{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,6]],"date-time":"2026-06-06T18:11:19Z","timestamp":1780769479387,"version":"3.54.1"},"reference-count":53,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2018,4,1]],"date-time":"2018-04-01T00:00:00Z","timestamp":1522540800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2018,4,1]],"date-time":"2018-04-01T00:00:00Z","timestamp":1522540800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2017,7,3]],"date-time":"2017-07-03T00:00:00Z","timestamp":1499040000000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/100009607","name":"McDonnell Center for Systems Neuroscience","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100009607","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000135","name":"NIH Blueprint for Neuroscience Research","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000135","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003246","name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","doi-asserted-by":"publisher","award":["NWO-Veni 016.171.068"],"award-info":[{"award-number":["NWO-Veni 016.171.068"]}],"id":[{"id":"10.13039\/501100003246","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003246","name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","doi-asserted-by":"publisher","award":["NWO-Vidi 016.156.415"],"award-info":[{"award-number":["NWO-Vidi 016.156.415"]}],"id":[{"id":"10.13039\/501100003246","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003246","name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","doi-asserted-by":"publisher","award":["NWO-Vidi 864.12.003"],"award-info":[{"award-number":["NWO-Vidi 864.12.003"]}],"id":[{"id":"10.13039\/501100003246","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100010269","name":"Wellcome Trust","doi-asserted-by":"publisher","award":["098369\/Z\/12\/Z"],"award-info":[{"award-number":["098369\/Z\/12\/Z"]}],"id":[{"id":"10.13039\/100010269","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["NeuroImage"],"published-print":{"date-parts":[[2018,4]]},"DOI":"10.1016\/j.neuroimage.2017.06.075","type":"journal-article","created":{"date-parts":[[2017,6,27]],"date-time":"2017-06-27T14:16:47Z","timestamp":1498573007000},"page":"83-94","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":274,"special_numbering":"C","title":["Connectopic mapping with resting-state fMRI"],"prefix":"10.1016","volume":"170","author":[{"given":"Koen V.","family":"Haak","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Andre F.","family":"Marquand","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Christian F.","family":"Beckmann","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.neuroimage.2017.06.075_bib1","doi-asserted-by":"crossref","first-page":"20110","DOI":"10.1073\/pnas.1011616107","article-title":"Topographic maps of multisensory attention","volume":"107","author":"Anderson","year":"2010","journal-title":"Proc. Natl. Acad. Sci. U. S. A."},{"key":"10.1016\/j.neuroimage.2017.06.075_bib2","doi-asserted-by":"crossref","first-page":"169","DOI":"10.1016\/j.neuroimage.2013.05.033","article-title":"Function in the human connectome: task-fMRI and individual differences in behavior","volume":"80","author":"Barch","year":"2013","journal-title":"Neuroimage"},{"key":"10.1016\/j.neuroimage.2017.06.075_bib3","doi-asserted-by":"crossref","first-page":"1001","DOI":"10.1098\/rstb.2005.1634","article-title":"Investigations into resting-state connectivity using independent component analysis","volume":"360","author":"Beckmann","year":"2005","journal-title":"Philos. Trans. R. Soc. Lond B Biol. Sci."},{"key":"10.1016\/j.neuroimage.2017.06.075_bib4","doi-asserted-by":"crossref","first-page":"1373","DOI":"10.1162\/089976603321780317","article-title":"Laplacian eigenmaps for dimensionality reduction and data representation","volume":"15","author":"Belkin","year":"2003","journal-title":"Neural Comput."