pat-jj / KARE
[ICLR'25] Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval
☆22Updated this week
Alternatives and similar repositories for KARE:
Users that are interested in KARE are comparing it to the libraries listed below
- [ACL 2024] This is the code for our paper ”RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records“.☆29Updated 5 months ago
- This repository is a PyTorch implementation of our NeurIPS 2022 paper "Debiased, Longitudinal and Coordinated Drug Recommendation through…☆36Updated last year
- Source codes of the paper "Hierarchical Pretraining on Multimodal Electronic Health Records".☆17Updated 11 months ago
- Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records☆20Updated 6 months ago
- Code for TKDE paper: Patient Health Representation Learning via Correlational Sparse Prior of Medical Features.☆12Updated 2 years ago
- KDD 2024 | FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction☆11Updated 6 months ago
- [arXiv'24] The official implementation code of LEADER.☆27Updated 6 months ago
- ☆28Updated 3 months ago
- Codes for AAAI 2022 paper: Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs☆24Updated 3 years ago
- Source code of our SIGIR'24 paper titled "Leave No Patient Behind: Enhancing Medication Recommendation for Rare Disease Patients".☆15Updated 7 months ago
- An offical implementation of EHRDiff [TMLR]☆26Updated 8 months ago
- [WWW 2022] "Conditional Generation Net for Medication Recommendation"☆36Updated 2 years ago
- A curated list of awesome healthcare taxonomies and knowledge graphs.☆72Updated 11 months ago
- [ACL 2024 Findings] This is the code for our paper "Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation wi…☆38Updated 8 months ago
- ☆18Updated 6 months ago
- IJCAI2021: Code for SafeDrug, MIMIC data processing, Medical code mapping☆78Updated last year
- [NeurIPS 2024 D&B] Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"☆29Updated 2 months ago
- Official implementation for paper "Predictive Modeling with Temporal Graphical Representation on Electronic Health Records"☆18Updated 9 months ago
- Official implementation for NeurIPS'24 paper: MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making☆122Updated 4 months ago
- ICLR 2023 paper - ManyDG - Dataset processing and mode codes☆23Updated 10 months ago
- This is the official code for "Multimodal Pretraining of Medical Time Series and Notes" at Machine Learning for Health 2023☆16Updated 2 months ago
- ☆33Updated last year
- ☆12Updated 4 months ago
- ☆54Updated 2 months ago
- Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks (KDD 2023)☆22Updated last year
- [ICLR'24] Enhancing Healthcare Predictions with Personalized Knowledge Graphs☆165Updated 3 weeks ago
- [EMNLP'24] EHRAgent: Code Empowers Large Language Models for Complex Tabular Reasoning on Electronic Health Records☆82Updated 2 months ago
- Code repository to create the MIMIC-CDM Dataset.☆27Updated last month
- AAAI-23 paper: Context-aware Safe Medication Recommendations with Molecular Graph and DDI Graph Embedding☆15Updated last year