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''
☆20Sep 25, 2023Updated 2 years ago
Alternatives and similar repositories for BrainNN-PreTrain
Users that are interested in BrainNN-PreTrain are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆26Feb 18, 2025Updated last year
- MICCAI 2022 (Oral): Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis☆66Apr 29, 2023Updated 3 years ago
- MedIA 2023☆23Nov 3, 2023Updated 2 years ago
- ☆10Aug 27, 2023Updated 3 years ago
- Personality prediction from Human Connectome Project fMRI data using BrainNetCNN deep learning model (Kawahara et al. 2016). Project with…☆14Jan 4, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A Deep Graph Neural Network Architecture for Modelling Spatio-temporal Dynamics in rs-fMRI Data☆55Mar 30, 2026Updated 5 months ago
- ☆14Nov 2, 2023Updated 2 years ago
- Officially Accepted to IEEE Transactions on Medical Imaging (TMI, IF: 11.037) - Special Issue on Geometric Deep Learning in Medical Imagi…☆218Apr 6, 2024Updated 2 years ago
- The Brain Activity Flow ("Actflow") Toolbox. Tools to quantify the relationship between connectivity and task activity through network si…☆47Mar 17, 2025Updated last year
- The official implementation of MVS-GCN☆20Oct 13, 2022Updated 3 years ago
- How to plot a brain network if you have the data? This is for you. This function in Matlab® allows to plot a brain functional network bas…☆10May 27, 2016Updated 10 years ago
- Python package for analysing and visualising brain connectome data☆11May 16, 2024Updated 2 years ago
- an end to end framework for analyzing fMRI time-series data (4D) using transformers☆50Feb 15, 2022Updated 4 years ago
- CHeBA NiL Software with UBO Detector to extract white matter hyperintensities☆11Mar 4, 2020Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 收录一些图神经网络在不同领域的文章☆22Oct 11, 2023Updated 2 years ago
- ☆15Aug 8, 2023Updated 3 years ago
- A network-based method for brain disease gene prediction by integrating brain connectome and molecular network☆10Jul 5, 2022Updated 4 years ago
- Dynamic brain connectome analysis toolbox☆18Jan 26, 2023Updated 3 years ago
- Edge-variational Graph Convolutional Networks for Uncertainty-aware Disease Prediction☆23Sep 25, 2021Updated 4 years ago
- CNS (Computational Neuroscience) Lab project for age/sex classification of fMRI scans☆91Dec 8, 2022Updated 3 years ago
- A preliminary implementation of BrainGNN☆213Jan 11, 2022Updated 4 years ago
- Brain structure-function modelling (DTI & fMRI process)☆36Dec 12, 2022Updated 3 years ago
- Diagnosis of diabetic retinopathy from fundus images using SVM and decision trees.☆11Jan 29, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A toolbox for brain network modeling on GPUs☆23Jul 1, 2026Updated 2 months ago
- ☆19Nov 27, 2022Updated 3 years ago
- ☆45May 18, 2022Updated 4 years ago
- ☆17Sep 13, 2025Updated 11 months ago
- Automatic diagnosis of alzheimer☆11Apr 19, 2019Updated 7 years ago
- A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020.☆240Feb 27, 2023Updated 3 years ago
- BrainAGE Estimation☆18Aug 10, 2026Updated 3 weeks ago
- The code of “Prototypical Graph Contrastive Learning”. [TNNLS 2022]☆24Aug 21, 2022Updated 4 years ago
- Fused Window Transformers for fMRI Time Series Analysis (https://www.sciencedirect.com/science/article/pii/S1361841523001019)☆35Jun 21, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Package for visualizing brain networks. Creates chord diagrams drawn using matplotlib☆105Jan 19, 2025Updated last year
- Biologically Plausible Brain Graph Transformer☆15Mar 6, 2025Updated last year
- The code Implementation of the paper “Universal Prompt Tuning for Graph Neural Networks”.☆26Oct 16, 2023Updated 2 years ago
- ☆38Mar 6, 2023Updated 3 years ago
- ☆32Oct 18, 2023Updated 2 years ago
- [IEEE TMI 2024] Contrastive Graph Pooling for Explainable Classification of Brain Networks☆27Mar 16, 2025Updated last year
- ☆20Dec 13, 2024Updated last year