Is Complete Labeling Necessary? Understanding Active Learning in Longitudinal Medical Imaging

Siteng Ma, Honghui Du, Prateek Mathur +4

Detecting changes in longitudinal medical imaging using deep learning requires a substantial amount of accurately labeled data. However, labeling these images is notably more costl…