[IEEE TMI 2024] Contrastive Graph Pooling for Explainable Classification of Brain Networks
☆26Mar 16, 2025Updated last year
Alternatives and similar repositories for ContrastPool
Users that are interested in ContrastPool are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Codes for "Hierarchical Graph Convolutional Network Built by Multiscale Atlases for Brain Disorder Diagnosis Using Functional Connectivit…☆22Mar 26, 2026Updated 4 months ago
- ☆26Feb 18, 2025Updated last year
- CNS (Computational Neuroscience) Lab project for age/sex classification of fMRI scans☆91Dec 8, 2022Updated 3 years ago
- brain data analysis and graph information bottleneck☆34Nov 6, 2024Updated last year
- Pytorch implementation of pooling-regularized GNN (PRGNN) for fMRI analysis. https://arxiv.org/pdf/2007.14589.pdf☆35Nov 6, 2020Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 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
- MedIA 2023☆23Nov 3, 2023Updated 2 years ago
- ☆19Nov 27, 2022Updated 3 years ago
- ☆10May 31, 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
- Code of hi-GCN☆28Jun 26, 2024Updated 2 years ago
- The open-source implementation of the NeurIPS 2022 paper Brain Network Transformer.☆149Dec 29, 2022Updated 3 years ago
- The official Pytorch implementation of paper "Community-Aware Transformer for Autism Prediction in fMRI Connectome" accepted by MICCAI 20…☆46Jul 24, 2023Updated 3 years ago
- ☆14Feb 7, 2024Updated 2 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.
- Multi-center and Multi-channel Pooling Graph Convolutional Network☆17Jul 16, 2022Updated 4 years ago
- Official implementation of paper "An objective quantitative diagnosis of depression using a local-to-global multi-modal fusion graph neur…☆14Jan 13, 2025Updated last year
- [MICCAI'24] GBT: Geometric-oriented Brain Transformer for Autism Diagnosis☆15Sep 19, 2024Updated last year
- Officially Accepted to IEEE Transactions on Medical Imaging (TMI, IF: 11.037) - Special Issue on Geometric Deep Learning in Medical Imagi…☆219Apr 6, 2024Updated 2 years ago
- STAGIN: Spatio-Temporal Attention Graph Isomorphism Network☆110Jul 16, 2023Updated 3 years ago
- Graph CNNs for population graphs☆180Mar 28, 2022Updated 4 years ago
- ☆17Jun 27, 2021Updated 5 years ago
- Improving autism identification with multisite data via site-dependence minimisation and second-order functional connectivity (TMI, 2022)☆38Jul 19, 2023Updated 3 years ago
- ☆14Oct 16, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Code for the paper "Multimodal brain age estimation using interpretable adaptive population-graph learning"☆10Dec 4, 2023Updated 2 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
- ☆16Sep 13, 2025Updated 10 months ago
- 3D_CNN classification of ADHD from FMRI data☆22May 18, 2023Updated 3 years ago
- Biologically Plausible Brain Graph Transformer☆15Mar 6, 2025Updated last year
- Benchmarking GNNs for fMRI analysis☆25Nov 27, 2022Updated 3 years ago
- Official implementation of paper "Learning High-Order Relationships of Brain Regions" [ICML 2024]☆23May 29, 2025Updated last year
- [Computer in Biology and Medicine (Q1)] Official PyTorch Implementation for PLSNet.☆15Aug 12, 2024Updated last year
- Pytorch implementation of BrainNetCNN (Kawahara et al. 2016) + visualization method☆33Jun 4, 2018Updated 8 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.
- ☆23Mar 1, 2021Updated 5 years ago
- ☆58Sep 28, 2022Updated 3 years ago
- The official implementation of MVS-GCN☆20Oct 13, 2022Updated 3 years ago
- Edge-variational Graph Convolutional Networks for Uncertainty-aware Disease Prediction☆23Sep 25, 2021Updated 4 years ago
- [ICLR 2026] A Brain Graph Foundation Model: Pre-Training and Prompt-Tuning across Broad Atlases and Disorders☆17Mar 5, 2026Updated 5 months ago
- 基于蒙特卡洛博弈树搜索和策略价值神经网络的五子棋AI，具有自我对弈和学习功能☆12Apr 23, 2023Updated 3 years ago
- Self-supervised learning techniques for neuroimaging data inspired by prominent learning frameworks in natural language processing + One …☆110Jul 11, 2023Updated 3 years ago