{"id":"https://openalex.org/W4405708980","doi":"https://doi.org/10.1371/journal.pcbi.1012692","title":"Extracting interpretable signatures of whole-brain dynamics through systematic comparison","display_name":"Extracting interpretable signatures of whole-brain dynamics through systematic comparison","publication_year":2024,"publication_date":"2024-12-23","ids":{"openalex":"https://openalex.org/W4405708980","doi":"https://doi.org/10.1371/journal.pcbi.1012692","pmid":"https://pubmed.ncbi.nlm.nih.gov/39715231"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pcbi.1012692","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1012692","pdf_url":null,"source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1371/journal.pcbi.1012692","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068937224","display_name":"Annie G. Bryant","orcid":"https://orcid.org/0000-0002-2217-6520"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Annie G. Bryant","raw_affiliation_strings":["School of Physics, The University of Sydney, Camperdown, New South Wales, Australia"],"raw_orcid":"https://orcid.org/0000-0002-2217-6520","affiliations":[{"raw_affiliation_string":"School of Physics, The University of Sydney, Camperdown, New South Wales, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076633128","display_name":"Kevin Aquino","orcid":"https://orcid.org/0000-0002-7435-0236"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Kevin Aquino","raw_affiliation_strings":["Brain Key Incorporated, San Francisco, California, United States of America","School of Physics, The University of Sydney, Camperdown, New South Wales, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brain Key Incorporated, San Francisco, California, United States of America","institution_ids":[]},{"raw_affiliation_string":"School of Physics, The University of Sydney, Camperdown, New South Wales, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086429842","display_name":"Linden Parkes","orcid":"https://orcid.org/0000-0002-9329-7207"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]},{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU","US"],"is_corresponding":true,"raw_author_name":"Linden Parkes","raw_affiliation_strings":["Department of Psychiatry, Brain Health Institute, Rutgers University, Piscataway, New Jersey, United States of America","School of Psychological Sciences, Turner Institute for Brain and Mental Health & Monash Biomedical Imaging, Monash University, Clayton, Victoria, Australia"],"raw_orcid":"https://orcid.org/0000-0002-9329-7207","affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Brain Health Institute, Rutgers University, Piscataway, New Jersey, United States of America","institution_ids":["https://openalex.org/I102322142"]},{"raw_affiliation_string":"School of Psychological Sciences, Turner Institute for Brain and Mental Health & Monash Biomedical Imaging, Monash University, Clayton, Victoria, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Alex Fornito","orcid":null},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Alex Fornito","raw_affiliation_strings":["School of Psychological Sciences, Turner Institute for Brain and Mental Health & Monash Biomedical Imaging, Monash University, Clayton, Victoria, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Psychological Sciences, Turner Institute for Brain and Mental Health & Monash Biomedical Imaging, Monash University, Clayton, Victoria, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091269081","display_name":"Ben Fulcher","orcid":"https://orcid.org/0000-0002-3003-4055"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Ben D. Fulcher","raw_affiliation_strings":["School of Physics, The University of Sydney, Camperdown, New South Wales, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Physics, The University of Sydney, Camperdown, New South Wales, Australia","institution_ids":["https://openalex.org/I129604602"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5068937224","https://openalex.org/A5076633128","https://openalex.org/A5086429842","https://openalex.org/A5091269081"],"corresponding_institution_ids":["https://openalex.org/I102322142","https://openalex.org/I129604602","https://openalex.org/I56590836"],"apc_list":{"value":2655,"currency":"USD","value_usd":2655},"apc_paid":{"value":2655,"currency":"USD","value_usd":2655},"fwci":2.5842,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.90085238,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"20","issue":"12","first_page":"e1012692","last_page":"e1012692"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9998999834060669,"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":0.9998999834060669,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9994000196456909,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.986