README.md

---
license: apache-2.0
emoji: 🚀
colorFrom: blue
colorTo: green
pinned: true
title: Medical Imaging Diagnosis Agent
sdk: streamlit
short_description: Medical Imaging Diagnosis Agent
---
🩻 Medical Imaging Diagnosis Agent
A Medical Imaging Diagnosis Agent build on phidata powered by Gemini 2.0 Flash Experimental 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
API usage costs apply
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.