Graudally Applying Weakly Supervised and Active Learning for Mass Detection in Breast Ultrasound Images

19 Aug 2020JooYeol YunJungWoo OhIlDong Yun

We propose a method for effectively utilizing weakly annotated image data in an object detection tasks of breast ultrasound images. Given the problem setting where a small, strongly annotated dataset and a large, weakly annotated dataset with no bounding box information are available, training an object detection model becomes a non-trivial problem... (read more)

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