End-to-end autoencoding architecture for the simultaneous generation of medical images and corresponding segmentation masks

Aghiles Kebaili, Jérôme Lapuyade-Lahorgue, Pierre Vera +1

Despite the increasing use of deep learning in medical image segmentation, acquiring sufficient training data remains a challenge in the medical field. In response, data augmentati…