Current Appointments & Affiliations
Associate Professor of Biostatistics & Bioinformatics
·
2024 - Present
Biostatistics & Bioinformatics, Division of Translational Biomedical,
Biostatistics & Bioinformatics
Assistant Professor in the Department of Electrical and Computer Engineering
·
2024 - Present
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
Letter by Rich-Edwards et al Regarding Article, "Assessing the Accuracy of Cardiovascular Disease Prediction Using Female-Specific Risk Factors in Women Aged 45 to 69 Years in the UK Biobank Study".
Journal Article Circ Cardiovasc Qual Outcomes · June 16, 2025 Full text Link to item CiteDevelopment of a natural language processing algorithm to extract social determinants of health from clinician notes.
Journal Article Am J Transplant · June 2025 Disparities in access to the organ transplant waitlist are well-documented, but research into modifiable factors has been limited due to a lack of access to organized prewaitlisting data. This study aimed to develop a natural language processing (NLP) algo ... Full text Link to item CiteMachine Learning Computer Vision Point of Care Decision Support of Echocardiographic Identification of Hypertrophic Cardiomyopathy.
Conference JACC Adv · May 2025 BACKGROUND: Hypertrophic cardiomyopathy (HCM) remains underdiagnosed, and artificial intelligence tools for echocardiographic recognition have been hampered by lack of insight into drivers of model predictions and ease of implementation. OBJECTIVES: The pu ... Full text Link to item CiteRecent Grants
Machine Learning Guided Precision Genetic Testing for Identification of Monogenic Cardiovascular Disorders
ResearchSignificant Contributor · Awarded by National Institutes of Health · 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.