icon-lab / BolT
Fused Window Transformers for fMRI Time Series Analysis (https://www.sciencedirect.com/science/article/pii/S1361841523001019)
☆32Updated last year
Alternatives and similar repositories for BolT:
Users that are interested in BolT are comparing it to the libraries listed below
- The official Pytorch implementation of paper "Community-Aware Transformer for Autism Prediction in fMRI Connectome" accepted by MICCAI 20…☆28Updated last year
- Benchmarking GNNs for fMRI analysis☆23Updated 2 years ago
- Pytorch implementation of BrainNetCNN (Kawahara et al. 2016) + visualization method☆25Updated 6 years ago
- Graph Convolution Network for fMRI Analysis Based on Connectivity Neighborhood☆51Updated last month
- an end to end framework for analyzing fMRI time-series data (4D) using transformers☆45Updated 3 years ago
- ☆33Updated 2 years ago
- Code for the paper "Brain Connectivity based Graph Convolutional Networks for Infant Age Prediction"☆22Updated 2 years ago
- ☆9Updated last year
- This repository contains code for spatio-temporal deep learning on functional MRI data☆22Updated 3 years ago
- CNS (Computational Neuroscience) Lab project for age/sex classification of fMRI scans☆82Updated 2 years ago
- A preliminary implementation of BrainGNN☆22Updated 3 years ago
- Adversarial Learning Based Node-Edge Graph Attention Networks for Autism Spectrum Disorder Identification☆12Updated 2 years ago
- Improving autism identification with multisite data via site-dependence minimisation and second-order functional connectivity (TMI, 2022)☆32Updated last year
- Implementations for CHIL 2023 paper ''PTGB: Pre-Train Graph Neural Networks for Brain Network Analysis'' and KDD 2022 paper ''Data-Effici…☆16Updated last year
- Paper list and resources on machine learning for brain image (e. g. fMRI and sMRI) analysis.☆64Updated last month
- Repository for the Brainhack School 2020 team working with fMRI and ABIDE data to train machine learning models.☆40Updated 4 months ago
- Multi-center and Multi-channel Pooling Graph Convolutional Network☆14Updated 2 years ago
- Pytorch implementation of pooling-regularized GNN (PRGNN) for fMRI analysis. https://arxiv.org/pdf/2007.14589.pdf☆34Updated 4 years ago
- ☆10Updated 2 years ago
- A Deep Graph Neural Network Architecture for Modelling Spatio-temporal Dynamics in rs-fMRI Data☆47Updated 2 years ago
- Minimal scripts available for predictions on multiple datasets☆51Updated 6 years ago
- MedIA 2023☆19Updated last year
- Pytorch implementation of 'Representation Learning of Resting State fMRI with Variational Autoencoder'☆27Updated 2 years ago
- A preliminary implementation of BrainGNN☆156Updated 3 years ago
- Recovering-Brain-Structure-Network-Using-Functional-Connectivity☆23Updated 2 years ago
- ☆24Updated 2 years ago
- Code and materials for paper "Contrastive machine learning reveals the structure of neuroanatomical variation within Autism"☆16Updated 2 years ago
- Neuroimaging based brain age prediction using 3D Dense-net☆16Updated 2 years ago
- The official implementation of MVS-GCN☆18Updated 2 years ago
- 关于脑成像模板和地图的信息汇总☆16Updated 2 years ago