{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T15:11:22Z","timestamp":1783437082513,"version":"3.54.6"},"reference-count":64,"publisher":"Frontiers Media SA","funder":[{"DOI":"10.13039\/501100007957","name":"Chongqing Municipal Education Commission","doi-asserted-by":"publisher","award":["KJ1500501"],"award-info":[{"award-number":["KJ1500501"]}],"id":[{"id":"10.13039\/501100007957","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007957","name":"Chongqing Municipal Education Commission","doi-asserted-by":"publisher","award":["KJ1600512"],"award-info":[{"award-number":["KJ1600512"]}],"id":[{"id":"10.13039\/501100007957","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007957","name":"Chongqing Municipal Education Commission","doi-asserted-by":"publisher","award":["Kj1600518"],"award-info":[{"award-number":["Kj1600518"]}],"id":[{"id":"10.13039\/501100007957","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61300154"],"award-info":[{"award-number":["61300154"]}],"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":["61402215"],"award-info":[{"award-number":["61402215"]}],"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":["11401060"],"award-info":[{"award-number":["11401060"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007129","name":"Natural Science Foundation of Shandong Province","doi-asserted-by":"publisher","award":["2014ZRB019E0"],"award-info":[{"award-number":["2014ZRB019E0"]}],"id":[{"id":"10.13039\/501100007129","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007129","name":"Natural Science Foundation of Shandong Province","doi-asserted-by":"publisher","award":["2014ZRB019VC"],"award-info":[{"award-number":["2014ZRB019VC"]}],"id":[{"id":"10.13039\/501100007129","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000009","name":"Foundation for the National Institutes of Health","doi-asserted-by":"publisher","award":["AG041721"],"award-info":[{"award-number":["AG041721"]}],"id":[{"id":"10.13039\/100000009","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000009","name":"Foundation for the National Institutes of Health","doi-asserted-by":"publisher","award":["MH107815"],"award-info":[{"award-number":["MH107815"]}],"id":[{"id":"10.13039\/100000009","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000009","name":"Foundation for the National Institutes of Health","doi-asserted-by":"publisher","award":["EB006733"],"award-info":[{"award-number":["EB006733"]}],"id":[{"id":"10.13039\/100000009","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000009","name":"Foundation for the National Institutes of Health","doi-asserted-by":"publisher","award":["EB008374"],"award-info":[{"award-number":["EB008374"]}],"id":[{"id":"10.13039\/100000009","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000009","name":"Foundation for the National Institutes of Health","doi-asserted-by":"publisher","award":["EB009634"],"award-info":[{"award-number":["EB009634"]}],"id":[{"id":"10.13039\/100000009","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Neuroinform."],"DOI":"10.3389\/fninf.2017.00055","type":"journal-article","created":{"date-parts":[[2017,8,30]],"date-time":"2017-08-30T23:56:55Z","timestamp":1504137415000},"update-policy":"https:\/\/2.zoppoz.workers.dev:443\/https\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":102,"title":["Remodeling Pearson's Correlation for Functional Brain Network Estimation and Autism Spectrum Disorder Identification"],"prefix":"10.3389","volume":"11","author":[{"given":"Weikai","family":"Li","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhengxia","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Limei","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lishan","family":"Qiao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dinggang","family":"Shen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1965","published-online":{"date-parts":[[2017,8,31]]},"reference":[{"key":"B1","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1523\/JNEUROSCI.3874-05.2006","article-title":"A resilient, low-frequency, small-world human brain functional network with highly connected association cortical hubs","volume":"26","author":"Achard","year":"2006","journal-title":"J. Neurosci."