Brain-based classification of youth with anxiety disorders: transdiagnostic examinations within the ENIGMA-Anxiety database using machine learning

Neuroanatomical findings on youth anxiety disorders are notoriously difficult to replicate, small in effect size, and have limited clinical relevance. These concerns have prompted a paradigm shift towards highly powered (i.e., big data) individual-level inferences, which are data-driven, transdiagno...

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Main Authors: Bruin, WB, Zhutovsky, P, van Wingen, GA, Bas-Hoogendam, JM, Groenewold, NA, Hilbert, K, Winkler, AM, Zugman, A, Agosta, F, Åhs, F, Andreescu, C, Antonacci, C, Asami, T, Assaf, M, Barber, JP, Bauer, J, Bavdekar, SY, Beesdo-Baum, K, Benedetti, F, Bernstein, R, Björkstrand, J, Blair, RJ, Blair, KS, Blanco-Hinojo, L, Böhnlein, J, Brambilla, P, Bressan, RA, Breuer, F, Cano, M, Canu, E, Cardinale, EM, Cardoner, N, Cividini, C, Cremers, H, Dannlowski, U, Diefenbach, GJ, Domschke, K, Doruyter, AGG, Dresler, T, Erhardt, A, Filippi, M, Fonzo, GA, Freitag, GF, Furmark, T, Ge, T, Gerber, AJ, Gosnell, SN, Grabe, HJ, Grotegerd, D, Gur, RC, Reinecke, A
Format: Journal article
Language:English
Published: Springer Nature 2024