{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,19]],"date-time":"2026-02-19T04:01:04Z","timestamp":1771473664122,"version":"3.50.1"},"reference-count":121,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2018,5,1]],"date-time":"2018-05-01T00:00:00Z","timestamp":1525132800000},"content-version":"vor","delay-in-days":120,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/100000002","name":"National Institutes of Health","doi-asserted-by":"publisher","award":["R01 MH112070"],"award-info":[{"award-number":["R01 MH112070"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61773391"],"award-info":[{"award-number":["61773391"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["91420302"],"award-info":[{"award-number":["91420302"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61420106001"],"award-info":[{"award-number":["61420106001"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61722313"],"award-info":[{"award-number":["61722313"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100010261","name":"Fok Ying Tung Education Foundation","doi-asserted-by":"publisher","award":["161057"],"award-info":[{"award-number":["161057"]}],"id":[{"id":"10.13039\/501100010261","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["NeuroImage: Clinical"],"published-print":{"date-parts":[[2018]]},"DOI":"10.1016\/j.nicl.2018.04.037","type":"journal-article","created":{"date-parts":[[2018,5,9]],"date-time":"2018-05-09T20:53:49Z","timestamp":1525899229000},"page":"476-486","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":31,"special_numbering":"C","title":["Classification of multi-site MR images in the presence of heterogeneity using multi-task learning"],"prefix":"10.1016","volume":"19","author":[{"given":"Qiongmin","family":"Ma","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tianhao","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marcus V.","family":"Zanetti","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hui","family":"Shen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Theodore D.","family":"Satterthwaite","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daniel H.","family":"Wolf","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Raquel E.","family":"Gur","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yong","family":"Fan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dewen","family":"Hu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Geraldo F.","family":"Busatto","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Christos","family":"Davatzikos","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"78","reference":[{"key":"10.1016\/j.nicl.2018.04.037_bb0005","doi-asserted-by":"crossref","first-page":"81","DOI":"10.1016\/j.biopsych.2008.01.003","article-title":"The role of the cerebellum in schizophrenia","volume":"64","author":"Andreasen","year":"2008","journal-title":"Biol. Psychiatry"},{"key":"10.1016\/j.nicl.2018.04.037_bb0010","doi-asserted-by":"crossref","first-page":"908","DOI":"10.1016\/S0006-3223(99)00152-3","article-title":"Defining the phenotype of schizophrenia: cognitive dysmetria and its neural mechanisms","volume":"46","author":"Andreasen","year":"1999","journal-title":"Biol. Psychiatry"},{"key":"10.1016\/j.nicl.2018.04.037_bb0015","series-title":"Proceedings of the 31st International Conference on Machine Learning (ICML)","article-title":"Towards an optimal stochastic alternating direction method of multipliers","author":"Azadi","year":"2014"},{"key":"10.1016\/j.nicl.2018.04.037_bb0020","doi-asserted-by":"crossref","first-page":"202","DOI":"10.1016\/j.pscychresns.2014.05.007","article-title":"Dysconnectivity of the inferior frontal gyrus: implications for an impaired self-other distinction in patients with schizophrenia","volume":"223","author":"Backasch","year":"2014","journal-title":"Psychiatry Res."},{"key":"10.1016\/j.nicl.2018.04.037_bb0025","doi-asserted-by":"crossref","first-page":"309","DOI":"10.1038\/35002078","article-title":"Voice-selective areas in human auditory cortex","volume":"403","author":"Belin","year":"2000","journal-title":"Nature"},{"key":"10.1016\/j.nicl.2018.04.037_bb0030","doi-asserted-by":"crossref","first-page":"545","DOI":"10.1177\/2167702614542463","article-title":"Dysfunctional activation of the cerebellum in schizophrenia: a functional neuroimaging meta-analysis","volume":"3","author":"Bernard","year":"2015","journal-title":"Clin. Psychol. Sci."},{"key":"10.1016\/j.nicl.2018.04.037_bb0035","doi-asserted-by":"crossref","first-page":"956","DOI":"10.1016\/j.biopsych.2009.10.026","article-title":"Regional gray matter volume in monozygotic twins concordant and discordant for schizophrenia","volume":"67","author":"Borgwardt","year":"2010","journal-title":"Biol. Psychiatry"},{"key":"10.1016\/j.nicl.2018.04.037_bb0040","doi-asserted-by":"crossref","first-page":"2163","DOI":"10.1016\/j.neuroimage.2010.09.076","article-title":"Multisite reliability of cognitive BOLD data","volume":"54","author":"Brown","year":"2011","journal-title":"NeuroImage"},{"key":"10.1016\/j.nicl.2018.04.037_bb0045","doi-asserted-by":"crossref","first-page":"75","DOI":"10.1016\/j.pscychresns.2006.05.001","article-title":"Social brain dysfunctions in schizophrenia: a review of neuroimaging studies","volume":"148","author":"Brunet-Gouet","year":"2006","journal-title":"Psychiatry Res."