{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,12]],"date-time":"2026-06-12T23:26:11Z","timestamp":1781306771669,"version":"3.54.1"},"reference-count":44,"publisher":"Elsevier BV","issue":"1","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2023,6,1]],"date-time":"2023-06-01T00:00:00Z","timestamp":1685577600000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/100000090","name":"Congressionally Directed Medical Research Programs","doi-asserted-by":"publisher","award":["W81XWH-08-2-0038"],"award-info":[{"award-number":["W81XWH-08-2-0038"]}],"id":[{"id":"10.13039\/100000090","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100015728","name":"Clinical Science Research and Development","doi-asserted-by":"publisher","award":["1IK2CX001680"],"award-info":[{"award-number":["1IK2CX001680"]}],"id":[{"id":"10.13039\/100015728","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000874","name":"Brain and Behavior Research Foundation","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000874","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000025","name":"National Institute of Mental Health","doi-asserted-by":"publisher","award":["R01MH105355"],"award-info":[{"award-number":["R01MH105355"]}],"id":[{"id":"10.13039\/100000025","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000025","name":"National Institute of Mental Health","doi-asserted-by":"publisher","award":["R01MH131532"],"award-info":[{"award-number":["R01MH131532"]}],"id":[{"id":"10.13039\/100000025","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000025","name":"National Institute of Mental Health","doi-asserted-by":"publisher","award":["K01MH122774"],"award-info":[{"award-number":["K01MH122774"]}],"id":[{"id":"10.13039\/100000025","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000025","name":"National Institute of Mental Health","doi-asserted-by":"publisher","award":["1R21MH098198"],"award-info":[{"award-number":["1R21MH098198"]}],"id":[{"id":"10.13039\/100000025","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000025","name":"National Institute of Mental Health","doi-asserted-by":"publisher","award":["1R01MH106574"],"award-info":[{"award-number":["1R01MH106574"]}],"id":[{"id":"10.13039\/100000025","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000025","name":"National Institute of Mental Health","doi-asserted-by":"publisher","award":["K01MH118428"],"award-info":[{"award-number":["K01MH118428"]}],"id":[{"id":"10.13039\/100000025","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000025","name":"National Institute of Mental Health","doi-asserted-by":"publisher","award":["1R01MH110483"],"award-info":[{"award-number":["1R01MH110483"]}],"id":[{"id":"10.13039\/100000025","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000025","name":"National Institute of Mental Health","doi-asserted-by":"publisher","award":["1R21MH125277"],"award-info":[{"award-number":["1R21MH125277"]}],"id":[{"id":"10.13039\/100000025","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000025","name":"National Institute of Mental Health","doi-asserted-by":"publisher","award":["TdR-C"],"award-info":[{"award-number":["TdR-C"]}],"id":[{"id":"10.13039\/100000025","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000025","name":"National Institute of Mental Health","doi-asserted-by":"publisher","award":["R01MH111671"],"award-info":[{"award-number":["R01MH111671"]}],"id":[{"id":"10.13039\/100000025","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000053","name":"National Eye Institute","doi-asserted-by":"publisher","award":["P30 EY001319"],"award-info":[{"award-number":["P30 EY001319"]}],"id":[{"id":"10.13039\/100000053","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001826","name":"Netherlands Organisation for Health Research and Development","doi-asserted-by":"publisher","award":["40-00812-98-10041"],"award-info":[{"award-number":["40-00812-98-10041"]}],"id":[{"id":"10.13039\/501100001826","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000738","name":"Department of Veterans Affairs","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000738","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100008312","name":"Fondation Pierre Deniker pour la Recherche et la Pr\u00e9vention en Sant\u00e9 Mentale","doi-asserted-by":"publisher","award":["FED4226"],"award-info":[{"award-number":["FED4226"]}],"id":[{"id":"10.13039\/501100008312","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100011110","name":"UCB","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100011110","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100006380","name":"Rehabilitation Research and Development Service","doi-asserted-by":"publisher","award":["1IK2RX000709"],"award-info":[{"award-number":["1IK2RX000709"]}],"id":[{"id":"10.13039\/100006380","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100006380","name":"Rehabilitation Research and Development Service","doi-asserted-by":"publisher","award":["1K2RX002922"],"award-info":[{"award-number":["1K2RX002922"]}],"id":[{"id":"10.13039\/100006380","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100006380","name":"Rehabilitation