},{"key":"B2","doi-asserted-by":"publisher","first-page":"262","DOI":"10.1176\/appi.ajp.160.2.262","article-title":"Differential effects of developmental cerebellar abnormality on cognitive and motor functions in the cerebellum: an fMRI study of autism","volume":"160","author":"Allen","year":"2003","journal-title":"Am. J. Psychiatry"},{"key":"B3","doi-asserted-by":"publisher","first-page":"1134","DOI":"10.1093\/cercor\/bhq190","article-title":"Decreased interhemispheric functional connectivity in autism","volume":"21","author":"Anderson","year":"2011","journal-title":"Cereb. Cortex"},{"key":"B4","first-page":"1","article-title":"Prevalence of autism spectrum disorder among children aged 8 years-autism and developmental disabilities monitoring network, 11 sites, United States, 2010","volume":"63","author":"Baio","year":"2014","journal-title":"MMWR"},{"key":"B5","doi-asserted-by":"publisher","first-page":"60","DOI":"10.1038\/scientificamerican0503-60","article-title":"Scale-free networks","volume":"288","author":"Barab\u00e1si","year":"2003","journal-title":"Sci. Am."},{"key":"B6","first-page":"691","article-title":"Incremental gradient, subgradient, and proximal methods for convex optimization: a survey","volume":"2","author":"Bertsekas","year":"2015","journal-title":"Optimization"},{"key":"B7","doi-asserted-by":"publisher","first-page":"557","DOI":"10.1016\/j.brainresbull.2003.06.001","article-title":"Brain anatomy and development in autism: review of structural MRI studies","volume":"61","author":"Brambilla","year":"2003","journal-title":"Brain Res. Bull."},{"key":"B8","doi-asserted-by":"publisher","first-page":"116","DOI":"10.1007\/s10339-006-0093-3","article-title":"Human brain activation elicited by the localization of sounds delivering at attended or unattended positions: an fMRI\/MEG study","volume":"7","author":"Brunetti","year":"2006","journal-title":"Cogn. Process."},{"key":"B9","doi-asserted-by":"publisher","first-page":"S5","DOI":"10.1186\/1471-2121-8-S1-S5","article-title":"Identifying directed links in large scale functional networks: application to brain fMRI","volume":"8","author":"Cecchi","year":"2007","journal-title":"BMC Cell Biol."},{"key":"B10","doi-asserted-by":"publisher","first-page":"389","DOI":"10.1145\/1961189.1961199","article-title":"LIBSVM: a library for support vectormachines","volume":"2","author":"Chang","year":"2007","journal-title":"ACM Trans. Intell. Syst. Technol."},{"key":"B11","volume-title":"Proximal Splitting Methods in Signal Processing. Fixed-Point Algorithms for Inverse Problems in Science and Engineering.","author":"Combettes","year":"2011"},{"key":"B12","doi-asserted-by":"publisher","first-page":"430","DOI":"10.3389\/fnhum.2013.00430","article-title":"Functional and structural connectivity of frontostriatal circuitry in autism spectrum disorder","volume":"7","author":"Delmonte","year":"2012","journal-title":"Front. Hum. Neurosci."},{"key":"B13","doi-asserted-by":"publisher","first-page":"659","DOI":"10.1038\/mp.2013.78","article-title":"The autism brain imaging data exchange: towards a large-scale evaluation of the intrinsic brain architecture in autism","volume":"19","author":"Di","year":"2014","journal-title":"Mol. Psychiatry"},{"key":"B14","doi-asserted-by":"publisher","first-page":"2197","DOI":"10.1073\/pnas.0437847100","article-title":"Optimally sparse representation in general (nonorthogonal) dictionaries via l","volume":"100","author":"Donoho","year":"2003","journal-title":"Proc. Natl. Acad. Sci. U.S.A."},{"key":"B15","doi-asserted-by":"publisher","first-page":"44","DOI":"10.1016\/j.neuroimage.2009.08.024","article-title":"Investigating the predictive value of whole-brain structural MR scans in autism: a pattern classification approach","volume":"49","author":"Ecker","year":"2010","journal-title":"Neuroimage"},{"key":"B16","doi-asserted-by":"publisher","first-page":"018102","DOI":"10.1103\/PhysRevLett.94.018102","article-title":"Scale-free brain functional networks","volume":"94","author":"Egu\u00edluz","year":"2005","journal-title":"Phys. Rev. Lett."},{"key":"B17","doi-asserted-by":"publisher","first-page":"S16","DOI":"10.1016\/j.jalz.2010.05.044","article-title":"MCI diagnosis via manifold based classification of functional brain networks","volume":"6","author":"Fan","year":"2010","journal-title":"Alzheimers Dementia"},{"key":"B18","first-page":"471","article-title":"Fundamentals of brain network analysis","volume":"47","author":"Fornito","year":"2016","journal-title":"Sociol. Q."