Health AI Multi-Agent Assistant

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  Multi-agent healthcare AI platform homepage with integrated disease analysis modules

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  Diabetes risk prediction result with AI agent interpretation

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  Stroke risk analysis with AI agent interpretation and SHAP explanation

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  Heart disease risk assessment form for clinical decision support

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  Explainable AI visualization using SHAP analysis for transparent prediction results

Inspiration

We wanted to build an intelligent healthcare assistant that can help people and healthcare professionals better understand health risks using AI.

What it does

The system analyzes patient health data and predicts disease risks such as heart disease and diabetes. It also provides AI-supported healthcare workflow assistance using multi-agent systems.

How we built it

We built the project using Python, Flask, machine learning models, Prompt Opinion AI agents, and healthcare-focused AI workflows.

Challenges we ran into

One of the biggest challenges was integrating AI agents with healthcare workflows and creating a user-friendly system.

Accomplishments that we're proud of

We successfully created an AI healthcare assistant capable of intelligent risk analysis and healthcare support.

What's next

We plan to expand the platform with additional disease prediction systems, advanced AI agents, and real healthcare integrations.

Built With

• ai
• css
• flask
• html
• javascript
• machine-learning
• prompt-opinion
• python
• scikit-learn