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README.md
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title:
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sdk: streamlit
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short_description:
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---
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Features
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Comprehensive Image Analysis
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Key Findings and Observations
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Research and Reference
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title: Medical Imaging Diagnosis Agent
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sdk: streamlit
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short_description: Medical Imaging Diagnosis Agent
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🩻 Medical Imaging Diagnosis Agent
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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.
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Features
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Comprehensive Image Analysis
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Image Type Identification (X-ray, MRI, CT scan, ultrasound)
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Anatomical Region Detection
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Key Findings and Observations
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Potential Abnormalities Detection
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Image Quality Assessment
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Research and Reference
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How to Run
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Setup Environment
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# Clone the repository
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git clone https://github.com/Shubhamsaboo/awesome-llm-apps.git
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cd ai_agent_tutorials/ai_medical_imaging_agent
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# Install dependencies
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pip install -r requirements.txt
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Configure API Keys
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Get Google API key from Google AI Studio
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Run the Application
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streamlit run ai_medical_imaging.py
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Analysis Components
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Image Type and Region
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Identifies imaging modality
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Specifies anatomical region
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Key Findings
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Systematic listing of observations
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Detailed appearance descriptions
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Abnormality highlighting
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Diagnostic Assessment
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Potential diagnoses ranking
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Differential diagnoses
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Severity assessment
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Patient-Friendly Explanations
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Simplified terminology
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Detailed first-principles explanations
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Visual reference points
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Notes
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Uses Gemini 2.0 Flash for analysis
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Requires stable internet connection
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API usage costs apply
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For educational and development purposes only
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Not a replacement for professional medical diagnosis
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Disclaimer
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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.
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