},{"key":"B19","doi-asserted-by":"publisher","first-page":"346","DOI":"10.1002\/mrm.1910350312","article-title":"Movement-Related effects in fMRI time-series","volume":"35","author":"Friston","year":"1996","journal-title":"Magn. Reson. Med."},{"key":"B20","doi-asserted-by":"publisher","first-page":"786","DOI":"10.1016\/j.cub.2005.09.033","article-title":"Autism spectrum disorder","volume":"15","author":"Frith","year":"2005","journal-title":"Curr. Biol."},{"key":"B21","doi-asserted-by":"crossref","first-page":"343","DOI":"10.1111\/j.1365-2788.1993.tb00879.x","article-title":"Autism and related behaviors","volume":"37","author":"Gillberg","year":"1993","journal-title":"J. Intell. Disabil. Res."},{"key":"B22","doi-asserted-by":"publisher","first-page":"2711","DOI":"10.1093\/brain\/aws160","article-title":"Fractionation of social brain circuits in autism spectrum disorders","volume":"135","author":"Gotts","year":"2012","journal-title":"Brain"},{"key":"B23","doi-asserted-by":"publisher","first-page":"466","DOI":"10.1016\/S1053-8119(03)00112-5","article-title":"The elusive concept of brain connectivity","volume":"19","author":"Horwitz","year":"2003","journal-title":"Neuroimage"},{"key":"B24","first-page":"808","article-title":"Learning brain connectivity of Alzheimer's disease from neuroimaging data","volume-title":"Advances in Neural Information Processing Systems 22: Conference on Neural Information Processing Systems 2009. Proceedings of A Meeting Held 7-10 December 2009","author":"Huang","year":"2009"},{"key":"B25","doi-asserted-by":"publisher","first-page":"788","DOI":"10.1038\/nature09108","article-title":"Global and local fMRI signals driven by neurons defined optogenetically by type and wiring","volume":"465","author":"Jin","year":"2010","journal-title":"Nature"},{"key":"B26","doi-asserted-by":"publisher","first-page":"86","DOI":"10.1007\/s10548-008-0069-y","article-title":"Correspondence of Visual Evoked Potentials with FMRI signals in human visual cortex","volume":"21","author":"Kevin","year":"2008","journal-title":"Brain Topogr."},{"key":"B27","doi-asserted-by":"publisher","first-page":"2799","DOI":"10.1093\/brain\/awt216","article-title":"Biological sex affects the neurobiology of autism","volume":"136","author":"Lai","year":"2013","journal-title":"Brain"},{"key":"B28","doi-asserted-by":"publisher","first-page":"1154","DOI":"10.1109\/TMI.2011.2140380","article-title":"Sparse brain network recovery under compressed sensing","volume":"30","author":"Lee","year":"2011","journal-title":"IEEE Trans. Med. Imaging"},{"key":"B29","doi-asserted-by":"publisher","first-page":"431","DOI":"10.1080\/15427951.2005.10129111","article-title":"Towards a theory of scale-free graphs: definition, properties, and implications","volume":"2","author":"Li","year":"2005","journal-title":"Internet Math."},{"key":"B30","first-page":"308","article-title":"Inter-modality relationship constrained multi-task feature selection for AD\/MCI classification","volume":"16","author":"Liu","year":"2012","journal-title":"Med. Image Comput. Comput. Assist. Interv."},{"key":"B31","first-page":"40","article-title":"Learning scale free networks by reweighted L1 regularization","volume":"15","author":"Lin","year":"2011","journal-title":"J. Mach. Learn. Res."},{"key":"B32","doi-asserted-by":"publisher","first-page":"60","DOI":"10.1016\/j.pscychresns.2010.09.008","article-title":"The loss of asymmetry and reduced interhemispheric connectivity in adolescents with autism: a study using diffusion spectrum imaging tractography","volume":"192","author":"Lo","year":"2011","journal-title":"Psychiatry Res."},{"key":"B33","doi-asserted-by":"publisher","first-page":"541","DOI":"10.1016\/S0896-6273(00)00115-X","article-title":"Autism spectrum disorders","volume":"41","author":"Lord","year":"2000","journal-title":"Neuron"},{"key":"B34","doi-asserted-by":"publisher","first-page":"490","DOI":"10.1111\/j.1469-7610.2012.02547.x","article-title":"Annual research review: re-thinking the classification of autism spectrum disorders","volume":"53","author":"Lord","year":"2012","journal-title":"J. Child Psychol. Psychiatry Allied Discipl."