{"id":"https://openalex.org/W2214494591","doi":"https://doi.org/10.1109/bibm.2015.7359831","title":"Resting state functional connectivity explains individual scores of multiple clinical measures for major depression","display_name":"Resting state functional connectivity explains individual scores of multiple clinical measures for major depression","publication_year":2015,"publication_date":"2015-11-01","ids":{"openalex":"https://openalex.org/W2214494591","doi":"https://doi.org/10.1109/bibm.2015.7359831","mag":"2214494591"},"language":"en","primary_location":{"id":"doi:10.1109/bibm.2015.7359831","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2015.7359831","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5102752704","display_name":"Kosuke Yoshida","orcid":"https://orcid.org/0000-0001-8927-913X"},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]},{"id":"https://openalex.org/I39012071","display_name":"Kyoto College of Graduate Studies for Informatics","ror":"https://ror.org/05mzj8a56","country_code":"JP","type":"education","lineage":["https://openalex.org/I39012071"]},{"id":"https://openalex.org/I142637625","display_name":"Okinawa Institute of Science and Technology Graduate University","ror":"https://ror.org/02qg15b79","country_code":"JP","type":"education","lineage":["https://openalex.org/I142637625"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Kosuke Yoshida","raw_affiliation_strings":["Graduate School of Informatics, Kyoto University, Kyoto, Japan","Okinawa Institute of Science and Technology Graduate University, Okinawa, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Informatics, Kyoto University, Kyoto, Japan","institution_ids":["https://openalex.org/I39012071","https://openalex.org/I22299242"]},{"raw_affiliation_string":"Okinawa Institute of Science and Technology Graduate University, Okinawa, Japan","institution_ids":["https://openalex.org/I142637625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100565095","display_name":"Yu Shimizu","orcid":null},"institutions":[{"id":"https://openalex.org/I142637625","display_name":"Okinawa Institute of Science and Technology Graduate University","ror":"https://ror.org/02qg15b79","country_code":"JP","type":"education","lineage":["https://openalex.org/I142637625"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yu Shimizu","raw_affiliation_strings":["Okinawa Institute of Science and Technology Graduate University, Okinawa, Japan"],"affiliations":[{"raw_affiliation_string":"Okinawa Institute of Science and Technology Graduate University, Okinawa, Japan","institution_ids":["https://openalex.org/I142637625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071281836","display_name":"Junichiro Yoshimoto","orcid":"https://orcid.org/0000-0001-7995-0321"},"institutions":[{"id":"https://openalex.org/I142637625","display_name":"Okinawa Institute of Science and Technology Graduate University","ror":"https://ror.org/02qg15b79","country_code":"JP","type":"education","lineage":["https://openalex.org/I142637625"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Junichiro Yoshimoto","raw_affiliation_strings":["Okinawa Institute of Science and Technology Graduate University, Okinawa, Japan"],"affiliations":[{"raw_affiliation_string":"Okinawa Institute of Science and Technology Graduate University, Okinawa, Japan","institution_ids":["https://openalex.org/I142637625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084856194","display_name":"Shigeru Toki","orcid":null},"institutions":[{"id":"https://openalex.org/I113306721","display_name":"Hiroshima University","ror":"https://ror.org/03t78wx29","country_code":"JP","type":"education","lineage":["https://openalex.org/I113306721"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shigeru Toki","raw_affiliation_strings":["Department of Psychiatry and Neurosciences, Hiroshima University, Hiroshima, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Psychiatry and Neurosciences, Hiroshima University, Hiroshima, Japan","institution_ids":["https://openalex.org/I113306721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041084485","display_name":"Go Okada","orcid":"https://orcid.org/0000-0002-5451-8513"},"institutions":[{"id":"https://openalex.org/I113306721","display_name":"Hiroshima University","ror":"https://ror.org/03t78wx29","country_code":"JP","type":"education","lineage":["https://openalex.org/I113306721"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Go Okada","raw_affiliation_strings":["Department of Psychiatry and Neurosciences, Hiroshima University, Hiroshima, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Psychiatry and Neurosciences, Hiroshima University, Hiroshima, Japan","institution_ids":["https://openalex.org/I113306721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031344663","display_name":"Masahiro Takamura","orcid":"https://orcid.org/0000-0001-9742-152X"},"institutions":[{"id":"https://openalex.org/I113306721","display_name":"Hiroshima