Development of automated diagnostic methods for brain diseases, including:
- studies of the time-frequency characteristics of electroencephalograms (EEG), electromyograms (EMG), and accelerometer signals in patients with neurodegenerative diseases;
- studies of methods for quantitative assessment of interchannel phase synchronization of multichannel EEG signals in patients with traumatic brain injury of moderate severity and the dynamics of patient rehabilitation;
- studies of methods for automated detection of diagnostic indicators of multi-day multi-channel video-EEG monitoring of patients with epilepsy and delayed cerebral ischemia;
Research is carried out jointly with FSBI "Research Center of Neurology", the Institute of Higher Nervous Activity and Neurophysiology of the Russian Academy of Sciences, the Sklifosovsky Research Institute for Emergency Medicine of Moscow Healthcare Department.