Current Appointments & Affiliations
Recent Publications
Fréchet radiomic distance (FRD): A versatile metric for comparing medical imaging datasets.
Journal Article Med Image Anal · January 24, 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 CiteSegment anything model for medical image analysis: An experimental study.
Journal Article Med Image Anal · October 2023 Training segmentation models for medical images continues to be challenging due to the limited availability of data annotations. Segment Anything Model (SAM) is a foundation model trained on over 1 billion annotations, predominantly for natural images, tha ... Full text Link to item CiteRecent Grants
Harmonization of breast MRI data
ResearchResearch Assistant · Awarded by National Institute of Biomedical Imaging and Bioengineering · 2022 - 2026View All Grants