Using the eye as a non-invasive window into the brain to detect disease through advanced entropy and biological complexity analyses of ERG signals.
Developing robust, AI-driven pipelines to classify clinical outcomes using complex, multi-modal physiological time-series data.
Engineering biophysical models of nerve fibers and neural networks to optimize electrical stimulation therapies, exploring high-frequency effects and membrane dynamics.