Implementation for Stankevičiūtė et al. "Population graph GNNs for brain age prediction". GRL+ Workshop, ICML 2020.
☆41Sep 26, 2025Updated last year
Alternatives and similar repositories for brain-age-gnn
Users that are interested in brain-age-gnn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Deep Graph Neural Network Architecture for Modelling Spatio-temporal Dynamics in rs-fMRI Data☆55Mar 30, 2026Updated 5 months ago
- A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020.☆240Feb 27, 2023Updated 3 years ago
- Minimal scripts available for predictions on multiple datasets☆52Jan 11, 2019Updated 7 years ago
- Neuroimaging based brain age prediction using 3D Dense-net☆21Jul 19, 2022Updated 4 years ago
- ☆17Jun 4, 2021Updated 5 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆29Dec 15, 2021Updated 4 years ago
- This is the repository for paper `Learning Task-Aware Effective Brain Connectivity for fMRI Analysis with Graph Neural Networks'.☆14Nov 22, 2023Updated 2 years ago
- Conceptual & empirical comparisons between decision forests & deep networks☆19Aug 20, 2026Updated last month
- Tensorflow implementation of 3D CNN for brain age prediction from MRI☆20Jul 22, 2019Updated 7 years ago
- ☆38Mar 6, 2023Updated 3 years ago
- Global-local Transformer for brain age prediction☆46Jun 3, 2025Updated last year
- ☆26Jul 15, 2021Updated 5 years ago
- Posterior Refinement Improves Sample Efficiency in Bayesian Neural Networks☆11Oct 21, 2022Updated 3 years ago
- This will contain the code of our publications about brain age estimation using deep learning.☆27Jun 3, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- TSAN: Two-Stage-Age-Net, for brain age estimation from T1-weighted MRI data.☆73Apr 11, 2024Updated 2 years ago
- Brain decoding using graph convolutional network on fMRI time-series☆40Jan 7, 2020Updated 6 years ago
- A preliminary implementation of BrainGNN☆215Jan 11, 2022Updated 4 years ago
- ☆17Jan 13, 2021Updated 5 years ago
- Open-source software package (HERMES) for the analysis of functional and effective brain connectivity from neurological data (e.g. MEG, E…☆17May 13, 2019Updated 7 years ago
- Connectome-convolutional neural netvork for connectivity-based classificatin☆37Nov 21, 2019Updated 6 years ago
- code for learning trajectory dependencies for human motion prediction☆11Mar 2, 2022Updated 4 years ago
- Pytorch implementation of pooling-regularized GNN (PRGNN) for fMRI analysis. https://arxiv.org/pdf/2007.14589.pdf☆35Nov 6, 2020Updated 5 years ago
- 3D residual neural network that predicts age based on brain MRI images (implemented using TensorFlow 2).☆68Mar 17, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆19Nov 27, 2022Updated 3 years ago
- ☆18Sep 4, 2019Updated 7 years ago
- Implementation of Combat harmonization method with scikit-learn compatible format☆25Oct 16, 2019Updated 6 years ago
- Size-Invariant Graph Representations for Graph Classification Extrapolations (ICML 2021 Long Talk)☆22Jan 26, 2023Updated 3 years ago
- Simple and brief walkthroughs to help grad students/new users complete basic tasks with workbench command and common HCP pipeline output …☆16May 18, 2021Updated 5 years ago
- Learnable Global Pooling Layers Based on Regularized Optimal Transport (ROT)☆16Mar 17, 2024Updated 2 years ago
- Edge-variational Graph Convolutional Networks for Uncertainty-aware Disease Prediction☆23Sep 25, 2021Updated 5 years ago
- BIDS Application for the Configurable Pipeline for the Analysis of Connectomes (C-PAC)☆15Jul 24, 2026Updated 2 months ago
- Multilayer modelling of the human transcriptome and biological mechanisms of complex diseases and traits☆11Jun 2, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- This repo is the official implementation of "Classification of Brain Disorders in rs-fMRI via Local-to-Global Graph Neural Networks" publ…☆52Jun 17, 2024Updated 2 years ago
- ☆13Feb 9, 2023Updated 3 years ago
- Gene Expression Imputation with Generative Adversarial Imputation Nets☆13Mar 25, 2023Updated 3 years ago
- Awesome graph neural networks for brain network learning. Collections of related research papers with implementations, commonly used data…☆94May 17, 2024Updated 2 years ago
- Algorithms covered in the Bioinformatics Course part of the Cambridge Computer Science Tripos☆21Feb 17, 2024Updated 2 years ago
- ☆19Jan 17, 2024Updated 2 years ago
- Recovering-Brain-Structure-Network-Using-Functional-Connectivity☆25Aug 30, 2022Updated 4 years ago