pat-jj / KARELinks
[ICLR'25] Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval
☆37Updated last month
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“.☆35Updated 8 months ago
- Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records☆21Updated 9 months ago
- The resources for LMKG (a large-scale, high-quality, multi-source, and multi-lingual medical knowledge graph).☆18Updated last year
- Diagnostic Reasoning Knowledge Graph for Large Language Model Diagnosis Prediction☆12Updated 3 months ago
- ☆58Updated 4 months ago
- [NeurIPS 2024 Datasets and Benchmark Track Oral] MedCalc-Bench: Evaluating Large Language Models for Medical Calculations☆61Updated last month
- Code repository for the framework to engage in clinical decision making task using the MIMIC-CDM dataset.☆37Updated 3 months ago
- Official implementation for NeurIPS'24 paper: MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making☆155Updated 6 months ago
- The repository for "MedChain: Bridging the Gap Between LLM Agents and Real-World Clinical Decision Making"☆25Updated last week
- [arXiv'24] The official implementation code of LEADER.☆35Updated 9 months ago
- ☆124Updated last year
- [ICLR'24] Enhancing Healthcare Predictions with Personalized Knowledge Graphs☆172Updated 3 months ago
- A curated list of awesome healthcare taxonomies and knowledge graphs.☆71Updated last year
- Code repository to create the MIMIC-CDM Dataset.☆33Updated 3 months ago
- EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images, NeurIPS 2023 D&B☆80Updated 10 months ago
- [NeurIPS 2024 D&B] Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"☆30Updated 4 months ago
- Code repository to analyse the performance and results of selected LLMs using the MIMIC CDM dataset.☆19Updated 3 months ago
- [EMNLP'24] EHRAgent: Code Empowers Large Language Models for Complex Tabular Reasoning on Electronic Health Records☆98Updated 5 months ago
- [ISMB '24] Self-BioRAG: Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models☆63Updated last year
- Official repository of the MIRAGE benchmark☆141Updated 7 months ago
- This repository is a PyTorch implementation of our NeurIPS 2022 paper "Debiased, Longitudinal and Coordinated Drug Recommendation through…☆36Updated 2 years ago
- MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs☆166Updated last month
- A new collection of medical VQA dataset based on MIMIC-CXR. Part of the work 'EHRXQA: A Multi-Modal Question Answering Dataset for Electr…☆85Updated 9 months ago
- Clinical NLP Shared Task @ NAACL'24☆32Updated 3 months ago
- ☆48Updated 3 months ago
- [NeurIPS 2022] Code for "Retrieve, Reason, and Refine: Generating Accurate and Faithful Discharge/Patient Instructions"☆34Updated 10 months ago
- [ACL 2024 Findings] This is the code for our paper "Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation wi…☆39Updated 11 months ago
- KDD 2024 | FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction☆13Updated 9 months ago
- KG-Rank: Enhancing Large Language Models for Medical QA with Knowledge Graphs and Ranking Techniques☆40Updated 5 months ago
- Code for "A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models"☆14Updated 9 months ago