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

Machine Learning for Large-Scale Quality Control of 3D Shape Models in Neuroimaging.

Journal: Machine learning in medical imaging. MLMI (Workshop)

Publication Year: 

Authors & Co-authors:  Petrov Dmitry D Gutman Boris A BA Yu Shih-Hua Julie SJ van Erp Theo G M TGM Turner Jessica A JA Schmaal Lianne L Veltman Dick D Wang Lei L Alpert Kathryn K Isaev Dmitry D

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

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 structural abnormalities in obesity: relation to age, genetic risk, and common psychiatric disorders : Evidence through univariate and multivariate mega-analysis including 6420 participants from the ENIGMA MDD working group.

Journal: Molecular psychiatry

Publication Year: 2022

Authors & Co-authors:  Opel Nils N Thalamuthu Anbupalam A Milaneschi Yuri Y Grotegerd Dominik D Flint Claas C Leenings Ramona R Goltermann Janik J Richter Maike M Hahn Tim T Woditsch Georg G

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

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

Correction: Brain structural abnormalities in obesity: relation to age, genetic risk, and common psychiatric disorders.

Journal: Molecular psychiatry

Publication Year: 

Authors & Co-authors:  Opel Nils N Thalamuthu Anbupalam A Milaneschi Yuri Y Grotegerd Dominik D Flint Claas C Leenings Ramona R Goltermann Janik J Richter Maike M Hahn Tim T Woditsch Georg G

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