basiralab / MGN-Net
MGN-Net: A novel Graph Neural Network for integrating heterogenous graph population derived from multiple sources.
☆11Updated 2 years ago
Alternatives and similar repositories for MGN-Net
Users that are interested in MGN-Net are comparing it to the libraries listed below
Sorting:
- How to fuse a population of graphs into a single one using graph neural networks?☆26Updated last year
- A Python library for Analytic Tractography☆8Updated 4 years ago
- HCAE (HyperConnectome AutoEncoder) for brain state identification.☆16Updated 4 years ago
- Generative adversarial network for normalizing and predicting time-dependent graphs with respect to a fixed template.☆23Updated 3 years ago
- BrainSurfCNN for individualized prediction of task contrasts from resting-state functional connectivity☆28Updated 3 years ago
- Brain Network Toolbox☆19Updated 2 years ago
- Implementation for Stankevičiūtė et al. "Population graph GNNs for brain age prediction". GRL+ Workshop, ICML 2020.☆40Updated 2 weeks ago
- Implementations for CHIL 2023 paper ''PTGB: Pre-Train Graph Neural Networks for Brain Network Analysis'' and KDD 2022 paper ''Data-Effici…☆17Updated last year
- Code for predicting individual differences in behavioral variables (e.g., intelligence, personality) from resting-state fMRI functional c…☆37Updated 2 years ago
- BRAPH 2.0 is a comprehensive software package for the analysis and visualization of brain connectivity data, offering flexible customizat…☆47Updated 2 weeks ago
- A Deep Graph Neural Network Architecture for Modelling Spatio-temporal Dynamics in rs-fMRI Data☆49Updated 2 years ago
- Data and code supporting Hansen et al., 2023 PLOS Biology "Integrating multimodal and multiscale connectivity blueprints of the human cer…☆27Updated last year
- Repo for Brain Networks course☆35Updated 6 years ago
- Determining the Hierarchical Architecture of the Human Brain Using Subject-Level Clustering of Functional Networks☆13Updated last year
- Neural network-based MRI preprocessing: Prep 🧠 images in seconds 🔥☆34Updated 4 months ago
- Code for paper Heritability and interindividual variability of regional structure-function coupling.☆18Updated 2 years ago
- A list of brain imaging datasets with multiple scans per subject. Feel free to update the list via 'pull requests'!☆92Updated 2 months ago
- ☆26Updated last year
- ☆10Updated 4 years ago
- CNS (Computational Neuroscience) Lab project for age/sex classification of fMRI scans☆86Updated 2 years ago
- Awesome graph neural networks for brain network learning. Collections of related research papers with implementations, commonly used data…☆55Updated 11 months ago
- BrainPainter - Brain Visualisation Software☆65Updated 2 years ago
- ADHD200 preprocessed☆18Updated 4 years ago
- WU-Minn HCP1200 Data: 3T/7T MR scans from young healthy adults twins and non-twin siblings (ages 22-35) [T1w, T2w, resting-state and task…☆38Updated 3 years ago
- Schedule and resources from the OHBM Open Science Room: Singapore 2018☆19Updated 6 years ago
- Code for processing and analysis of resting state fMRI☆49Updated 4 years ago
- Graph saliency maps through spectral convolutional networks for brain mapping☆32Updated 6 years ago
- The open-source implementation of the NeurIPS 2022 paper Brain Network Transformer.☆109Updated 2 years ago
- Python-based tutorial on Connectome-based Predictive Modeling (CPM), originally prepared for Georgetown Methods Lab.☆40Updated 5 years ago
- A dynamic connectome mapping module in python.☆104Updated last year