Silver Standard Masks for Data Augmentation Applied to Deep-Learning-Based Skull-Stripping

Oeslle Lucena, Roberto Souza, Letícia Rittner +2

The bottleneck of convolutional neural networks (CNN) for medical imaging is the number of annotated data required for training. Manual segmentation is considered to be the "gold-s…