University","ror":"https://ror.org/03t78wx29","country_code":"JP","type":"education","lineage":["https://openalex.org/I113306721"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masahiro Takamura","raw_affiliation_strings":["Department of Psychiatry and Neurosciences, Hiroshima University, Hiroshima, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Psychiatry and Neurosciences, Hiroshima University, Hiroshima, Japan","institution_ids":["https://openalex.org/I113306721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064215032","display_name":"Yasumasa Okamoto","orcid":"https://orcid.org/0000-0001-8813-7551"},"institutions":[{"id":"https://openalex.org/I113306721","display_name":"Hiroshima University","ror":"https://ror.org/03t78wx29","country_code":"JP","type":"education","lineage":["https://openalex.org/I113306721"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yasumasa Okamoto","raw_affiliation_strings":["Department of Psychiatry and Neurosciences, Hiroshima University, Hiroshima, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Psychiatry and Neurosciences, Hiroshima University, Hiroshima, Japan","institution_ids":["https://openalex.org/I113306721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052376344","display_name":"Shigeto Yamawaki","orcid":"https://orcid.org/0000-0003-4263-6771"},"institutions":[{"id":"https://openalex.org/I113306721","display_name":"Hiroshima University","ror":"https://ror.org/03t78wx29","country_code":"JP","type":"education","lineage":["https://openalex.org/I113306721"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shigeto Yamawaki","raw_affiliation_strings":["Department of Psychiatry and Neurosciences, Hiroshima University, Hiroshima, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Psychiatry and Neurosciences, Hiroshima University, Hiroshima, Japan","institution_ids":["https://openalex.org/I113306721"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004840638","display_name":"Kenji Doya","orcid":"https://orcid.org/0000-0002-2446-6820"},"institutions":[{"id":"https://openalex.org/I142637625","display_name":"Okinawa Institute of Science and Technology Graduate University","ror":"https://ror.org/02qg15b79","country_code":"JP","type":"education","lineage":["https://openalex.org/I142637625"]},{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]},{"id":"https://openalex.org/I39012071","display_name":"Kyoto College of Graduate Studies for Informatics","ror":"https://ror.org/05mzj8a56","country_code":"JP","type":"education","lineage":["https://openalex.org/I39012071"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kenji Doya","raw_affiliation_strings":["Graduate School of Informatics, Kyoto University, Kyoto, Japan","Okinawa Institute of Science and Technology Graduate University, Okinawa, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Informatics, Kyoto University, Kyoto, Japan","institution_ids":["https://openalex.org/I39012071","https://openalex.org/I22299242"]},{"raw_affiliation_string":"Okinawa Institute of Science and Technology Graduate University, Okinawa, Japan","institution_ids":["https://openalex.org/I142637625"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5102752704"],"corresponding_institution_ids":["https://openalex.org/I142637625","https://openalex.org/I22299242","https://openalex.org/I39012071"],"apc_list":null,"apc_paid":null,"fwci":0.3226,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.60505559,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"2","issue":null,"first_page":"1078","last_page":"1083"},"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/T13283","display_name":"Mental Health Research Topics","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/generalizability-theory","display_name":"Generalizability theory","score":0.8083791136741638},{"id":"https://openalex.org/keywords/resting-state-fmri","display_name":"Resting state fMRI","score":0.7075880169868469},{"id":"https://openalex.org/keywords/precuneus","display_name":"Precuneus","score":0.6817337870597839},{"id":"https://openalex.org/keywords/cuneus","display_name":"Cuneus","score":0.6457617282867432},{"id":"https://openalex.org/keywords/functional-connectivity","display_name":"Functional connectivity","score":0.6273927092552185},{"id":"https://openalex.org/keywords/insula","display_name":"Insula","score":0.5715053081512451},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.48818665742874146},{"id":"https://openalex.org/keywords/depression","display_name":"Depression (economics)","score":0.45228713750839233},{"id":"https://openalex.org/keywords/major-depressive-disorder","display_name":"Major depressive