299991607666,"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/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.6685261726379395},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6585562229156494},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.6155975461006165},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5228496193885803},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5037619471549988},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.46486812829971313},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.44158458709716797},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4302259087562561},{"id":"https://openalex.org/keywords/brain-activity-and-meditation","display_name":"Brain activity and meditation","score":0.41884154081344604},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.410586416721344},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3870163857936859},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.28582650423049927},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15424844622612},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.14808714389801025},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.09911426901817322}],"concepts":[{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.6685261726379395},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6585562229156494},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.6155975461006165},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5228496193885803},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5037619471549988},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.46486812829971313},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.44158458709716797},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4302259087562561},{"id":"https://openalex.org/C120843803","wikidata":"https://www.wikidata.org/wiki/Q4955807","display_name":"Brain activity and meditation","level":3,"score":0.41884154081344604},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.410586416721344},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3870163857936859},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.28582650423049927},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15424844622612},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.14808714389801025},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.09911426901817322},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","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":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016022","descriptor_name":"Case-Control Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016022","descriptor_name":"Case-Control Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016022","descriptor_name":"Case-Control Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1371/journal.pcbi.1012692","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1012692","pdf_url":null,"source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},{"id":"pmid:39715231","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39715231","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":"PLoS computational biology","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11706466","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11706466","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11706466/pdf/pcbi.1012692.pdf","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":"PLoS Comput Biol","raw_type":"Text"},{"id":"pmh:oai:RePEc:plo:pcbi00:1012692","is_oa":false,"landing_page_url":"https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1012692","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:103393a4ab3f412fa710ac15f5bec6a4","is_oa":false,"landing_page_url":"https://doaj.org/article/103393a4ab3f412fa710ac15f5bec6a4","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":"PLoS Computational Biology, Vol 20, Iss 12, p e1012692 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1371/journal.pcbi.1012692","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1012692","pdf_url":null,"source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2540170239","display_name":null,"funder_award_id":"R00MH127296","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"},{"id":"https://openalex.org/G7663388688","display_name":null,"funder_award_id":"R00MH127296","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337346","display_name":"National Institute of Mental