{"id":"https://openalex.org/W4409156262","doi":"https://doi.org/10.1109/ciss64860.2025.10944687","title":"Neural correlates from the middle temporal gyrus via machine learning decode decision making variables during gambling in humans","display_name":"Neural correlates from the middle temporal gyrus via machine learning decode decision making variables during gambling in humans","publication_year":2025,"publication_date":"2025-03-19","ids":{"openalex":"https://openalex.org/W4409156262","doi":"https://doi.org/10.1109/ciss64860.2025.10944687"},"language":"en","primary_location":{"id":"doi:10.1109/ciss64860.2025.10944687","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ciss64860.2025.10944687","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 59th Annual Conference on Information Sciences and Systems (CISS)","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/A5102009804","display_name":"Daniel Wang","orcid":"https://orcid.org/0000-0002-9336-4123"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel Wang","raw_affiliation_strings":["Johns Hopkins University,Department of Biomedical Engineering,Baltimore,MD,USA,21218"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johns Hopkins University,Department of Biomedical Engineering,Baltimore,MD,USA,21218","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088809750","display_name":"Sridevi V. Sarma","orcid":"https://orcid.org/0000-0002-4817-6625"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sridevi V. Sarma","raw_affiliation_strings":["Johns Hopkins University,Department of Biomedical Engineering,Baltimore,MD,USA,21218"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johns Hopkins University,Department of Biomedical Engineering,Baltimore,MD,USA,21218","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006841566","display_name":"Aaron L. Sampson","orcid":"https://orcid.org/0000-0001-7973-1647"},"institutions":[{"id":"https://openalex.org/I1314596251","display_name":"Allen Institute for Brain Science","ror":"https://ror.org/00dcv1019","country_code":"US","type":"facility","lineage":["https://openalex.org/I1314596251","https://openalex.org/I4210140341"]},{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aaron L. Sampson","raw_affiliation_strings":["Johns Hopkins University,Zanvyl Krieger Mind/Brain Institute,Department of Neuroscience,Baltimore,MD,USA,21218"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johns Hopkins University,Zanvyl Krieger Mind/Brain Institute,Department of Neuroscience,Baltimore,MD,USA,21218","institution_ids":["https://openalex.org/I1314596251","https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002945860","display_name":"Veit Stuphorn","orcid":"https://orcid.org/0000-0003-1117-9993"},"institutions":[{"id":"https://openalex.org/I1314596251","display_name":"Allen Institute for Brain Science","ror":"https://ror.org/00dcv1019","country_code":"US","type":"facility","lineage":["https://openalex.org/I1314596251","https://openalex.org/I4210140341"]},{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Veit Stuphorn","raw_affiliation_strings":["Johns Hopkins University,Zanvyl Krieger Mind/Brain Institute,Department of Neuroscience,Baltimore,MD,USA,21218"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johns Hopkins University,Zanvyl Krieger Mind/Brain Institute,Department of Neuroscience,Baltimore,MD,USA,21218","institution_ids":["https://openalex.org/I1314596251","https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016761623","display_name":"Ernst Niebur","orcid":"https://orcid.org/0000-0002-2815-9262"},"institutions":[{"id":"https://openalex.org/I1314596251","display_name":"Allen Institute for Brain Science","ror":"https://ror.org/00dcv1019","country_code":"US","type":"facility","lineage":["https://openalex.org/I1314596251","https://openalex.org/I4210140341"]},{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ernst Niebur","raw_affiliation_strings":["Johns Hopkins University,Zanvyl Krieger Mind/Brain Institute,Department of Neuroscience,Baltimore,MD,USA,21218"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johns Hopkins University,Zanvyl Krieger Mind/Brain Institute,Department of Neuroscience,Baltimore,MD,USA,21218","institution_ids":["https://openalex.org/I1314596251","https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009797399","display_name":"Pierre Sacr\u00e9","orcid":"https://orcid.org/0000-0002-7228-1628"},"institutions":[{"id":"https://openalex.org/I157674565","display_name":"University of Li\u00e8ge","ror":"https://ror.org/00afp2z80","country_code":"BE","type":"education","lineage":["https://openalex.org/I157674565"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Pierre Sacr\u00e9","raw_affiliation_strings":["University of Liège,Department of Electrical Engineering and Computer Science,Liège,Belgium,4000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Liège,Department of Electrical Engineering and Computer Science,Liège,Belgium,4000","institution_ids":["https://openalex.org/I157674565"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066100823","display_name":"Jorge Gonz\u00e1lez-Mart\u00ednez","orcid":null},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]},{"id":"https://openalex.org/I4210157890","display_name":"Neurological Surgery","ror":"https://ror.org/04r0gp612","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210157890"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jorge Gonz\u00e1lez-Mart\u00ednez","raw_affiliation_strings":["University of Pittsburgh,Department of Neurological Surgery,Pittsburgh,PA,USA,14213"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pittsburgh,Department of Neurological Surgery,Pittsburgh,PA,USA,14213","institution_ids":["https://openalex.org/I170201317","https://openalex.org/I4210157890"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053269336","display_name":"Daniel