Kathryn Cullen

According to our database, Kathryn Cullen authored at least 18 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

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, Colm G. Connolly, Emmanuelle Corruble, Baptiste Couvy-Duchesne, Kathryn Cullen, Udo Dannlowski, Christopher G. Davey, Annemiek Dols, Jan Ernsting, Jennifer W. Evans, Lukas Fisch, Paola Fuentes-Claramonte, Ali Saffet Gonul, Ian H. Gotlib, Hans Jörgen Grabe, Nynke A. Groenewold, Dominik Grotegerd, Tim Hahn, J. Paul Hamilton, Laura K. M. Han, Ben J. Harrison, Tiffany C. Ho, Neda Jahanshad, Alec J. Jamieson, Andriana Karuk, Tilo Kircher, Bonnie Klimes-Dougan, Sheri-Michelle Koopowitz, Thomas M. Lancaster, Ramona Leenings, Meng Li, David E. J. Linden, Frank P. MacMaster, David M. A. Mehler, Susanne Meinert, Elisa Melloni, Bryon A. Mueller, Benson Mwangi, Igor Nenadic, Amar Ojha, Yasumasa Okamoto, Mardien L. Oudega, Brenda W. J. H. Penninx, Sara Poletti, Edith Pomarol-Clotet, Maria J. Portella, Elena Pozzi, Joaquim Radua, Elena Rodríguez-Cano, Matthew D. Sacchet, Raymond Salvador, Anouk Schrantee, Kang Sim, Jair C. Soares, Aleix Solanes, Dan J. Stein, Frederike Stein, Aleks Stolicyn, Sophia I. Thomopoulos, Yara J. Toenders, Aslihan Uyar-Demir, Eduard Vieta, Yolanda Vives-Gilabert, Henry Völzke, Martin Walter, Heather C. Whalley, Sarah Whittle, Nils R. Winter, Katharina Wittfeld, Margaret J. Wright, Mon-Ju Wu, Tony T. Yang, Carlos Zarate, Dick J. Veltman, Lianne Schmaal, Paul M. Thompson, Roberto Goya-Maldonado

CoRR, 2023

2021

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

2019

Classification of Major Depressive Disorder from Resting-State fMRI.

Bhaskar Sen, Bryon A. Mueller, Bonnie Klimes-Dougan, Kathryn Cullen, Keshab K. Parhi

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

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

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

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 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

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 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

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 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

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

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

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

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

Proceedings of the 24th Mediterranean Conference on Control and Automation, 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

Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

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

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015

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

2014

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

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

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

Proceedings of the IEEE Workshop on Applications of Computer Vision, 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

Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

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

Proceedings of the IEEE International Conference on Robotics and Automation, 2012

2011

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