Pneumonia Detection Using Web Mern Stack

The Automated Pneumonia Prediction System is an intelligent, efficient, and user-friendly platform designed to streamline and automate the diagnosis process for clinicians in healthcare institutions. It replaces traditional manual interpretation of chest X-rays with an advanced AI-driven workflow, enabling rapid and accurate pneumonia detection. Clinicians can securely upload patient images and details, receive real-time diagnostic predictions, and review results through an interactive dashboard. Integrated modules for data validation, privacy, and monitoring ensure compliance and security at every step. The system supports seamless integration with electronic medical records (EMR), facilitating automated feedback, continuous model updates, and transparent clinical decision support. Notifications and reporting tools keep healthcare providers informed about new cases and prediction outcomes, enhancing workflow efficiency, diagnostic reliability, and patient care.