mirror of https://github.com/Shubhamsaboo/awesome-llm-apps.git synced 2026-03-08 23:13:56 -05:00

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Shubhamsaboo 210199b134 feat: Update AI Medical Imaging Agent to use new model and enhance output handling

- Changed model ID from "gemini-2.0-flash" to "gemini-2.5-pro" for improved performance.
- Specified the type of response from the medical agent's run method as RunOutput.
- Updated requirements.txt to enforce a minimum version for the 'agno' package.

2025-11-08 21:44:02 -08:00

ai_medical_imaging.py

feat: Update AI Medical Imaging Agent to use new model and enhance output handling

2025-11-08 21:44:02 -08:00

README.md

Updated repo structure

2025-04-17 16:01:23 -05:00

requirements.txt

feat: Update AI Medical Imaging Agent to use new model and enhance output handling

2025-11-08 21:44:02 -08:00

README.md

🩻 Medical Imaging Diagnosis Agent

A Medical Imaging Diagnosis Agent build on agno powered by Gemini 2.0 Flash that provides AI-assisted analysis of medical images of various scans. The agent acts as a medical imaging diagnosis expert to analyze various types of medical images and videos, providing detailed diagnostic insights and explanations.

Features

Comprehensive Image Analysis
- Image Type Identification (X-ray, MRI, CT scan, ultrasound)
- Anatomical Region Detection
- Key Findings and Observations
- Potential Abnormalities Detection
- Image Quality Assessment
- Research and Reference

How to Run

Setup Environment

# Clone the repository
git clone https://github.com/Shubhamsaboo/awesome-llm-apps.git
cd ai_agent_tutorials/ai_medical_imaging_agent

# Install dependencies
pip install -r requirements.txt

Configure API Keys
- Get Google API key from Google AI Studio
Run the Application
```
streamlit run ai_medical_imaging.py
```

Analysis Components

Image Type and Region
- Identifies imaging modality
- Specifies anatomical region
Key Findings
- Systematic listing of observations
- Detailed appearance descriptions
- Abnormality highlighting
Diagnostic Assessment
- Potential diagnoses ranking
- Differential diagnoses
- Severity assessment
Patient-Friendly Explanations
- Simplified terminology
- Detailed first-principles explanations
- Visual reference points

Notes

Uses Gemini 2.0 Flash for analysis
Requires stable internet connection
Free API usage costs - 1,500 free requests per day by google!
For educational and development purposes only
Not a replacement for professional medical diagnosis

Disclaimer

This tool is for educational and informational purposes only. All analyses should be reviewed by qualified healthcare professionals. Do not make medical decisions based solely on this analysis.