},{"key":"10.1016\/j.neuroimage.2017.06.075_bib5","doi-asserted-by":"crossref","first-page":"313","DOI":"10.1016\/j.neuroimage.2013.03.024","article-title":"Spatially constrained hierarchical parcellation of the brain with resting-state fMRI","volume":"76","author":"Blumensath","year":"2013","journal-title":"NeuroImage"},{"key":"10.1016\/j.neuroimage.2017.06.075_bib6","doi-asserted-by":"crossref","first-page":"2322","DOI":"10.1152\/jn.00339.2011","article-title":"The organization of the human cerebellum estimated by intrinsic functional connectivity","volume":"106","author":"Buckner","year":"2011","journal-title":"J.\u00a0Neurophysiol."},{"key":"10.1016\/j.neuroimage.2017.06.075_bib7","doi-asserted-by":"crossref","first-page":"26","DOI":"10.1016\/j.ins.2015.08.029","article-title":"Intrinsic dimension estimation: advances and open problems","volume":"328","author":"Camastra","year":"2016","journal-title":"Inf. Sci."},{"key":"10.1016\/j.neuroimage.2017.06.075_bib8","doi-asserted-by":"crossref","first-page":"1566","DOI":"10.1002\/hbm.21132","article-title":"Discovering the somatotopic organization of the motor areas of the medial wall using low-frequency BOLD fluctuations","volume":"32","author":"Cauda","year":"2011","journal-title":"Hum. Brain Mapp."},{"key":"10.1016\/j.neuroimage.2017.06.075_bib9","doi-asserted-by":"crossref","first-page":"2005","DOI":"10.1002\/hbm.21338","article-title":"Probabilistic tractography recovers a rostrocaudal trajectory of connectivity variability in the human insular cortex","volume":"33","author":"Cerliani","year":"2012","journal-title":"Hum. Brain Mapp."},{"key":"10.1016\/j.neuroimage.2017.06.075_bib10","doi-asserted-by":"crossref","first-page":"45","DOI":"10.1016\/j.neuroimage.2008.01.066","article-title":"Defining functional areas in individual human brains using resting functional connectivity MRI","volume":"41","author":"Cohen","year":"2008","journal-title":"Neuroimage"},{"key":"10.1016\/j.neuroimage.2017.06.075_bib11","doi-asserted-by":"crossref","first-page":"1914","DOI":"10.1002\/hbm.21333","article-title":"A\u00a0whole brain fMRI atlas generated via spatially constrained spectral clustering","volume":"33","author":"Craddock","year":"2012","journal-title":"Hum. Brain Mapp."},{"key":"10.1016\/j.neuroimage.2017.06.075_bib12","first-page":"721","article-title":"Global versus local methods in nonlinear dimensionality reduction","volume":"15","author":"de Silva","year":"2003","journal-title":"Adv. Neural Inf. Process. Syst."},{"key":"10.1016\/j.neuroimage.2017.06.075_bib13","doi-asserted-by":"crossref","first-page":"269","DOI":"10.1007\/BF01386390","article-title":"A\u00a0note on two problems in connexion with graphs","volume":"1","author":"Dijkstra","year":"1959","journal-title":"Numer. Math."},{"key":"10.1016\/j.neuroimage.2017.06.075_bib14","doi-asserted-by":"crossref","first-page":"1664","DOI":"10.1038\/nn.4135","article-title":"Functional connectome fingerprinting: identifying individuals using patterns of brain connectivity","volume":"18","author":"Finn","year":"2015","journal-title":"Nat. Neurosci."},{"key":"10.1016\/j.neuroimage.2017.06.075_bib15","series-title":"Handbook of Spatial Statistics","author":"Gelfand","year":"2010"},{"key":"10.1016\/j.neuroimage.2017.06.075_bib16","doi-asserted-by":"crossref","first-page":"171","DOI":"10.1038\/nature18933","article-title":"A\u00a0multi-modal parcellation of human cerebral cortex","volume":"536","author":"Glasser","year":"2016","journal-title":"Nature"},{"key":"10.1016\/j.neuroimage.2017.06.075_bib17","doi-asserted-by":"crossref","first-page":"288","DOI":"10.1093\/cercor\/bhu239","article-title":"Generation and evaluation of a cortical area parcellation from resting-state correlations","volume":"26","author":"Gordon","year":"2014","journal-title":"Cereb. Cortex"},{"key":"10.1016\/j.neuroimage.2017.06.075_bib18","doi-asserted-by":"crossref","first-page":"339","DOI":"10.3389\/fnins.2014.00339","article-title":"Cortical connective field estimates from resting state fMRI activity","volume":"8","author":"Gravel","year":"2014","journal-title":"Front. Neurosci."