On the evaluation of Generative Adversarial Networks

Artificial Intelligence in Healthcare Part III

Written by Sandra Carrasco and Sylwia Majchrowska.

Figure 1. Example of malignant and benign melanoma from ISIC 2016 dataset [1]. Observed moles can have different sizes and colors. Image by ISIC Challenge Dataset.

The use of healthcare data in the development of deep learning models is associated with challenges related to personal data and regulatory issues. Patient data cannot be freely shared and is therefore limited in its usefulness for creating AI …

ai ai-in-healthcare evaluation gans generative adversarial networks networks stylegan2