},{"key":"10.1016\/j.nicl.2018.04.037_bb0050","doi-asserted-by":"crossref","first-page":"53","DOI":"10.1016\/S0920-9964(02)00526-1","article-title":"Caudate and putamen volumes in good and poor outcome patients with schizophrenia","volume":"64","author":"Buchsbaum","year":"2003","journal-title":"Schizophr. Res."},{"key":"10.1016\/j.nicl.2018.04.037_bb0055","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1162\/08989290051137585","article-title":"Imaging cognition II: an empirical review of 275 PET and fMRI studies","volume":"12","author":"Cabeza","year":"2000","journal-title":"J. Cogn. Neurosci."},{"key":"10.1016\/j.nicl.2018.04.037_bb0060","doi-asserted-by":"crossref","first-page":"711","DOI":"10.1109\/TITB.2008.923773","article-title":"Feature-based fusion of medical imaging data","volume":"13","author":"Calhoun","year":"2009","journal-title":"IEEE Trans. Inf. Technol. Biomed."},{"key":"10.1016\/j.nicl.2018.04.037_bb0065","doi-asserted-by":"crossref","first-page":"2424","DOI":"10.1002\/hbm.22338","article-title":"Reliability of neuroanatomical measurements in a multisite longitudinal study of youth at risk for psychosis","volume":"35","author":"Cannon","year":"2014","journal-title":"Hum. Brain Mapp."},{"key":"10.1016\/j.nicl.2018.04.037_bb0070","doi-asserted-by":"crossref","first-page":"41","DOI":"10.1023\/A:1007379606734","article-title":"Multitask learning","volume":"28","author":"Caruana","year":"1997","journal-title":"Mach. Learn."},{"key":"10.1016\/j.nicl.2018.04.037_bb0075","doi-asserted-by":"crossref","first-page":"249","DOI":"10.1006\/nimg.1998.0360","article-title":"Reproducibility of fMRI results across four institutions using a spatial working memory task","volume":"8","author":"Casey","year":"1998","journal-title":"NeuroImage"},{"key":"10.1016\/j.nicl.2018.04.037_bb0080","doi-asserted-by":"crossref","first-page":"177","DOI":"10.1093\/schbul\/sbp073","article-title":"Brain anatomical abnormalities in high-risk individuals, first-episode, and chronic schizophrenia: an activation likelihood estimation meta-analysis of illness progression","volume":"37","author":"Chan","year":"2011","journal-title":"Schizophr. Bull."},{"key":"10.1016\/j.nicl.2018.04.037_bb0085","doi-asserted-by":"crossref","first-page":"913","DOI":"10.1038\/13217","article-title":"Attribute-based neural substrates in temporal cortex for perceiving and knowing about objects","volume":"2","author":"Chao","year":"1999","journal-title":"Nat. Neurosci."},{"key":"10.1016\/j.nicl.2018.04.037_bb0090","doi-asserted-by":"crossref","first-page":"22","DOI":"10.1145\/2086737.2086742","article-title":"Learning incoherent sparse and low-rank patterns from multiple tasks","volume":"5","author":"Chen","year":"2012","journal-title":"ACM Trans. Knowl. Discov. Data"},{"key":"10.1016\/j.nicl.2018.04.037_bb0095","doi-asserted-by":"crossref","first-page":"63","DOI":"10.1016\/j.pnpbp.2013.11.009","article-title":"Distinct effects of duration of untreated psychosis on brain cortical activities in different treatment phases of schizophrenia: a multi-channel near-infrared spectroscopy study","volume":"49","author":"Chou","year":"2014","journal-title":"Prog. Neuro-Psychopharmacol. Biol. Psychiatry"},{"key":"10.1016\/j.nicl.2018.04.037_bb0100","doi-asserted-by":"crossref","first-page":"89","DOI":"10.1093\/brain\/119.1.89","article-title":"Changes in cortical activity during mental rotation","volume":"119","author":"Cohen","year":"1996","journal-title":"Brain"},{"key":"10.1016\/j.nicl.2018.04.037_bb0105","doi-asserted-by":"crossref","first-page":"59","DOI":"10.3389\/fnsys.2012.00059","article-title":"Insights into multimodal imaging classification of ADHD","volume":"6","author":"Colby","year":"2012","journal-title":"Front. Syst. Neurosci."},{"key":"10.1016\/j.nicl.2018.04.037_bb0110","doi-asserted-by":"crossref","first-page":"1122","DOI":"10.1002\/jmri.21118","article-title":"Multisite fMRI reproducibility of a motor task using identical MR systems","volume":"26","author":"Costafreda","year":"2007","journal-title":"J. Magn. Reson. Imaging"},{"key":"10.1016\/j.nicl.2018.04.037_bb0115","doi-asserted-by":"crossref","first-page":"13","DOI":"10.1016\/j.schres.2016.02.039","article-title":"Putamen-related regional and network functional deficits in first-episode schizophrenia with auditory verbal hallucinations","volume":"173","author":"Cui","year":"2016","journal-title":"Schizophr. Res."},{"key":"10.1016\/j.nicl.2018.04.037_bb0120","doi-asserted-by":"crossref","first-page":"334","DOI":"10.1002\/(SICI)1097-0193(1998)6:5\/6<334::AID-HBM2>3.0.CO;2-7","article-title":"Mapping image data to stereotaxic spaces: applications to brain mapping","volume":"6","author":"Davatzikos","year":"1998","journal-title":"Hum. Brain Mapp."