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Chronic Disease Risk Predictor

Chronic Disease Risk Predictor

Streamlit

Created by team LAFAEKAI on December 09, 2024

Llama 3.2 Streamlit Together AI

The Chronic Disease Risk Predictor is an innovative healthcare analytics platform that leverages artificial intelligence to revolutionize chronic disease prevention. Built on a comprehensive dataset of 450,000 patients with 37.5M medical records, our system achieves 81.76% prediction accuracy using advanced XGBoost technology. Key features include: Real-time risk assessment and analysis, AI-powered medical recommendations using LLM, Interactive data visualization, Comprehensive patient history analysis, and Secure database integration Healthcare providers can easily input patient data and receive instant risk assessments and preventive care suggestions. The system processes 12 major chronic conditions, analyzing patient demographics and medical history to generate personalized recommendations.

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