B. Dorm\u00e1n","orcid":"https://orcid.org/0000-0001-7006-4593"},"institutions":[{"id":"https://openalex.org/I145402516","display_name":"Hope College","ror":"https://ror.org/03chnr738","country_code":"US","type":"education","lineage":["https://openalex.org/I145402516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel B. Dorman","raw_affiliation_strings":["Hope College,Department of Neuroscience,Holland,MI,USA,49422"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hope College,Department of Neuroscience,Holland,MI,USA,49422","institution_ids":["https://openalex.org/I145402516"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08289383,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11705","display_name":"Gambling Behavior and Treatments","score":0.9415000081062317,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11705","display_name":"Gambling Behavior and Treatments","score":0.9415000081062317,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6848157048225403},{"id":"https://openalex.org/keywords/middle-temporal-gyrus","display_name":"Middle temporal gyrus","score":0.6802796721458435},{"id":"https://openalex.org/keywords/neural-correlates-of-consciousness","display_name":"Neural correlates of consciousness","score":0.5355045795440674},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.48519471287727356},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48114240169525146},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40988314151763916},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.3276527523994446},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.32672062516212463},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2327173948287964},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.12599000334739685}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6848157048225403},{"id":"https://openalex.org/C2780621315","wikidata":"https://www.wikidata.org/wiki/Q5407200","display_name":"Middle temporal gyrus","level":3,"score":0.6802796721458435},{"id":"https://openalex.org/C129564537","wikidata":"https://www.wikidata.org/wiki/Q1460873","display_name":"Neural correlates of consciousness","level":3,"score":0.5355045795440674},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.48519471287727356},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48114240169525146},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40988314151763916},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.3276527523994446},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.32672062516212463},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2327173948287964},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.12599000334739685}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ciss64860.2025.10944687","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ciss64860.2025.10944687","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 59th Annual Conference on Information Sciences and Systems (CISS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6000000238418579,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1720114320","https://openalex.org/W1988800828","https://openalex.org/W2038310690","https://openalex.org/W2048697945","https://openalex.org/W2056072423","https://openalex.org/W2086593994","https://openalex.org/W2112891119","https://openalex.org/W2131986766","https://openalex.org/W2133773204","https://openalex.org/W2151442629","https://openalex.org/W2156435808","https://openalex.org/W2551030476","https://openalex.org/W2774577773","https://openalex.org/W2909855748","https://openalex.org/W3036181866","https://openalex.org/W3082178093","https://openalex.org/W6649372144","https://openalex.org/W6650413511","https://openalex.org/W6671483781","https://openalex.org/W6676887121","https://openalex.org/W6680126127","https://openalex.org/W6685550441","https://openalex.org/W6713233877","https://openalex.org/W6754089754"],"related_works":["https://openalex.org/W589208039","https://openalex.org/W1973639673","https://openalex.org/W4398774450","https://openalex.org/W2052268938","https://openalex.org/W2391251536","https://openalex.org/W2961085424","https://openalex.org/W2362198218","https://openalex.org/W2019521278","https://openalex.org/W1984922432","https://openalex.org/W2375008505"],"abstract_inverted_index":{"The":[0,18,83],"ability":[1],"to":[2,33,57,62,111,118,121],"make":[3],"good":[4],"decisions":[5],"is":[6,31,115],"contingent":[7],"upon":[8],"extracting":[9],"the":[10,24,39,51,77,104,116,123,126],"most":[11],"relevant":[12],"information":[13,109],"from":[14,50,76],"one\u2019s":[15],"contextual":[16],"surroundings.":[17],"middle":[19,52,78,105,127],"temporal":[20,53,79,106,128],"gyrus":[21,54,80,107,129],"lies":[22],"at":[23],"nexus":[25],"of":[26,42,85,125],"visual":[27,43],"processing":[28,41],"streams":[29],"and":[30,92,100],"hypothesized":[32],"play":[34],"a":[35,67],"crucial":[36],"role":[37],"in":[38,66,130],"semantic":[40],"information.":[44],"In":[45],"this":[46],"study,":[47],"stereoelectroencephalography":[48,120],"measurements":[49],"were":[55,81],"used":[56],"train":[58],"random":[59],"forest":[60],"classifiers":[61,88],"decode":[63],"betting":[64,98],"behavior":[65,99],"financial-decision":[68],"making":[69],"task":[70],"for":[71],"10":[72],"subjects.":[73],"Spectral":[74],"features":[75],"computed.":[82],"performance":[84],"these":[86],"subject-specific":[87],"ranged":[89],"between":[90],"75%":[91],"98%":[93],"accuracy":[94],"when":[95],"predicting":[96],"human":[97],"provide":[101],"evidence":[102],"that":[103],"encodes":[108],"related":[110],"decision-making.":[112,131],"This":[113],"study":[114],"first":[117],"use":[119],"explore":[122],"functionality":[124]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}