},{"key":"10.1016\/j.nicl.2018.04.037_bb0125","doi-asserted-by":"crossref","first-page":"1361","DOI":"10.1006\/nimg.2001.0937","article-title":"Voxel-based morphometry using the RAVENS maps: methods and validation using simulated longitudinal atrophy","volume":"14","author":"Davatzikos","year":"2001","journal-title":"NeuroImage"},{"key":"10.1016\/j.nicl.2018.04.037_bb0130","doi-asserted-by":"crossref","first-page":"1218","DOI":"10.1001\/archpsyc.62.11.1218","article-title":"Whole-brain morphometric study of schizophrenia revealing a spatially complex set of focal abnormalities","volume":"62","author":"Davatzikos","year":"2005","journal-title":"Arch. Gen. Psychiatry"},{"key":"10.1016\/j.nicl.2018.04.037_bb0135","doi-asserted-by":"crossref","first-page":"102","DOI":"10.1016\/j.psychres.2008.04.007","article-title":"Reduced neuron density, enlarged minicolumn spacing and altered ageing effects in fusiform cortex in schizophrenia","volume":"166","author":"Di Rosa","year":"2009","journal-title":"Psychiatry Res."},{"key":"10.1016\/j.nicl.2018.04.037_bb0140","first-page":"775","article-title":"Face perception in schizophrenia: a functional magnetic resonance imaging study","volume":"20","author":"Dong","year":"2006","journal-title":"Chin. Ment. Health J."},{"key":"10.1016\/j.nicl.2018.04.037_bb0145","doi-asserted-by":"crossref","first-page":"78","DOI":"10.1016\/j.bbr.2015.01.022","article-title":"A longitudinal study on intrinsic connectivity of hippocampus associated with positive symptom in first-episode schizophrenia","volume":"283","author":"Duan","year":"2015","journal-title":"Behav. Brain Res."},{"key":"10.1016\/j.nicl.2018.04.037_bb0150","doi-asserted-by":"crossref","first-page":"634","DOI":"10.1152\/jn.00626.2002","article-title":"An unfolded map of the cerebellar dentate nucleus and its projections to the cerebral cortex","volume":"89","author":"Dum","year":"2003","journal-title":"J. Neurophysiol."},{"key":"10.1016\/j.nicl.2018.04.037_bb0155","doi-asserted-by":"crossref","first-page":"1015","DOI":"10.1176\/appi.ajp.2008.07101562","article-title":"The anatomy of first-episode and chronic schizophrenia: an anatomical likelihood estimation meta-analysis","volume":"165","author":"Ellison-Wright","year":"2008","journal-title":"Am. J. Psychiatry"},{"key":"10.1016\/j.nicl.2018.04.037_bb0160","doi-asserted-by":"crossref","first-page":"297","DOI":"10.1503\/jpn.110125","article-title":"Schizophrenia with preserved insight is associated with increased perfusion of the precuneus","volume":"37","author":"Faget-Agius","year":"2012","journal-title":"J. Psychiatry Neurosci."},{"key":"10.1016\/j.nicl.2018.04.037_bb0165","doi-asserted-by":"crossref","first-page":"1656","DOI":"10.1016\/j.neuroimage.2006.03.062","article-title":"Reducing inter-scanner variability of activation in a multicenter fMRI study: role of smoothness equalization","volume":"32","author":"Friedman","year":"2006","journal-title":"NeuroImage"},{"key":"10.1016\/j.nicl.2018.04.037_bb0170","doi-asserted-by":"crossref","first-page":"1680","DOI":"10.1016\/j.neubiorev.2013.06.001","article-title":"Progressive brain changes in schizophrenia related to antipsychotic treatment? A meta-analysis of longitudinal MRI studies","volume":"37","author":"Fusar-Poli","year":"2013","journal-title":"Neurosci. Biobehav. Rev."},{"key":"10.1016\/j.nicl.2018.04.037_bb0175","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1006\/nimg.1999.0458","article-title":"Detecting structural changes in whole brain based on nonlinear deformations\u2014application to schizophrenia research","volume":"10","author":"Gaser","year":"1999","journal-title":"NeuroImage"},{"key":"10.1016\/j.nicl.2018.04.037_bb0180","doi-asserted-by":"crossref","first-page":"2558","DOI":"10.1002\/hbm.22791","article-title":"Reliability of an fMRI paradigm for emotional processing in a multisite longitudinal study","volume":"36","author":"Gee","year":"2015","journal-title":"Hum. Brain Mapp."},{"key":"10.1016\/j.nicl.2018.04.037_bb0185","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1002\/jmri.23572","article-title":"Function biomedical informatics research network recommendations for prospective multicenter functional MRI studies","volume":"36","author":"Glover","year":"2012","journal-title":"J. Magn. Reson. Imaging"},{"key":"10.1016\/j.nicl.2018.04.037_bb0190","doi-asserted-by":"crossref","first-page":"827","DOI":"10.1097\/00004728-199809000-00030","article-title":"An image-processing system for qualitative and quantitative volumetric analysis of brain images","volume":"22","author":"Goldszal","year":"1998","journal-title":"J. Comput. Assist. Tomogr."},{"key":"10.1016\/j.nicl.2018.04.037_bb0195","doi-asserted-by":"crossref","first-page":"1133","DOI":"10.1093\/schbul\/sbu177","article-title":"Patterns of gray matter abnormalities in schizophrenia based on an international mega-analysis","volume":"41","author":"Gupta","year":"2015","journal-title":"Schizophr. Bull."},{"key":"10.1016\/j.nicl.2018.04.037_bb0200","doi-asserted-by":"crossref","first-page":"251","DOI":"10.1016\/j.pscychresns.2004.05.001","article-title":"Gray matter abnormalities in paranoid schizophrenia and their clinical correlations","volume":"132","author":"Ha","year":"2004","journal-title":"Psychiatry Res."},{"key":"10.1016\/j.nicl.2018.04.037_bb0205","series-title":"Neural Information Processing Systems","first-page":"1239","article-title":"Categorization by learning and combining object parts","author":"Heisele","year":"2001"},{"key":"10.1016\/j.nicl.2018.04.037_bb0210","doi-asserted-by":"crossref","first-page":"247","DOI":"10.1016\/j.psychres.2005.09.015","article-title":"Facial affect decoding in schizophrenic disorders: a study using event-related potentials","volume":"141","author":"Herrmann","year":"2006","journal-title":"Psychiatry Res."