Research and Development Service","doi-asserted-by":"publisher","award":["I01RX000622"],"award-info":[{"award-number":["I01RX000622"]}],"id":[{"id":"10.13039\/100006380","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100006380","name":"Rehabilitation Research and Development Service","doi-asserted-by":"publisher","award":["1K1RX002325"],"award-info":[{"award-number":["1K1RX002325"]}],"id":[{"id":"10.13039\/100006380","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003977","name":"Israel Science Foundation","doi-asserted-by":"publisher","award":["374\/20"],"award-info":[{"award-number":["374\/20"]}],"id":[{"id":"10.13039\/501100003977","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["clinicalkey.com","clinicalkey.com.au","clinicalkey.es","clinicalkey.fr","clinicalkey.jp","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Biological Psychiatry Global Open Science"],"published-print":{"date-parts":[[2024,1]]},"DOI":"10.1016\/j.bpsgos.2023.05.006","type":"journal-article","created":{"date-parts":[[2023,6,7]],"date-time":"2023-06-07T23:39:31Z","timestamp":1686181171000},"page":"299-307","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":7,"title":["Intrusive Traumatic Re-Experiencing Domain: Functional Connectivity Feature Classification by the ENIGMA PTSD Consortium"],"prefix":"10.1016","volume":"4","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4765-2458","authenticated-orcid":false,"given":"Benjamin","family":"Suarez-Jimenez","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Amit","family":"Lazarov","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xi","family":"Zhu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sigal","family":"Zilcha-Mano","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yoojean","family":"Kim","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Claire E.","family":"Marino","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pavel","family":"Rjabtsenkov","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shreya Y.","family":"Bavdekar","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Daniel S.","family":"Pine","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yair","family":"Bar-Haim","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Christine L.","family":"Larson","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ashley A.","family":"Huggins","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"family":"Terri deRoon-Cassini","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Carissa","family":"Tomas","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jacklynn","family":"Fitzgerald","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mitzy","family":"Kennis","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tim","family":"Varkevisser","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Elbert","family":"Geuze","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yann","family":"Quid\u00e9","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wissam","family":"El Hage","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xin","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Erin N.","family":"O\u2019Leary","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Andrew S.","family":"Cotton","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hong","family":"Xie","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chiahao","family":"Shih","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Seth G.","family":"Disner","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nicholas D.","family":"Davenport","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Scott R.","family":"Sponheim","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Saskia B.J.","family":"Koch","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jessie L.","family":"Frijling","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Laura","family":"Nawijn","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mirjam","family":"van Zuiden","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Miranda","family":"Olff","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dick J.","family":"Veltman","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Evan M.","family":"Gordon","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Geoffery","family":"May","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Steven M.","family":"Nelson","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Meilin","family":"Jia-Richards","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yuval","family":"Neria","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rajendra A.","family":"Morey","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.bpsgos.2023.05.006_bib1","series-title":"Diagnostic and Statistical Manual of Mental Disorders","year":"2013"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib2","first-page":"4","article-title":"Posttraumatic stress disorder: The burden to the individual and to society","volume":"61","author":"Kessler","year":"2000","journal-title":"J\u00a0Clin