basiralab / AGSR-Net
Brain graph super-resolution using graph neural networks.
☆12Updated 3 years ago
Alternatives and similar repositories for AGSR-Net:
Users that are interested in AGSR-Net are comparing it to the libraries listed below
- Implementations for CHIL 2023 paper ''PTGB: Pre-Train Graph Neural Networks for Brain Network Analysis'' and KDD 2022 paper ''Data-Effici…☆16Updated last year
- Graph SuperResolution Network using geometric deep learning.☆16Updated 4 years ago
- MICCAI 2022 (Oral): Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis☆57Updated last year
- CS 230 Final project. Owned by Soham Gadgil, Sun Woo Kang, and Erick Siavichay-Velasco☆11Updated 2 years ago
- ☆17Updated 2 years ago
- BrainSurfCNN for individualized prediction of task contrasts from resting-state functional connectivity☆27Updated 2 years ago
- "Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding" (MICCAI 2023)☆20Updated last year
- HCAE (HyperConnectome AutoEncoder) for brain state identification.☆16Updated 4 years ago
- ☆12Updated 5 years ago
- A Deep Graph Neural Network Architecture for Modelling Spatio-temporal Dynamics in rs-fMRI Data☆47Updated 2 years ago
- Graph Convolutional Neural Networks for Alzheimer’s Classification with transfer learning and HPC methods☆11Updated 3 years ago
- Graph Convolution Network for fMRI Analysis Based on Connectivity Neighborhood☆51Updated last month
- ☆13Updated 4 months ago
- ☆16Updated last year
- A preliminary implementation of BrainGNN☆22Updated 3 years ago
- ☆10Updated 2 years ago
- Implementation for Stankevičiūtė et al. "Population graph GNNs for brain age prediction". GRL+ Workshop, ICML 2020.☆39Updated 5 months ago
- The BRC Pipeline scripts are being released for processing magnetic resonance imaging (MRI) data. This processing pipeline could be appli…☆15Updated 3 months ago
- Pytorch implementation of pooling-regularized GNN (PRGNN) for fMRI analysis. https://arxiv.org/pdf/2007.14589.pdf☆34Updated 4 years ago
- The official Pytorch implementation of paper "Community-Aware Transformer for Autism Prediction in fMRI Connectome" accepted by MICCAI 20…☆28Updated last year
- Deep hypergraph U-Net (HUNet) for brain graph embedding and classification.☆23Updated 4 years ago
- MedIA 2023☆18Updated last year
- Implementation of Multiplex Graph Networks for Multimodal Brain Network Analysis☆9Updated 4 months ago
- Codes for "Hierarchical Graph Convolutional Network Built by Multiscale Atlases for Brain Disorder Diagnosis Using Functional Connectivit…☆12Updated last year
- PyTorch implementation of the paper Understanding Graph Isomorphism Network for rs-fMRI Functional Connectivity Analysis☆26Updated 4 years ago
- Awesome graph neural networks for brain network learning. Collections of related research papers with implementations, commonly used data…☆40Updated 8 months ago
- Repository for the Brainhack School 2020 team working with fMRI and ABIDE data to train machine learning models.☆40Updated 3 months ago
- Benchmarking GNNs for fMRI analysis☆22Updated 2 years ago
- Pytorch implementation of 'Representation Learning of Resting State fMRI with Variational Autoencoder'☆27Updated 2 years ago
- ☆13Updated 10 months ago