GAN for Medical Image Synthesis
DCGAN-based Chest X-Ray augmentation for improving pneumonia classification.
This course project uses a Deep Convolutional Generative Adversarial Network (DCGAN) to augment a Chest X-Ray dataset and improve the accuracy of a VGG classifier for pneumonia detection.
Course: ECE 285, Spring 2023.