{"id":"https://openalex.org/W2295422615","doi":"https://doi.org/10.1109/embc.2015.7319287","title":"Feature analysis for correlation studies of simultaneous EEG-fMRI data: A proof of concept for neurofeedback approaches","display_name":"Feature analysis for correlation studies of simultaneous EEG-fMRI data: A proof of concept for neurofeedback approaches","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2295422615","doi":"https://doi.org/10.1109/embc.2015.7319287","mag":"2295422615"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2015.7319287","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2015.7319287","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","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/A5039614931","display_name":"Marco Sim\u00f5es","orcid":"https://orcid.org/0000-0003-3713-2464"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Marco Simoes","raw_affiliation_strings":["Faculty of Sciences and Technology, University of Coimbra, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Sciences and Technology, University of Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091338118","display_name":"Jo\u00e3o L. M. P. de Lima","orcid":"https://orcid.org/0000-0002-0135-2249"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Joao Lima","raw_affiliation_strings":["IBILI - Faculty of Medicine, University of Coimbra, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBILI - Faculty of Medicine, University of Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070095045","display_name":"Bruno Direito","orcid":"https://orcid.org/0000-0002-3259-8815"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Bruno Direito","raw_affiliation_strings":["IBILI - Faculty of Medicine, University of Coimbra, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBILI - Faculty of Medicine, University of Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054608866","display_name":"Jo\u00e3o Castelhano","orcid":"https://orcid.org/0000-0002-8996-1515"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Joao Castelhano","raw_affiliation_strings":["ICNAS from the University of Coimbra, Portugal","Institute for Metals, Tsukuba, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ICNAS from the University of Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]},{"raw_affiliation_string":"Institute for Metals, Tsukuba, Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037789493","display_name":"Carlos Ferreira","orcid":"https://orcid.org/0000-0002-0629-7146"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Carlos Ferreira","raw_affiliation_strings":["ICNAS from the University of Coimbra, Portugal","Institute for Metals, Tsukuba, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ICNAS from the University of Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]},{"raw_affiliation_string":"Institute for Metals, Tsukuba, Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083637401","display_name":"P. Carvalho","orcid":"https://orcid.org/0000-0002-9847-0590"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Paulo Carvalho","raw_affiliation_strings":["Faculty of Sciences and Technology, University of Coimbra, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Sciences and Technology, University of Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091005808","display_name":"Miguel Castelo\u2010Branco","orcid":"https://orcid.org/0000-0003-4364-6373"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Miguel Castelo-Branco","raw_affiliation_strings":["ICNAS from the University of Coimbra, Portugal","Institute for Metals, Tsukuba, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ICNAS from the University of Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]},{"raw_affiliation_string":"Institute for Metals, Tsukuba, Japan","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.666,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.70397703,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"4065","last_page":"4068"},"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/T10581","display_name":"Neural dynamics and brain function","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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9991999864578247,"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/neurofeedback","display_name":"Neurofeedback","score":0.8552091121673584},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7936807870864868},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.7269481420516968},{"id":"https://openalex.org/keywords/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.6578990817070007},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5909451842308044},{"id":"https://openalex.org/keywords/eeg-fmri","display_name":"EEG-fMRI","score":0.5870895981788635},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5172660946846008},{"id":"https://openalex.org/keywords/brain-activity-and-meditation","display_name":"Brain activity and