Current Duke Appointments & Affiliations
Assistant Professor of Biostatistics & Bioinformatics
·
2024 - Present
Biostatistics & Bioinformatics, Division of Translational Biomedical,
Biostatistics & Bioinformatics
Assistant Professor of Computer Science
·
2024 - Present
Computer Science,
Trinity College of Arts & Sciences
Assistant Professor of Biomedical Engineering
·
2025 - Present
Biomedical Engineering,
Pratt School of Engineering
Recent Scholarly Works
Characterization of menopause onset and associated disease risks using large-scale electronic health records
Preprint · 2026 Menopause affects over one billion women worldwide, yet remains poorly characterized at scale. We apply an ICD-10-based phenotyping algorithm to electronic health records (EHR) from an academic medical center ( n =33,444 women aged 35–64) and a safety-net ... Full text CiteHeterogeneity across race and ethnicity for menopause onset
Preprint · 2026 The heterogeneity onset of menopause varies across racial and ethnic groups, yet this heterogeneity may partially reflect methodological differences rather than true biological differences. Using the All of Us Research Program Controlled Tier dataset (v8), ... Full text CiteThe evaluation illusion of large language models in medicine.
Journal article NPJ Digit Med · October 7, 2025 While large language models (LLMs) hold promise for transforming clinical healthcare, current comparisons and benchmark evaluations of large language models in medicine often fail to capture real-world efficacy. Specifically, we highlight how key discrepan ... Full text Link to item CiteRecent Grants
Computational Biology and Bioinformatics Training Grant
Inst. Training Prgm or CMEMentor · Awarded by National Institutes of Health · 2026 - 2031High-performance Computing for Catalyzing Foundation Models in Medicine
EquipmentPrincipal Investigator · Awarded by North Carolina Biotechnology Center · 2026 - 2027View All Grants
Education
Massachusetts Institute of Technology ·
2023
Ph.D.