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Neuroimaging-based Classification of PTSD Using Data-Driven Computational Approaches: A Multisite Big Data Study from the ENIGMA-PGC PTSD Consortium.

Xi Zhu,Yoojean Kim,Orren Ravid,Xiaofu He,Benjamin Suarez-Jimenez,Sigal Zilcha-Mano,Amit Lazarov,Seonjoo Lee,Chadi G. Abdallah,Michael Angstadt,Christopher L. Averill,C. Lexi Baird,Lee A. Baugh,Jennifer U. Blackford,Jessica Bomyea,Steven E. Bruce,Richard A. Bryant,Zhihong Cao,Kyle Choi,Josh Cisler,Andrew S. Cotton,Judith K. Daniels,Nicholas D. Davenport,Richard J. Davidson,Michael D. Debellis,Emily L. Dennis,Maria Densmore,Terri deRoon-Cassini,Seth G. Disner,Wissam El Hage,Amit Etkin,Negar Fani,Kelene A. Fercho,Jacklynn Fitzgerald,Gina L. Forster,Jessie L. Frijling,Elbert Geuze,Atilla Gonenc,Evan M. Gordon,Staci Gruber,Daniel Grupe,Jeffrey P. Guenette,Courtney C. Haswell,Ryan J. Herringa,Julia Herzog,David Bernd Hofmann,Bobak Hosseini,Anna R. Hudson,Ashley A. Huggins,Jonathan C. Ipser,Neda Jahanshad,Meilin Jia-Richards,Tanja Jovanovic,Milissa L. Kaufman,Mitzy Kennis,Anthony King,Philipp Kinzel,Saskia B. J. Koch,Inga K. Koerte,Sheri M. Koopowitz,Mayuresh S. Korgaonkar,John H. Krystal,Ruth Lanius,Christine L. Larson,Lauren A. M. Lebois,Gen Li,Israel Liberzon,Guang Ming Lu,Yifeng Luo,Vincent A. Magnotta,Antje Manthey,Adi Maron-Katz,Geoffery May,Katie McLaughlin,Sven C. Mueller,Laura Nawijn,Steven M. Nelson,Richard W. J. Neufeld,Jack B. Nitschke, Erin M. O'Leary,Bunmi O. Olatunji,Miranda Olff,Matthew Peverill,K. Luan Phan,Rongfeng Qi,Yann Quide,Ivan Rektor,Kerry Ressler,Pavel Riha,Marisa Ross,Isabelle M. Rosso,Lauren E. Salminen,Kelly Sambrook,Christian Schmahl,Martha E. Shenton,Margaret Sheridan,Chiahao Shih,Maurizio Sicorello,Anika Sierk,Alan N. Simmons,Raluca M. Simons,Jeffrey S. Simons,Scott R. Sponheim,Murray B. Stein,Dan J. Stein,Jennifer S. Stevens,Thomas Straube,Delin Sun,Jean Theberge,Paul M. Thompson,Sophia I. Thomopoulos,Nic J. A. van der Wee,Steven J. A. van der Werff,Theo G. M. van Erp,Sanne J. H. van Rooij,Mirjam van Zuiden,Tim Varkevisser,Dick J. Veltman,Robert R. J. M. Vermeiren,Henrik Walter,Li Wang,Xin Wang,Carissa Weis,Sherry Winternitz,Hong Xie,Ye Zhu,Melanie Wall,Yuval Neria,Rajendra A. Morey

NeuroImage（2023）

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Key words
Posttraumatic stress disorder,Multimodal MRI,Machine learning,Deep learning,Classification
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