LuChang-CS / CGL
Collaborative Graph Learning with Auxiliary Text for Temporal Event Prediction in Healthcare (IJCAI 2021)
☆21Updated 3 years ago
Alternatives and similar repositories for CGL:
Users that are interested in CGL are comparing it to the libraries listed below
- Self-supervised graph learning with hyperbolic embedding for temporal health event prediction (IEEE Cybernetics)☆14Updated 4 years ago
- Codes for AAAI 2022 paper: Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs☆25Updated 3 years ago
- ☆10Updated 3 years ago
- ☆38Updated 5 years ago
- The data and code for the MEGACare framework☆9Updated last year
- Code of MICRON, MIMIC data processing, Residual Learning☆14Updated 2 years ago
- This repository is a PyTorch implementation of our NeurIPS 2022 paper "Debiased, Longitudinal and Coordinated Drug Recommendation through…☆36Updated last year
- Medical Concept Embedding with Multiple Ontological Representations (IJCAI-19)☆10Updated 4 years ago
- This repository contains codes for Timeline model☆11Updated 6 years ago
- Official implementation for paper "Predictive Modeling with Temporal Graphical Representation on Electronic Health Records"☆20Updated 10 months ago
- ☆10Updated last year
- The official implementation of TContext-GGAN☆15Updated 3 years ago
- [ML4H 2022] This is the code for our paper `Counterfactual and Factual Reasoning over Hypergraphs for Interpretable Clinical Predictions …☆24Updated last year
- pytorch implementation for the CAMP model in ICDM 2019 "CAMP: Co-Attention Memory Networks for Diagnosis Prediction in Healthcare"☆15Updated 5 years ago
- ☆10Updated 4 years ago
- The DAPSNet Code☆13Updated 11 months ago
- A simple implementation of the paper "Disease Prediction via Graph Neural Networks".☆22Updated 4 years ago
- ☆15Updated 3 years ago
- [WWW 2022] "Conditional Generation Net for Medication Recommendation"☆37Updated 2 years ago
- IJCAI2021: Code for SafeDrug, MIMIC data processing, Medical code mapping☆82Updated last year
- Source codes of the paper "Hierarchical Pretraining on Multimodal Electronic Health Records".☆18Updated last year
- COVID-19 EHR data analysis pipeline☆20Updated 3 months ago
- AAAI-23 paper: Context-aware Safe Medication Recommendations with Molecular Graph and DDI Graph Embedding☆16Updated last year
- ☆32Updated last year
- ☆24Updated 5 years ago
- ☆12Updated 3 years ago
- ☆21Updated last year
- Source code for Medical Concept Embedding with Time-Aware Embedding☆22Updated 5 years ago
- Official code implementation for WSDM 23 paper Graph Sequential Neural ODE Process for Link Prediction on Dynamic and Sparse Graphs.☆33Updated last year
- Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139☆24Updated 2 years ago