Abstract

Pneumonia is a serious respiratory infection that can lead to severe complications if not diagnosed and treated promptly. Chest X-rays are a widely used diagnostic tool to identify pneumonia, but the accurate and timely interpretation of these images is often challenging for healthcare professionals. This research presents a novel approach to automate pneumonia detection from chest X-rays using Convolutional Neural Networks (CNN).

Description