Semi-supervised Lesion Detection via Image Restoration
Lesion detection is a critical task for medical image understanding. While the problem has been widely addressed in a supervised semantic segmentation manner, the problem clinically appears more similar to novelty detection with few or no annotations for the lesion. The reason is two-fold: 1) it is intuitively easier to collect large dataset from healthy individuals than that from a specific type
