{"id":"https://openalex.org/W4295448158","doi":"https://doi.org/10.1109/embc48229.2022.9871719","title":"Neural mass model-based study of frontal-temporal theta oscillations in human subjects during the performance of a cognitive control task","display_name":"Neural mass model-based study of frontal-temporal theta oscillations in human subjects during the performance of a cognitive control task","publication_year":2022,"publication_date":"2022-07-11","ids":{"openalex":"https://openalex.org/W4295448158","doi":"https://doi.org/10.1109/embc48229.2022.9871719","pmid":"https://pubmed.ncbi.nlm.nih.gov/36086466"},"language":"en","primary_location":{"id":"doi:10.1109/embc48229.2022.9871719","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9871719","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9974231","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069431522","display_name":"Alexander Ross","orcid":"https://orcid.org/0000-0002-1799-1432"},"institutions":[{"id":"https://openalex.org/I63135867","display_name":"University of Cincinnati","ror":"https://ror.org/01e3m7079","country_code":"US","type":"education","lineage":["https://openalex.org/I63135867"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Alexander Ross","raw_affiliation_strings":["University of Cincinnati,Cincinnati,Ohio,45267"],"affiliations":[{"raw_affiliation_string":"University of Cincinnati,Cincinnati,Ohio,45267","institution_ids":["https://openalex.org/I63135867"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087638591","display_name":"Angelique C. Paulk","orcid":"https://orcid.org/0000-0002-4413-3417"},"institutions":[{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Angelique C Paulk","raw_affiliation_strings":["Massachusetts General Hospital,Boston,Massachusetts","Massachusetts General Hospital, Boston, Massachusetts"],"affiliations":[{"raw_affiliation_string":"Massachusetts General Hospital,Boston,Massachusetts","institution_ids":["https://openalex.org/I4210087915"]},{"raw_affiliation_string":"Massachusetts General Hospital, Boston, Massachusetts","institution_ids":["https://openalex.org/I4210087915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031778533","display_name":"Sydney S. Cash","orcid":"https://orcid.org/0000-0002-4557-6391"},"institutions":[{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sydney S Cash","raw_affiliation_strings":["Massachusetts General Hospital,Boston,Massachusetts","Massachusetts General Hospital, Boston, Massachusetts"],"affiliations":[{"raw_affiliation_string":"Massachusetts General Hospital,Boston,Massachusetts","institution_ids":["https://openalex.org/I4210087915"]},{"raw_affiliation_string":"Massachusetts General Hospital, Boston, Massachusetts","institution_ids":["https://openalex.org/I4210087915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004461160","display_name":"Alik S. Widge","orcid":"https://orcid.org/0000-0001-8510-341X"},"institutions":[{"id":"https://openalex.org/I2800403580","display_name":"University of Minnesota System","ror":"https://ror.org/03grvy078","country_code":"US","type":"education","lineage":["https://openalex.org/I2800403580"]},{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alik S Widge","raw_affiliation_strings":["University of Minnesota,Minneapolis,Minnesota","University of Minnesota, Minneapolis, Minnesota"],"affiliations":[{"raw_affiliation_string":"University of Minnesota,Minneapolis,Minnesota","institution_ids":["https://openalex.org/I2800403580","https://openalex.org/I130238516"]},{"raw_affiliation_string":"University of Minnesota, Minneapolis, Minnesota","institution_ids":["https://openalex.org/I2800403580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103229670","display_name":"Ishita Basu","orcid":"https://orcid.org/0000-0003-1550-8643"},"institutions":[{"id":"https://openalex.org/I63135867","display_name":"University of Cincinnati","ror":"https://ror.org/01e3m7079","country_code":"US","type":"education","lineage":["https://openalex.org/I63135867"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ishita Basu","raw_affiliation_strings":["University of Cincinnati,Cincinnati,Ohio,45267"],"affiliations":[{"raw_affiliation_string":"University of Cincinnati,Cincinnati,Ohio,45267","institution_ids":["https://openalex.org/I63135867"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5069431522"],"corresponding_institution_ids":["https://openalex.org/I63135867"],"apc_list":null,"apc_paid":null,"fwci":0.2,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.31820826,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"2022","issue":null,"first_page":"2937","last_page":"2940"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.992900013923645,"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/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.992900013923645,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9837999939918518,"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":0.9776999950408936,"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/task","display_name":"Task (project management)","score":0.6654222011566162},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5714749097824097},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5328099727630615},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49797844886779785},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4365129768848419},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.39207950234413147},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38508692383766174},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.38425689935684204},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.3487551808357239},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3200010657310486},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10702985525131226}],"concepts":[{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6654222011566162},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5714749097824097},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5328099727630615},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49797844886779785},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4365129768848419},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.39207950234413147},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38508692383766174},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.38425689935684204},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3487551808357239},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3200010657310486},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10702985525131226},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001288","descriptor_name":"Attention","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001288","descriptor_name":"Attention","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001288","descriptor_name":"Attention","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":"Q000502","qualifier_name":"physiology","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":"D011930","descriptor_name":"Reaction