Medical Image Generation Techniques for Data Augmentation: Disc-VAE versus GAN

AI algorithms can analyze medical images, such as X-rays, MRIs, and CT scans, assisting doctors in detecting diseases and making more accurate diagnoses. However, large, diverse datasets of medical images are critical for training robust and effective AI models. Furthermore, acquiring and annotating these datasets poses considerable challenges due to factors such as cost, privacy concerns, and dat...