},{"key":"10.1016\/j.nicl.2018.04.037_bb0215","doi-asserted-by":"crossref","first-page":"128","DOI":"10.1001\/archgenpsychiatry.2010.199","article-title":"Long-term antipsychotic treatment and brain volumes: a longitudinal study of first-episode schizophrenia","volume":"68","author":"Ho","year":"2011","journal-title":"Arch. Gen. Psychiatry"},{"key":"10.1016\/j.nicl.2018.04.037_bb0220","doi-asserted-by":"crossref","first-page":"2233","DOI":"10.1176\/appi.ajp.162.12.2233","article-title":"Regional deficits in brain volume in schizophrenia: a meta-analysis of voxel-based morphometry studies","volume":"162","author":"Honea","year":"2005","journal-title":"Am. J. Psychiatry"},{"key":"10.1016\/j.nicl.2018.04.037_bb0225","doi-asserted-by":"crossref","first-page":"4138","DOI":"10.1002\/hbm.20835","article-title":"Functional and anatomical connectivity abnormalities in left inferior frontal gyrus in schizophrenia","volume":"30","author":"Jeong","year":"2009","journal-title":"Hum. Brain Mapp."},{"key":"10.1016\/j.nicl.2018.04.037_bb0230","series-title":"Proceedings of the 26th Annual International Conference on Machine Learning","first-page":"457","article-title":"An accelerated gradient method for trace norm minimization","author":"Ji","year":"2009"},{"key":"10.1016\/j.nicl.2018.04.037_bb0235","doi-asserted-by":"crossref","first-page":"1221","DOI":"10.1111\/j.1460-9568.2005.04294.x","article-title":"Functional MRI of facial emotion recognition deficits in schizophrenia and their electrophysiological correlates","volume":"22","author":"Johnston","year":"2005","journal-title":"Eur. J. Neurosci."},{"key":"10.1016\/j.nicl.2018.04.037_bb0240","doi-asserted-by":"crossref","first-page":"390","DOI":"10.1016\/j.neuroimage.2014.06.075","article-title":"Multisite longitudinal reliability of tract-based spatial statistics in diffusion tensor imaging of healthy elderly subjects","volume":"101","author":"Jovicich","year":"2014","journal-title":"NeuroImage"},{"key":"10.1016\/j.nicl.2018.04.037_bb0245","doi-asserted-by":"crossref","first-page":"442","DOI":"10.1016\/j.neuroimage.2015.07.010","article-title":"Longitudinal reproducibility of default-mode network connectivity in healthy elderly participants: a multicentric resting-state fMRI study","volume":"124","author":"Jovicich","year":"2015","journal-title":"NeuroImage"},{"key":"10.1016\/j.nicl.2018.04.037_bb0250","doi-asserted-by":"crossref","first-page":"213","DOI":"10.1016\/S0079-6123(08)63331-2","article-title":"Theories of visual cortex organization in primates: areas of the third level","volume":"112","author":"Kaas","year":"1995","journal-title":"Prog. Brain Res."},{"key":"10.1016\/j.nicl.2018.04.037_bb0255","doi-asserted-by":"crossref","first-page":"8432","DOI":"10.1523\/JNEUROSCI.23-23-08432.2003","article-title":"Cerebellar loops with motor cortex and prefrontal cortex of a nonhuman primate","volume":"23","author":"Kelly","year":"2003","journal-title":"J. Neurosci."},{"key":"10.1016\/j.nicl.2018.04.037_bb0260","doi-asserted-by":"crossref","first-page":"191","DOI":"10.1016\/S0920-9964(02)00306-7","article-title":"Morphometric abnormality of the insula in schizophrenia: a comparison with obsessive-compulsive disorder and normal control using MRI","volume":"60","author":"Kim","year":"2003","journal-title":"Schizophr. Res."},{"key":"10.1016\/j.nicl.2018.04.037_bb0265","doi-asserted-by":"crossref","first-page":"3795","DOI":"10.1002\/hbm.20807","article-title":"Dysregulation of working memory and default-mode networks in schizophrenia using independent component analysis, an fBIRN and MCIC study","volume":"30","author":"Kim","year":"2009","journal-title":"Hum. Brain Mapp."},{"key":"10.1016\/j.nicl.2018.04.037_bb0270","doi-asserted-by":"crossref","first-page":"1216","DOI":"10.1093\/schbul\/sbu059","article-title":"Disrupted modular architecture of cerebellum in schizophrenia: a graph theoretic analysis","volume":"40","author":"Kim","year":"2014","journal-title":"Schizophr. Bull."},{"key":"10.1016\/j.nicl.2018.04.037_bb0275","doi-asserted-by":"crossref","first-page":"1140","DOI":"10.1093\/schbul\/sbt142","article-title":"Accelerated brain aging in schizophrenia and beyond: a neuroanatomical marker of psychiatric disorders","volume":"40","author":"Koutsouleris","year":"2014","journal-title":"Schizophr. Bull."},{"key":"10.1016\/j.nicl.2018.04.037_bb0280","first-page":"6417","article-title":"Learning task grouping and overlap in multi-task learning","volume":"1206","author":"Kumar","year":"2012","journal-title":"arXiv Preprint arXiv"},{"key":"10.1016\/j.nicl.2018.04.037_bb0285","doi-asserted-by":"crossref","first-page":"775","DOI":"10.1001\/archpsyc.59.9.775","article-title":"Fusiform gyrus volume reduction in first-episode schizophrenia: a magnetic resonance imaging study","volume":"59","author":"Lee","year":"2002","journal-title":"Arch. Gen. Psychiatry"},{"key":"10.1016\/j.nicl.2018.04.037_bb0290","doi-asserted-by":"crossref","first-page":"1475","DOI":"10.1017\/S0033291711002157","article-title":"Volume increases in putamen associated with positive symptom reduction in previously drug-naive schizophrenia after 6\u202fweeks antipsychotic treatment","volume":"42","author":"Li","year":"2012","journal-title":"Psychol. Med."