},{"key":"B35","doi-asserted-by":"publisher","first-page":"393","DOI":"10.1126\/science.1131295","article-title":"Wandering minds: the default network and stimulus-independent thought","volume":"315","author":"Mason","year":"2007","journal-title":"Science"},{"key":"B36","doi-asserted-by":"publisher","first-page":"1436","DOI":"10.1214\/009053606000000281","article-title":"High-dimensional graphs and variable selection with the Lasso","volume":"34","author":"Meinshausen","year":"2006","journal-title":"Ann. Stat."},{"key":"B37","doi-asserted-by":"publisher","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":"B38","doi-asserted-by":"publisher","first-page":"1619","DOI":"10.1126\/science.1227764","article-title":"Multiplex targeted sequencing identifies recurrently mutated genes in autism spectrum disorders","volume":"338","author":"O'Roak","year":"2012","journal-title":"Science"},{"key":"B39","doi-asserted-by":"publisher","first-page":"735","DOI":"10.1198\/jasa.2009.0126","article-title":"Partial correlation estimation by joint sparse regression models","volume":"104","author":"Peng","year":"2009","journal-title":"J. Am. Stat. Assoc."},{"key":"B40","doi-asserted-by":"publisher","first-page":"320","DOI":"10.1016\/j.neuroimage.2013.08.048","article-title":"Methods to detect, characterize, and remove motion artifact in resting state fMRI","volume":"84","author":"Power","year":"2013","journal-title":"Neuroimage"},{"key":"B41","doi-asserted-by":"publisher","first-page":"399","DOI":"10.1016\/j.neuroimage.2016.07.058","article-title":"Estimating functional brain networks by incorporating a modularity prior","volume":"141","author":"Qiao","year":"2016","journal-title":"Neuroimage"},{"key":"B42","doi-asserted-by":"publisher","first-page":"493","DOI":"10.1016\/j.neuroimage.2014.11.021","article-title":"Sparse network-based models for patient classification using fMRI","volume":"105","author":"Rosa","year":"2015","journal-title":"Neuroimage"},{"key":"B43","first-page":"495","article-title":"Diagnostic and statistical manual of mental disorders (DSM-IV-TR)","volume-title":"Corsini Encyclopedia of Psychology","author":"Segal","year":"2013"},{"key":"B44","doi-asserted-by":"publisher","first-page":"1223","DOI":"10.1109\/LSP.2013.2285579","article-title":"Exact reconstruction analysis of log-sum minimization for compressed sensing","volume":"20","author":"Shen","year":"2013","journal-title":"IEEE Signal Process. Lett."},{"key":"B45","doi-asserted-by":"publisher","first-page":"875","DOI":"10.1016\/j.neuroimage.2010.08.063","article-title":"Network modelling methods for FMRI","volume":"54","author":"Smith","year":"2011","journal-title":"Neuroimage"},{"key":"B46","doi-asserted-by":"publisher","first-page":"666","DOI":"10.1016\/j.tics.2013.09.016","article-title":"Functional connectomics from resting-state fMRI","volume":"17","author":"Smith","year":"2013","journal-title":"Trends Cogn. Sci."},{"key":"B47","volume-title":"Networks of the Brain.","author":"Sporns","year":"2011"},{"key":"B48","doi-asserted-by":"publisher","first-page":"683","DOI":"10.1038\/nrn3801","article-title":"Modern network science of neurological disorders","volume":"15","author":"Stam","year":"2014","journal-title":"Nature Rev. Neurosci."},{"key":"B49","doi-asserted-by":"publisher","first-page":"e1000100","DOI":"10.1371\/journal.pcbi.1000100","article-title":"Network analysis of intrinsic functional brain connectivity in Alzheimer's Disease","volume":"4","author":"Supekar","year":"2008","journal-title":"PLoS Comput. Biol."},{"key":"B50","doi-asserted-by":"publisher","first-page":"S70","DOI":"10.1016\/j.ejphar.2011.07.013","article-title":"Pathways underlying the gut-to-brain connection in autism spectrum disorders as future targets for disease management","volume":"668","author":"Theije","year":"2011","journal-title":"Eur. J. Pharmacol."},{"key":"B51","doi-asserted-by":"publisher","first-page":"1067","DOI":"10.1109\/LSP.2009.2030111","article-title":"Dual augmented lagrangian method for efficient sparse reconstruction","volume":"16","author":"Tomioka","year":"2009","journal-title":"IEEE Signal Process. Lett."},{"key":"B52","doi-asserted-by":"publisher","first-page":"3257","DOI":"10.1073\/pnas.96.6.3257","article-title":"Measures of degeneracy and redundancy in biological networks","volume":"96","author":"Tononi","year":"1999","journal-title":"Proc. Natl. Acad. Sci. U.S.A."