},{"key":"10.1016\/j.neuroimage.2017.06.075_bib19","doi-asserted-by":"crossref","first-page":"232","DOI":"10.1016\/j.neuroimage.2014.03.034","article-title":"ICA-based artefact removal and accelerated fMRI acquisition for improved resting state network imaging","volume":"95","author":"Griffanti","year":"2014","journal-title":"Neuroimage"},{"key":"10.1016\/j.neuroimage.2017.06.075_bib20","doi-asserted-by":"crossref","first-page":"376","DOI":"10.1016\/j.neuroimage.2012.10.037","article-title":"Connective field modeling","volume":"66","author":"Haak","year":"2013","journal-title":"Neuroimage"},{"key":"10.1016\/j.neuroimage.2017.06.075_bib21","doi-asserted-by":"crossref","first-page":"335","DOI":"10.1111\/opo.12279","article-title":"Preserved retintopic connectivity in macular degeneration","volume":"36","author":"Haak","year":"2016","journal-title":"Ophthalmic & Physiol. Opt."},{"key":"10.1016\/j.neuroimage.2017.06.075_bib22","doi-asserted-by":"crossref","first-page":"1426","DOI":"10.1016\/j.neuroimage.2011.02.077","article-title":"Topographically specific functional connectivity between visual field maps in the human brain","volume":"56","author":"Heinzle","year":"2011","journal-title":"Neuroimage"},{"key":"10.1016\/j.neuroimage.2017.06.075_bib24","doi-asserted-by":"crossref","first-page":"169","DOI":"10.1089\/brain.2011.0033","article-title":"Tractography: where do we go from here?","volume":"1","author":"Jbabdi","year":"2011","journal-title":"Brain Connect."},{"key":"10.1016\/j.neuroimage.2017.06.075_bib25","doi-asserted-by":"crossref","first-page":"207","DOI":"10.1016\/j.conb.2012.12.004","article-title":"The topographic connectome","volume":"23","author":"Jbabdi","year":"2013","journal-title":"Curr. Opin. Neurobiol."},{"key":"10.1016\/j.neuroimage.2017.06.075_bib26","doi-asserted-by":"crossref","first-page":"13335","DOI":"10.1073\/pnas.0403743101","article-title":"Changes in connectivity profiles define functionally distinct regions in human medial frontal cortex","volume":"101","author":"Johansen-Berg","year":"2004","journal-title":"Proc. Natl. Acad. Sci. U. S. A."},{"key":"10.1016\/j.neuroimage.2017.06.075_bib27","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1016\/S0361-9230(97)00094-4","article-title":"Topographic maps are fundamental to sensory processing","volume":"44","author":"Kaas","year":"1997","journal-title":"Brain Res. Bull."},{"key":"10.1016\/j.neuroimage.2017.06.075_bib28","doi-asserted-by":"crossref","first-page":"657","DOI":"10.1016\/j.neuron.2015.06.037","article-title":"Functional system and areal organization of a highly sampled individual human brain","volume":"87","author":"Laumann","year":"2015","journal-title":"Neuron"},{"key":"10.1016\/j.neuroimage.2017.06.075_bib29","series-title":"Nonlinear Dimensionality Reduction","author":"Lee","year":"2007"},{"key":"10.1016\/j.neuroimage.2017.06.075_bib30","doi-asserted-by":"crossref","first-page":"936","DOI":"10.1109\/TCYB.2013.2277664","article-title":"Structural laplacian eigenmaps for modeling sets of multivariate sequences","volume":"44","author":"Lewandowski","year":"2014","journal-title":"Ieee Trans. Cybern."},{"key":"10.1016\/j.neuroimage.2017.06.075_bib32","doi-asserted-by":"crossref","first-page":"12574","DOI":"10.1073\/pnas.1608282113","article-title":"Situating the default-mode network along a principal gradient of macroscale cortical organization","volume":"113","author":"Margulies","year":"2016","journal-title":"Proc. Natl. Acad. Sci. U. S. A."