Luis Eduardo Bustamante Leija

Analysis of Generative Patterns in Image Generation with Autoencoders and BigGAN: Applications in Osteosarcoma

2025

The generation of synthetic medical images offers solutions to challenges such as limited datasets and ethical constraints in healthcare research. This work evaluates two deep learning models-Variational Autoencoders (VAEs) and Generative Adversarial Networks (GANs)-for generating …