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

Interactive impact of childhood maltreatment, depression, and age on cortical brain structure: mega-analytic findings from a large multi-site cohort.

Journal: Psychological medicine

Publication Year: 2021

Authors & Co-authors:  Tozzi Leonardo L Garczarek Lisa L Janowitz Deborah D Stein Dan J DJ Wittfeld Katharina K Dobrowolny Henrik H Lagopoulos Jim J Hatton Sean N SN Hickie Ian B IB Carballedo Angela A

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

White matter disturbances in major depressive disorder: a coordinated analysis across 20 international cohorts in the ENIGMA MDD working group.

Journal: Molecular psychiatry

Publication Year: 2021

Authors & Co-authors:  van Velzen Laura S LS Kelly Sinead S Isaev Dmitry D Aleman Andre A Aftanas Lyubomir I LI Bauer Jochen J Baune Bernhard T BT Brak Ivan V IV Carballedo Angela A Connolly Colm G CG

ENIGMA and global neuroscience: A decade of large-scale studies of the brain in health and disease across more than 40 countries.

Journal: Translational psychiatry

Publication Year: 2021

Authors & Co-authors:  Thompson Paul M PM Jahanshad Neda N Ching Christopher R K CRK Salminen Lauren E LE Thomopoulos Sophia I SI Bright Joanna J Baune Bernhard T BT Bertolín Sara S Bralten Janita J Bruin Willem B WB

Subcortical shape alterations in major depressive disorder: Findings from the ENIGMA major depressive disorder working group.

Journal: Human brain mapping

Publication Year: 2022

Authors & Co-authors:  Ho Tiffany C TC Gutman Boris B Pozzi Elena E Grabe Hans J HJ Hosten Norbert N Wittfeld Katharina K Völzke Henry H Baune Bernhard B Dannlowski Udo U Förster Katharina K

Brain aging in major depressive disorder: results from the ENIGMA major depressive disorder working group.

Journal: Molecular psychiatry

Publication Year: 2022

Authors & Co-authors:  Han Laura K M LKM Dinga Richard R Hahn Tim T Ching Christopher R K CRK Eyler Lisa T LT Aftanas Lyubomir L Aghajani Moji M Aleman André A Baune Bernhard T BT Berger Klaus K

ENIGMA-Sleep: Challenges, opportunities, and the road map.

Journal: Journal of sleep research

Publication Year: 2021

Authors & Co-authors:  Tahmasian Masoud M Aleman André A Andreassen Ole A OA Arab Zahra Z Baillet Marion M Benedetti Francesco F Bresser Tom T Bright Joanna J Chee Michael W L MWL Chylinski Daphne D

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