Advancing AI in Healthcare through Collaborative Task Development
Image Source: Can large language models reason about medical questions?
Welcome to the frontier of medical AI! This repository is a collaborative hub for developing cutting-edge reasoning tasks for Large Language Models (LLMs) in the medical, healthcare, and clinical domains.
Our Mission: To push the boundaries of AI capabilities in healthcare, fostering more accurate diagnoses, personalized treatments, and improved patient outcomes.
Explore our diverse range of medical reasoning challenges (Not limited to):
- Diagnostic Reasoning
- Treatment Planning
- Medical Image Analysis
- Clinical Data Interpretation
- Patient History Analysis
- Ethical Decision Making
- Medical Literature Comprehension
- Drug Interaction Assessment
- More to come
We believe in the power of collective intelligence. Join our community of healthcare professionals, AI researchers, and enthusiasts!
To contribute, please use GitHub and follow these guidelines. If you're not familiar with GitHub, don't worry! You can use this Google form to submit your tasks. Make sure to check the example provided to ensure all information is filled out correctly.
With Github:
- Fork this repository
- Create a new branch for your task or improvement
- Add your contribution following our guidelines
- Submit a pull request
Detailed instructions available in our Contribution Guide.
- 📋 Task List: Comprehensive list of medical reasoning tasks
- 📏 Evaluation Metrics: Assessing LLM performance in healthcare
- 📖 Medical AI Papers: Curated list of groundbreaking research
- 🗄️ Healthcare Datasets: High-quality data for training and evaluation
/
├── 📁 tasks/
│ ├── 🔬 diagnostic-reasoning/
│ ├── 💊 treatment-planning/
│ ├── 🖼️ medical-image-analysis/
│ └── ...
├── 📁 examples/
├── 📁 resources/
├── 📁 guidelines/
├── 📁 evaluation/
├── 📜 LICENSE
└── 📘 README.md
This project is licensed under the MIT License.
If our work contributes to your research, please cite us:
@misc{medicalreasoningtasks,
title = {Open Medical Reasoning Tasks: A Comprehensive Collection of LLM Reasoning Tasks in Healthcare},
author = {Pal, Ankit and Open Life Science AI team},
url = {https://github.com/OpenLifeScienceAI/Medical-Reasoning-Tasks},
year = {2024},
}Join us in revolutionizing healthcare with AI!