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Accepting the need for some extent of expert labor, we make use of a small fully-labeled image subset to intelligently mine annotations through the rest. To achieve this, we chain together a highly painful and sensitive lesion proposition generator (LPG) and a really discerning lesion proposition classifier (LPC). Making use of a unique hard negative suppression loss, the ensuing gathered and hard-negative proposals tend to be then emplo