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

Transdiagnostic alterations in white matter microstructure associated with suicidal thoughts and behaviours in the ENIGMA Suicidal Thoughts and Behaviours consortium.

Journal: medRxiv : the preprint server for health sciences

Publication Year: 

Authors & Co-authors:  van Velzen Laura S LS Colic Lejla L Ceja Zuriel Z Dauvermann Maria R MR Villa Luca M LM Savage Hannah S HS Toenders Yara J YJ Dehestani Niousha N Zhu Alyssa H AH Campos Adrian I AI

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