{"id":"https://openalex.org/W3167739831","doi":"https://doi.org/10.1155/2021/5573740","title":"Brain Connectivity Studies on Structure\u2010Function Relationships: A Short Survey with an Emphasis on Machine Learning","display_name":"Brain Connectivity Studies on Structure\u2010Function Relationships: A Short Survey with an Emphasis on Machine Learning","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3167739831","doi":"https://doi.org/10.1155/2021/5573740","mag":"3167739831","pmid":"https://pubmed.ncbi.nlm.nih.gov/34135951"},"language":"en","primary_location":{"id":"doi:10.1155/2021/5573740","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5573740","pdf_url":"https://downloads.hindawi.com/journals/cin/2021/5573740.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/cin/2021/5573740.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073547858","display_name":"Simon Wein","orcid":"https://orcid.org/0000-0001-9366-2406"},"institutions":[{"id":"https://openalex.org/I60668342","display_name":"University of Regensburg","ror":"https://ror.org/01eezs655","country_code":"DE","type":"education","lineage":["https://openalex.org/I60668342"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Simon Wein","raw_affiliation_strings":["CIML, Biophysics, University of Regensburg, Regensburg 93040, Germany","Experimental Psychology, University of Regensburg, Regensburg 93040, Germany"],"raw_orcid":"https://orcid.org/0000-0001-9366-2406","affiliations":[{"raw_affiliation_string":"CIML, Biophysics, University of Regensburg, Regensburg 93040, Germany","institution_ids":["https://openalex.org/I60668342"]},{"raw_affiliation_string":"Experimental Psychology, University of Regensburg, Regensburg 93040, Germany","institution_ids":["https://openalex.org/I60668342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047963275","display_name":"Gustavo Deco","orcid":"https://orcid.org/0000-0002-8995-7583"},"institutions":[{"id":"https://openalex.org/I11932220","display_name":"Instituci\u00f3 Catalana de Recerca i Estudis Avan\u00e7ats","ror":"https://ror.org/0371hy230","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I11932220"]},{"id":"https://openalex.org/I170486558","display_name":"Universitat Pompeu Fabra","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Gustavo Deco","raw_affiliation_strings":["Center for Brain and Cognition, Department of Technology and Information, University Pompeu Fabra, Carrer Tanger, 122-140, Barcelona 08018, Spain","Instituci\u00f3 Catalana de la Recerca i Estudis Avan\u00e7ats, University Barcelona, Passeig Llu\u00eds Companys 23, Barcelona 08010, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Brain and Cognition, Department of Technology and Information, University Pompeu Fabra, Carrer Tanger, 122-140, Barcelona 08018, Spain","institution_ids":["https://openalex.org/I170486558"]},{"raw_affiliation_string":"Instituci\u00f3 Catalana de la Recerca i Estudis Avan\u00e7ats, University Barcelona, Passeig Llu\u00eds Companys 23, Barcelona 08010, Spain","institution_ids":["https://openalex.org/I11932220"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075941311","display_name":"Ana Maria Tom\u00e9","orcid":"https://orcid.org/0000-0002-1210-0266"},"institutions":[{"id":"https://openalex.org/I60858718","display_name":"University of Aveiro","ror":"https://ror.org/00nt41z93","country_code":"PT","type":"education","lineage":["https://openalex.org/I60858718"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ana Maria Tom\u00e9","raw_affiliation_strings":["IEETA/DETI, University de Aveiro, Aveiro 3810-193, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IEETA/DETI, University de Aveiro, Aveiro 3810-193, Portugal","institution_ids":["https://openalex.org/I60858718"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039589600","display_name":"Markus Goldhacker","orcid":"https://orcid.org/0000-0002-4355-4017"},"institutions":[{"id":"https://openalex.org/I60668342","display_name":"University of Regensburg","ror":"https://ror.org/01eezs655","country_code":"DE","type":"education","lineage":["https://openalex.org/I60668342"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Markus Goldhacker","raw_affiliation_strings":["CIML, Biophysics, University of Regensburg, Regensburg 93040, Germany","Experimental Psychology, University of Regensburg, Regensburg 93040, Germany"],"raw_orcid":"https://orcid.org/0000-0002-4355-4017","affiliations":[{"raw_affiliation_string":"CIML, Biophysics, University of Regensburg, Regensburg 93040, Germany","institution_ids":["https://openalex.org/I60668342"]},{"raw_affiliation_string":"Experimental Psychology, University of Regensburg, Regensburg 93040, Germany","institution_ids":["https://openalex.org/I60668342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091029876","display_name":"Wilhelm