anatomical/functional covariance.

    Language:MATLAB2003

  • rq-Chen/rq-Chen.github.io

    Ruiqi's personal website

    Language:HTML2001

  • tommasomenara/functional_control

    Repository of the code used for the paper "Functional Control of Oscillator Networks"

    Language:MATLAB2204

  • alruizzo/A-MTL

    Analysis scripts used to analyze the local and global functional connectivity of the medial temporal lobe including the amygdala ('A-MTL') described in Ruiz-Rizzo et al. (2020), NeuroImage.

    Language:Shell1100

  • alruizzo/interFC

    Between-network functional connectivity across frequency bins described in Küchenhoff et al. (2021), European Journal of Neuroscience.

    Language:MATLAB1100

  • basiralab/TIS-Net

    Intermodalitty graph superresolution.

    Language:Python1202

  • laplcebeltrami/sphericalMDS

    Embedding of Functional Human Brain Networks on a Sphere

    Language:MATLAB1100

  • pclus/transverse-instabilities

    Code and data of the paper Clusella et al. "Complex spatiotemporal oscillations emerge from transverse instabilities in large-scale brain networks" (2023) https://doi.org/10.1371/journal.pcbi.1010781

    Language:C1101

  • smlacava/Horme

    HORME: Handler for the Observable Rotating Motion of the Encephalos

    Language:MATLAB1200