MedicineBiology-AI / brainMILinks
A network-based method for brain disease gene prediction by integrating brain connectome and molecular network
☆10Updated 3 years ago
Alternatives and similar repositories for brainMI
Users that are interested in brainMI are comparing it to the libraries listed below
Sorting:
- Graph CNNs for population graphs☆178Updated 3 years ago
- Code for the paper "Brain Connectivity based Graph Convolutional Networks for Infant Age Prediction"☆23Updated 3 years ago
- Multi-center and Multi-channel Pooling Graph Convolutional Network☆17Updated 3 years ago
- This repo is the official implementation of "Classification of Brain Disorders in rs-fMRI via Local-to-Global Graph Neural Networks" publ…☆45Updated last year
- Pytorch implementation of BrainNetCNN (Kawahara et al. 2016) + visualization method☆28Updated 7 years ago
- ☆29Updated 2 years ago
- A Graph Regularized Generalized Matrix Factorization Model for Predicting Links in Biomedical Bipartite Networks☆17Updated 5 years ago
- Improving autism identification with multisite data via site-dependence minimisation and second-order functional connectivity (TMI, 2022)☆36Updated 2 years ago
- Recovering-Brain-Structure-Network-Using-Functional-Connectivity☆24Updated 3 years ago
- Pytorch implementation of pooling-regularized GNN (PRGNN) for fMRI analysis. https://arxiv.org/pdf/2007.14589.pdf☆35Updated 4 years ago
- A Deep Graph Neural Network Architecture for Modelling Spatio-temporal Dynamics in rs-fMRI Data☆51Updated 3 years ago
- Benchmarks for Graph Machine Learning in Brain Connectomics☆39Updated 7 months ago
- MedIA 2023☆22Updated last year
- Implementation of AEMDA for inferring potential disease-miRNA associations.☆13Updated 4 years ago
- Similarity network fusion in Python☆86Updated 5 years ago
- A preliminary implementation of BrainGNN☆194Updated 3 years ago
- Edge-variational Graph Convolutional Networks for Uncertainty-aware Disease Prediction☆18Updated 4 years ago
- Repo for Tang et al, bioRxiv 454793 (2018)☆42Updated 6 years ago
- Officially Accepted to IEEE Transactions on Medical Imaging (TMI, IF: 11.037) - Special Issue on Geometric Deep Learning in Medical Imagi…☆205Updated last year
- ☆10Updated last year
- A preliminary implementation of BrainGNN☆22Updated 4 years ago
- Helper scripts for TADPOLE Challenge 2017: http://tadpole.grand-challenge.org☆50Updated 4 years ago
- ABIDE Preprocessed Initiative☆194Updated 2 years ago
- CNS (Computational Neuroscience) Lab project for age/sex classification of fMRI scans☆90Updated 2 years ago
- ☆21Updated last year
- Implementation for Stankevičiūtė et al. "Population graph GNNs for brain age prediction". GRL+ Workshop, ICML 2020.☆40Updated 3 months ago
- Apply deep learning on ADNI MRI for Alzheimer disease diagnostic.☆55Updated 7 years ago
- ☆20Updated 7 months ago
- Implementations for CHIL 2023 paper ''PTGB: Pre-Train Graph Neural Networks for Brain Network Analysis'' and KDD 2022 paper ''Data-Effici…☆18Updated 2 years ago
- brain data analysis and graph information bottleneck☆27Updated 10 months ago