Dominique Duncan, PhD
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University of Pennsylvania
Philadelphia, Pennsylvania, USA
Dominique Duncan, PhD, is an Associate Professor of Neurology, Bioengineering, and Neurosurgery at the University of Pennsylvania, where she leads transformative research at the intersection of neuroscience, biomedical engineering, and informatics with a focus on post-traumatic epilepsy (PTE). With a multidisciplinary background spanning mathematics, electrical engineering, and neuroscience, Dr. Duncan has dedicated her career to developing innovative informatics infrastructures that unlock the potential of large-scale, multimodal biomedical data. Her work addresses critical challenges in data standardization, harmonization, analysis, and sharing—paving the way for collaborative, data-driven discovery in PTE and other neurological disorders. Her lab has implemented scalable analytic tools that leverage machine learning, signal processing, and geometry-based methods to extract meaningful patterns from high-dimensional datasets, including EEG and MRI. These tools are embedded within user-friendly interfaces, allowing researchers to interact dynamically with data, run customized analyses, and visualize complex relationships across modalities.