disorder","score":0.41789913177490234},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.350149005651474},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.3442636728286743},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.3348867893218994},{"id":"https://openalex.org/keywords/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.3336724042892456},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.24926498532295227},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.23029419779777527}],"concepts":[{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.8083791136741638},{"id":"https://openalex.org/C66324658","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Resting state fMRI","level":2,"score":0.7075880169868469},{"id":"https://openalex.org/C2781441883","wikidata":"https://www.wikidata.org/wiki/Q1632835","display_name":"Precuneus","level":3,"score":0.6817337870597839},{"id":"https://openalex.org/C2780608534","wikidata":"https://www.wikidata.org/wiki/Q961620","display_name":"Cuneus","level":4,"score":0.6457617282867432},{"id":"https://openalex.org/C3018011982","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Functional connectivity","level":2,"score":0.6273927092552185},{"id":"https://openalex.org/C104996578","wikidata":"https://www.wikidata.org/wiki/Q827617","display_name":"Insula","level":2,"score":0.5715053081512451},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.48818665742874146},{"id":"https://openalex.org/C2776867660","wikidata":"https://www.wikidata.org/wiki/Q1814941","display_name":"Depression (economics)","level":2,"score":0.45228713750839233},{"id":"https://openalex.org/C2780051608","wikidata":"https://www.wikidata.org/wiki/Q42844","display_name":"Major depressive disorder","level":3,"score":0.41789913177490234},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.350149005651474},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3442636728286743},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.3348867893218994},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.3336724042892456},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.24926498532295227},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.23029419779777527},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm.2015.7359831","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2015.7359831","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.7699999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1979612645","https://openalex.org/W2022761449","https://openalex.org/W2023687307","https://openalex.org/W2058046532","https://openalex.org/W2076380208","https://openalex.org/W2081993193","https://openalex.org/W2095438393","https://openalex.org/W2108592835","https://openalex.org/W2139269942","https://openalex.org/W2146146069","https://openalex.org/W2148905283","https://openalex.org/W2168372372","https://openalex.org/W2169442707","https://openalex.org/W4292994367","https://openalex.org/W6680508596"],"related_works":["https://openalex.org/W3112264872","https://openalex.org/W1989161677","https://openalex.org/W1520477417","https://openalex.org/W3150454329","https://openalex.org/W4250679599","https://openalex.org/W4236064658","https://openalex.org/W4234096678","https://openalex.org/W2046250855","https://openalex.org/W2905212241","https://openalex.org/W2574348594"],"abstract_inverted_index":{"Recent":[0],"studies":[1],"have":[2],"revealed":[3],"that":[4,67,119],"resting":[5],"state":[6],"functional":[7,20,42,81,153],"connectivity":[8,21,43],"is":[9,38],"associated":[10],"with":[11,50,152],"major":[12],"depressive":[13],"disorder":[14],"(MDD).":[15],"However,":[16],"the":[17,26,87,93,97,105,124,138,141],"relationship":[18,142],"between":[19,155],"and":[22,47,83,96,122,131,135,157],"clinical":[23,53,73],"measures":[24,74,101],"for":[25,120,145],"detailed":[27],"assessment":[28],"of":[29,35,44,80,92,99,104,137],"depression":[30],"remains":[31],"unclear.":[32],"The":[33,116],"objective":[34],"our":[36],"study":[37],"thus":[39],"to":[40,86],"associate":[41],"depressed":[45],"patients":[46],"healthy":[48],"controls":[49],"their":[51],"individual":[52],"measures,":[54],"using":[55],"a":[56,77],"statistical":[57],"method":[58,69],"called":[59],"partial":[60],"least":[61],"squares":[62],"analysis":[63],"(PLS).":[64],"We":[65],"demonstrated":[66],"this":[68],"could":[70],"predict":[71],"certain":[72],"based":[75],"on":[76],"limited":[78],"number":[79],"connections":[82,127],"provided":[84],"benefits":[85],"prediction":[88,106],"performance":[89],"through":[90,110],"incorporation":[91],"subject's":[94],"age":[95],"estimation":[98],"multiple":[100],"simultaneously.":[102],"Generalizability":[103],"model":[107],"was":[108,143],"assured":[109],"leave":[111],"one":[112],"out":[113],"cross":[114],"validation.":[115],"results":[117],"showed":[118,148],"BDI-II":[121],"SHAPS":[123],"most":[125],"contributing":[126],"concerned":[128],"cuneus,":[129],"precuneus":[130],"middle":[132],"frontal":[133],"cortex":[134],"areas":[136],"cerebellum.":[139],"While":[140],"similar":[144],"PANAS(n),":[146],"it":[147],"its":[149],"strongest":[150],"relation":[151],"connection":[154],"calcarine":[156],"insula.":[158]},"counts_by_year":[{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
