{"id":"https://openalex.org/W2902815278","doi":"https://doi.org/10.1089/brain.2017.0576","title":"Multimodal Brain Parcellation Based on Functional and Anatomical Connectivity","display_name":"Multimodal Brain Parcellation Based on Functional and Anatomical Connectivity","publication_year":2018,"publication_date":"2018-11-30","ids":{"openalex":"https://openalex.org/W2902815278","doi":"https://doi.org/10.1089/brain.2017.0576","mag":"2902815278","pmid":"https://pubmed.ncbi.nlm.nih.gov/30499336"},"language":"en","primary_location":{"id":"doi:10.1089/brain.2017.0576","is_oa":false,"landing_page_url":"https://doi.org/10.1089/brain.2017.0576","pdf_url":null,"source":{"id":"https://openalex.org/S2764941518","display_name":"Brain Connectivity","issn_l":"2158-0014","issn":["2158-0014","2158-0022"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320443","host_organization_name":"Mary Ann Liebert, Inc.","host_organization_lineage":["https://openalex.org/P4310320443"],"host_organization_lineage_names":["Mary Ann Liebert, Inc."],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Brain Connectivity","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103123843","display_name":"Chendi Wang","orcid":"https://orcid.org/0000-0002-0686-4024"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Chendi Wang","raw_affiliation_strings":["Biomedical Signal and Image Computing Laboratory, Department of Electrical and Computer Engineering, University of British Columbia, Vancouver, Canada"],"affiliations":[{"raw_affiliation_string":"Biomedical Signal and Image Computing Laboratory, Department of Electrical and Computer Engineering, University of British Columbia, Vancouver, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060855218","display_name":"Bernard Ng","orcid":"https://orcid.org/0000-0002-8688-3873"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Bernard Ng","raw_affiliation_strings":["Department of Statistics, University of British Columbia, Vancouver, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, University of British Columbia, Vancouver, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026178638","display_name":"Rafeef Garbi","orcid":"https://orcid.org/0000-0001-6224-0876"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Rafeef Garbi","raw_affiliation_strings":["Biomedical Signal and Image Computing Laboratory, Department of Electrical and Computer Engineering, University of British Columbia, Vancouver, Canada"],"affiliations":[{"raw_affiliation_string":"Biomedical Signal and Image Computing Laboratory, Department of Electrical and Computer Engineering, University of British Columbia, Vancouver, Canada","institution_ids":["https://openalex.org/I141945490"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5103123843"],"corresponding_institution_ids":["https://openalex.org/I141945490"],"apc_list":null,"apc_paid":null,"fwci":0.5076,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.64838504,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"8","issue":"10","first_page":"604","last_page":"617"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6846553087234497},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6559423208236694},{"id":"https://openalex.org/keywords/human-connectome-project","display_name":"Human Connectome Project","score":0.6286318302154541},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.6098314523696899},{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.5252670645713806},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5007631778717041},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.4992489814758301},{"id":"https://openalex.org/keywords/connectome","display_name":"Connectome","score":0.4686887562274933},{"id":"https://openalex.org/keywords/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.45177218317985535},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.4183942675590515},{"id":"https://openalex.org/keywords/functional-connectivity","display_name":"Functional connectivity","score":0.3848487138748169},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37527352571487427},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.22384843230247498},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.17941510677337646}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6846553087234497},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6559423208236694},{"id":"https://openalex.org/C97820695","wikidata":"https://www.wikidata.org/wiki/Q387749","display_name":"Human Connectome Project","level":3,"score":0.6286318302154541},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.6098314523696899},{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.5252670645713806},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5007631778717041},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.4992489814758301},{"id":"https://openalex.org/C45715564","wikidata":"https://www.wikidata.org/wiki/Q1292103","display_name":"Connectome","level":3,"score":0.4686887562274933},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.45177218317985535},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.4183942675590515},{"id":"https://openalex.org/C3018011982","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Functional connectivity","level":2,"score":0.3848487138748169},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37527352571487427},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.22384843230247498},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.17941510677337646},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1089/brain.2017.0576","is_oa":false,"landing_page_url":"https://doi.org/10.1089/brain.2017.0576","pdf_url":null,"source":{"id":"https://openalex.org/S2764941518","display_name":"Brain