pat-jj / KARELinks
[ICLR'25] Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval
☆50Updated 8 months ago
Alternatives and similar repositories for KARE
Users that are interested in KARE are comparing it to the libraries listed below
Sorting:
- [ACL 2024] This is the code for our paper ”RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records“.☆39Updated last year
- ☆129Updated last year
- Code repository for the framework to engage in clinical decision making task using the MIMIC-CDM dataset.☆46Updated 10 months ago
- Official implementation for NeurIPS'24 paper: MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making☆221Updated last year
- The resources for LMKG (a large-scale, high-quality, multi-source, and multi-lingual medical knowledge graph).☆21Updated 2 years ago
- Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records☆24Updated last year
- ☆66Updated 11 months ago
- [NeurIPS 2024 D&B] Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"☆37Updated 11 months ago
- A curated list of awesome healthcare taxonomies and knowledge graphs.☆74Updated last year
- "Knowledge Graph-based Question Answering with Electronic Health Records", accepted at Machine Learning for Health Care (MLHC) 2021☆38Updated last year
- [NeurIPS 2024 Datasets and Benchmark Track Oral] MedCalc-Bench: Evaluating Large Language Models for Medical Calculations☆78Updated 2 weeks ago
- [arXiv'24] The official implementation code of LEADER.☆43Updated last year
- [EMNLP'24] EHRAgent: Code Empowers Large Language Models for Complex Tabular Reasoning on Electronic Health Records☆118Updated last year
- Code repository to create the MIMIC-CDM Dataset.☆41Updated 10 months ago
- ☆30Updated 8 months ago
- Diagnostic Reasoning Knowledge Graph for Large Language Model Diagnosis Prediction☆30Updated 5 months ago
- KDD 2024 | FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction☆17Updated last year
- Official repository of the MIRAGE benchmark☆188Updated last year
- [ACL 2024 Findings] This is the code for our paper "Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation wi…☆40Updated last year
- The repository for "MedChain: Bridging the Gap Between LLM Agents and Real-World Clinical Decision Making"☆40Updated 2 months ago
- EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images, NeurIPS 2023 D&B☆88Updated last year
- [WWW-2025] ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration☆20Updated 2 months ago
- This repository contains the code for our paper "Augmenting Black-box LLMs with Medical Textbooks for Clinical Question Answering" [EMNLP…☆13Updated last year
- Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data☆27Updated last year
- Source codes of the paper "Hierarchical Pretraining on Multimodal Electronic Health Records".☆18Updated last year
- MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs☆247Updated 6 months ago
- The paper list of the review on LLMs in medicine - "Large Language Models Illuminate a Progressive Pathway to Artificial Healthcare Assis…☆259Updated 2 years ago
- Code for "A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models"☆17Updated 5 months ago
- [ICML 2025] MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding☆138Updated 5 months ago
- IJCAI2021: Code for SafeDrug, MIMIC data processing, Medical code mapping☆91Updated 2 years ago