Current Appointments & Affiliations
Associate Professor of Radiology
·
2024 - Present
Radiology, Breast Imaging,
Radiology
Member of the Duke Cancer Institute
·
2015 - Present
Duke Cancer Institute,
Institutes and Centers
Recent Publications
Fréchet radiomic distance (FRD): A versatile metric for comparing medical imaging datasets.
Journal Article Med Image Anal · May 2026 Determining whether two sets of images belong to the same or different distributions or domains is a crucial task in modern medical image analysis and deep learning; for example, to evaluate the output quality of image generative models. Currently, metrics ... Full text Link to item CiteLessons Learned in the Early Adoption of Method of Detection Reporting.
Journal Article J Breast Imaging · April 16, 2026 Until recently, no breast cancer database in the United States records how breast cancers are initially detected, and, therefore, current data lack the fundamental ability to link breast cancer outcomes to screening directly. Consequently, the magnitude an ... Full text Link to item CiteBreast area affects the performance of a commercial artificial intelligence algorithm assessment of negative digital breast tomosynthesis exams.
Journal Article Eur J Radiol · April 13, 2026 OBJECTIVE: To understand whether cancer-neutral image attributes (breast area and number of slices) impact an AI algorithm assessment of negative digital breast tomosynthesis (DBT) screening exams. METHODS: This retrospective cohort study included women fr ... Full text Link to item CiteRecent Grants
Comparing an Operation to Monitoring, with or without Endocrine Therapy (COMET), for low-risk DCIS - clinical follow-up
ResearchCo Investigator · Awarded by Department of Defense · 2026 - 2030Dynamic imaging and tissue biomarker models to delineate indolent from aggressive breast calcifications
ResearchPrincipal Investigator · Awarded by National Cancer Institute · 2022 - 2027Multimodal AI in breast imaging
ResearchPrincipal Investigator · Awarded by University of Pittsburgh · 2025 - 2027View All Grants
Education
Yale University ·
2009
M.H.S.
Yale University, School of Medicine ·
2009
M.D.
Stanford University ·
2004
B.S.