M. Malloni","orcid":"https://orcid.org/0000-0003-3731-6626"},"institutions":[{"id":"https://openalex.org/I60668342","display_name":"University of Regensburg","ror":"https://ror.org/01eezs655","country_code":"DE","type":"education","lineage":["https://openalex.org/I60668342"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Wilhelm M. Malloni","raw_affiliation_strings":["Experimental Psychology, University of Regensburg, Regensburg 93040, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Experimental Psychology, University of Regensburg, Regensburg 93040, Germany","institution_ids":["https://openalex.org/I60668342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034826290","display_name":"Mark W. Greenlee","orcid":"https://orcid.org/0000-0003-2305-9286"},"institutions":[{"id":"https://openalex.org/I60668342","display_name":"University of Regensburg","ror":"https://ror.org/01eezs655","country_code":"DE","type":"education","lineage":["https://openalex.org/I60668342"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mark W. Greenlee","raw_affiliation_strings":["Experimental Psychology, University of Regensburg, Regensburg 93040, Germany"],"raw_orcid":"https://orcid.org/0000-0003-2305-9286","affiliations":[{"raw_affiliation_string":"Experimental Psychology, University of Regensburg, Regensburg 93040, Germany","institution_ids":["https://openalex.org/I60668342"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007615633","display_name":"Elmar W. Lang","orcid":"https://orcid.org/0000-0001-7440-0224"},"institutions":[{"id":"https://openalex.org/I60668342","display_name":"University of Regensburg","ror":"https://ror.org/01eezs655","country_code":"DE","type":"education","lineage":["https://openalex.org/I60668342"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Elmar W. Lang","raw_affiliation_strings":["CIML, Biophysics, University of Regensburg, Regensburg 93040, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CIML, Biophysics, University of Regensburg, Regensburg 93040, Germany","institution_ids":["https://openalex.org/I60668342"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5073547858"],"corresponding_institution_ids":["https://openalex.org/I60668342"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2008,"currency":"EUR","value_usd":2165},"fwci":2.291,"has_fulltext":true,"cited_by_count":35,"citation_normalized_percentile":{"value":0.8808872,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"2021","issue":"1","first_page":"5573740","last_page":"5573740"},"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":0.9998999834060669,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9975000023841858,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/diffusion-mri","display_name":"Diffusion MRI","score":0.6838010549545288},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6620760560035706},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.6234691143035889},{"id":"https://openalex.org/keywords/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.6221235394477844},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.5920222401618958},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5329260230064392},{"id":"https://openalex.org/keywords/brain-function","display_name":"Brain function","score":0.4964926838874817},{"id":"https://openalex.org/keywords/functional-connectivity","display_name":"Functional connectivity","score":0.43344366550445557},{"id":"https://openalex.org/keywords/connectomics","display_name":"Connectomics","score":0.41484954953193665},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.404696524143219},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2620167136192322},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.25780707597732544},{"id":"https://openalex.org/keywords/connectome","display_name":"Connectome","score":0.23586884140968323},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.0716886818408966}],"concepts":[{"id":"https://openalex.org/C149550507","wikidata":"https://www.wikidata.org/wiki/Q899360","display_name":"Diffusion MRI","level":3,"score":0.6838010549545288},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6620760560035706},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.6234691143035889},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.6221235394477844},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.5920222401618958},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5329260230064392},{"id":"https://openalex.org/C3018390542","wikidata":"https://www.wikidata.org/wiki/Q1073","display_name":"Brain function","level":2,"score":0.4964926838874817},{"id":"https://openalex.org/C3018011982","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Functional