
Vaibhav Sharma
Machine learning researcher and M.S. Computer Science student
Network
2.3K connectionsSummary
Work
Education
Projects
Writing
Improving annotation efficiency for fully labeling a breast mass segmentation dataset
May 1, 2025Presents 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.
Interpretable deep learning models for better clinician-AI communication in clinical mammography
January 1, 2022Work listed in Google Scholar related to interpretable models for clinician-AI communication in clinical mammography (cited in Google Scholar profile).
Hobbies
Writes and publishes in Hindi; contributed to Duke Hindi site and podcasts. duke
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