Amygdala Functional Connectivity in Young Women with Borderline Personality Disorder. - Kathryn Cullen; Nathalie Vizueta; Kathleen M. Thomas; Georges J. Han; Kelvin O. Lim; Jazmin Camchong; Bryon A. Mueller; Christopher Bell; Monika D. Heller; S. Charles Schulz (Brain Connect., 2011)

A multi-sensor visual tracking system for behavior monitoring of at-risk children. - Ravishankar Sivalingam; Anoop Cherian; Joshua Fasching; Nicholas Walczak; Nathaniel D. Bird; Vassilios Morellas; Barbara Murphy; Kathryn Cullen; Kelvin O. Lim; Guillermo Sapiro; Nikolaos Papanikolopoulos (ICRA, 2012)

Detecting risk-markers in children in a preschool classroom. - Joshua Fasching; Nicholas Walczak; Ravishankar Sivalingam; Kathryn Cullen; Barbara Murphy; Guillermo Sapiro; Vassilios Morellas; Nikolaos Papanikolopoulos (IROS, 2012)

A nonintrusive system for behavioral analysis of children using multiple RGB+depth sensors. - Nicholas Walczak; Joshua Fasching; William D. Toczyski; Ravishankar Sivalingam; Nathaniel D. Bird; Kathryn Cullen; Vassilios Morellas; Barbara Murphy; Guillermo Sapiro; Nikolaos Papanikolopoulos (WACV, 2012)

Classification of borderline personality disorder based on spectral power of resting-state fMRI. - Tingting Xu; Kathryn R. Cullen; Alaa Houri; Kelvin O. Lim; S. Charles Schulz; Keshab K. Parhi (EMBC, 2014)

Impaired Bottom-Up Effective Connectivity Between Amygdala and Subgenual Anterior Cingulate Cortex in Unmedicated Adolescents with Major Depression: Results from a Dynamic Causal Modeling Analysis. - Donald R. Musgrove; Lynn E. Eberly; Bonnie Klimes-Dougan; Zeynep Basgoze; Kathleen M. Thomas; Bryon A. Mueller; Alaa Houri; Kelvin O. Lim; Kathryn R. Cullen (Brain Connect., 2015)

Classification of obsessive-compulsive disorder from resting-state fMRI. - Bhaskar Sen; Gail A. Bernstein; Tingting Xu; Bryon A. Mueller; Mindy W. Schreiner; Kathryn R. Cullen; Keshab K. Parhi (EMBC, 2016)

Automated coding of activity videos from an OCD study. - Joshua Fasching; Nicholas Walczak; Gail A. Bernstein; Tasoulla Hadjiyanni; Kathryn Cullen; Vassilios Morellas; Nikolaos Papanikolopoulos (ICRA, 2016)

Exploring video descriptions for handwashing activities as part of an obsessive-compulsive disorder study. - Joshua Fasching; Nicholas Walczak; Tasoulla Hadjiyanni; Gail A. Bernstein; Kathryn Cullen; Mackenzie Mikkelsen; Nathan Studanski; Vassilios Morellas; Nikolaos Papanikolopoulos (MED, 2016)

Altered Structural Connection Between Hippocampus and Insula in Adolescent Major Depressive Disorder using DTI. - Shu-Hsien Chu; Christophe Lenglet; Mindy Westlund Schreiner; Bonnie Klimes-Dougan; Kathryn R. Cullen; Keshab K. Parhi (ACSSC, 2018)

Classifying Adolescent Major Depressive Disorder using Linear SVM with Anatomical Features from Diffusion Weighted Imaging. - Shu-Hsien Chu; Christophe Lenglet; Mindy Westlund Schreiner; Bonnie Klimes-Dougan; Kathryn R. Cullen; Keshab K. Parhi (ACSSC, 2018)

Biomarkers for Adolescent MDD from Anatomical Connectivity and Network Topology Using Diffusion MRI. - Shu-Hsien Chu; Christophe Lenglet; Mindy Westlund Schreiner; Bonnie Klimes-Dougan; Kathryn Cullen; Keshab K. Parhi (EMBC, 2018)

Anatomical Biomarkers for Adolescent Major Depressive Disorder from Diffusion Weighted Imaging using SVM Classifier. - Shu-Hsien Chu; Christophe Lenglet; Mindy Westlund Schreiner; Bonnie Klimes-Dougan; Kathryn Cullen; Keshab K. Parhi (EMBC, 2018)

Classifying Treated vs. Untreated MDD Adolescents from Anatomical Connectivity using Nonlinear SVM. - Shu-Hsien Chu; Christophe Lenglet; Mindy Westlund Schreiner; Bonnie Klimes-Dougan; Kathryn Cullen; Keshab K. Parhi (EMBC, 2018)

Toward identifying behavioral risk markers for mental health disorders: an assistive system for monitoring children's movements in a preschool classroom. - Nicholas Walczak; Joshua Fasching; Kathryn Cullen; Vassilios Morellas; Nikolaos Papanikolopoulos (Mach. Vis. Appl., 2018)

Classification of Major Depressive Disorder from Resting-State fMRI. - Bhaskar Sen; Bryon A. Mueller; Bonnie Klimes-Dougan; Kathryn Cullen; Keshab K. Parhi (EMBC, 2019)

Classification of Adolescent Major Depressive Disorder Via Static and Dynamic Connectivity. - Bhaskar Sen; Kathryn R. Cullen; Keshab K. Parhi (IEEE J. Biomed. Health Informatics, 2021)

DenseNet and Support Vector Machine classifications of major depressive disorder using vertex-wise cortical features. - Vladimir Belov; Tracy Erwin-Grabner; Ling-Li Zeng; Christopher R. K. Ching; André Aleman; Alyssa R. Amod; Zeynep Basgoze; Francesco Benedetti; Bianca Besteher; Katharina Brosch; Robin Bülow; Romain Colle; et al. (CoRR, 2023)

Characterizing the effects of age, puberty, and sex on variability in resting-state functional connectivity in late childhood and early adolescence. - Kelly A. Duffy; Andrea Wiglesworth; Donovan Roediger; Ellery Island; Bryon A. Mueller; Monica Luciana; Bonnie Klimes-Dougan; Kathryn R. Cullen; Mark Fiecas (NeuroImage, 2025)