Pneumocare : From Care to Cure

ABSTRACT PneumoCare is an advanced AI-driven system designed to detect and diagnose respiratory conditions, including normal, pneumonia and covid pneumonia , from chest X-ray images using deep learning techniques. The system utilizes convolutional neural networks(CNN) to automatically identify and classify regions affected by these conditions, offering valuable assistance to healthcare professionals in providing faster and more accurate diagnoses. This project presents a cost-effective and scalable solution ,particularly for areas with limited access to medical resources ,ensuring timely and precise detection of respiratory conditions in clinical settings .with its integration into medical imaging technologies, PneumoCare aims to enhance diagnostic capabilities, ultimately improving patient outcomes and reducing the global burden of respiratory diseases. Key Words: PneumoCare, respiratory healthcare ,CNN, AI diagnosis, chest X-rays ,pneumonia detection , covid pneumonia.