SsGood / MMGL
Multi-modal Graph learning for Disease Prediction (IEEE Trans. on Medical imaging, TMI2022)
☆100Updated last year
Alternatives and similar repositories for MMGL:
Users that are interested in MMGL are comparing it to the libraries listed below
- This repo is the official implementation of "Classification of Brain Disorders in rs-fMRI via Local-to-Global Graph Neural Networks" publ…☆41Updated 9 months ago
- The codes are from MICCAI 2022, "Dual-graph Learning Convolutional Networks for Interpretable Alzheimer’s Disease Diagnosis"☆18Updated last year
- Edge-variational Graph Convolutional Networks for Uncertainty-aware Disease Prediction☆18Updated 3 years ago
- ☆24Updated 2 years ago
- This repository is for the Multimodal Alzheimer’s Disease Diagnosis framework (MADDi).☆94Updated last year
- The official Pytorch implementation of paper "Community-Aware Transformer for Autism Prediction in fMRI Connectome" accepted by MICCAI 20…☆29Updated last year
- MedIA 2023☆20Updated last year
- Official implementation for paper "Predictive Modeling with Temporal Graphical Representation on Electronic Health Records"☆18Updated 9 months ago
- ☆25Updated 2 years ago
- ☆58Updated last year
- ICLR'24 | Multimodal Patient Representation Learning with Missing Modalities and Labels☆31Updated last week
- Multi-center and Multi-channel Pooling Graph Convolutional Network☆17Updated 2 years ago
- Pancancer survival prediction using a deep learning architecture with multimodal representation and integration☆10Updated last year
- A simple implementation of the paper "Disease Prediction via Graph Neural Networks".☆21Updated 4 years ago
- Implementation code of RA-GCN: Graph Convolutional Network for Disease Prediction Problems with Imbalanced Data accepted by Medical Image…☆24Updated 2 years ago
- ☆12Updated 7 months ago
- ☆21Updated 3 years ago
- ☆26Updated 2 years ago
- ☆32Updated 2 years ago
- [IEEE TMI 2024] Contrastive Graph Pooling for Explainable Classification of Brain Networks☆17Updated last week
- Using Graph Neural Networks to Segment MRIs of Brain Tumors☆22Updated 2 years ago
- Tensorflow implementation of "Learn-Explain-Reinforce: Counterfactual Reasoning and Its Guidance to Reinforce an Alzheimer's Disease Diag…☆19Updated last year
- ☆16Updated last year
- ☆15Updated last month
- COVID-19 EHR data analysis pipeline☆19Updated 3 months ago
- Code for the paper "Brain Connectivity based Graph Convolutional Networks for Infant Age Prediction"☆23Updated 2 years ago
- Dynamic Affine Feature Map Transform☆41Updated 9 months ago
- An explainable longitudinal multi-modal fusion model for predicting neoadjuvant therapy response in breast cancer treatment☆16Updated 7 months ago
- ☆23Updated 2 years ago
- ☆28Updated 11 months ago