connectivity","level":2,"score":0.43344366550445557},{"id":"https://openalex.org/C2779097318","wikidata":"https://www.wikidata.org/wiki/Q2993446","display_name":"Connectomics","level":4,"score":0.41484954953193665},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.404696524143219},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2620167136192322},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.25780707597732544},{"id":"https://openalex.org/C45715564","wikidata":"https://www.wikidata.org/wiki/Q1292103","display_name":"Connectome","level":3,"score":0.23586884140968323},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0716886818408966},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D009434","descriptor_name":"Neural Pathways","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D009434","descriptor_name":"Neural Pathways","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D009434","descriptor_name":"Neural Pathways","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D009434","descriptor_name":"Neural Pathways","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D013329","descriptor_name":"Structure-Activity Relationship","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013329","descriptor_name":"Structure-Activity Relationship","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013329","descriptor_name":"Structure-Activity Relationship","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013329","descriptor_name":"Structure-Activity Relationship","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D056324","descriptor_name":"Diffusion Tensor Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D056324","descriptor_name":"Diffusion Tensor Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D056324","descriptor_name":"Diffusion Tensor Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D056324","descriptor_name":"Diffusion Tensor Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":6,"locations":[{"id":"doi:10.1155/2021/5573740","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5573740","pdf_url":"https://downloads.hindawi.com/journals/cin/2021/5573740.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},{"id":"pmid:34135951","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34135951","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":"Computational intelligence and neuroscience","raw_type":null},{"id":"pmh:oai:repositori-api.upf.edu:10230/56092","is_oa":true,"landing_page_url":"http://hdl.handle.net/10230/56092","pdf_url":null,"source":{"id":"https://openalex.org/S4306402615","display_name":"Repositori digital de la UPF (Universitat Pompeu Fabra)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I170486558","host_organization_name":"Universitat Pompeu Fabra","host_organization_lineage":["https://openalex.org/I170486558"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:epub.uni-regensburg.de:46175","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401229","display_name":"University of Regensburg Publication Server (University of Regensburg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60668342","host_organization_name":"University of Regensburg","host_organization_lineage":["https://openalex.org/I60668342"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:4a19b824dd424ae79bc5df69ae4530a1","is_oa":false,"landing_page_url":"https://doaj.org/article/4a19b824dd424ae79bc5df69ae4530a1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational Intelligence and Neuroscience, Vol 2021 (2021)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:8177997","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8177997","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Comput Intell Neurosci","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1155/2021/5573740","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5573740","pdf_url":"https://downloads.hindawi.com/journals/cin/2021/5573740.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1657867134","display_name":null,"funder_award_id":"GR988","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G5893330993","display_name":null,"funder_award_id":"GR988/25-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320310400","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22"},{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3167739831.pdf","grobid_xml":"https://content.openalex.org/works/W3167739831.grobid-xml"},"referenced_works_count":234,"referenced_works":["https://openalex.org/W61705880","https://openalex.org/W157764395","https://openalex.org/W639742198","https://openalex.org/W1489793438","https://openalex.org/W1491591007","https://openalex.org/W1527791496","https://openalex.org/W1580731962","https://openalex.org/W1581395167","https://openalex.org/W1614298861","https://openalex.org/W1636081627","https://openalex.org/W1814500939","https://openalex.org/W1861492143","https://openalex.org/W1964724088","https://openalex.org/W1965322550","https://openalex.org/W1965886953","https://openalex.org/W1968086082","https://openalex.org/W1968248619","https://openalex.org/W1969015487","https://openalex.org/W1969230095","https://openalex.org/W1973272857","https://openalex.org/W1973741448","https://openalex.org/W1976623182","https://openalex.org/W1981664651","https://openalex.org/W1985220467","https://openalex.org/W1985327120","https://openalex.org/W1986589478","https://openalex.org/W1988821830","https://openalex.org/W1990471237","https://openalex.org/W1991432326","https://openalex.org/W1996200163","https://openalex.org/W1999653836","https://openalex.org/W2002526995","https://openalex.org/W2002807356","https://openalex.org/W2003709008","https://openalex.org/W2006578134","https://openalex.org/W2007337338","https://openalex.org/W2008620264","https://openalex.org/W2009494091","https://openalex.org/W2013115634","https://openalex.org/W2014886698","https://openalex.org/W2016444985","https://openalex.org/W2017532337","https://openalex.org/W2018305040","https://openalex.org/W2019083244","https://openalex.org/W2022092287","https://openalex.org/W2022159725","https://openalex.org/W2024729467","https://openalex.org/W2024892001","https://openalex.org/W2028710062","https://openalex.org/W2032254014","https://openalex.org/W2033692922","https://openalex.org/W2037035617","https://openalex.org/W2039112885","https://openalex.org/W2046527675","https://openalex.org/W2048032753","https://openalex.org/W2051229902","https://openalex.org/W2055452349","https://openalex.org/W2056465968","https://openalex.org/W2058187841","https://openalex.org/W2058408209","https://openalex.org/W2059985310","https://openalex.org/W2060429528","https://openalex.org/W2061564920","https://openalex.org/W2062571913","https://openalex.org/W2067358463","https://openalex.org/W2069762774","https://openalex.org/W2073025349","https://openalex.org/W2075032588","https://openalex.org/W2076503306","https://openalex.org/W2077179900","https://openalex.org/W2082284485","https://openalex.org/W2087329508","https://openalex.org/W2088905367","https://openalex.org/W2091441615","https://openalex.org/W2091910928","https://openalex.org/W2093972428","https://openalex.org/W2094510930","https://openalex.org/W2095245818","https://openalex.org/W2095491050","https://openalex.org/W2096592665","https://openalex.org/W2099741732","https://openalex.org/W2101328227","https://openalex.org/W2101668146","https://openalex.org/W2107019796","https://openalex.org/W2107612479","https://openalex.org/W2112090702","https://openalex.org/W2113082700","https://openalex.org/W2116647777","https://openalex.org/W2116799974","https://openalex.org/W2117663940","https://openalex.org/W2123563890","https://openalex.org/W2124433161","https://openalex.org/W2126962779","https://openalex.org/W2127186958","https://openalex.org/W2129315144","https://openalex.org/W2129750098","https://openalex.org/W2130142990","https://openalex.org/W2130671706","https://openalex.org/W2131181615","https://openalex.org/W2135046866","https://openalex.org/W2137526583","https://openalex.org/W2137680378","https://openalex.org/W2142858796","https://openalex.org/W2145749918","https://openalex.org/W2146141169","https://openalex.org/W2146406922","https://openalex.org/W2146693559","https://openalex.org/W2147332554","https://openalex.org/W2151635492","https://openalex.org/W2153549468","https://openalex.org/W2153579005","https://openalex.org/W2156550040","https://openalex.org/W2157765880","https://openalex.org/W2159929956","https://openalex.org/W2161460637","https://openalex.org/W2161515775","https://openalex.org/W2162010696","https://openalex.org/W2165920615","https://openalex.org/W2167822639","https://openalex.org/W2167822865","https://openalex.org/W2168036349","https://openalex.org/W2168396492","https://openalex.org/W2170702893","https://openalex.org/W2172045185","https://openalex.org/W2175184313","https://openalex.org/W2176686481","https://openalex.org/W2178225550","https://openalex.org/W2180423080","https://openalex.org/W2217615170","https://openalex.org/W2229937548","https://openalex.org/W2257375677","https://openalex.org/W2274396277","https://openalex.org/W2282387099","https://openalex.org/W2283718196","https://openalex.org/W2285406898","https://openalex.org/W2288345344","https://openalex.org/W2328273047","https://openalex.org/W2341661195","https://openalex.org/W2480600923","https://openalex.org/W2518506931","https://openalex.org/W2563279629","https://openalex.org/W2564797465","https://openalex.org/W2570776146","https://openalex.org/W2580394526","https://openalex.org/W2582185744","https://openalex.org/W2590144118","https://openalex.org/W2592846171","https://openalex.org/W2594648503","https://openalex.org/W2597410197","https://openalex.org/W2605568719","https://openalex.org/W2612690371","https://openalex.org/W2677096981","https://openalex.org/W2724344943","https://openalex.org/W2728707994","https://openalex.org/W2733595594","https://openalex.org/W2738159159","https://openalex.org/W2741823180","https://openalex.org/W2752087770","https