DATEXIS / AMEGA-benchmark
AMEGA-LLM: Autonomous Medical Evaluation for Guideline Adherence of Large Language Models
☆14Updated 2 months ago
Alternatives and similar repositories for AMEGA-benchmark:
Users that are interested in AMEGA-benchmark are comparing it to the libraries listed below
- For Med-Gemini, we relabeled the MedQA benchmark; this repo includes the annotations and analysis code.☆47Updated 8 months ago
- Clinical text summarization by adapting large language models☆134Updated 7 months ago
- Repo for the pape Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions☆31Updated 6 months ago
- public code repository for paper "Health system scale language models are general purpose clinical prediction engines"☆111Updated last year
- [EMNLP'24] EHRAgent: Code Empowers Large Language Models for Complex Tabular Reasoning on Electronic Health Records☆82Updated 2 months ago
- Code for "A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models"☆13Updated 6 months ago
- Clinical NLP Shared Task @ NAACL'24☆29Updated 2 weeks ago
- [NeurIPS 2024 Datasets and Benchmark Track Oral] MedCalc-Bench: Evaluating Large Language Models for Medical Calculations☆46Updated 2 months ago
- Official implementation for NeurIPS'24 paper: MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making☆122Updated 4 months ago
- A benchmark for few-shot evaluation of foundation models for electronic health records (EHRs)☆157Updated 3 weeks ago
- NeurIPS'24 DB (Spotlight) | Instruction Tuning Large Language Models to Understand Electronic Health Records☆30Updated 2 months ago
- MedAlign is a clinician-generated dataset for instruction following with electronic medical records.☆92Updated last year
- Official Codes for "Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes"☆103Updated 6 months ago
- Code repository for the framework to engage in clinical decision making task using the MIMIC-CDM dataset.☆34Updated last month
- INSPECT dataset/benchmark paper, accepted by NeurIPS 2023☆27Updated 6 months ago
- ☆123Updated 9 months ago
- ☆22Updated last month
- ☆76Updated last year
- Code repository to create the MIMIC-CDM Dataset.☆27Updated last month
- [NeurIPS 2024 D&B] Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"☆29Updated 2 months ago
- REMed: Retrieval-Enhanced Medical prediction model☆16Updated 2 months ago
- Expert-Curated Oncology Reports to Advance Language Model Inference☆27Updated 10 months ago
- A new collection of medical VQA dataset based on MIMIC-CXR. Part of the work 'EHRXQA: A Multi-Modal Question Answering Dataset for Electr…☆80Updated 6 months ago
- [NeurIPS 2022] Code for "Retrieve, Reason, and Refine: Generating Accurate and Faithful Discharge/Patient Instructions"☆30Updated 7 months ago
- ☆44Updated 2 weeks ago
- A survey on data-centric foundation models in healthcare.☆71Updated last month
- Code for "DocLens: Multi-aspect Fine-grained Evaluation for Medical Text Generation" (ACL 2024)☆16Updated 9 months ago
- CLUE: A Clinical Language Understanding Evaluation for LLMs☆15Updated last month
- A curated collection of cutting-edge research at the intersection of machine learning and healthcare. (This repository will be maintained…☆20Updated 5 months ago