Synthetic Chest X-ray Image Generation Technology

This whitepaper explores the innovative use of artificial intelligence in generating synthetic chest x-ray images. It addresses the challenges of data scarcity and privacy in medical imaging by leveraging the DiffuseVAE architecture, which combines Variational Autoencoders and Diffusion Models. The paper discusses the methodology, including encoder and diffusion model training, and evaluates the impact of synthetic images on enhancing machine learning models for medical diagnostics.