Dr. Marmarelis is a Professor of Biomedical Engineering at USC and co-Director of the Biomedical Simulations Resource, a research center funded by NIH. His research interests are dynamic nonlinear modeling of biomedical systems; neural information processing; modeling of physiological autoregulation; multimodal ultrasound tomography (MUT) for diagnostic imaging; and model-based diagnostic physiomarkers.
JTEHM, Articles, Published ArticlesPrincipal Dynamic Mode Analysis of EEG Data for Assisting the Diagnosis of Alzheimer’s Disease
We examine whether modeling of the causal dynamic relationships between frontal and occipital electroencephalogram (EEG) time-series recordings reveal reliable differentiating characteristics of Alzheimer’s patients versus control subjects in a manner that may assist clinical diagnosis of Alzheimer’s disease (AD). The... Read more
Posted on 5 FEB 2015
OJEMB, ArticlesPredictive modeling of Covid-19 data in the US: Adaptive phase-space approach
There are currently intensified efforts by the scientific community world-wide to analyze the dynamics of the Covid-19 pandemic in order to predict key epidemiological effects and assist the proper planning for its clinical management, as well as guide sociopolitical decision-making... Read more
Posted on 17 AUG 2020