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Corey Richier

As seen in: Nature, Texas Medical Center, Biological Psychiatry
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Articles by Corey Richier

Brain Age Prediction in Generalized Anxiety Disorder Using a Convolutional Neural Network

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By Corey Richier
| Texas Medical Center
Faculty, Staff and Student Publications Publication Date 5-24-2026 Journal Translational Psychiatry DOI 10.1038/s41398-026-04078-3 Abstract Higher predicted brain age difference has been associated with several psychiatric disorders. Generalized anxiety disorder (GAD) is associated with markers of accelerated aging.
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Brain age prediction in generalized anxiety disorder using a convolutional neural network

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By Corey Richier, André Zugman, Anita Harrewijn, Elise M. Cardinale, Parmis Khosravi, Moji Aghajani, Willem B. Bruin, Kevin Hilbert, Narcis Cardoner, Daniel Porta-Casteràs, Marta Cano, Ramiro Salas, Andrea Jackowski, Pedro M. Pan, Giovanni A. Salum, Karina S. Blair, James Blair, Mohammed R. Milad, Katie L. Burkhouse, K. Phan, Heidi K. Schroeder, Jeffrey Strawn, Katja Beesdo-Baum, Neda Jahanshad, Sophia I. Thomopoulos, Jared Nielsen, Jordan W. Smoller, Jair C. Soares, Benson Mwangi, Mon-Ju Wu, Giovana Zunta-Soares, Michal Assaf, Gretchen Diefenbach, Paolo Brambilla Verified, Eleonora Maggioni, David Hofmann, Thomas Straube, Carmen Andreescu, Rebecca Price, Gisele G. Manfro, Federica Agosta, Elisa Canu, Camilla Cividini, Massimo Filippi, Milutin V. Kostic, Ana Jovanovic, Brenda Benson, Ellen Leibenluft, Grace Ringlein, Hannah Zwiebel, Hans J. Grabe, Katharina Wittfeld, Henry Völzke, Robin Bülow, Nicholas L. Balderston, Monique Ernst, Lilianne R. Mujica-Parodi, Helena van Nieuwenhuizen, Hugo D. Critchley, Elena Makovac, Matteo Mancini, Cristina Ottaviani, Gregory A. Fonzo, Martin P. Paulus Verified, Murray B. Stein, Raquel E. Gur, Ruben C. Gur, Antonia Kaczkurkin, Bart Larsen, Theodore D. Satterthwaite, Jennifer Harper, Michael Perino, Chad M. Sylvester, Qiongru Yu, Patrick R. McClure, Francisco Pereira, Ulrike Lueken, Dick J. Veltman, Paul Thompson, Nynke A. Groenewold, Janna Marie Bas-Hoogendam, Dan Stein, Anderson M. Winkler, Daniel Pine, Chelsea Sawyers, Savannah Gosnell, Gabrielle F. Freitag, Kathryn Werwath, Sandra Van der Auwera, Frances Meeten, Nic J. A. Van der Wee
| Nature Verified
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Brain Age Prediction in Generalized Anxiety Disorder Using Functional Neuroimaging and Graph Convolutional Neural Networks

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By André Zugman, Daniel Pine, Corey Richier
| Biological Psychiatry Verified
Generalized anxiety disorder (GAD) is one of the most common forms of psychopathology (Wu et al., 2025). Thus, research investigating its etiology is of utmost concern. Examinations of how biological aging plays a role in the development and etiology of psychopathology (Cole and Franke, 2017) are becoming common. While structural neuroimaging has been widely utilized for brain age research, functional imaging has been used relatively sparingly.
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