Classifying Adolescent Major Depressive Disorder using Linear SVM with Anatomical Features from Diffusion Weighted Imaging

Depressive Disorder ◽

Diffusion Weighted Imaging ◽

Major Depressive ◽

Anatomical Features ◽

Diffusion Weighted ◽

Linear Svm

2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

Anatomical Biomarkers for Adolescent Major Depressive Disorder from Diffusion Weighted Imaging using SVM Classifier

10.1109/embc.2018.8512852 ◽

2018 ◽

Cited By ~ 5

Author(s):

Shu-Hsien Chu ◽

Christophe Lenglet ◽

Mindy Westlund Schreiner ◽

Bonnie Klimes-Dougan ◽

Kathryn Cullen ◽

...

Keyword(s):

Depressive Disorder ◽

Diffusion Weighted Imaging ◽

Svm Classifier ◽

Major Depressive ◽

Diffusion Weighted

Longitudinal diffusion weighted imaging of limbic regions in patients with major depressive disorder after 6 years and partial to full remission

Psychiatry Research Neuroimaging ◽

10.1016/j.pscychresns.2019.04.004 ◽

2019 ◽

Vol 287 ◽

pp. 75-86 ◽

Cited By ~ 1

Author(s):

Kelly Doolin ◽

Sinaoife Andrews ◽

Angela Carballedo ◽

Hazel McCarthy ◽

Erik O'Hanlon ◽

...

Keyword(s):

Depressive Disorder ◽

Diffusion Weighted Imaging ◽

Longitudinal Diffusion ◽

Major Depressive ◽

Full Remission ◽

Diffusion Weighted ◽

Limbic Regions

Support Vector Machine Classification of Major Depressive Disorder Using Diffusion-Weighted Neuroimaging and Graph Theory

Frontiers in Psychiatry ◽

10.3389/fpsyt.2015.00021 ◽

2015 ◽

Vol 6 ◽

Cited By ~ 48

Author(s):

Matthew D. Sacchet ◽

Gautam Prasad ◽

Lara C. Foland-Ross ◽

Paul M. Thompson ◽

Ian H. Gotlib

Keyword(s):

Support Vector Machine ◽

Graph Theory ◽

Depressive Disorder ◽

Support Vector ◽

Major Depressive ◽

Support Vector Machine Classification ◽

Diffusion Weighted

Epidural Cortical Stimulation of the Left Dorsolateral Prefrontal Cortex for Refractory Major Depressive Disorder

Yearbook of Neurology and Neurosurgery ◽

10.1016/j.yneu.2012.05.049 ◽

2012 ◽

Vol 2012 ◽

pp. 235-236

Author(s):

P. House

Keyword(s):

Prefrontal Cortex ◽

Depressive Disorder ◽

Dorsolateral Prefrontal Cortex ◽

Cortical Stimulation ◽

Major Depressive ◽

Dorsolateral Prefrontal ◽

Epidural Cortical Stimulation ◽

Stimulation Of

Supplemental Material for Effort-Based Decision-Making in Major Depressive Disorder: A Translational Model of Motivational Anhedonia

Journal of Abnormal Psychology ◽

10.1037/a0028813.supp ◽

2012 ◽

Keyword(s):

Decision Making ◽

Depressive Disorder ◽

Translational Model ◽

Supplemental Material for Emotion–Behavior Decoupling in Individuals With Schizophrenia, Bipolar Disorder, and Major Depressive Disorder

Journal of Abnormal Psychology ◽

10.1037/abn0000499.supp ◽

2020 ◽

Keyword(s):

Bipolar Disorder ◽

Depressive Disorder ◽

Explaining the higher prevalence of major depressive disorder observed in lower socioeconomic status groups: Incidence, duration or recurrence?

PsycEXTRA Dataset ◽

10.1037/e508992013-177 ◽

2005 ◽

Author(s):

Amber Bielecky ◽

Cameron Mustard ◽

William Gnam ◽

Sheilah Hogg-Johnson

Keyword(s):

Socioeconomic Status ◽

Depressive Disorder ◽

Lower Socioeconomic Status ◽

Major Depressive ◽

Lower Socioeconomic

Study of the relationship between episodic memory performance and hippocampal subfield volumes in major depressive disorder

PsycEXTRA Dataset ◽

10.1037/e534982014-059 ◽

2013 ◽

Author(s):

N. V. Malykhin ◽

S. Travis ◽

Y. Huang ◽

N. J. Coupland ◽

P. Silverstone ◽

...

Keyword(s):

Depressive Disorder ◽

Episodic Memory ◽

Memory Performance ◽

Major Depressive ◽

The Relationship

Major Depressive Disorder Among Adults

PsycEXTRA Dataset ◽

10.1037/e619682011-001 ◽

2010 ◽

Keyword(s):

Depressive Disorder ◽

Management of Major Depressive Disorder (MDD)

PsycEXTRA Dataset ◽

10.1037/e626732011-001 ◽

2009 ◽

Keyword(s):

Depressive Disorder ◽