zhchs / Disease-Prediction-via-GCNLinks
A simple implementation of the paper "Disease Prediction via Graph Neural Networks".
☆22Updated 4 years ago
Alternatives and similar repositories for Disease-Prediction-via-GCN
Users that are interested in Disease-Prediction-via-GCN are comparing it to the libraries listed below
Sorting:
- Self-supervised graph learning with hyperbolic embedding for temporal health event prediction (IEEE Cybernetics)☆15Updated 5 years ago
- Disease subnetwork detection with explainable Graph Neural Networks☆26Updated last year
- Official implementation for paper "Predictive Modeling with Temporal Graphical Representation on Electronic Health Records"☆23Updated last year
- Codes for AAAI 2022 paper: Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs☆25Updated 4 years ago
- ☆11Updated 5 years ago
- ☆39Updated 5 years ago
- Collaborative Graph Learning with Auxiliary Text for Temporal Event Prediction in Healthcare (IJCAI 2021)☆22Updated 4 years ago
- A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction☆36Updated 3 years ago
- ☆12Updated 3 years ago
- IJCAI2021: Code for SafeDrug, MIMIC data processing, Medical code mapping☆91Updated 2 years ago
- This repository is a PyTorch implementation of our NeurIPS 2022 paper "Debiased, Longitudinal and Coordinated Drug Recommendation through…☆41Updated 2 years ago
- NeurIPS 2022 paper, SubHypergraph Inductive Neural nEtwork☆19Updated 2 years ago
- Code for 'Alzheimer’s Disease Classification Using Cluster-based Labelling for Graph Neural Network on Tau PET Imaging and Heterogeneous …☆12Updated 3 years ago
- ☆10Updated 4 years ago
- ☆46Updated 2 years ago
- code for "Self-supervised edge features for improved Graph Neural Network training", <arxivlink>☆24Updated 5 years ago
- MedGraph: Structural and Temporal Representation Learning of Electronic Medical Records☆23Updated 5 years ago
- ☆22Updated 4 years ago
- The official implementation of TContext-GGAN☆14Updated 3 years ago
- ☆36Updated 2 years ago
- ☆15Updated 4 years ago
- ☆37Updated 2 years ago
- Benchmarks for Graph Machine Learning in Brain Connectomics☆42Updated 11 months ago
- Code of MICRON, MIMIC data processing, Residual Learning☆15Updated 3 years ago
- Official github repository for the paper "Unsupervised pre-training of graph transformers on patient population graphs"☆12Updated 2 years ago
- Medical Concept Embedding with Multiple Ontological Representations (IJCAI-19)☆10Updated 5 years ago
- [ML4H 2022] This is the code for our paper `Counterfactual and Factual Reasoning over Hypergraphs for Interpretable Clinical Predictions …☆26Updated last year
- Multi-modal Graph learning for Disease Prediction (IEEE Trans. on Medical imaging, TMI2022)☆110Updated last year
- Source codes of the paper "Hierarchical Pretraining on Multimodal Electronic Health Records".☆20Updated last year
- pytorch implementation for the CAMP model in ICDM 2019 "CAMP: Co-Attention Memory Networks for Diagnosis Prediction in Healthcare"☆15Updated 6 years ago