pat-jj / KARELinks
[ICLR'25] Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval
☆47Updated 5 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“.☆38Updated last year
- [EMNLP'24] EHRAgent: Code Empowers Large Language Models for Complex Tabular Reasoning on Electronic Health Records☆109Updated 9 months ago
- ☆127Updated last year
- ☆66Updated 9 months ago
- Code repository for the framework to engage in clinical decision making task using the MIMIC-CDM dataset.☆44Updated 8 months ago
- Official implementation for NeurIPS'24 paper: MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making☆195Updated 11 months ago
- Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records☆23Updated last year
- [NeurIPS 2024 Datasets and Benchmark Track Oral] MedCalc-Bench: Evaluating Large Language Models for Medical Calculations☆73Updated 3 weeks ago
- The resources for LMKG (a large-scale, high-quality, multi-source, and multi-lingual medical knowledge graph).☆19Updated 2 years ago
- [arXiv'24] The official implementation code of LEADER.☆40Updated last year
- A curated list of awesome healthcare taxonomies and knowledge graphs.☆73Updated last year
- Code repository to create the MIMIC-CDM Dataset.☆39Updated 8 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
- Official repository of the MIRAGE benchmark☆171Updated 11 months ago
- KDD 2024 | FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction☆17Updated last year
- ☆29Updated 5 months ago
- [ACL 2024 Findings] This is the code for our paper "Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation wi…☆40Updated last year
- [NeurIPS 2024 D&B] Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"☆34Updated 9 months ago
- MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs☆226Updated 3 months ago
- HealthFlow: A Self-Evolving AI Agent with Meta Planning for Autonomous Healthcare Research☆23Updated 2 months ago
- A Paper collection for LLM based Patient Simulators☆62Updated 3 weeks ago
- [ACL 2024 Findings] MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning https://arxiv.org/abs/2311.10537☆288Updated last year
- KGARevion: AI Agent for Knowledge-Intensive Biomedical QA☆37Updated 7 months ago
- [WWW 2022] "Conditional Generation Net for Medication Recommendation"☆38Updated 3 years ago
- "Knowledge Graph-based Question Answering with Electronic Health Records", accepted at Machine Learning for Health Care (MLHC) 2021☆36Updated last year
- A curated list of popular Datasets, Models and Papers for LLMs in Medical/Healthcare☆285Updated last year
- The paper list of the review on LLMs in medicine - "Large Language Models Illuminate a Progressive Pathway to Artificial Healthcare Assis…☆253Updated last year
- Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data☆25Updated last year
- Source code of our SIGIR'24 paper titled "Leave No Patient Behind: Enhancing Medication Recommendation for Rare Disease Patients".☆22Updated last year
- Code for the MedRAG toolkit☆436Updated 5 months ago