[IEEE TMI 2024] Contrastive Graph Pooling for Explainable Classification of Brain Networks
☆22Mar 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:
- ☆44May 18, 2022Updated 3 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
- MedIA 2023☆23Nov 3, 2023Updated 2 years ago
- ☆19Nov 27, 2022Updated 3 years ago
- ☆10May 31, 2023Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Code of hi-GCN☆28Jun 26, 2024Updated last year
- ☆32Dec 22, 2025Updated 4 months ago
- This repo is the official implementation of "Classification of Brain Disorders in rs-fMRI via Local-to-Global Graph Neural Networks" publ…☆49Jun 17, 2024Updated last year
- Official implementation of paper "An objective quantitative diagnosis of depression using a local-to-global multi-modal fusion graph neur…☆13Jan 13, 2025Updated last year
- The open-source implementation of the NeurIPS 2022 paper Brain Network Transformer.☆140Dec 29, 2022Updated 3 years ago
- A preliminary implementation of BrainGNN☆208Jan 11, 2022Updated 4 years ago
- ☆14Oct 16, 2022Updated 3 years ago
- ☆17Jun 27, 2021Updated 4 years ago
- SVM, FCN, Auto-encoder + MLP, GCN and EV-GCN☆19Mar 28, 2025Updated last year
- 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.
- 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
- 3D_CNN classification of ADHD from FMRI data☆22May 18, 2023Updated 2 years ago
- Benchmarking GNNs for fMRI analysis☆25Nov 27, 2022Updated 3 years ago
- [Computer in Biology and Medicine (Q1)] Official PyTorch Implementation for PLSNet.☆14Aug 12, 2024Updated last year
- Officially Accepted to IEEE Transactions on Medical Imaging (TMI, IF: 11.037) - Special Issue on Geometric Deep Learning in Medical Imagi…☆216Apr 6, 2024Updated 2 years ago
- The official implementation of MVS-GCN☆21Oct 13, 2022Updated 3 years ago
- ☆23Nov 15, 2022Updated 3 years ago
- Edge-variational Graph Convolutional Networks for Uncertainty-aware Disease Prediction☆23Sep 25, 2021Updated 4 years ago
- Multi-modal Graph learning for Disease Prediction (IEEE Trans. on Medical imaging, TMI2022)☆111Mar 8, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- 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
- ☆24Sep 14, 2024Updated last year
- [IEEE TIP 2024] official code for Mutual-guided Color and Depth Network for Video Inpainting in Real-World Scenes☆11Apr 17, 2025Updated last year
- Multi-center and Multi-channel Pooling Graph Convolutional Network☆17Jul 16, 2022Updated 3 years ago
- A new model for gait emotion recognition☆15Mar 22, 2024Updated 2 years ago
- Eigenvector centrality for Multilayer, Multiplex and Temporal Networks☆11Sep 28, 2022Updated 3 years ago
- This script automates the download of preprocessed brain imaging data from the ABIDE dataset, focusing on a specific derivative, preproce…☆26Aug 28, 2023Updated 2 years ago
- STAGIN: Spatio-Temporal Attention Graph Isomorphism Network☆105Jul 16, 2023Updated 2 years ago
- "Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding" (MICCAI 2023)☆25Jul 4, 2023Updated 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.
- Nonlinear Granger causality using machine learning techniques☆22Sep 8, 2023Updated 2 years ago
- This is the code of MSSTAN☆17Jul 30, 2024Updated last year
- 利用LBP进行特征提取,SVM进行2分类器建模;利用滑动窗口实现目标检测☆11Sep 4, 2019Updated 6 years ago
- Download ABIDE I and ABIDE II dataset☆13May 12, 2021Updated 4 years ago
- The official Pytorch implementation of paper "Community-Aware Transformer for Autism Prediction in fMRI Connectome" accepted by MICCAI 20…☆46Jul 24, 2023Updated 2 years ago
- ☆10May 25, 2022Updated 3 years ago
- Code for the paper "Brain Connectivity based Graph Convolutional Networks for Infant Age Prediction"☆23May 4, 2022Updated 3 years ago