},{"key":"B53","doi-asserted-by":"publisher","first-page":"273","DOI":"10.1006\/nimg.2001.0978","article-title":"Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain","volume":"15","author":"Tzourio-Mazoyer","year":"2002","journal-title":"Neuroimage"},{"key":"B54","doi-asserted-by":"publisher","first-page":"528","DOI":"10.1038\/nature07999","article-title":"Common genetic variants on 5p14.1 associate with autism spectrum disorders","volume":"459","author":"Wang","year":"2009","journal-title":"Nature"},{"key":"B55","doi-asserted-by":"publisher","first-page":"440","DOI":"10.1038\/30918","article-title":"Collective dynamics of \u201csmall-world\u201d networks","volume":"393","author":"Watts","year":"1998","journal-title":"Nature"},{"key":"B56","doi-asserted-by":"publisher","first-page":"212","DOI":"10.1111\/cns.12499","article-title":"Diagnosis of autism spectrum disorders using temporally distinct resting-state functional connectivity networks","volume":"22","author":"Wee","year":"2016","journal-title":"CNS Neurosci. Ther."},{"key":"B57","doi-asserted-by":"publisher","first-page":"2045","DOI":"10.1016\/j.neuroimage.2011.10.015","article-title":"Identification of MCI individuals using structural and functional connectivity networks","volume":"59","author":"Wee","year":"2012","journal-title":"Neuroimage"},{"key":"B58","doi-asserted-by":"publisher","first-page":"641","DOI":"10.1007\/s00429-013-0524-8","article-title":"Group-constrained sparse fMRI connectivity modeling for mild cognitive impairment identification","volume":"219","author":"Wee","year":"2014","journal-title":"Brain Struct. Funct."},{"key":"B59","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1098\/rstb.1986.0056","article-title":"The structure of the nervous system of the nematode Caenorhabditis elegans","volume":"314","author":"White","year":"1986","journal-title":"Philos. Trans. R. Soc. Lond."},{"key":"B60","doi-asserted-by":"publisher","first-page":"183","DOI":"10.1016\/j.neuroimage.2013.03.004","article-title":"A comprehensive assessment of regional variation in the impact of head micromovements on functional connectomics","volume":"76","author":"Yan","year":"2013","journal-title":"Neuroimage"},{"key":"B61","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-319-46720-7_5","article-title":"Correlation-weighted sparse group representation for brain network construction in MCI classification","volume-title":"Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2016","author":"Yu","year":"2016"},{"key":"B62","doi-asserted-by":"publisher","first-page":"49","DOI":"10.1111\/j.1467-9868.2005.00532.x","article-title":"Model selection and estimation in regression with grouped variables","volume":"68","author":"Yuan","year":"2006","journal-title":"J. R. Stat. Soc."},{"key":"B63","doi-asserted-by":"publisher","first-page":"58","DOI":"10.1016\/j.amc.2013.08.010","article-title":"New and improved conditions for uniqueness of sparsest solutions of underdetermined linear systems","volume":"224","author":"Zhao","year":"2013","journal-title":"Appl. Mathem. Comput."},{"key":"B64","doi-asserted-by":"publisher","first-page":"238103","DOI":"10.1103\/PhysRevLett.97.238103","article-title":"Hierarchical organization unveiled by functional connectivity in complex brain networks","volume":"97","author":"Zhou","year":"2006","journal-title":"Phys. Rev. Lett."}],"container-title":["Frontiers in Neuroinformatics"],"original-title":[],"link":[{"URL":"https:\/\/2.zoppoz.workers.dev:443\/http\/journal.frontiersin.org\/article\/10.3389\/fninf.2017.00055\/full","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,8,30]],"date-time":"2017-08-30T23:57:08Z","timestamp":1504137428000},"score":1,"resource":{"primary":{"URL":"https:\/\/2.zoppoz.workers.dev:443\/http\/journal.frontiersin.org\/article\/10.3389\/fninf.2017.00055\/full"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,8,31]]},"references-count":64,"alternative-id":["10.3389\/fninf.2017.00055"],"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/doi.org\/10.3389\/fninf.2017.00055","relation":{"has-preprint":[{"id-type":"doi","id":"10.1101\/191262","asserted-by":"object"}]},"ISSN":["1662-5196"],"issn-type":[{"value":"1662-5196","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,8,31]]},"article-number":"55"}}