Chronic Disease Risk Predictor
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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"Even if it lacks a bit in originality its clear that the project team has clearly put a significant amount of thought and technical expertise into developing a solution that has the potential to make a meaningful impact on healthcare outcomes"
Theodoros Ampas
Technical Mentor
"Great idea and implementation too. Need more quality data for more accurate predictions for the model. But good job"
Shebagi Mitra
Technical Mentor
"Tradeoff between accuracy and precision is tricky. It's an interesting method of analysis that requires further refinement."
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Vandana Bhardwaj
For Innovators & Creators