},{"key":"10.1016\/j.neuroimage.2017.06.075_bib33","series-title":"Functional Topography of the Human Entorhinal Cortex. ELife 4","author":"Navarro Schr\u00f6der","year":"2015"},{"key":"10.1016\/j.neuroimage.2017.06.075_bib34","doi-asserted-by":"crossref","first-page":"681","DOI":"10.1016\/j.neuron.2014.09.007","article-title":"Studying brain organization via spontaneous fMRI signal","volume":"84","author":"Power","year":"2014","journal-title":"Neuron"},{"key":"10.1016\/j.neuroimage.2017.06.075_bib35","doi-asserted-by":"crossref","first-page":"911","DOI":"10.1016\/j.neuroimage.2013.09.060","article-title":"Patterns of resting state connectivity in human primary visual cortical areas: a 7T fMRI study","volume":"84","author":"Raemaekers","year":"2014","journal-title":"Neuroimage"},{"key":"10.1016\/j.neuroimage.2017.06.075_bib36","series-title":"Gaussian Processes for Machine Learning","author":"Rasmussen","year":"2006"},{"key":"10.1016\/j.neuroimage.2017.06.075_bib37","doi-asserted-by":"crossref","first-page":"2323","DOI":"10.1126\/science.290.5500.2323","article-title":"Nonlinear dimensionality reduction by locally linear embedding","volume":"290","author":"Roweis","year":"2000","journal-title":"Science"},{"key":"10.1016\/j.neuroimage.2017.06.075_bib38","doi-asserted-by":"crossref","first-page":"449","DOI":"10.1016\/j.neuroimage.2013.11.046","article-title":"Automatic denoising of functional MRI data: combining independent component analysis and hierarchical fusion of classifiers","volume":"90","author":"Salimi-Khorshidi","year":"2014","journal-title":"Neuroimage"},{"key":"10.1016\/j.neuroimage.2017.06.075_bib39","doi-asserted-by":"crossref","first-page":"1299","DOI":"10.1162\/089976698300017467","article-title":"Nonlinear component analysis as a kernel eigenvalue problem","volume":"10","author":"Scholkopf","year":"1998","journal-title":"Neural Comput."},{"key":"10.1016\/j.neuroimage.2017.06.075_bib40","doi-asserted-by":"crossref","first-page":"461","DOI":"10.1214\/aos\/1176344136","article-title":"Estimating the dimension of a model","volume":"6","author":"Schwarz","year":"1978","journal-title":"Ann. Stat."},{"key":"10.1016\/j.neuroimage.2017.06.075_bib41","doi-asserted-by":"crossref","first-page":"420","DOI":"10.1037\/0033-2909.86.2.420","article-title":"Intraclass correlations: uses in assessing rater reliability","volume":"86","author":"Shrout","year":"1979","journal-title":"Psychol. Bull."},{"key":"10.1016\/j.neuroimage.2017.06.075_bib42","doi-asserted-by":"crossref","first-page":"1257","DOI":"10.1016\/j.neuroimage.2012.01.022","article-title":"The future of FMRI connectivity","volume":"62","author":"Smith","year":"2012","journal-title":"Neuroimage"},{"key":"10.1016\/j.neuroimage.2017.06.075_bib43","doi-asserted-by":"crossref","first-page":"144","DOI":"10.1016\/j.neuroimage.2013.05.039","article-title":"Resting-state fMRI in the human connectome project","volume":"80","author":"Smith","year":"2013","journal-title":"Neuroimage"},{"key":"10.1016\/j.neuroimage.2017.06.075_bib44","doi-asserted-by":"crossref","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":"10.1016\/j.neuroimage.2017.06.075_bib45","doi-asserted-by":"crossref","first-page":"5026","DOI":"10.1523\/JNEUROSCI.5762-10.2011","article-title":"A\u00a0parallel functional topography between medial and lateral prefrontal cortex: evidence and implications for cognitive control","volume":"31","author":"Taren","year":"2011","journal-title":"J.\u00a0Neurosci."