},{"key":"10.1016\/j.nicl.2018.04.037_bb0295","doi-asserted-by":"crossref","first-page":"298","DOI":"10.1016\/j.neuroimage.2014.02.008","article-title":"Bayesian multi-task learning for decoding multi-subject neuroimaging data","volume":"92","author":"Marquand","year":"2014","journal-title":"NeuroImage"},{"key":"10.1016\/j.nicl.2018.04.037_bb0300","doi-asserted-by":"crossref","first-page":"818","DOI":"10.3389\/fnhum.2014.00818","article-title":"The role of the precuneus in metaphor comprehension: evidence from an fMRI study in people with schizophrenia and healthy participants","volume":"8","author":"Mashal","year":"2014","journal-title":"Front. Hum. Neurosci."},{"key":"10.1016\/j.nicl.2018.04.037_bb0305","doi-asserted-by":"crossref","first-page":"85","DOI":"10.1016\/j.schres.2008.06.013","article-title":"An fMRI study of working memory in first-degree unaffected relatives of schizophrenia patients","volume":"104","author":"Meda","year":"2008","journal-title":"Schizophr. Res."},{"key":"10.1016\/j.nicl.2018.04.037_bb0310","doi-asserted-by":"crossref","first-page":"44","DOI":"10.1016\/j.schres.2008.06.023","article-title":"Structural brain alterations at different stages of schizophrenia: a voxel-based morphometric study","volume":"104","author":"Meisenzahl","year":"2008","journal-title":"Schizophr. Res."},{"key":"10.1016\/j.nicl.2018.04.037_bb0315","doi-asserted-by":"crossref","first-page":"241","DOI":"10.1016\/j.schres.2009.06.022","article-title":"Poor outcome in chronic schizophrenia is associated with progressive loss of volume of the putamen","volume":"113","author":"Mitelman","year":"2009","journal-title":"Schizophr. Res."},{"key":"10.1016\/j.nicl.2018.04.037_bb0320","doi-asserted-by":"crossref","first-page":"357","DOI":"10.1007\/s12311-015-0696-2","article-title":"Emotion and theory of mind in schizophrenia-investigating the role of the cerebellum","volume":"15","author":"Mothersill","year":"2016","journal-title":"Cerebellum"},{"key":"10.1016\/j.nicl.2018.04.037_bb0325","doi-asserted-by":"crossref","first-page":"556","DOI":"10.1007\/s00221-006-0503-x","article-title":"Increased cannabinoid receptor density in the posterior cingulate cortex in schizophrenia","volume":"172","author":"Newell","year":"2006","journal-title":"Exp. Brain Res."},{"key":"10.1016\/j.nicl.2018.04.037_bb0330","doi-asserted-by":"crossref","first-page":"599","DOI":"10.3389\/fnhum.2013.00599","article-title":"Multisite functional connectivity MRI classification of autism: ABIDE results","volume":"7","author":"Nielsen","year":"2013","journal-title":"Front. Hum. Neurosci."},{"key":"10.1016\/j.nicl.2018.04.037_bb0335","doi-asserted-by":"crossref","first-page":"1539","DOI":"10.1176\/appi.ajp.162.8.1539","article-title":"Reduced left angular gyrus volume in first-episode schizophrenia","volume":"162","author":"Nierenberg","year":"2005","journal-title":"Am. J. Psychiatry"},{"key":"10.1016\/j.nicl.2018.04.037_bb0340","doi-asserted-by":"crossref","first-page":"428","DOI":"10.1176\/appi.ajp.157.3.428","article-title":"Abnormal angular gyrus asymmetry in schizophrenia","volume":"157","author":"Niznikiewicz","year":"2000","journal-title":"Am. J. Psychiatry"},{"key":"10.1016\/j.nicl.2018.04.037_bb0345","doi-asserted-by":"crossref","first-page":"917","DOI":"10.1006\/nimg.2001.1016","article-title":"Retrieval of visual, auditory, and abstract semantics","volume":"15","author":"Noppeney","year":"2002","journal-title":"NeuroImage"},{"key":"10.1016\/j.nicl.2018.04.037_bb0350","doi-asserted-by":"crossref","first-page":"231","DOI":"10.1007\/s11222-008-9111-x","article-title":"Joint covariate selection and joint subspace selection for multiple classification problems","volume":"20","author":"Obozinski","year":"2010","journal-title":"Stat. Comput."},{"key":"10.1016\/j.nicl.2018.04.037_bb0355","doi-asserted-by":"crossref","first-page":"64","DOI":"10.1038\/nn785","article-title":"Anatomic subdivisions in human temporal cortical neuronal activity related to recent verbal memory","volume":"5","author":"Ojemann","year":"2002","journal-title":"Nat. Neurosci."},{"key":"10.1016\/j.nicl.2018.04.037_bb0360","doi-asserted-by":"crossref","first-page":"349","DOI":"10.1001\/archpsyc.60.4.349","article-title":"Fusiform gyrus volume reduction and facial recognition in chronic schizophrenia","volume":"60","author":"Onitsuka","year":"2003","journal-title":"Arch. Gen. Psychiatry"},{"key":"10.1016\/j.nicl.2018.04.037_bb0365","doi-asserted-by":"crossref","first-page":"599","DOI":"10.1176\/appi.ajp.162.3.599","article-title":"Association between reduced extraversion and right posterior fusiform gyrus gray matter reduction in chronic schizophrenia","volume":"162","author":"Onitsuka","year":"2005","journal-title":"Am. J. Psychiatry"},{"key":"10.1016\/j.nicl.2018.04.037_bb0370","doi-asserted-by":"crossref","first-page":"399","DOI":"10.1503\/jpn.110119","article-title":"Aberrant cortical gyrification in schizophrenia: a surface-based morphometry study","volume":"37","author":"Palaniyappan","year":"2012","journal-title":"J. Psychiatry Neurosci."