Time","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D011930","descriptor_name":"Reaction Time","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D011930","descriptor_name":"Reaction Time","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D017397","descriptor_name":"Prefrontal Cortex","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017397","descriptor_name":"Prefrontal Cortex","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017397","descriptor_name":"Prefrontal Cortex","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D035842","descriptor_name":"Research Subjects","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D035842","descriptor_name":"Research Subjects","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D035842","descriptor_name":"Research Subjects","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc48229.2022.9871719","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9871719","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:36086466","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36086466","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:9974231","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9974231","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annu Int Conf IEEE Eng Med Biol Soc","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:9974231","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9974231","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annu Int Conf IEEE Eng Med Biol Soc","raw_type":"Text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8626415599","display_name":null,"funder_award_id":"W911NF-14-2-0045","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"}],"funders":[{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"},{"id":"https://openalex.org/F4320338281","display_name":"Army Research Office","ror":"https://ror.org/05epdh915"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1719320297","https://openalex.org/W1982258186","https://openalex.org/W2001165927","https://openalex.org/W2030319196","https://openalex.org/W2041935477","https://openalex.org/W2053773581","https://openalex.org/W2058086184","https://openalex.org/W2058467798","https://openalex.org/W2124249156","https://openalex.org/W2151752859","https://openalex.org/W2156430527","https://openalex.org/W2168918294","https://openalex.org/W2227520796","https://openalex.org/W2405205060","https://openalex.org/W2486537735","https://openalex.org/W2546124122","https://openalex.org/W2557355872","https://openalex.org/W2791096525","https://openalex.org/W2803207640","https://openalex.org/W2896377804","https://openalex.org/W2900127046","https://openalex.org/W2909855748","https://openalex.org/W2958634274","https://openalex.org/W2968841917","https://openalex.org/W2976976899","https://openalex.org/W2976985562","https://openalex.org/W3211307130","https://openalex.org/W4295448158","https://openalex.org/W6842932212"],"related_works":["https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W4308951944","https://openalex.org/W2057366091","https://openalex.org/W4312960290","https://openalex.org/W2049513647","https://openalex.org/W2988848585","https://openalex.org/W4233722919","https://openalex.org/W4211075255"],"abstract_inverted_index":{"Cognitive":[0],"control,":[1],"the":[2,25,32,80,85,94,183,186,199],"ability":[3],"to":[4,14,48,64,105,112,166,194,214,233,253],"rapidly":[5],"shift":[6],"one's":[7],"attention":[8],"and":[9,136,201,262],"behavioral":[10,27],"strategy":[11],"in":[12,79,93,123,224,241,274],"response":[13,47,55,66],"environmental":[15],"changes,":[16],"is":[17,36,104],"often":[18],"compromised":[19,244],"across":[20],"psychiatric":[21],"disorders.":[22,276],"One":[23],"of":[24,89,101,141,190,218],"well-validated":[26],"paradigms":[28],"for":[29,178,238,260,270],"tapping":[30],"into":[31,182],"cognitive":[33,38,245,272],"control":[34,63,273],"circuits":[35],"a":[37,45,50,107,153,160,171,195,206],"interference":[39,155],"task,":[40],"where":[41],"subjects":[42,143],"must":[43],"suppress":[44],"natural":[46],"follow":[49],"less":[51],"intuitive":[52],"rule.":[53],"Slower":[54],"times":[56],"on":[57],"these":[58],"tasks":[59],"indicate":[60],"difficulty":[61],"exerting":[62],"overcome":[65],"conflict.":[67],"Conflict":[68],"evokes":[69],"robust":[70],"electrophysiological":[71],"signatures,":[72],"such":[73,266],"as":[74,255,267],"theta":[75,91,118,169],"(4-8":[76],"Hz)":[77],"oscillations":[78,92,119,220],"prefrontal":[81],"cortex":[82],"(PFC).":[83],"However,":[84],"underlying":[86,221],"neural":[87,108,207,219],"mechanisms":[88,217,237],"conflict-evoked":[90],"PFC":[95,134],"are":[96],"not":[97],"clear.":[98],"The":[99],"objective":[100],"this":[102],"work":[103],"use":[106],"mass":[109,208],"model":[110],"(NMM)":[111],"find":[113,234],"feasible":[114,235],"cortical":[115],"networks":[116],"generating":[117],"during":[120,185],"conflict":[121,191,222],"processing":[122,192],"human":[124,142,225],"subjects.":[125,226],"We":[126,158,174,203],"used":[127,159,213,232],"intracranial":[128],"EEG":[129],"(iEEG)":[130],"recorded":[131],"from":[132],"dorsolateral":[133],"(dIPFC)":[135],"lateral":[137],"temporal":[138],"lobe":[139],"(LTL)":[140],"with":[144,243],"intractable":[145],"epilepsy":[146],"undergoing":[147],"invasive":[148],"monitoring,":[149],"while":[150],"they":[151],"performed":[152],"multi-source":[154],"task":[156],"(MSIT).":[157],"dynamic":[161],"causal":[162],"modeling":[163,209],"(DCM)":[164],"framework":[165,210,248],"simulate":[167],"dIPFC-LTL":[168],"using":[170],"Jansen-Rit":[172],"NMM.":[173],"found":[175],"significant":[176],"evidence":[177],"an":[179,256],"LTL":[180],"input":[181],"dlPFC":[184,200],"initial":[187],"500":[188],"ms":[189],"compared":[193],"bidirectional":[196],"connection":[197],"between":[198],"LTL.":[202],"conclude":[204],"that":[205],"can":[211,230,249],"be":[212,231,251],"elucidate":[215],"candidate":[216],"resolution":[223],"Clinical":[227],"Relevance-":[228],"This":[229,247],"target":[236],"designing":[239,261],"therapy":[240],"patients":[242],"control.":[246],"also":[250],"expanded":[252],"serve":[254],"in-silico":[257],"test":[258],"bed":[259],"testing":[263],"neuromodulatory":[264],"interventions":[265],"electrical":[268],"stimulation":[269],"improving":[271],"mood/anxiety":[275]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
