Accountable-Machine-Intelligence / ConCare
Code for - ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context (AAAI-2020)
☆31Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for ConCare
- ☆15Updated 3 years ago
- ☆35Updated 4 years ago
- ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context (AAAI-2020)☆18Updated 2 years ago
- ☆14Updated 2 years ago
- Source code for AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibrati…☆23Updated 3 years ago
- The official implementation of TContext-GGAN☆15Updated 2 years ago
- [WWW 2022] "Conditional Generation Net for Medication Recommendation"☆34Updated 2 years ago
- Codes for AAAI 2022 paper: Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs☆21Updated 2 years ago
- IJCAI2021: Code for SafeDrug, MIMIC data processing, Medical code mapping☆71Updated last year
- COVID-19 EHR data analysis pipeline☆16Updated 9 months ago
- Learning to Prescribe☆17Updated 7 years ago
- ☆29Updated 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
- This repository is a PyTorch implementation of our NeurIPS 2022 paper "Debiased, Longitudinal and Coordinated Drug Recommendation through…☆34Updated last year
- Code of MICRON, MIMIC data processing, Residual Learning☆13Updated 2 years ago
- ☆27Updated last year
- GAMENet : Graph Augmented MEmory Networks for Recommending Medication Combination☆130Updated 6 years ago
- ☆13Updated 5 years ago
- Recurrent Attentive and Intensive Modeling of Multimodal Patient Monitoring Data☆17Updated 5 years ago
- Source code for KDD 2020 paper COMPOSE: Cross-Modal Pseudo-Siamese Network for Patient Trial Matching.☆17Updated 4 years ago
- Patient Code & Text Representation Learning☆20Updated last year
- ☆10Updated 4 years ago
- A Comprehensive Benchmark For COVID-19 Predictive Modeling Using Electronic Health Records☆44Updated last year
- AAAI-23 paper: Context-aware Safe Medication Recommendations with Molecular Graph and DDI Graph Embedding☆15Updated last year
- A simple implementation of the paper "Disease Prediction via Graph Neural Networks".☆19Updated 3 years ago
- A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction☆29Updated 2 years ago
- Pre-training of Graph Augmented Transformers for Medication Recommendation☆117Updated 5 years ago
- ☆22Updated 2 years ago
- ☆12Updated 2 years ago
- ☆24Updated 4 years ago