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Sujata Vijay Ghate

Professor of Radiology
Radiology, Breast Imaging
Duke Box 3808, Durham, NC 27710
40 Duke Medicine Circle, Durham, NC 27710

Current Appointments & Affiliations


Professor of Radiology · 2023 - Present Radiology, Breast Imaging, Radiology

Recent Publications


Cross-site Validation of AI Segmentation and Harmonization in Breast MRI.

Journal Article J Imaging Inform Med · June 2025 This work aims to perform a cross-site validation of automated segmentation for breast cancers in MRI and to compare the performance to radiologists. A three-dimensional (3D) U-Net was trained to segment cancers in dynamic contrast-enhanced axial MRIs usin ... Full text Link to item Cite

Feasibility of Prospective Assignment of Initial Method of Detection of Breast Cancer: A Multicenter Pilot Study.

Journal Article J Am Coll Radiol · July 2024 OBJECTIVE: To determine the feasibility of standardized, prospective assignment of initial method of detection (MOD) of breast cancer by radiologists in diverse practice settings. METHODS: This multicenter, retrospective study analyzed the rate of assignme ... Full text Link to item Cite

Screening the Implant-Augmented Breast with Digital Breast Tomosynthesis: Is Tomosynthesis Necessary for Non-implant-Displaced Views?

Journal Article J Breast Imaging · May 27, 2024 OBJECTIVE: To determine cancer visualization utility and radiation dose for non-implant-displaced (ID) views using standard protocol with digital breast tomosynthesis (DBT) vs alternative protocol with 2D only when screening women with implant augmentation ... Full text Link to item Cite
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Recent Grants


Machine learning and collaborative filtering tools for personalized education in digital breast tomosynthesis

ResearchInvestigator · Awarded by National Institutes of Health · 2016 - 2022

Can contrast dynamics in breast MRI predict genomic intra-tumor heterogeneity

ResearchInvestigator · Awarded by Bracco Diagnostics, Inc. · 2016 - 2020

Diagnostic Utility of MRI in Female Patients with Nipple Discharge: A Prospective Trial

Clinical TrialPrincipal Investigator · Awarded by Bracco Diagnostics, Inc. · 2016 - 2020

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Education, Training & Certifications


University of North Carolina, Chapel Hill · 1994 M.D.