A fusion-based technique with hybrid swarm algorithm and deep learning for biosignal classification

SK Prabhakar, H Rajaguru, C Kim… - Frontiers in Human …, 2022 - frontiersin.org
The vital data about the electrical activities of the brain are carried by the
electroencephalography (EEG) signals. The recordings of the electrical activity of brain …

Enhanced performance by interpretable low-frequency electroencephalogram oscillations in the machine learning-based diagnosis of post-traumatic stress disorder

M Shim, CH Im, SH Lee, HJ Hwang - Frontiers in neuroinformatics, 2022 - frontiersin.org
Electroencephalography (EEG)-based diagnosis of psychiatric diseases using machine-
learning approaches has made possible the objective diagnosis of various psychiatric …