GAN Inversion for Data Augmentation to Improve Colonoscopy Lesion Classification

Mayank Golhar, Taylor L. Bobrow, Saowanee Ngamruengphong +1

A major challenge in applying deep learning to medical imaging is the paucity of annotated data. This study demonstrates that synthetic colonoscopy images generated by Generative A…