no code implementations • 22 May 2019 • Lubna Shibly Mokatren, Rashid Ansari, Ahmet Enis Cetin, Alex D. Leow, Heide Klumpp, Olusola Ajilore, Fatos Yarman Vural
Performance of two classification models - model 1 that ignores the sensor layout and model 2 that factors it in - is investigated and found to achieve consistently higher detection accuracy.
no code implementations • 7 Dec 2018 • Lubna Shibly Mokatren, Rashid Ansari, Ahmet Enis Cetin, Alex D. Leow, Olusola Ajilore, Heide Klumpp, Fatos T. Yarman Vural
The problem of detecting the presence of Social Anxiety Disorder (SAD) using Electroencephalography (EEG) for classification has seen limited study and is addressed with a new approach that seeks to exploit the knowledge of EEG sensor spatial configuration.
1 code implementation • 29 Aug 2018 • He Huang, Bokai Cao, Philip S. Yu, Chang-Dong Wang, Alex D. Leow
Mood disorders are common and associated with significant morbidity and mortality.
Human-Computer Interaction Computers and Society
no code implementations • 19 Jun 2018 • Ye Liu, Lifang He, Bokai Cao, Philip S. Yu, Ann B. Ragin, Alex D. Leow
Network analysis of human brain connectivity is critically important for understanding brain function and disease states.
no code implementations • 23 Mar 2018 • Bokai Cao, Lei Zheng, Chenwei Zhang, Philip S. Yu, Andrea Piscitello, John Zulueta, Olu Ajilore, Kelly Ryan, Alex D. Leow
The increasing use of electronic forms of communication presents new opportunities in the study of mental health, including the ability to investigate the manifestations of psychiatric diseases unobtrusively and in the setting of patients' daily lives.