meditation","score":0.5103661417961121},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5076769590377808},{"id":"https://openalex.org/keywords/canonical-correlation","display_name":"Canonical correlation","score":0.4919678866863251},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4575994312763214},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.43213969469070435},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.41351163387298584},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.2941504120826721},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14129862189292908}],"concepts":[{"id":"https://openalex.org/C2434490","wikidata":"https://www.wikidata.org/wiki/Q1306920","display_name":"Neurofeedback","level":3,"score":0.8552091121673584},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7936807870864868},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.7269481420516968},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.6578990817070007},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5909451842308044},{"id":"https://openalex.org/C125990524","wikidata":"https://www.wikidata.org/wiki/Q5322921","display_name":"EEG-fMRI","level":3,"score":0.5870895981788635},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5172660946846008},{"id":"https://openalex.org/C120843803","wikidata":"https://www.wikidata.org/wiki/Q4955807","display_name":"Brain activity and meditation","level":3,"score":0.5103661417961121},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5076769590377808},{"id":"https://openalex.org/C153874254","wikidata":"https://www.wikidata.org/wiki/Q115542","display_name":"Canonical correlation","level":2,"score":0.4919678866863251},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4575994312763214},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.43213969469070435},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.41351163387298584},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2941504120826721},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14129862189292908},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/embc.2015.7319287","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2015.7319287","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5699999928474426,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1645434676","https://openalex.org/W1662147535","https://openalex.org/W1968165886","https://openalex.org/W1980189836","https://openalex.org/W1990400194","https://openalex.org/W2003064434","https://openalex.org/W2043459693","https://openalex.org/W2078266977","https://openalex.org/W2163254535"],"related_works":["https://openalex.org/W2991396235","https://openalex.org/W2137930904","https://openalex.org/W2114837488","https://openalex.org/W4313343512","https://openalex.org/W2050832787","https://openalex.org/W2084225074","https://openalex.org/W2057984217","https://openalex.org/W3035604628","https://openalex.org/W3034916105","https://openalex.org/W2501892244"],"abstract_inverted_index":{"The":[0,126],"identification":[1],"and":[2,81,109,139,156],"interpretation":[3],"of":[4,11,79,103,128,131],"facial":[5],"expressions":[6],"is":[7,16,141],"an":[8],"important":[9],"feature":[10],"social":[12,29,54],"cognition.":[13],"This":[14],"characteristic":[15],"often":[17],"impaired":[18],"in":[19,28,121,135],"various":[20],"neurodevelopmental":[21],"disorders.":[22],"Recent":[23],"therapeutic":[24],"approaches":[25],"to":[26,52,95,161],"intervene":[27],"communication":[30,55],"impairments":[31],"include":[32],"neurofeedback":[33],"(NF).":[34],"In":[35,57],"this":[36,58],"study,":[37],"we":[38,60,85],"present":[39],"a":[40,101,111],"NF":[41,163],"real-time":[42],"functional":[43],"Magnetic":[44],"Resonance":[45],"Imaging":[46],"(rt-fMRI),":[47],"combined":[48],"with":[49,114],"electroencephalography":[50],"(EEG)":[51],"train":[53],"skills.":[56],"sense,":[59],"defined":[61],"the":[62,73,76,82,87,91,96,115,122,148],"right":[63,123],"Superior":[64],"Temporal":[65],"Sulcus":[66],"as":[67],"our":[68],"target":[69,97],"region-of-interest.":[70],"To":[71],"analyze":[72],"correlation":[74,112,150],"between":[75,152],"fMRI":[77],"regions":[78],"interest":[80],"EEG":[83,107],"data,":[84],"transposed":[86],"sources":[88],"located":[89],"at":[90],"nearest":[92],"cortical":[93],"location":[94],"region.":[98,125],"We":[99],"extracted":[100,118],"set":[102],"75":[104],"features":[105],"from":[106,119],"segments":[108],"performed":[110],"analysis":[113],"brain":[116,154],"activations":[117],"rt-fMRI":[120],"pSTS":[124],"finding":[127],"significant":[129],"correlations":[130],"simultaneously":[132],"measured":[133],"signals":[134],"distinct":[136],"modalities":[137],"(EEG":[138],"fMRI)":[140],"promising.":[142],"Future":[143],"studies":[144],"should":[145],"address":[146],"whether":[147],"observed":[149],"levels":[151],"local":[153],"activity":[155],"scalp":[157],"measures":[158],"are":[159],"sufficient":[160],"implement":[162],"approaches.":[164]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2016-06-24T00:00:00"}