Alternatives and similar repositories for Contrastive-Functional-Connectivity-Graph-Learning

Users that are interested in Contrastive-Functional-Connectivity-Graph-Learning are comparing it to the libraries listed below

• qbmizsj / A-GCL
  MedIA 2023
  ☆22Updated last year
• LifangHe / BrainGNN_Pytorch
  A preliminary implementation of BrainGNN
  ☆22Updated 4 years 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…
  ☆18Updated last year
• Wayfear / FBNETGEN
  ☆38Updated 3 years ago
• elgazzarr / fMRIGNNs
  Benchmarking GNNs for fMRI analysis
  ☆23Updated 2 years ago
• IntelliDAL / Graph
  ☆18Updated 4 months ago
• lebowang-ucr / cGCN_fMRI
  Graph Convolution Network for fMRI Analysis Based on Connectivity Neighborhood
  ☆54Updated 6 months ago
• egyptdj / stagin
  STAGIN: Spatio-Temporal Attention Graph Isomorphism Network
  ☆97Updated 2 years ago
• xxlya / PRGNN_fMRI
  Pytorch implementation of pooling-regularized GNN (PRGNN) for fMRI analysis. https://arxiv.org/pdf/2007.14589.pdf
  ☆35Updated 4 years ago
• AngusMonroe / ContrastPool
  [IEEE TMI 2024] Contrastive Graph Pooling for Explainable Classification of Brain Networks
  ☆21Updated 4 months ago
• GuangqiWen / MVS-GCN
  The official implementation of MVS-GCN
  ☆20Updated 2 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…
  ☆62Updated last year
• sgadgil6 / cnslab_fmri
  CNS (Computational Neuroscience) Lab project for age/sex classification of fMRI scans
  ☆88Updated 2 years ago
• SCUT-Xinlab / BC-GCN
  Code for the paper "Brain Connectivity based Graph Convolutional Networks for Infant Age Prediction"
  ☆23Updated 3 years ago
• HennyJie / IBGNN
  MICCAI 2022 (Oral): Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis
  ☆59Updated 2 years ago
• tjiagoM / spatio-temporal-brain
  A Deep Graph Neural Network Architecture for Modelling Spatio-temporal Dynamics in rs-fMRI Data
  ☆49Updated 3 years ago
• Wayfear / BrainNetworkTransformer
  The open-source implementation of the NeurIPS 2022 paper Brain Network Transformer.
  ☆119Updated 2 years ago
• SamitHuang / EV_GCN
  Edge-variational Graph Convolutional Networks for Uncertainty-aware Disease Prediction
  ☆17Updated 3 years ago
• ubc-tea / Com-BrainTF
  The official Pytorch implementation of paper "Community-Aware Transformer for Autism Prediction in fMRI Connectome" accepted by MICCAI 20…
  ☆34Updated last year
• brainnetuoa / data_driven_network_neuroscience
  ☆23Updated last year
• zhangyubrain / DGCN-DynamicGCN
  ☆9Updated 2 years ago
• Anwar-Said / NeuroGraph
  Benchmarks for Graph Machine Learning in Brain Connectomics
  ☆38Updated 5 months ago
• xxlya / BrainGNN_Pytorch
  A preliminary implementation of BrainGNN
  ☆185Updated 3 years ago
• largeapp / Brain-Image-Analysis
  Paper list and resources on machine learning for brain image (e. g. fMRI and sMRI) analysis.
  ☆68Updated 2 months ago
• haojiang1 / hi-GCN
  Code of hi-GCN
  ☆26Updated last year
• Hongjie97 / GraphTransformer_BrainAge
  ☆26Updated 2 years ago
• nicofarr / brainnetcnnVis_pytorch
  Pytorch implementation of BrainNetCNN (Kawahara et al. 2016) + visualization method
  ☆27Updated 7 years ago
• LarryUESTC / GATE
  ☆23Updated 2 years ago
• icon-lab / BolT
  Fused Window Transformers for fMRI Time Series Analysis (https://www.sciencedirect.com/science/article/pii/S1361841523001019)
  ☆34Updated 2 years ago
• qidianzl / Recovering-Brain-Structure-Network-Using-Functional-Connectivity
  Recovering-Brain-Structure-Network-Using-Functional-Connectivity
  ☆23Updated 2 years ago