Current Appointments & Affiliations
Assistant Research Professor in the Department of Electrical and Computer Engineering
·
2020 - Present
Electrical and Computer Engineering,
Pratt School of Engineering
Assistant Professor in Neurology
·
2024 - Present
Neurology,
Clinical Science Departments
Recent Publications
Assessing the Impact of Population Data Domain Differences on Transfer Learning in P300-based Brain-Computer Interfaces (Student Abstract)
Conference Proceedings of the AAAI Conference on Artificial Intelligence · April 11, 2025 Brain-computer interfaces (BCIs) can provide a means of communication for individuals with severe neuromuscular diseases, the target end-users. While personalized BCI machine learning models are the current standard, models trained on data from oth ... Full text CiteDeep Learning Resolves Myovascular Dynamics in the Failing Human Heart.
Journal Article JACC Basic Transl Sci · May 2024 The adult mammalian heart harbors minute levels of cycling cardiomyocytes (CMs). Large numbers of images are needed to accurately quantify cycling events using microscopy-based methods. CardioCount is a new deep learning-based pipeline to rigorously score ... Full text Link to item CiteObjective intelligibility measurement of reverberant vocoded speech for normal-hearing listeners: Towards facilitating the development of speech enhancement algorithms for cochlear implants.
Journal Article The Journal of the Acoustical Society of America · March 2024 Cochlear implant (CI) recipients often struggle to understand speech in reverberant environments. Speech enhancement algorithms could restore speech perception for CI listeners by removing reverberant artifacts from the CI stimulation pattern. Listening st ... Full text CiteRecent Grants
Leveraging Natural Language Processing for Reverberant Speech Enhancement in Cochlear Implants
ResearchCo Investigator · Awarded by National Institutes of Health · 2023 - 2025Closed-Loop Stimulus Optimisation to Increase Communication Efficiency in Brain-Computer Interfaces
ResearchPrincipal Investigator · Awarded by National Institutes of Health · 2020 - 2023Using Machine Learning to Mitigate Reverberation Effects in Cochlear Implants
ResearchResearch Scientist · Awarded by National Institutes of Health · 2015 - 2021View All Grants
Education, Training & Certifications
Duke University ·
2016
Ph.D.