},{"key":"10.1016\/j.nicl.2018.04.037_bb0375","doi-asserted-by":"crossref","first-page":"17","DOI":"10.1503\/jpn.100176","article-title":"Does the salience network play a cardinal role in psychosis? An emerging hypothesis of insular dysfunction","volume":"37","author":"Palaniyappan","year":"2012","journal-title":"J. Psychiatry Neurosci."},{"key":"10.1016\/j.nicl.2018.04.037_bb0380","doi-asserted-by":"crossref","first-page":"169","DOI":"10.1016\/j.schres.2012.01.038","article-title":"Structural correlates of auditory hallucinations in schizophrenia: a meta-analysis","volume":"137","author":"Palaniyappan","year":"2012","journal-title":"Schizophr. Res."},{"key":"10.1016\/j.nicl.2018.04.037_bb0385","doi-asserted-by":"crossref","first-page":"1345","DOI":"10.1109\/TKDE.2009.191","article-title":"A survey on transfer learning","volume":"22","author":"Pan","year":"2010","journal-title":"IEEE Trans. Knowl. Data"},{"key":"10.1016\/j.nicl.2018.04.037_bb0390","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1093\/schbul\/sbn166","article-title":"Multisite collaborations and large databases in psychiatric neuroimaging: advantages, problems, and challenges","volume":"35","author":"Pearlson","year":"2009","journal-title":"Schizophr. Bull."},{"key":"10.1016\/j.nicl.2018.04.037_bb0395","doi-asserted-by":"crossref","first-page":"427","DOI":"10.1002\/jmri.10377","article-title":"Replicability of diffusion tensor imaging measurements of fractional anisotropy and trace in brain","volume":"18","author":"Pfefferbaum","year":"2003","journal-title":"J. Magn. Reson. Imaging"},{"key":"10.1016\/j.nicl.2018.04.037_bb0400","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1093\/schbul\/sbn162","article-title":"Working memory and DLPFC inefficiency in schizophrenia: the FBIRN study","volume":"35","author":"Potkin","year":"2009","journal-title":"Schizophr. Bull."},{"key":"10.1016\/j.nicl.2018.04.037_bb0405","doi-asserted-by":"crossref","first-page":"62","DOI":"10.1111\/j.1749-6632.2010.05444.x","article-title":"The anatomy of language: a review of 100 fMRI studies published in 2009","volume":"1191","author":"Price","year":"2010","journal-title":"Ann. N. Y. Acad. Sci."},{"key":"10.1016\/j.nicl.2018.04.037_bb0410","doi-asserted-by":"crossref","DOI":"10.1155\/2014\/325052","article-title":"Patients with poor response to antipsychotics have a more severe pattern of frontal atrophy: a voxel-based morphometry study of treatment resistance in schizophrenia","volume":"2014","author":"Quarantelli","year":"2014","journal-title":"Biomed. Res. Int."},{"key":"10.1016\/j.nicl.2018.04.037_bb0415","series-title":"Conference on Neural Information Processing Systems","article-title":"Sparse overlapping sets Lasso for multitask learning and its application to fMRI analysis","volume":"2013","author":"Rao","year":"2013"},{"key":"10.1016\/j.nicl.2018.04.037_bb0420","doi-asserted-by":"crossref","first-page":"512","DOI":"10.1192\/bjp.174.6.512","article-title":"Reduction of the parahippocampal gyrus and the hippocampus in patients with chronic schizophrenia","volume":"174","author":"Razi","year":"1999","journal-title":"Br. J. Psychiatry"},{"key":"10.1016\/j.nicl.2018.04.037_bb0425","doi-asserted-by":"crossref","first-page":"79","DOI":"10.1016\/j.schres.2007.01.029","article-title":"Prefrontal-thalamic-cerebellar gray matter networks and executive functioning in schizophrenia","volume":"93","author":"Rusch","year":"2007","journal-title":"Schizophr. Res."},{"key":"10.1016\/j.nicl.2018.04.037_bb0430","doi-asserted-by":"crossref","first-page":"s117","DOI":"10.1192\/bjp.191.51.s117","article-title":"Grey matter abnormalities in Brazilians with first-episode psychosis","volume":"51","author":"Schaufelberger","year":"2007","journal-title":"Br. J. Psychiatry Suppl."},{"key":"10.1016\/j.nicl.2018.04.037_bb0435","doi-asserted-by":"crossref","first-page":"1967","DOI":"10.1002\/hbm.20991","article-title":"Mapping reliability in multicenter MRI: voxel-based morphometry and cortical thickness","volume":"31","author":"Schnack","year":"2010","journal-title":"Hum. Brain Mapp."},{"key":"10.1016\/j.nicl.2018.04.037_bb0440","doi-asserted-by":"crossref","first-page":"197","DOI":"10.1192\/bjp.167.2.197","article-title":"Sensorimotor cortex and supplementary motor area changes in schizophrenia. A study with functional magnetic resonance imaging","volume":"167","author":"Schroder","year":"1995","journal-title":"Br. J. Psychiatry"},{"key":"10.1016\/j.nicl.2018.04.037_bb0445","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1016\/j.schres.2010.08.033","article-title":"Increased parahippocampal and lingual gyrification in first-episode schizophrenia","volume":"123","author":"Schultz","year":"2010","journal-title":"Schizophr. Res."},{"key":"10.1016\/j.nicl.2018.04.037_bb0450","doi-asserted-by":"crossref","first-page":"82","DOI":"10.1093\/schbul\/sbn150","article-title":"Voxel-based morphometric multisite collaborative study on schizophrenia","volume":"35","author":"Segall","year":"2009","journal-title":"Schizophr. Bull."