Rare Disease Classification in Video Capsule Endoscopy
Video capsule endoscopy offers a non-invasive way to examine the small bowel, however, the rare but clinically important findings that appear only in less than 1\% of labelled frames, provide very less signal for detection. As a result, while models can achieve high overall performance, they almost completely miss thes...