Connectivity","issn_l":"2158-0014","issn":["2158-0014","2158-0022"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320443","host_organization_name":"Mary Ann Liebert, Inc.","host_organization_lineage":["https://openalex.org/P4310320443"],"host_organization_lineage_names":["Mary Ann Liebert, Inc."],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Brain Connectivity","raw_type":"journal-article"},{"id":"pmid:30499336","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30499336","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Brain connectivity","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W1496495698","https://openalex.org/W1906883763","https://openalex.org/W1939572630","https://openalex.org/W1975821649","https://openalex.org/W1982609124","https://openalex.org/W1983208069","https://openalex.org/W1987869189","https://openalex.org/W1988563570","https://openalex.org/W1998095942","https://openalex.org/W1998871699","https://openalex.org/W2001483470","https://openalex.org/W2010326750","https://openalex.org/W2016381774","https://openalex.org/W2019307288","https://openalex.org/W2022843626","https://openalex.org/W2024729467","https://openalex.org/W2024933578","https://openalex.org/W2026887851","https://openalex.org/W2046035753","https://openalex.org/W2058046532","https://openalex.org/W2079635207","https://openalex.org/W2081997665","https://openalex.org/W2085561705","https://openalex.org/W2089572795","https://openalex.org/W2091928228","https://openalex.org/W2098549407","https://openalex.org/W2099052030","https://openalex.org/W2101135654","https://openalex.org/W2103461294","https://openalex.org/W2105981176","https://openalex.org/W2107499714","https://openalex.org/W2113586298","https://openalex.org/W2118232570","https://openalex.org/W2121947440","https://openalex.org/W2122457251","https://openalex.org/W2129004139","https://openalex.org/W2130010412","https://openalex.org/W2131181615","https://openalex.org/W2136395604","https://openalex.org/W2138905229","https://openalex.org/W2139629216","https://openalex.org/W2141073321","https://openalex.org/W2142711129","https://openalex.org/W2146406922","https://openalex.org/W2149687651","https://openalex.org/W2154281919","https://openalex.org/W2160711826","https://openalex.org/W2162261751","https://openalex.org/W2168175751","https://openalex.org/W2222512263","https://openalex.org/W2283731167","https://openalex.org/W2402346616","https://openalex.org/W2499800833","https://openalex.org/W2597410197","https://openalex.org/W2606796488","https://openalex.org/W2763994599","https://openalex.org/W3091360126","https://openalex.org/W4292912545","https://openalex.org/W4295750005","https://openalex.org/W4300571980"],"related_works":["https://openalex.org/W3136590534","https://openalex.org/W4280586040","https://openalex.org/W2523870064","https://openalex.org/W4298370694","https://openalex.org/W4306360841","https://openalex.org/W3126842272","https://openalex.org/W3117051909","https://openalex.org/W2775079844","https://openalex.org/W4393477281","https://openalex.org/W4393909126"],"abstract_inverted_index":{"Brain":[0],"parcellation":[1],"is":[2,108],"often":[3],"a":[4,73],"prerequisite":[5],"for":[6,62],"network":[7],"analysis":[8],"due":[9],"to":[10,52,152,154],"the":[11,21,39,77,124],"statistical":[12],"challenges,":[13],"computational":[14],"burdens,":[15],"and":[16,65,83,106,120,140,159],"interpretation":[17],"difficulties":[18],"arising":[19],"from":[20,162],"high":[22],"dimensionality":[23],"of":[24,80,147],"neuroimaging":[25],"data.":[26,69,128],"Predominant":[27],"approaches":[28,44],"are":[29,150],"largely":[30],"unimodal":[31,118],"with":[32,117,167],"functional":[33,138],"magnetic":[34],"resonance":[35],"imaging":[36],"(fMRI)":[37],"being":[38],"primary":[40],"modality":[41],"used.":[42],"These":[43],"thus":[45,173],"neglect":[46],"other":[47],"brain":[48,53,169,179],"attributes":[49],"that":[50,99,131,175],"relate":[51],"organization.":[54],"In":[55],"this":[56],"paper,":[57],"we":[58,113],"propose":[59],"an":[60],"approach":[61,71],"integrating":[63],"fMRI":[64],"diffusion":[66],"MRI":[67],"(dMRI)":[68],"Our":[70,171],"introduces":[72],"nonlinear":[74],"mapping":[75],"between":[76],"connectivity":[78],"values":[79],"two":[81],"modalities,":[82],"adaptively":[84],"balances":[85],"their":[86,90],"weighting":[87],"based":[88,156],"on":[89,104,123,157],"voxel-wise":[91],"test-retest":[92],"reliability.":[93],"An":[94],"efficient":[95],"region":[96],"level":[97],"extension":[98],"additionally":[100],"incorporates":[101],"structural":[102],"information":[103,177],"gyri":[105],"sulci":[107],"further":[109],"presented.":[110],"To":[111],"validate,":[112],"compare":[114],"multimodal":[115,132,148,163,176],"parcellations":[116,119,133],"existing":[121],"atlases":[122],"Human":[125],"Connectome":[126],"Project":[127],"We":[129],"show":[130,174],"achieve":[134],"higher":[135],"reproducibility,":[136],"comparable/higher":[137,141],"homogeneity,":[139],"leftout":[142],"data":[143],"likelihood.":[144],"The":[145],"boundaries":[146],"parcels":[149,164],"observed":[151],"align":[153],"those":[155],"cyto-architecture,":[158],"subnetworks":[160],"extracted":[161],"matched":[165],"well":[166],"established":[168],"systems.":[170],"results":[172],"improves":[178],"parcellation.":[180]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-13T14:20:09.374765","created_date":"2025-10-10T00:00:00"}