Before revision: When training deep neural networks for medical image classification, obtaining a sufficient number of manually annotated images is often a significant challenge.
After revision: When training deep neural networks for a given medical imaging task is often the difficulty of obtaining a sufficient number of manually annotated images is often a significant challenge.