A Comparative Study of GAN-Based Deep Learning Models for Pneumonia Detection in Chest X-Rays

Roshan Paudel, Aashish Ghimire, Pramod Acharya

This study evaluates pneumonia classification in chest X-rays using VGG19, MobileNetV2, ResNet50, and a custom CNN, and explores Generative Adversarial Network (GAN)-based syntheti…