Overview HeartWellness is a comprehensive web application designed to predict the likelihood of heart disease in individuals using advanced machine learning algorithms. The app integrates user-friendly interfaces with robust backend systems to provide a seamless experience for users seeking to monitor their heart health. Key features include user login, patient history management, a directory of doctors categorized by location, and easy appointment bookings.
Inspiration Heart disease is a leading cause of death worldwide, yet many of its risks are preventable. Our Heart Wellness Project was inspired by the urgent need for accessible, personalized heart health care. By combining educational resources with advanced predictive analytics, we empower individuals to proactively manage their heart health. Our mission is to transform awareness into action, promoting preventive care and early detection to improve global heart health outcomes.
Features Heart Disease Prediction: Uses machine learning to predict the likelihood of heart disease based on user input and historical data. User Management: Secure user login and profile management. Health Records: Store and manage detailed health records, including cholesterol, blood pressure, heart rate, and glucose levels. Doctor Directory: Find and book appointments with doctors based on location and specialization. Prediction History: Track and review past heart disease risk assessments and recommendations.
Technology Stack Frontend: HTML, CSS, and JavaScript for building a responsive and interactive user interface. Database: MongoDB for efficient data management and storage. ERD Modeling: Oracle for designing the database schema. Data Visualization: Tableau for creating insightful visualizations. Modeling & Evaluation: Python for developing and evaluating predictive models. Data Analysis: SQL for comprehensive data analysis.
Usage User Registration and Login: Create a new account or log in to an existing one. Health Data Entry: Input your health metrics and receive a heart disease risk assessment. Doctor Search and Appointment Booking: Find doctors in your area and book appointments seamlessly. Review Prediction History: View your past predictions and follow recommended actions.
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