Dominique Duncan, PhD
Associate Professor of Neurology (Informatics)
Dr. Dominique Duncan is an Associate Professor of Neurology, Bioengineering, Informatics, and Neurosurgery at the University of Pennsylvania. Her research focuses on biomedical data infrastructure and multimodal data integration for neurological diseases. She develops scalable informatics platforms that standardize, harmonize, and analyze large heterogeneous datasets, including neuroimaging, electrophysiology, and clinical records.
Her laboratory designs algorithms and computational tools using machine learning, signal processing, and geometry-based modeling, embedded within interactive analytic environments that enable reproducible and collaborative research. Her work emphasizes translation: transforming large-scale biomedical data into deployable clinical decision-support systems and operational research platforms.
Education
- PhD, Electrical Engineering, Yale University 2013
- MPhil, Electrical Engineering, Yale University 2010
- MS, Electrical Engineering, Yale University 2009
- BS, Mathematics and Polish Literature, University of Chicago 2007
Contact Info
3535 Market St.
Office 723
dominique.duncan@pennmedicine.upenn.edu