IEEE

Orthogonal Annotation Benefits Barely-supervised Medical Image Segmentation

Abstract: Recent trends in semi-supervised learning have significantly boosted the performance of 3D semi-supervised medical image segmentation. Compared with 2D images, 3D medical volumes involve ...
IEEE

Human-in-the-Loop Machine Learning: Active learning and annotation for human-centered AI

Abstract: Most machine learning systems that are deployed in the world today learn from human feedback. However, most machine learning courses focus almost exclusively on the algorithms, not the human ...