Early detection of depression through facial expression recognition and electroencephalogram-based artificial intelligence-assisted graphical user interface

G Kumar, T Das, K Singh - Neural Computing and Applications, 2024 - Springer
Psychological disorders have increased globally at an alarming rate. Among these
disorders, depression stands out as one of the leading and most prevalent conditions that …

A machine learning based depression screening framework using temporal domain features of the electroencephalography signals

S Khan, SM Umar Saeed, J Frnda, A Arsalan, R Amin… - Plos one, 2024 - journals.plos.org
Depression is a serious mental health disorder affecting millions of individuals worldwide.
Timely and precise recognition of depression is vital for appropriate mediation and effective …