Psychiatry"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib3","doi-asserted-by":"crossref","first-page":"686","DOI":"10.1002\/da.20842","article-title":"Functional impairment in adults with past posttraumatic stress disorder: Findings from primary care","volume":"28","author":"Westphal","year":"2011","journal-title":"Depress Anxiety"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib4","doi-asserted-by":"crossref","first-page":"197","DOI":"10.1177\/104012371602800310","article-title":"The evolution of PTSD criteria across editions of DSM","volume":"28","author":"North","year":"2016","journal-title":"Ann Clin Psychiatry"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib5","doi-asserted-by":"crossref","first-page":"750","DOI":"10.1001\/jamapsychiatry.2016.0647","article-title":"Unintended consequences of changing the definition of posttraumatic stress disorder in DSM-5 critique and call for action","volume":"73","author":"Hoge","year":"2016","journal-title":"JAMA Psychiatry"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib6","doi-asserted-by":"crossref","first-page":"750","DOI":"10.1002\/da.20767","article-title":"Considering PTSD for DSM-5","volume":"28","author":"Friedman","year":"2011","journal-title":"Depress Anxiety"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib7","doi-asserted-by":"crossref","first-page":"119","DOI":"10.1176\/appi.ajp.2020.19121231","article-title":"Intrusive traumatic reexperiencing: Pathognomonic of the psychological response to traumatic stress","volume":"178","author":"Bar-Haim","year":"2021","journal-title":"Am J Psychiatry"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib8","doi-asserted-by":"crossref","first-page":"501","DOI":"10.1001\/jama.2015.7877","article-title":"Does this patient have posttraumatic stress disorder? Rational clinical examination systematic review","volume":"314","author":"Spoont","year":"2015","journal-title":"JAMA"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib9","doi-asserted-by":"crossref","first-page":"366","DOI":"10.1002\/jts.20443","article-title":"Reformulating PTSD for DSM-V: Life after criterion A","volume":"22","author":"Brewin","year":"2009","journal-title":"J\u00a0Trauma Stress"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib10","doi-asserted-by":"crossref","first-page":"233","DOI":"10.1016\/j.janxdis.2006.09.006","article-title":"Saving PTSD from itself in DSM-V","volume":"21","author":"Spitzer","year":"2007","journal-title":"J\u00a0Anxiety Disord"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib11","doi-asserted-by":"crossref","first-page":"651","DOI":"10.1177\/1745691613504115","article-title":"636,120 Ways to have posttraumatic stress disorder","volume":"8","author":"Galatzer-Levy","year":"2013","journal-title":"Perspect Psychol Sci"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib12","doi-asserted-by":"crossref","first-page":"269","DOI":"10.1016\/S2215-0366(14)70235-4","article-title":"The prevalence of post-traumatic stress disorder (PTSD) in US combat soldiers: a head-to-head comparison of DSM-5 versus DSM-IV-TR symptom criteria with the PTSD checklist","volume":"1","author":"Hoge","year":"2014","journal-title":"Lancet Psychiatry"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib13","series-title":"International Statistical Classification of Diseases and Related Health Problems. Alphabetical Index","author":"World Health Organization","year":"2014"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib14","doi-asserted-by":"crossref","first-page":"1683","DOI":"10.1016\/S0140-6736(12)62191-6","article-title":"Proposals for mental disorders specifically associated with stress in the International Classification of Diseases-11","volume":"381","author":"Maercker","year":"2013","journal-title":"Lancet"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib15","doi-asserted-by":"crossref","first-page":"483","DOI":"10.1017\/S0033291718001101","article-title":"Clinical implications of the proposed ICD-11 PTSD diagnostic criteria","volume":"49","author":"Barbano","year":"2019","journal-title":"Psychol Med"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib16","doi-asserted-by":"crossref","first-page":"226","DOI":"10.1016\/j.psychres.2016.04.043","article-title":"The impact of proposed changes to ICD-11 on estimates of PTSD prevalence and comorbidity","volume":"240","author":"Wisco","year":"2016","journal-title":"Psychiatry Res"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib17","doi-asserted-by":"crossref","first-page":"483","DOI":"10.1016\/j.tics.2011.08.003","article-title":"Large-scale brain networks and psychopathology: A unifying triple network model","volume":"15","author":"Menon","year":"2011","journal-title":"Trends Cogn Sci"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib18","doi-asserted-by":"crossref","first-page":"81","DOI":"10.1007\/s11920-017-0840-4","article-title":"A\u00a0network-based neurobiological model of PTSD: Evidence from structural and functional neuroimaging studies","volume":"19","author":"Akiki","year":"2017","journal-title":"Curr