choczhang / ConCare
ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context (AAAI-2020)
☆20Updated 3 years ago
Alternatives and similar repositories for ConCare:
Users that are interested in ConCare are comparing it to the libraries listed below
- Code for - ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context (AAAI-2020)☆31Updated 3 years ago
- ☆15Updated 3 years ago
- [WWW 2022] "Conditional Generation Net for Medication Recommendation"☆37Updated 2 years ago
- ☆37Updated 5 years ago
- ☆29Updated last year
- IJCAI2021: Code for SafeDrug, MIMIC data processing, Medical code mapping☆79Updated last year
- The official implementation of TContext-GGAN☆15Updated 2 years ago
- ☆15Updated 3 years ago
- Medical Concept Embedding with Multiple Ontological Representations (IJCAI-19)☆10Updated 4 years ago
- ☆22Updated 2 months ago
- Code for TKDE paper: Patient Health Representation Learning via Correlational Sparse Prior of Medical Features.☆12Updated 2 years ago
- ☆22Updated 3 years ago
- This repository is a PyTorch implementation of our NeurIPS 2022 paper "Debiased, Longitudinal and Coordinated Drug Recommendation through…☆36Updated last year
- Codes for AAAI 2022 paper: Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs☆24Updated 3 years ago
- COVID-19 EHR data analysis pipeline☆19Updated 3 months ago
- pytorch implementation for the CAMP model in ICDM 2019 "CAMP: Co-Attention Memory Networks for Diagnosis Prediction in Healthcare"☆15Updated 5 years ago
- Source code for AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibrati…☆23Updated 4 years ago
- ☆24Updated 5 years ago
- [ACL 2024] This is the code for our paper ”RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records“.☆30Updated 6 months ago
- ☆31Updated last year
- Code of MICRON, MIMIC data processing, Residual Learning☆14Updated 2 years ago
- A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction☆31Updated 2 years ago
- [ICLR'25] Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval☆23Updated 2 weeks ago
- ☆15Updated 5 years ago
- Patient Code & Text Representation Learning☆20Updated last year
- Official implementation for paper "Predictive Modeling with Temporal Graphical Representation on Electronic Health Records"☆18Updated 9 months ago
- ☆33Updated last year
- Source code for a comprehensive analysis of MTL over EHR timeseries data.☆37Updated last year
- ☆12Updated 2 years ago
- AAAI-23 paper: Context-aware Safe Medication Recommendations with Molecular Graph and DDI Graph Embedding☆16Updated last year