},{"key":"10.1016\/j.neuroimage.2017.06.075_bib46","doi-asserted-by":"crossref","first-page":"2319","DOI":"10.1126\/science.290.5500.2319","article-title":"A\u00a0global geometric framework for nonlinear dimensionality reduction","volume":"290","author":"Tenenbaum","year":"2000","journal-title":"Science"},{"key":"10.1016\/j.neuroimage.2017.06.075_bib48","doi-asserted-by":"crossref","first-page":"251","DOI":"10.1016\/j.tins.2007.04.004","article-title":"The topographic brain: from neural connectivity to cognition","volume":"30","author":"Thivierge","year":"2007","journal-title":"Trends Neurosci."},{"key":"10.1016\/j.neuroimage.2017.06.075_bib49","doi-asserted-by":"crossref","first-page":"631","DOI":"10.1002\/hbm.20893","article-title":"Specific somatotopic organization of functional connections of the primary motor network during resting state","volume":"31","author":"van den Heuvel","year":"2010","journal-title":"Hum. Brain Mapp."},{"key":"10.1016\/j.neuroimage.2017.06.075_bib50","doi-asserted-by":"crossref","first-page":"62","DOI":"10.1016\/j.neuroimage.2013.05.041","article-title":"The WU-Minn human connectome Project: an overview","volume":"80","author":"Van Essen","year":"2013","journal-title":"Neuroimage"},{"key":"10.1016\/j.neuroimage.2017.06.075_bib51","doi-asserted-by":"crossref","first-page":"395","DOI":"10.1007\/s11222-007-9033-z","article-title":"A\u00a0tutorial on spectral clustering","volume":"17","author":"von Luxburg","year":"2007","journal-title":"Stat. Comput."},{"key":"10.1016\/j.neuroimage.2017.06.075_bib52","series-title":"Multivariate Geostatistics an Introduction with Applications","author":"Wackernagel","year":"2003"},{"key":"10.1016\/j.neuroimage.2017.06.075_bib53","doi-asserted-by":"crossref","first-page":"3911","DOI":"10.1093\/cercor\/bhu277","article-title":"Probabilistic maps of visual topography in human cortex","volume":"25","author":"Wang","year":"2015","journal-title":"Cereb. Cortex"},{"key":"10.1016\/j.neuroimage.2017.06.075_bib54","doi-asserted-by":"crossref","first-page":"2036","DOI":"10.1093\/cercor\/bht056","article-title":"Parcellating an individual subject's cortical and subcortical brain structures using snowball sampling of resting-state correlations","volume":"24","author":"Wig","year":"2013","journal-title":"Cereb. Cortex"},{"key":"10.1016\/j.neuroimage.2017.06.075_bib55","doi-asserted-by":"crossref","first-page":"276","DOI":"10.1016\/j.neuroimage.2013.07.035","article-title":"An approach for parcellating human cortical areas using resting-state correlations","volume":"93","author":"Wig","year":"2014","journal-title":"NeuroImage"},{"key":"10.1016\/j.neuroimage.2017.06.075_bib56","doi-asserted-by":"crossref","first-page":"1125","DOI":"10.1152\/jn.00338.2011","article-title":"The organization of the human cerebral cortex estimated by intrinsic functional connectivity","volume":"106","author":"Yeo","year":"2011","journal-title":"J.\u00a0Neurophysiol."}],"container-title":["NeuroImage"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1053811917305463?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1053811917305463?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,11,5]],"date-time":"2025-11-05T15:32:14Z","timestamp":1762356734000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1053811917305463"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,4]]},"references-count":53,"alternative-id":["S1053811917305463"],"URL":"https:\/\/doi.org\/10.1016\/j.neuroimage.2017.06.075","relation":{},"ISSN":["1053-8119"],"issn-type":[{"value":"1053-8119","type":"print"}],"subject":[],"published":{"date-parts":[[2018,4]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Connectopic mapping with resting-state fMRI","name":"articletitle","label":"Article Title"},{"value":"NeuroImage","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.neuroimage.2017.06.075","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2017 The Authors. Published by Elsevier Inc.","name":"copyright","label":"Copyright"}]}}