Intelligent Masking: Deep Q-Learning for Context Encoding in Medical Image Analysis

Mojtaba Bahrami, Mahsa Ghorbani, Nassir Navab

The need for a large amount of labeled data in the supervised setting has led recent studies to utilize self-supervised learning to pre-train deep neural networks using unlabeled d…