Aashish Ghimire

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

This study evaluates pneumonia classification in chest X-rays using VGG19, MobileNetV2, ResNet50, and a custom CNN, and explores Generative Adversarial Network (GAN)-based synthetic data augmentation. MobileNetV2 achieved the highest reported accuracy of 88% with balanced class-wise performance. The custom CNN achieved...