},{"key":"10.1016\/j.nicl.2018.04.037_bb0455","doi-asserted-by":"crossref","first-page":"289","DOI":"10.1016\/j.neuroimage.2007.11.020","article-title":"Increased neural response related to neutral faces in individuals at risk for psychosis","volume":"40","author":"Seiferth","year":"2008","journal-title":"NeuroImage"},{"key":"10.1016\/j.nicl.2018.04.037_bb0460","doi-asserted-by":"crossref","first-page":"28","DOI":"10.1006\/nimg.2002.1301","article-title":"Very high-resolution morphometry using mass-preserving deformations and HAMMER elastic registration","volume":"18","author":"Shen","year":"2003","journal-title":"NeuroImage"},{"key":"10.1016\/j.nicl.2018.04.037_bb0465","doi-asserted-by":"crossref","first-page":"304","DOI":"10.1007\/s12311-008-0031-2","article-title":"Functional asymmetry in the cerebellum: a brief review","volume":"7","author":"Hu","year":"2008","journal-title":"Cerebellum"},{"key":"10.1016\/j.nicl.2018.04.037_bb0470","doi-asserted-by":"crossref","first-page":"3110","DOI":"10.1016\/j.neuroimage.2009.11.011","article-title":"Discriminative analysis of resting-state functional connectivity patterns of schizophrenia using low dimensional embedding of fMRI","volume":"49","author":"Shen","year":"2010","journal-title":"NeuroImage"},{"key":"10.1016\/j.nicl.2018.04.037_bb0475","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/S0920-9964(01)00163-3","article-title":"A review of MRI findings in schizophrenia","volume":"49","author":"Shenton","year":"2001","journal-title":"Schizophr. Res."},{"key":"10.1016\/j.nicl.2018.04.037_bb0480","doi-asserted-by":"crossref","first-page":"413","DOI":"10.1007\/s00234-014-1325-3","article-title":"Motor function deficits in schizophrenia: an fMRI and VBM study","volume":"56","author":"Singh","year":"2014","journal-title":"Neuroradiology"},{"key":"10.1016\/j.nicl.2018.04.037_bb0485","doi-asserted-by":"crossref","first-page":"622","DOI":"10.1016\/j.media.2010.07.002","article-title":"DRAMMS: deformable registration via attribute matching and mutual-saliency weighting","volume":"15","author":"Ou","year":"2011","journal-title":"Med. Image Anal."},{"key":"10.1016\/j.nicl.2018.04.037_bb0490","doi-asserted-by":"crossref","first-page":"510","DOI":"10.1192\/bjp.188.6.510","article-title":"Brain volume in first-episode schizophrenia: systematic review and meta-analysis of magnetic resonance imaging studies","volume":"188","author":"Steen","year":"2006","journal-title":"Br. J. Psychiatry"},{"key":"10.1016\/j.nicl.2018.04.037_bb0495","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1002\/jmri.21419","article-title":"Investigation and validation of intersite fMRI studies using the same imaging hardware","volume":"28","author":"Sutton","year":"2008","journal-title":"J. Magn. Reson. Imaging"},{"key":"10.1016\/j.nicl.2018.04.037_bb0500","doi-asserted-by":"crossref","first-page":"1957","DOI":"10.1016\/j.pnpbp.2011.07.009","article-title":"A follow-up MRI study of the fusiform gyrus and middle and inferior temporal gyri in schizophrenia spectrum","volume":"35","author":"Takahashi","year":"2011","journal-title":"Prog. Neuro-Psychopharmacol. Biol. Psychiatry"},{"key":"10.1016\/j.nicl.2018.04.037_bb0505","doi-asserted-by":"crossref","first-page":"416","DOI":"10.1016\/j.nicl.2013.09.008","article-title":"Combined analysis of sMRI and fMRI imaging data provides accurate disease markers for hearing impairment","volume":"3","author":"Tan","year":"2013","journal-title":"Neuroimage Clin."},{"key":"10.1016\/j.nicl.2018.04.037_bb0510","doi-asserted-by":"crossref","first-page":"766","DOI":"10.1093\/schbul\/sbn141","article-title":"Morphometric brain abnormalities in schizophrenia in a population-based sample: relationship to duration of illness","volume":"36","author":"Tanskanen","year":"2010","journal-title":"Schizophr. Bull."},{"key":"10.1016\/j.nicl.2018.04.037_bb0515","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.nicl.2016.06.002","article-title":"Patterns of regional gray matter loss at different stages of schizophrenia: a multisite, cross-sectional VBM study in first-episode and chronic illness","volume":"12","author":"Torres","year":"2016","journal-title":"Neuroimage Clin."},{"key":"10.1016\/j.nicl.2018.04.037_bb0520","doi-asserted-by":"crossref","first-page":"1319","DOI":"10.1016\/S0028-3932(97)00085-7","article-title":"A neural basis for the retrieval of conceptual knowledge","volume":"35","author":"Tranel","year":"1997","journal-title":"Neuropsychologia"},{"key":"10.1016\/j.nicl.2018.04.037_bb0525","doi-asserted-by":"crossref","first-page":"635","DOI":"10.1016\/j.neuroimage.2005.06.058","article-title":"A population-average, landmark- and surface-based (PALS) atlas of human cerebral cortex","volume":"28","author":"Van Essen","year":"2005","journal-title":"NeuroImage"},{"key":"10.1016\/j.nicl.2018.04.037_bb0530","doi-asserted-by":"crossref","first-page":"370","DOI":"10.1097\/WCO.0b013e32832d92de","article-title":"Multisite neuroimaging trials","volume":"22","author":"Van Horn","year":"2009","journal-title":"Curr. Opin. Neurol."},{"key":"10.1016\/j.nicl.2018.04.037_bb0535","doi-asserted-by":"crossref","DOI":"10.1038\/tp.2012.116","article-title":"Progressive loss of cortical gray matter in schizophrenia: a meta-analysis and meta-regression of longitudinal MRI studies","volume":"2","author":"Vita","year":"2012","journal-title":"Transl. Psychiatry"},{"key":"10.1016\/j.nicl.2018.04.037_bb0540","doi-asserted-by":"crossref","first-page":"345","DOI":"10.1016\/j.schres.2014.12.006","article-title":"Cognitive correlates of gray matter abnormalities in adolescent siblings of patients with childhood-onset schizophrenia","volume":"161","author":"Wagshal","year":"2015","journal-title":"Schizophr. Res."