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

Bruin, Willem B.; Zhutovsky, Paul; van Wingen, Guido A.; Bas-Hoogendam, Janna Marie; Groenewold, Nynke A.; Hilbert, Kevin; Winkler, Anderson M.; Zugman, Andre; Agosta, Federica; Åhs, Fredrik; Andreescu, Carmen; Antonacci, Chase; Asami, Takeshi; Assaf, Michal; Barber, Jacques P.; Bauer, Jochen; Bavdekar, Shreya Y.; Beesdo-Baum, Katja; Benedetti, Francesco; Bernstein, Rachel; Björkstrand, Johannes; Blair, Robert J.; Blair, Karina S.; Blanco-Hinojo, Laura; Böhnlein, Joscha; Brambilla, Paolo; Bressan, Rodrigo A.; Breuer, Fabian; Cano, Marta; Canu, Elisa; Cardinale, Elise M.; Cardoner, Narcís; Cividini, Camilla; Cremers, Henk; Dannlowski, Udo; Diefenbach, Gretchen J.; Domschke, Katharina; Doruyter, Alexander G. G.; Dresler, Thomas; Erhardt, Angelika; Filippi, Massimo; Fonzo, Gregory A.; Freitag, Gabrielle F.; Furmark, Tomas; Ge, Tian; Gerber, Andrew J.; Gosnell, Savannah N.; Grabe, Hans J.; Grotegerd, Dominik; Gur, Ruben C.; Gur, Raquel E.; Hamm, Alfons O.; Han, Laura K. M.; Harper, Jennifer C.; Harrewijn, Anita; Heeren, Alexandre; Hofmann, David; Jackowski, Andrea P.; Jahanshad, Neda; Jett, Laura; Kaczkurkin, Antonia N.; Khosravi, Parmis; Kingsley, Ellen N.; Kircher, Tilo; Kostic, Milutin; Larsen, Bart; Lee, Sang-Hyuk; Leehr, Elisabeth J.; Leibenluft, Ellen; Lochner, Christine; Lui, Su; Maggioni, Eleonora; Manfro, Gisele G.; Månsson, Kristoffer N. T.; Marino, Claire E.; Meeten, Frances; Milrod, Barbara; Jovanovic, Ana Munjiza; Mwangi, Benson; Myers, Michael J.; Neufang, Susanne; Nielsen, Jared A.; Ohrmann, Patricia A.; Ottaviani, Cristina; Paulus, Martin P.; Perino, Michael T.; Phan, K. Luan; Poletti, Sara; Porta-Casteràs, Daniel; Pujol, Jesus; Reinecke, Andrea; Ringlein, Grace V.; Rjabtsenkov, Pavel; Roelofs, Karin; Salas, Ramiro; Salum, Giovanni A.; Satterthwaite, Theodore D.; Schrammen, Elisabeth; Sindermann, Lisa; Smoller, Jordan W.; Soares, Jair C.; Stark, Rudolf; Stein, Frederike; Straube, Thomas; Straube, Benjamin; Strawn, Jeffrey R.; Suarez-Jimenez, Benjamin; Sylvester, Chad M.; Talati, Ardesheer; Thomopoulos, Sophia I.; Tükel, Raşit; van Nieuwenhuizen, Helena; Werwath, Kathryn; Wittfeld, Katharina; Wright, Barry; Wu, Mon-Ju; Yang, Yunbo; Zilverstand, Anna; Zwanzger, Peter; Blackford, Jennifer U.; Avery, Suzanne N.; Clauss, Jacqueline A.; Lueken, Ulrike; Thompson, Paul M.; Pine, Daniel S.; Stein, Dan J.; van der Wee, Nic J. A.; Veltman, Dick J.; Aghajani, Moji

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Nature Mental Health, 1(2), p. 104-118, 2024

DOI: 10.1038/s44220-023-00173-2

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

Journal article published in 2024 by Willem B. Bruin

, Paul Zhutovsky, Guido A. van Wingen, Janna Marie Bas-Hoogendam, Nynke A. Groenewold, Kevin Hilbert, Anderson M. Winkler, Andre Zugman, Federica Agosta, Fredrik Åhs, Carmen Andreescu, Chase Antonacci, Takeshi Asami, Michal Assaf, Jacques P. Barber and other authors.

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