Classification of Major Depressive Disorder Using Vertex-Wise Brain Sulcal Depth, Curvature, and Thickness with a Deep and a Shallow Learning Model.

Journal: ArXiv

Publication Year: 

Authors & Co-authors:  Goya-Maldonado Roberto R Erwin-Grabner Tracy T Zeng Ling-Li LL Ching Christopher R K CRK Aleman Andre A Amod Alyssa R AR Basgoze Zeynep Z Benedetti Francesco F Besteher Bianca B Brosch Katharina K

Classification of Major Depressive Disorder Using Vertex-Wise Brain Sulcal Depth, Curvature, and Thickness with a Deep and a Shallow Learning Model.

Journal: ArXiv

Publication Year: 

Authors & Co-authors:  Goya-Maldonado Roberto R Erwin-Grabner Tracy T Zeng Ling-Li LL Ching Christopher R K CRK Aleman Andre A Amod Alyssa R AR Basgoze Zeynep Z Benedetti Francesco F Besteher Bianca B Brosch Katharina K

No Alterations of Brain Structural Asymmetry in Major Depressive Disorder: An ENIGMA Consortium Analysis.

Journal: The American journal of psychiatry

Publication Year: 2020

Authors & Co-authors:  de Kovel Carolien G F CGF Aftanas Lyubomir L Aleman André A Alexander-Bloch Aaron F AF Baune Bernhard T BT Brack Ivan I Bülow Robin R Busatto Filho Geraldo G Carballedo Angela A Connolly Colm G CG

ENIGMA MDD: seven years of global neuroimaging studies of major depression through worldwide data sharing.

Journal: Translational psychiatry

Publication Year: 2021

Authors & Co-authors:  Schmaal Lianne L Pozzi Elena E C Ho Tiffany T van Velzen Laura S LS Veer Ilya M IM Opel Nils N Van Someren Eus J W EJW Han Laura K M LKM Aftanas Lybomir L Aleman André A

Multi-site benchmark classification of major depressive disorder using machine learning on cortical and subcortical measures.

Journal: Scientific reports

Publication Year: 2024

Authors & Co-authors:  Belov Vladimir V Erwin-Grabner Tracy T Aghajani Moji M Aleman Andre A Amod Alyssa R AR Basgoze Zeynep Z Benedetti Francesco F Besteher Bianca B Bülow Robin R Ching Christopher R K CRK