The research began as a scientific test of whether subtle changes in pupil dilation and eye movement could reveal deception as reliably as a polygraph.
Abstract: To overcome the subjectivity inherent in traditional depression diagnosis, this study explored the potential for objective detection using multimodal physiological signals and deep learning.