Health","ror":"https://ror.org/04xeg9z08"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":208,"referenced_works":["https://openalex.org/W1631913055","https://openalex.org/W1680622244","https://openalex.org/W1905519752","https://openalex.org/W1973486373","https://openalex.org/W1974828111","https://openalex.org/W1983927442","https://openalex.org/W1987219048","https://openalex.org/W1990134753","https://openalex.org/W1991971712","https://openalex.org/W1996624560","https://openalex.org/W2001770029","https://openalex.org/W2004293194","https://openalex.org/W2005644553","https://openalex.org/W2007213925","https://openalex.org/W2014098673","https://openalex.org/W2017854344","https://openalex.org/W2019587683","https://openalex.org/W2030902100","https://openalex.org/W2031461126","https://openalex.org/W2032274515","https://openalex.org/W2040849830","https://openalex.org/W2045252852","https://openalex.org/W2046158061","https://openalex.org/W2047453615","https://openalex.org/W2050345155","https://openalex.org/W2058071666","https://openalex.org/W2064515180","https://openalex.org/W2067808181","https://openalex.org/W2072481403","https://openalex.org/W2078563124","https://openalex.org/W2079247946","https://openalex.org/W2084616221","https://openalex.org/W2085428665","https://openalex.org/W2094416046","https://openalex.org/W2095651675","https://openalex.org/W2098057602","https://openalex.org/W2098646031","https://openalex.org/W2100634972","https://openalex.org/W2101135654","https://openalex.org/W2101234009","https://openalex.org/W2101807845","https://openalex.org/W2110065044","https://openalex.org/W2112735526","https://openalex.org/W2114900706","https://openalex.org/W2116341319","https://openalex.org/W2118347738","https://openalex.org/W2120199131","https://openalex.org/W2120759354","https://openalex.org/W2128160875","https://openalex.org/W2128390591","https://openalex.org/W2133348055","https://openalex.org/W2137089646","https://openalex.org/W2138153039","https://openalex.org/W2140514146","https://openalex.org/W2140904217","https://openalex.org/W2140911775","https://openalex.org/W2142495742","https://openalex.org/W2151025459","https://openalex.org/W2153491803","https://openalex.org/W2156750637","https://openalex.org/W2165582599","https://openalex.org/W2167487311","https://openalex.org/W2167868121","https://openalex.org/W2224504938","https://openalex.org/W2227520796","https://openalex.org/W2242515881","https://openalex.org/W2261275921","https://openalex.org/W2268628063","https://openalex.org/W2307213872","https://openalex.org/W2347013431","https://openalex.org/W2406250479","https://openalex.org/W2421101021","https://openalex.org/W2497216955","https://openalex.org/W2535310381","https://openalex.org/W2537382818","https://openalex.org/W2555077524","https://openalex.org/W2558822961","https://openalex.org/W2559619370","https://openalex.org/W2579951724","https://openalex.org/W2581490870","https://openalex.org/W2583506660","https://openalex.org/W2588147423","https://openalex.org/W2590328111","https://openalex.org/W2590651237","https://openalex.org/W2594185139","https://openalex.org/W2600238795","https://openalex.org/W2601718098","https://openalex.org/W2733624013","https://openalex.org/W2734388305","https://openalex.org/W2747107819","https://openalex.org/W2748814239","https://openalex.org/W2751734410","https://openalex.org/W2760178629","https://openalex.org/W2761800358","https://openalex.org/W2765753848","https://openalex.org/W2767487646","https://openalex.org/W2795667521","https://openalex.org/W2801360208","https://openalex.org/W2804431123","https://openalex.org/W2810339787","https://openalex.org/W2888387653","https://openalex.org/W2898601379","https://openalex.org/W2902782567","https://openalex.org/W2904192607","https://openalex.org/W2911816422","https://openalex.org/W2912309067","https://openalex.org/W2916061528","https://openalex.org/W2947752575","https://openalex.org/W2949321751","https://openalex.org/W2951583631","https://openalex.org/W2951722595","https://openalex.org/W2951881727","https://openalex.org/W2952766316","https://openalex.org/W2953090092","https://openalex.org/W2953136735","https://openalex.org/W2961087336","https://openalex.org/W2961360468","https://openalex.org/W2967988901","https://openalex.org/W2971837286","https://openalex.org/W2972471455","https://openalex.org/W2977883299","https://openalex.org/W2981679558","https://openalex.org/W2983706427","https://openalex.org/W2994965349","https://openalex.org/W2995462294","https://openalex.org/W2999196735","https://openalex.org/W3003628688","https://openalex.org/W3008903779","https://openalex.org/W3011185675","https://openalex.org/W3017183124","https://openalex.org/W3023823933","https://openalex.org/W3034424424","https://openalex.org/W3042907321","https://openalex.org/W3045001646","https://openalex.org/W3049138201","https://openalex.org/W3087082300","https://openalex.org/W3092100795","https://openalex.org/W3093614031","https://openalex.org/W3095114157","https://openalex.org/W3100974552","https://openalex.org/W3108978982","https://openalex.org/W3111678667","https://openalex.org/W3134690108","https://openalex.org/W3141901228","https://openalex.org