Psychiatry Rep"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib19","doi-asserted-by":"crossref","first-page":"1027","DOI":"10.1016\/j.neubiorev.2021.10.017","article-title":"Alterations in large-scale functional networks in adult posttraumatic stress disorder: A systematic review and meta-analysis of resting-state functional connectivity studies","volume":"131","author":"Bao","year":"2021","journal-title":"Neurosci Biobehav Rev"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib20","doi-asserted-by":"crossref","DOI":"10.1016\/j.nicl.2020.102319","article-title":"Altered large-scale functional brain organization in posttraumatic stress disorder: A comprehensive review of univariate and network-level neurocircuitry models of PTSD","volume":"27","author":"Ross","year":"2020","journal-title":"Neuroimage Clin"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib21","doi-asserted-by":"crossref","first-page":"4331","DOI":"10.1038\/s41380-020-00967-1","article-title":"Cortical volume abnormalities in posttraumatic stress disorder: an ENIGMA-psychiatric genomics consortium PTSD workgroup mega-analysis","volume":"26","author":"Wang","year":"2021","journal-title":"Mol Psychiatry"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib22","doi-asserted-by":"crossref","first-page":"2727","DOI":"10.1002\/hbm.25829","article-title":"ENIGMA HALFpipe: Interactive, reproducible, and efficient analysis for resting-state and task-based fMRI data","volume":"43","author":"Waller","year":"2022","journal-title":"Hum Brain Mapp"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib23","doi-asserted-by":"crossref","first-page":"90","DOI":"10.1016\/j.neuroimage.2007.04.042","article-title":"A\u00a0component based noise correction method (CompCor) for BOLD and perfusion based fMRI","volume":"37","author":"Behzadi","year":"2007","journal-title":"Neuroimage"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib24","doi-asserted-by":"crossref","first-page":"665","DOI":"10.1016\/j.neuron.2011.09.006","article-title":"Functional network organization of the human brain","volume":"72","author":"Power","year":"2011","journal-title":"Neuron"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib25","series-title":"Proceedings of the 9th Python in Science Conference (SciPy 2010)","doi-asserted-by":"crossref","first-page":"51","DOI":"10.25080\/Majora-92bf1922-00a","article-title":"Data structures for statistical computing in python","author":"McKinney","year":"2010"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib26","doi-asserted-by":"crossref","DOI":"10.1016\/j.neuroimage.2020.116956","article-title":"Increased power by harmonizing structural MRI site differences with the ComBat batch adjustment method in ENIGMA","volume":"218","author":"Radua","year":"2020","journal-title":"Neuroimage"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib27","doi-asserted-by":"crossref","DOI":"10.1016\/j.neuroimage.2022.119509","article-title":"A\u00a0comparison of methods to harmonize cortical thickness measurements across scanners and sites","volume":"261","author":"Sun","year":"2022","journal-title":"Neuroimage"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib28","doi-asserted-by":"crossref","first-page":"329","DOI":"10.3389\/fnagi.2017.00329","article-title":"Random forest algorithm for the classification of neuroimaging data in Alzheimer's disease: A systematic review","volume":"9","author":"Sarica","year":"2017","journal-title":"Front Aging Neurosci"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib29","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1023\/A:1010933404324","article-title":"Random forests","volume":"45","author":"Breiman","year":"2001","journal-title":"Machine Learning"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib30","first-page":"2825","article-title":"Scikit-learn: Machine learning in python","volume":"12","author":"Pedregosa","year":"2011","journal-title":"J\u00a0Mach Learn Res"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib31","first-page":"1137","article-title":"A\u00a0study of cross-validation and bootstrap for accuracy estimation and model selection","volume":"Vol.2","author":"Kohavi","year":"1995"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib32","doi-asserted-by":"crossref","first-page":"342","DOI":"10.1038\/s41398-020-01013-y","article-title":"Structural neuroimaging biomarkers for obsessive-compulsive disorder in the ENIGMA-OCD consortium: Medication matters","volume":"10","author":"Bruin","year":"2020","journal-title":"Transl Psychiatry"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib33","doi-asserted-by":"crossref","first-page":"2130","DOI":"10.1038\/s41380-018-0228-9","article-title":"Using structural MRI to identify bipolar disorders \u2013 13 site machine learning study in 3020 individuals from the ENIGMA Bipolar Disorders Working Group","volume":"25","author":"Nunes","year":"2020","journal-title":"Mol Psychiatry"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib34","doi-asserted-by":"crossref","first-page":"1037","DOI":"10.1111\/cns.13048","article-title":"Machine