Dr. Shin is a senior research associate at the Department of Biomedical Engineering of the University of Southern California. His primary research interests are: statistical signal processing, linear and nonlinear dynamic modeling of biomedical systems, with special focus on multi-input/multi-output and closed-loop modeling with applications to neural information processing and physiological autoregulation.
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