Deep Learning, Artificial Intelligence, Medical Imaging, Medical Image Analysis, Object Detection.
mixup is also applied to generate extra object instances by mixing up different lesion patterns within each training batch. 3. Results 3.1. LUNA16 LUNA16 When 25 labeled images are used, the fully-supervised model can only obtain a CPM score of 66.6%, whereas FocalMix boosts it to 78.1% with a