learning in major depression: From classification to treatment outcome prediction","volume":"24","author":"Gao","year":"2018","journal-title":"CNS Neurosci Ther"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib35","doi-asserted-by":"crossref","first-page":"199","DOI":"10.1016\/j.neuroimage.2008.11.007","article-title":"Machine learning classifiers and fMRI: A tutorial overview","volume":"45","author":"Pereira","year":"2009","journal-title":"Neuroimage"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib36","doi-asserted-by":"crossref","first-page":"593","DOI":"10.1038\/s41583-019-0212-7","article-title":"The brain's default network: Updated anatomy, physiology and evolving insights","volume":"20","author":"Buckner","year":"2019","journal-title":"Nat Rev Neurosci"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib37","doi-asserted-by":"crossref","first-page":"37","DOI":"10.1016\/j.neulet.2016.01.010","article-title":"Reduced default mode network connectivity following combat trauma","volume":"615","author":"DiGangi","year":"2016","journal-title":"Neurosci Lett"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib38","doi-asserted-by":"crossref","first-page":"974","DOI":"10.1002\/da.22816","article-title":"Exposure-based therapy changes amygdala and hippocampus resting-state functional connectivity in patients\u00a0with posttraumatic stress disorder","volume":"35","author":"Zhu","year":"2018","journal-title":"Depress Anxiety"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib39","doi-asserted-by":"crossref","first-page":"289","DOI":"10.1002\/da.22481","article-title":"Altered default mode network (DMN) resting state functional connectivity following a mindfulness-based exposure therapy for posttraumatic stress disorder (PTSD) in combat Veterans of Afghanistan and Iraq","volume":"33","author":"King","year":"2016","journal-title":"Depress Anxiety"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib40","doi-asserted-by":"crossref","first-page":"3207","DOI":"10.1002\/hbm.25846","article-title":"Effective psychological therapy for PTSD changes the dynamics of specific large-scale brain networks","volume":"43","author":"Charquero-Ballester","year":"2022","journal-title":"Hum Brain Mapp"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib41","doi-asserted-by":"crossref","first-page":"195","DOI":"10.1038\/s41398-020-00879-2","article-title":"Mapping PTSD symptoms to brain networks: A machine learning study","volume":"10","author":"Zandvakili","year":"2020","journal-title":"Transl Psychiatry"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib42","doi-asserted-by":"crossref","DOI":"10.1016\/j.nicl.2022.102964","article-title":"Intrusive experiences in posttraumatic stress disorder: Treatment response induces changes in the directed functional connectivity of the anterior insula","volume":"34","author":"Leroy","year":"2022","journal-title":"Neuroimage Clin"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib43","doi-asserted-by":"crossref","first-page":"3095","DOI":"10.1093\/cercor\/bhx179","article-title":"Local-global parcellation of the human cerebral cortex from intrinsic functional connectivity MRI","volume":"28","author":"Schaefer","year":"2018","journal-title":"Cereb Cortex"},{"key":"10.1016\/j.bpsgos.2023.05.006_bib44","doi-asserted-by":"crossref","DOI":"10.1038\/s41598-019-55738-y","article-title":"Determining the hierarchical architecture of the human brain using subject-level clustering of functional networks","volume":"9","author":"Akiki","year":"2019","journal-title":"Sci Rep"}],"updated-by":[{"DOI":"10.1016\/j.bpsgos.2023.08.005","type":"erratum","label":"Erratum","source":"publisher","updated":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000}}],"container-title":["Biological Psychiatry Global Open Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S266717432300054X?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S266717432300054X?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,5,16]],"date-time":"2026-05-16T11:14:59Z","timestamp":1778930099000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S266717432300054X"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,1]]},"references-count":44,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2024,1]]}},"alternative-id":["S266717432300054X"],"URL":"https:\/\/doi.org\/10.1016\/j.bpsgos.2023.05.006","relation":{},"ISSN":["2667-1743"],"issn-type":[{"value":"2667-1743","type":"print"}],"subject":[],"published":{"date-parts":[[2024,1]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Intrusive Traumatic Re-Experiencing Domain: Functional Connectivity Feature Classification by the ENIGMA PTSD Consortium","name":"articletitle","label":"Article Title"},{"value":"Biological Psychiatry Global Open Science","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.bpsgos.2023.05.006","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2023 The Authors. Published by Elsevier Inc on behalf of the Society of Biological Psychiatry.","name":"copyright","label":"Copyright"}]}}