ArthurLeoM / SAFARI
Code for TKDE paper: Patient Health Representation Learning via Correlational Sparse Prior of Medical Features.
☆12Updated 2 years ago
Alternatives and similar repositories for SAFARI:
Users that are interested in SAFARI are comparing it to the libraries listed below
- Source codes of the paper "Hierarchical Pretraining on Multimodal Electronic Health Records".☆18Updated 11 months 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
- [WWW 2022] "Conditional Generation Net for Medication Recommendation"☆37Updated 2 years ago
- This repository is a PyTorch implementation of our NeurIPS 2022 paper "Debiased, Longitudinal and Coordinated Drug Recommendation through…☆36Updated last year
- ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context (AAAI-2020)☆20Updated 3 years ago
- Codes for AAAI 2022 paper: Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs☆24Updated 3 years ago
- ☆10Updated last year
- COVID-19 EHR data analysis pipeline☆19Updated 3 months ago
- ☆15Updated 3 years ago
- IJCAI2021: Code for SafeDrug, MIMIC data processing, Medical code mapping☆79Updated last year
- ☆31Updated last year
- Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks (KDD 2023)☆22Updated last year
- An offical implementation of EHRDiff [TMLR]☆25Updated 9 months ago
- [ML4H 2022] This is the code for our paper `Counterfactual and Factual Reasoning over Hypergraphs for Interpretable Clinical Predictions …☆24Updated last year
- The official implementation of TContext-GGAN☆15Updated 2 years ago
- [ICLR'25] Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval☆23Updated 2 weeks ago
- ☆37Updated 5 years ago
- Source code for ACL 2021 paper "Automatic ICD Coding via Interactive Shared Representation Networks with Self-distillation Mechanism"☆14Updated 3 years ago
- [arXiv'24] The official implementation code of LEADER.☆28Updated 6 months ago
- AAAI-23 paper: Context-aware Safe Medication Recommendations with Molecular Graph and DDI Graph Embedding☆16Updated last year
- ☆22Updated 3 years ago
- Official implementation for paper "Predictive Modeling with Temporal Graphical Representation on Electronic Health Records"☆18Updated 9 months ago
- Medical Concept Embedding with Multiple Ontological Representations (IJCAI-19)☆10Updated 4 years ago
- ☆29Updated 3 months ago
- UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge☆13Updated last year
- ☆19Updated 7 months ago
- KDD 2024 | FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction☆11Updated 6 months ago
- ☆10Updated 3 years ago
- [ACL 2024 Findings] This is the code for our paper "Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation wi…☆38Updated 9 months ago
- EMNLP'22 | PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning☆28Updated last year