Kathryn Cullen

Orcid: 0000-0001-9631-3770

According to our database1, Kathryn Cullen authored at least 18 papers between 2011 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
DenseNet and Support Vector Machine classifications of major depressive disorder using vertex-wise cortical features.
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CoRR, 2023

2021
Classification of Adolescent Major Depressive Disorder Via Static and Dynamic Connectivity.
IEEE J. Biomed. Health Informatics, 2021

2019
Classification of Major Depressive Disorder from Resting-State fMRI.
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.
Mach. Vis. Appl., 2018

Classifying Treated vs. Untreated MDD Adolescents from Anatomical Connectivity using Nonlinear SVM.
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.
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.
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.
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.
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.
Proceedings of the 24th Mediterranean Conference on Control and Automation, 2016

Automated coding of activity videos from an OCD study.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Classification of obsessive-compulsive disorder from resting-state fMRI.
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.
Brain Connect., 2015

2014
Classification of borderline personality disorder based on spectral power of resting-state fMRI.
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.
Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

Detecting risk-markers in children in a preschool classroom.
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.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

2011
Amygdala Functional Connectivity in Young Women with Borderline Personality Disorder.
Brain Connect., 2011


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