Deep Learning, Artificial Intelligence, Medical Imaging, Medical Image Analysis, Object Detection.
all the 533 annotated CT scans, the proposed mixup strategies (i.e., anchor-level and object-level mixup) alone can improve the CPM score of the fully-supervised learning approach from 89.2% to 90.0%. FocalMix further improves this result to 90.7% by leveraging around 3,000 images without