://openalex.org/W2763238765","https://openalex.org/W2765216222","https://openalex.org/W2765629917","https://openalex.org/W2774972313","https://openalex.org/W2784007581","https://openalex.org/W2790960691","https://openalex.org/W2791939314","https://openalex.org/W2793520800","https://openalex.org/W2794875199","https://openalex.org/W2798238821","https://openalex.org/W2798438349","https://openalex.org/W2800718279","https://openalex.org/W2805558424","https://openalex.org/W2805670955","https://openalex.org/W2805978657","https://openalex.org/W2806674386","https://openalex.org/W2807137837","https://openalex.org/W2807592573","https://openalex.org/W2807685141","https://openalex.org/W2807765065","https://openalex.org/W2848698440","https://openalex.org/W2883568091","https://openalex.org/W2884781986","https://openalex.org/W2886727660","https://openalex.org/W2889325467","https://openalex.org/W2889437488","https://openalex.org/W2889711596","https://openalex.org/W2893332472","https://openalex.org/W2903723860","https://openalex.org/W2904921910","https://openalex.org/W2909259044","https://openalex.org/W2915130814","https://openalex.org/W2918046919","https://openalex.org/W2918768639","https://openalex.org/W2919115771","https://openalex.org/W2949743665","https://openalex.org/W2949833342","https://openalex.org/W2950004364","https://openalex.org/W2950472458","https://openalex.org/W2950515292","https://openalex.org/W2950721622","https://openalex.org/W2950917864","https://openalex.org/W2951401594","https://openalex.org/W2953247723","https://openalex.org/W2961565958","https://openalex.org/W2962756421","https://openalex.org/W2962985453","https://openalex.org/W2963175648","https://openalex.org/W2963217066","https://openalex.org/W2963499979","https://openalex.org/W2963759765","https://openalex.org/W2963908287","https://openalex.org/W2978368159","https://openalex.org/W2979472311","https://openalex.org/W2979507564","https://openalex.org/W2988328613","https://openalex.org/W2998805251","https://openalex.org/W2999615587","https://openalex.org/W3009627320","https://openalex.org/W3017005942","https://openalex.org/W3027466761","https://openalex.org/W3034076549","https://openalex.org/W3038357560","https://openalex.org/W3100923171","https://openalex.org/W3103673216","https://openalex.org/W3103967557","https://openalex.org/W3105012889","https://openalex.org/W3106172762","https://openalex.org/W3114450981","https://openalex.org/W3141408015","https://openalex.org/W3160046761","https://openalex.org/W4205553654","https://openalex.org/W4205778870","https://openalex.org/W4230452892","https://openalex.org/W4241969496","https://openalex.org/W4294170691"],"related_works":["https://openalex.org/W1727534076","https://openalex.org/W2061564920","https://openalex.org/W2765441290","https://openalex.org/W4306755470","https://openalex.org/W2011396931","https://openalex.org/W2031593520","https://openalex.org/W4394861163","https://openalex.org/W2066906403","https://openalex.org/W3195257268","https://openalex.org/W2168298321"],"abstract_inverted_index":{"This":[0,123],"short":[1],"survey":[2,124],"reviews":[3],"the":[4,8,11,36,57,146],"recent":[5],"literature":[6],"on":[7,80,126],"relationship":[9],"between":[10,40,139],"brain":[12,41,70,116,121,140],"structure":[13],"and":[14,34,90,118,142],"its":[15],"functional":[16,49,137],"dynamics.":[17],"Imaging":[18],"techniques":[19,105],"such":[20],"as":[21],"diffusion":[22],"tensor":[23],"imaging":[24,52],"(DTI)":[25],"make":[26],"it":[27],"possible":[28],"to":[29,73,133,145],"reconstruct":[30],"axonal":[31],"fiber":[32],"tracks":[33],"describe":[35],"structural":[37,61,84],"connectivity":[38],"(SC)":[39],"regions.":[42],"By":[43],"measuring":[44],"fluctuations":[45],"in":[46,110],"neuronal":[47],"activity,":[48],"magnetic":[50],"resonance":[51],"(fMRI)":[53],"provides":[54],"insights":[55],"into":[56],"dynamics":[58,78],"within":[59],"this":[60,101],"network.":[62],"One":[63],"key":[64],"for":[65,99,112],"a":[66,81],"better":[67],"understanding":[68,135],"of":[69,136],"mechanisms":[71],"is":[72],"investigate":[74],"how":[75],"these":[76],"fast":[77],"emerge":[79],"relatively":[82],"stable":[83],"backbone.":[85],"So":[86],"far,":[87],"computational":[88],"simulations":[89],"methods":[91,127],"from":[92,128],"graph":[93],"theory":[94],"have":[95,106],"been":[96,108],"mainly":[97],"used":[98],"modeling":[100],"relationship.":[102],"Machine":[103],"learning":[104],"already":[107],"established":[109],"neuroimaging":[111],"identifying":[113],"functionally":[114],"independent":[115],"networks":[117],"classifying":[119],"pathological":[120],"states.":[122],"focuses":[125],"machine":[129],"learning,":[130],"which":[131],"contribute":[132],"our":[134],"interactions":[138],"regions":[141],"their":[143],"relation":[144],"underlying":[147],"anatomical":[148],"substrate.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}