},{"key":"10.1016\/j.nicl.2018.04.037_bb0545","doi-asserted-by":"crossref","first-page":"184","DOI":"10.1016\/j.pscychresns.2008.07.009","article-title":"Encoding deficit during face processing within the right fusiform face area in schizophrenia","volume":"172","author":"Walther","year":"2009","journal-title":"Psychiatry Res."},{"key":"10.1016\/j.nicl.2018.04.037_bb0550","doi-asserted-by":"crossref","unstructured":"Wang, H., Nie, F., Huang, H., Risacher, S., Ding, C., Saykin, A.J., Shen, L. (Sparse multi-task regression and feature selection to identify brain imaging predictors for memory performance). In; 2011. p 557\u2013562.","DOI":"10.1109\/ICCV.2011.6126288"},{"key":"10.1016\/j.nicl.2018.04.037_bb0555","series-title":"Proceeding of the 18th Annual International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)","article-title":"Classification of MRI under the presence of disease heterogeneity using multi-task learning: application to bipolar disorder","author":"Wang","year":"2015"},{"key":"10.1016\/j.nicl.2018.04.037_bb0560","series-title":"Multisite Disease Classification with Second International Workshop on Sparsity Techniques in Medical Imaging. Boston","author":"Watanabe","year":"2014"},{"key":"10.1016\/j.nicl.2018.04.037_bb0565","doi-asserted-by":"crossref","first-page":"27","DOI":"10.1176\/appi.ajp.2015.15060753","article-title":"Finding the elusive psychiatric \u201clesion\u201d with 21st-century neuroanatomy: a note of caution","volume":"173","author":"Weinberger","year":"2016","journal-title":"Am. J. Psychiatry"},{"key":"10.1016\/j.nicl.2018.04.037_bb0570","doi-asserted-by":"crossref","first-page":"454","DOI":"10.1016\/j.biopsych.2005.11.013","article-title":"Functional imaging as a predictor of schizophrenia","volume":"60","author":"Whalley","year":"2006","journal-title":"Biol. Psychiatry"},{"key":"10.1016\/j.nicl.2018.04.037_bb0575","doi-asserted-by":"crossref","first-page":"16","DOI":"10.1176\/ajp.157.1.16","article-title":"Meta-analysis of regional brain volumes in schizophrenia","volume":"157","author":"Wright","year":"2000","journal-title":"Am. J. Psychiatry"},{"key":"10.1016\/j.nicl.2018.04.037_bb0580","doi-asserted-by":"crossref","first-page":"1034","DOI":"10.1093\/cercor\/13.10.1034","article-title":"Polysensory interactions along lateral temporal regions evoked by audiovisual speech","volume":"13","author":"Wright","year":"2003","journal-title":"Cereb. Cortex"},{"key":"10.1016\/j.nicl.2018.04.037_bb0585","first-page":"35","article-title":"Multi-task learning for classification with Dirichlet process priors","volume":"8","author":"Xue","year":"2007","journal-title":"J. Mach. Learn. Res."},{"issue":"Suppl. 1","key":"10.1016\/j.nicl.2018.04.037_bb0590","doi-asserted-by":"crossref","first-page":"S185","DOI":"10.1016\/j.neurobiolaging.2014.07.045","article-title":"Cortical surface biomarkers for predicting cognitive outcomes using group l2,1 norm","volume":"36","author":"Yan","year":"2015","journal-title":"Neurobiol. Aging"},{"key":"10.1016\/j.nicl.2018.04.037_bb0595","doi-asserted-by":"crossref","first-page":"205","DOI":"10.1016\/j.pscychresns.2006.06.002","article-title":"Preserved function of the fusiform face area in schizophrenia as revealed by fMRI","volume":"148","author":"Yoon","year":"2006","journal-title":"Psychiatry Res."},{"key":"10.1016\/j.nicl.2018.04.037_bb0600","doi-asserted-by":"crossref","first-page":"784","DOI":"10.1002\/hbm.21066","article-title":"Sub-patterns of language network reorganization in pediatric localization related epilepsy: a multisite study","volume":"32","author":"You","year":"2011","journal-title":"Hum. Brain Mapp."},{"key":"10.1016\/j.nicl.2018.04.037_bb0605","doi-asserted-by":"crossref","first-page":"116","DOI":"10.1016\/j.pnpbp.2012.12.005","article-title":"Neuroanatomical pattern classification in a population-based sample of first-episode schizophrenia","volume":"43","author":"Zanetti","year":"2013","journal-title":"Prog. Neuro-Psychopharmacol. Biol. Psychiatry"}],"container-title":["NeuroImage: Clinical"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S2213158218301463?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S2213158218301463?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T04:21:43Z","timestamp":1761970903000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S2213158218301463"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"references-count":121,"alternative-id":["S2213158218301463"],"URL":"https:\/\/doi.org\/10.1016\/j.nicl.2018.04.037","relation":{},"ISSN":["2213-1582"],"issn-type":[{"value":"2213-1582","type":"print"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Classification of multi-site MR images in the presence of heterogeneity using multi-task learning","name":"articletitle","label":"Article Title"},{"value":"NeuroImage: Clinical","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.nicl.2018.04.037","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2018 The Authors. Published by Elsevier Inc.","name":"copyright","label":"Copyright"}]}}