Alternatives and similar repositories for HCAE

Users that are interested in HCAE 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
  ☆51Updated 3 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
• 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 2 years ago
• lebowang-ucr / cGCN_fMRI
  Graph Convolution Network for fMRI Analysis Based on Connectivity Neighborhood
  ☆54Updated 9 months ago
• kamilest / brain-age-gnn
  Implementation for Stankevičiūtė et al. "Population graph GNNs for brain age prediction". GRL+ Workshop, ICML 2020.
  ☆40Updated last month
• HennyJie / IBGNN
  MICCAI 2022 (Oral): Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis
  ☆61Updated 2 years ago
• largeapp / Brain-Image-Analysis
  Paper list and resources on machine learning for brain image (e. g. fMRI and sMRI) analysis.
  ☆68Updated 5 months ago
• Wayfear / FBNETGEN
  ☆43Updated 3 years ago
• anoop23IISc / BrainNetworks
  Graph Convolutional Neural Networks for Alzheimer’s Classification with transfer learning and HPC methods
  ☆12Updated 4 years ago
• parisots / gcn
  Implementation of Graph Convolutional Networks in TensorFlow
  ☆13Updated 8 years ago
• pcdslab / ASD-DiagNet
  ☆31Updated last year
• kundaMwiza / fMRI-site-adaptation
  Improving autism identification with multisite data via site-dependence minimisation and second-order functional connectivity (TMI, 2022)
  ☆37Updated 2 years ago
• zhangyu2ustc / gcn_tutorial_test
  ☆27Updated 2 years ago
• KamalakerDadi / benchmark_rsfMRI_prediction
  Minimal scripts available for predictions on multiple datasets
  ☆51Updated 6 years ago
• MRegina / connectome_conv_net
  Connectome-convolutional neural netvork for connectivity-based classificatin
  ☆37Updated 5 years ago
• furtherAdu / BrainNetCNN_Personality
  Personality prediction from Human Connectome Project fMRI data using BrainNetCNN deep learning model (Kawahara et al. 2016). Project with…
  ☆14Updated 4 years ago
• ericksiavichay / cs230-final-project
  CS 230 Final project. Owned by Soham Gadgil, Sun Woo Kang, and Erick Siavichay-Velasco
  ☆12Updated 3 years ago
• preprocessed-connectomes-project / adhd200
  ADHD200 preprocessed
  ☆19Updated 4 years ago
• ZijianD / Brain-TokenGT
  "Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding" (MICCAI 2023)
  ☆26Updated 2 years ago
• basiralab / DGN
  How to fuse a population of graphs into a single one using graph neural networks?
  ☆26Updated 2 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…
  ☆40Updated 2 years ago
• LarryUESTC / GATE
  ☆23Updated 2 years ago
• ngohgia / brain-surf-cnn
  BrainSurfCNN for individualized prediction of task contrasts from resting-state functional connectivity
  ☆28Updated 3 years ago
• sgadgil6 / cnslab_fmri
  CNS (Computational Neuroscience) Lab project for age/sex classification of fMRI scans
  ☆90Updated 2 years ago
• qbmizsj / A-GCL
  MedIA 2023
  ☆22Updated last year
• brainnetuoa / data_driven_network_neuroscience
  ☆28Updated 2 years ago
• brainhack-school2020 / abide-fmri
  Repository for the Brainhack School 2020 team working with fMRI and ABIDE data to train machine learning models.
  ☆44Updated last year
• YilanDong19 / Machine-learning-with-ABIDE
  SVM, FCN, Auto-encoder + MLP, GCN and EV-GCN
  ☆15Updated 7 months ago
• zzstefan / BrainNetClass
  ☆82Updated 4 years ago
• elgazzarr / fMRIGNNs
  Benchmarking GNNs for fMRI analysis
  ☆25Updated 2 years ago