/W3144619878","https://openalex.org/W3148245709","https://openalex.org/W3157289161","https://openalex.org/W3162039091","https://openalex.org/W3162117240","https://openalex.org/W3178938621","https://openalex.org/W3191566236","https://openalex.org/W4205408103","https://openalex.org/W4220724233","https://openalex.org/W4220891992","https://openalex.org/W4220976891","https://openalex.org/W4221166859","https://openalex.org/W4226015794","https://openalex.org/W4229458620","https://openalex.org/W4239510810","https://openalex.org/W4242816548","https://openalex.org/W4244883719","https://openalex.org/W4248083651","https://openalex.org/W4254687493","https://openalex.org/W4281820452","https://openalex.org/W4285602688","https://openalex.org/W4289527519","https://openalex.org/W4291960800","https://openalex.org/W4295750005","https://openalex.org/W4298038408","https://openalex.org/W4301600591","https://openalex.org/W4309842517","https://openalex.org/W4321231414","https://openalex.org/W4321595713","https://openalex.org/W4323036427","https://openalex.org/W4323660162","https://openalex.org/W4360616159","https://openalex.org/W4361272113","https://openalex.org/W4362640892","https://openalex.org/W4380791843","https://openalex.org/W4382049016","https://openalex.org/W4382196087","https://openalex.org/W4385805479","https://openalex.org/W4385827148","https://openalex.org/W4386054686","https://openalex.org/W4386811032","https://openalex.org/W4387012107","https://openalex.org/W4387014539","https://openalex.org/W4387043781","https://openalex.org/W4387563055","https://openalex.org/W4387894945","https://openalex.org/W4388733450","https://openalex.org/W4389340055","https://openalex.org/W4389564227","https://openalex.org/W4390168163","https://openalex.org/W4390694374","https://openalex.org/W4390752108","https://openalex.org/W4393513860","https://openalex.org/W4394057600","https://openalex.org/W4396240927","https://openalex.org/W4396777486","https://openalex.org/W4398260626","https://openalex.org/W4400921988","https://openalex.org/W4402944664","https://openalex.org/W6675354045","https://openalex.org/W6844813820","https://openalex.org/W6948744102","https://openalex.org/W6950630464","https://openalex.org/W6968746825"],"related_works":["https://openalex.org/W128114763","https://openalex.org/W2042800611","https://openalex.org/W2051472919","https://openalex.org/W4386213410","https://openalex.org/W2072179998","https://openalex.org/W2371524820","https://openalex.org/W2534241281","https://openalex.org/W2003739479","https://openalex.org/W1987060659","https://openalex.org/W37707946"],"abstract_inverted_index":{"The":[0,132],"brain's":[1],"complex":[2,160],"distributed":[3],"dynamics":[4,101,128],"are":[5],"typically":[6],"quantified":[7],"using":[8,62],"a":[9,29,108],"limited":[10],"set":[11],"of":[12,43,65,75,99,143,147],"manually":[13],"selected":[14],"statistical":[15,97],"properties,":[16],"leaving":[17],"the":[18,73,122],"possibility":[19],"that":[20],"alternative":[21],"dynamical":[22,92,145],"properties":[23,106,114],"may":[24],"outperform":[25],"those":[26],"reported":[27],"for":[28,80],"given":[30],"application.":[31],"Here,":[32],"we":[33],"address":[34],"this":[35],"limitation":[36],"by":[37],"systematically":[38],"comparing":[39],"diverse,":[40],"interpretable":[41],"features":[42],"both":[44],"intra-regional":[45,113],"activity":[46],"and":[47,141],"inter-regional":[48,116],"functional":[49,53],"coupling":[50,117],"from":[51],"resting-state":[52],"magnetic":[54],"resonance":[55],"imaging":[56],"(rs-fMRI)":[57],"data,":[58,150],"demonstrating":[59],"our":[60],"method":[61,135],"case-control":[63,82],"comparisons":[64],"four":[66],"neuropsychiatric":[67,130],"disorders.":[68,131],"Our":[69],"findings":[70],"generally":[71,118],"support":[72],"use":[74],"linear":[76],"time-series":[77,149],"analysis":[78],"techniques":[79],"rs-fMRI":[81],"analyses,":[83],"while":[84],"also":[85],"identifying":[86],"new":[87],"ways":[88],"to":[89,126,155],"quantify":[90],"informative":[91],"fMRI":[93,100,127],"structures.":[94],"While":[95],"simple":[96],"representations":[98],"performed":[102],"surprisingly":[103],"well":[104],"(e.g.,":[105],"within":[107],"single":[109],"brain":[110],"region),":[111],"combining":[112],"with":[115,151],"improved":[119],"performance,":[120],"underscoring":[121],"distributed,":[123],"multifaceted":[124],"changes":[125],"in":[129],"comprehensive,":[133],"data-driven":[134],"introduced":[136],"here":[137],"enables":[138],"systematic":[139],"identification":[140],"interpretation":[142],"quantitative":[144],"signatures":[146],"multivariate":[148],"applicability":[152],"beyond":[153],"neuroimaging":[154],"diverse":[156],"scientific":[157],"problems":[158],"involving":[159],"time-varying":[161],"systems.":[162]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}