Lōkahi Innovation in Healthcare 

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LAFAEKAI

Ajito Nelson

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.

An advanced AI-powered tool for predicting chronic disease risks and providing personalized medical recommendations. The system utilizes machine learning to analyze patient data and generate risk assessments for various chronic conditions.

"LAFAEKAI team on Lōkahi Innovation in Healthcare Hackathon"

Team Idea

Submission