154 citations · 203 across the 16 of their papers we have counts for
6 papers · 1 filter
EEG Classification based on Image Configuration in Social Anxiety Disorder
Lubna Shibly Mokatren, Rashid Ansari, Ahmet Enis Cetin +4
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 appr…
dpMood: Exploiting Local and Periodic Typing Dynamics for Personalized Mood Prediction
He Huang, Bokai Cao, Philip S. Yu +2
Mood disorders are common and associated with significant morbidity and mortality. Early diagnosis has the potential to greatly alleviate the burden of mental illness and the ever…
Exact Combinatorial Inference for Brain Images
Moo K. Chung, Zhan Luo, Alex D. Leow +3
The permutation test is known as the exact test procedure in statistics. However, often it is not exact in practice and only an approximate method since only a small fraction of ev…
Multi-View Multi-Graph Embedding for Brain Network Clustering Analysis
Ye Liu, Lifang He, Bokai Cao +3
Network analysis of human brain connectivity is critically important for understanding brain function and disease states. Embedding a brain network as a whole graph instance into a…
DeepMood: Modeling Mobile Phone Typing Dynamics for Mood Detection
Bokai Cao, Lei Zheng, Chenwei Zhang +6
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 psychia…
Sex-by-age differences in the resting-state brain connectivity
Sean D. Conrin, Liang Zhan, Zachery D. Morrissey +6
Recently we developed a novel method for assessing the hierarchical modularity of functional brain networks - the probability associated community estimation(PACE). The PACE algori…