Current Appointments & Affiliations
Associate Professor of Biostatistics & Bioinformatics
·
2024 - Present
Biostatistics & Bioinformatics, Division of Translational Biomedical,
Biostatistics & Bioinformatics
Associate Professor in the Department of Electrical and Computer Engineering
·
2024 - Present
Pierre R. Lamond Department of Electrical and Computer Engineering,
Pratt School of Engineering
Associate Professor in Surgery
·
2025 - Present
Surgery, Minimally Invasive Surgery,
Surgery
Member of Duke Center for Applied Genomics and Precision Medicine
·
2014 - Present
The Precision Medicine Program,
Medicine
Member in the Duke Clinical Research Institute
·
2024 - Present
Duke Clinical Research Institute,
Institutes and Centers
Recent Publications
Adverse pregnancy outcomes and development of short-term cardiovascular disease risk factors.
Journal Article Am J Obstet Gynecol MFM · February 2026 BACKGROUND: There are limited data defining the rate of progression of the development of adverse pregnancy outcomes and short-term cardiovascular risk factors in a contemporary cohort. OBJECTIVE: This study aimed to examine the association between adverse ... Full text Link to item CiteMachine Learning Risk Prediction for Treated Retinopathy of Prematurity in Infants.
Journal Article Neonatology · November 18, 2025 INTRODUCTION: Retinopathy of prematurity (ROP) is a leading cause of childhood blindness. However, current screening guidelines may be overly broad, necessitating better models to detect high-risk infants. METHODS: From a multicenter cohort of 103,701 infa ... Full text Link to item CiteAssessing Scale and Predictive Diversity in Models for Single-Cell Transcriptomics based on Geneformer
Preprint · November 5, 2025 Full text CiteRecent Grants
Machine Learning Guided Precision Genetic Testing for Identification of Monogenic Cardiovascular Disorders
ResearchSignificant Contributor · Awarded by National Heart, Lung, and Blood Institute · 2024 - 2028Synthesizing immunoinformatics and genetic epidemiology to identify signatures of natural functional immunity to malaria parasites
ResearchCollaborator · Awarded by National Institute of Allergy and Infectious Diseases · 2023 - 2028Leveraging machine learning for cardiovascular disease risk prediction and prevention in women with a history of adverse pregnancy outcomes
ResearchCo Investigator · Awarded by Brigham and Women's Hospital · 2023 - 2027View All Grants
Education, Training & Certifications
Technical University of Denmark (Denmark) ·
2011
Ph.D.