Joint one-sided synthetic unpaired image translation and segmentation for colorectal cancer prevention

Enric Moreu, Eric Arazo, Kevin McGuinness, Noel E. O'Connor

Abstract: Deep learning has shown excellent performance in analysing medical images. However, datasets are difficult to obtain due privacy issues, standardization problems, and lack of annotations. We address ...