How Heart Health Predictor web app work

HealthcarePlus is an intelligent web application designed to assess cardiac health and provide preventive lifestyle guidance. It bridges the gap between complex medical data and actionable patient insights.

How It Works:

Data Input: Users securely log in and enter key physiological metrics (such as age, blood pressure, cholesterol levels, and heart rate) into a user-friendly form.
AI Analysis: The data is sent to a backend server where a trained Machine Learning model (built with TensorFlow/Keras) processes the inputs against patterns of known heart disease indicators.
Instant Prediction: The system returns an immediate risk assessment, classifying the user's heart health status (e.g., "Healthy" or "Potential Risk").
Actionable Output: Based on the result, the application generates a personalized diet chart and lifestyle recommendations to help the user manage or improve their condition.
What It Does: It democratizes access to early cardiac screening, allowing users to privately check their risk levels from home. By combining predictive AI with preventive care plans, it empowers individuals to take proactive steps—through better diet and lifestyle choices—before serious complications arise.