Vaibhav Sharma

Presents an active learning framework to reduce expert annotator input for pixel-wise segmentation of breast masses in 2D digital mammography; publishes a dataset of 1,136 annotated masses and reports a 44% reduction in expert annotation effort.

Work listed in Google Scholar related to interpretable models for clinician-AI communication in clinical mammography (cited in Google Scholar profile).