DIAGNOSING PNEUMONIA USING CHEST X-RAY IMAGES USING DEEP LEARNING TECHNIQUE

Abstract

Currently, pneumonia is one of the most common diseases in the world and
also one of the leading causes of death according to research by the World Health
Organization (WHO). This article aims to study pneumonia based on X-ray images,
and study the deep learning model VGG-19, using this deep learning model in the
problem of diagnosing pneumonia by X-ray images, thereby making a
comparison between deep learning models and letting researchers have a choice
of models in building medical imaging applications.