ycq091044 / SafeDrug
IJCAI2021: Code for SafeDrug, MIMIC data processing, Medical code mapping
☆78Updated last year
Alternatives and similar repositories for SafeDrug:
Users that are interested in SafeDrug are comparing it to the libraries listed below
- [WWW 2022] "Conditional Generation Net for Medication Recommendation"☆36Updated 2 years ago
- This repository is a PyTorch implementation of our NeurIPS 2022 paper "Debiased, Longitudinal and Coordinated Drug Recommendation through…☆36Updated last year
- AAAI-23 paper: Context-aware Safe Medication Recommendations with Molecular Graph and DDI Graph Embedding☆15Updated last year
- Codes for AAAI 2022 paper: Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs☆24Updated 3 years ago
- ☆18Updated 6 months ago
- The official implementation of TContext-GGAN☆15Updated 2 years ago
- Code of MICRON, MIMIC data processing, Residual Learning☆13Updated 2 years ago
- The DAPSNet Code☆13Updated 10 months ago
- ☆15Updated 3 years ago
- ☆15Updated 3 years ago
- Official implementation for paper "Predictive Modeling with Temporal Graphical Representation on Electronic Health Records"☆18Updated 9 months ago
- ☆15Updated 5 years ago
- Code for - ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context (AAAI-2020)☆31Updated 3 years ago
- ☆30Updated last year
- ☆37Updated 5 years ago
- Learning to Prescribe☆16Updated 2 weeks ago
- ☆30Updated last year
- COVID-19 EHR data analysis pipeline☆19Updated 2 months ago
- ☆10Updated 4 years ago
- The official implementation of our paper "MoleRec: Combinatorial Drug Recommendation with Substructure-Aware Molecular Representation Lea…☆63Updated last year
- PyPI Package: An easy-to-use medication/drug code mapping tool☆19Updated last year
- A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction☆32Updated 2 years ago
- Self-supervised graph learning with hyperbolic embedding for temporal health event prediction (IEEE Cybernetics)☆14Updated 4 years ago
- ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context (AAAI-2020)☆20Updated 3 years ago
- ☆10Updated last year
- [arXiv'24] The official implementation code of LEADER.☆27Updated 6 months ago
- Source code of our SIGIR'24 paper titled "Leave No Patient Behind: Enhancing Medication Recommendation for Rare Disease Patients".☆15Updated 7 months ago
- GAMENet : Graph Augmented MEmory Networks for Recommending Medication Combination☆138Updated 6 years ago
- Code for TKDE paper: Patient Health Representation Learning via Correlational Sparse Prior of Medical Features.☆12Updated 2 years ago