Alternatives and similar repositories for BrainNetworks

Users that are interested in BrainNetworks are comparing it to the libraries listed below

• tjiagoM / spatio-temporal-brain
  A Deep Graph Neural Network Architecture for Modelling Spatio-temporal Dynamics in rs-fMRI Data
  ☆55Updated 3 years ago
• largeapp / Brain-Image-Analysis
  Paper list and resources on machine learning for brain image (e. g. fMRI and sMRI) analysis.
  ☆68Updated 9 months ago
• lebowang-ucr / cGCN_fMRI
  Graph Convolution Network for fMRI Analysis Based on Connectivity Neighborhood
  ☆54Updated last year
• basiralab / HCAE
  HCAE (HyperConnectome AutoEncoder) for brain state identification.
  ☆16Updated 5 years ago
• elgazzarr / fMRIGNNs
  Benchmarking GNNs for fMRI analysis
  ☆25Updated 3 years ago
• xxlya / PRGNN_fMRI
  Pytorch implementation of pooling-regularized GNN (PRGNN) for fMRI analysis. https://arxiv.org/pdf/2007.14589.pdf
  ☆35Updated 5 years ago
• kamilest / brain-age-gnn
  Implementation for Stankevičiūtė et al. "Population graph GNNs for brain age prediction". GRL+ Workshop, ICML 2020.
  ☆41Updated 4 months ago
• 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-Effici…
  ☆20Updated 2 years ago
• vipul105 / Alzheimers_Disease_Progression
  Code for analysis of ADNI data
  ☆38Updated 3 years ago
• sgadgil6 / cnslab_fmri
  CNS (Computational Neuroscience) Lab project for age/sex classification of fMRI scans
  ☆90Updated 3 years ago
• zhangyu2ustc / gcn_tutorial_test
  ☆27Updated 2 years ago
• egyptdj / stagin
  STAGIN: Spatio-Temporal Attention Graph Isomorphism Network
  ☆105Updated 2 years ago
• KamalakerDadi / benchmark_rsfMRI_prediction
  Minimal scripts available for predictions on multiple datasets
  ☆52Updated 7 years ago
• HennyJie / IBGNN
  MICCAI 2022 (Oral): Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis
  ☆65Updated 2 years ago
• parisots / gcn
  Implementation of Graph Convolutional Networks in TensorFlow
  ☆12Updated 8 years ago
• Anwar-Said / NeuroGraph
  Benchmarks for Graph Machine Learning in Brain Connectomics
  ☆42Updated last year
• Wayfear / FBNETGEN
  ☆44Updated 3 years ago
• nicofarr / brainnetcnnVis_pytorch
  Pytorch implementation of BrainNetCNN (Kawahara et al. 2016) + visualization method
  ☆31Updated 7 years ago
• kundaMwiza / fMRI-site-adaptation
  Improving autism identification with multisite data via site-dependence minimisation and second-order functional connectivity (TMI, 2022)
  ☆38Updated 2 years ago
• xuesongwang / Contrastive-Functional-Connectivity-Graph-Learning
  ☆19Updated 3 years ago
• zhangyu2ustc / GCN_fmri_decoding
  Brain decoding using graph convolutional network on fMRI time-series
  ☆40Updated 6 years ago
• alien18 / GCN_SCZ_Classification
  ☆12Updated 3 years ago
• XuexiongLuoMQ / Awesome-Brain-Graph-Learning-with-GNNs
  Awesome graph neural networks for brain network learning. Collections of related research papers with implementations, commonly used data…
  ☆86Updated last year
• metrics-lab / ST-fMRI
  This repository contains code for spatio-temporal deep learning on functional MRI data
  ☆23Updated 4 years ago
• qbmizsj / A-GCL
  MedIA 2023
  ☆23Updated 2 years ago
• ZKZ-Brain / CI-GNN
  ☆27Updated last month
• Wayfear / BrainNetworkTransformer
  The open-source implementation of the NeurIPS 2022 paper Brain Network Transformer.
  ☆139Updated 3 years ago
• YilanDong19 / Machine-learning-with-ABIDE
  SVM, FCN, Auto-encoder + MLP, GCN and EV-GCN
  ☆17Updated 10 months ago
• preprocessed-connectomes-project / adhd200_athena_scripts
  Scripts that implement The Athena Pipeline for the ADHD-200 preprocessed initiative.
  ☆14Updated 9 years ago
• zzstefan / BrainNetClass
  ☆82Updated 4 years ago