{"id":"https://openalex.org/W2560489016","doi":"https://doi.org/10.1088/1741-2552/14/1/016009","title":"Prediction of subjective ratings of emotional pictures by EEG features","display_name":"Prediction of subjective ratings of emotional pictures by EEG features","publication_year":2016,"publication_date":"2016-12-09","ids":{"openalex":"https://openalex.org/W2560489016","doi":"https://doi.org/10.1088/1741-2552/14/1/016009","mag":"2560489016","pmid":"https://pubmed.ncbi.nlm.nih.gov/27934776","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/5476954"},"language":"en","primary_location":{"id":"doi:10.1088/1741-2552/14/1/016009","doi":"https://doi.org/10.1088/1741-2552/14/1/016009","is_oa":false,"landing_page_url":"https://doi.org/10.1088/1741-2552/14/1/016009","pdf_url":null,"source":{"id":"https://openalex.org/S32898093","display_name":"Journal of Neural Engineering","issn_l":"1741-2552","issn":["1741-2552","1741-2560"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Neural Engineering","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5476954","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071068117","display_name":"Dennis J. McFarland","orcid":"https://orcid.org/0000-0001-8116-1268","observed_orcids":["https://orcid.org/0000-0001-8116-1268"]},"institutions":[{"id":"https://openalex.org/I1298060332","display_name":"New York State Department of Health","ror":"https://ror.org/04hf5kq57","country_code":"US","type":"government","lineage":["https://openalex.org/I1298060332"]},{"id":"https://openalex.org/I1339417872","display_name":"Wadsworth Center","ror":"https://ror.org/050kf9c55","country_code":"US","type":"facility","lineage":["https://openalex.org/I1298060332","https://openalex.org/I1339417872"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dennis J McFarland","raw_affiliation_strings":["National Center for Adaptive Neurotechnologies, Wadsworth Center, New York State Department of Health, Albany, NY 12201-0509,","National Center for Adaptive Neurotechnologies, Wadsworth Center, New York State Department of Health, Albany, NY 12201-0509, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Center for Adaptive Neurotechnologies, Wadsworth Center, New York State Department of Health, Albany, NY 12201-0509,","institution_ids":["https://openalex.org/I1298060332","https://openalex.org/I1339417872"]},{"raw_affiliation_string":"National Center for Adaptive Neurotechnologies, Wadsworth Center, New York State Department of Health, Albany, NY 12201-0509, USA","institution_ids":["https://openalex.org/I1298060332","https://openalex.org/I1339417872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002587791","display_name":"Muhammad A. Parvaz","orcid":"https://orcid.org/0000-0002-2671-2327","observed_orcids":["https://orcid.org/0000-0002-2671-2327"]},"institutions":[{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Muhammad A Parvaz","raw_affiliation_strings":["Departments of Psychiatry and Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029-6574,","Departments of Psychiatry and Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029-6574, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departments of Psychiatry and Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029-6574,","institution_ids":["https://openalex.org/I98704320"]},{"raw_affiliation_string":"Departments of Psychiatry and Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029-6574, USA","institution_ids":["https://openalex.org/I98704320"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056894914","display_name":"William A. Sarnacki","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1298060332","display_name":"New York State Department of Health","ror":"https://ror.org/04hf5kq57","country_code":"US","type":"government","lineage":["https://openalex.org/I1298060332"]},{"id":"https://openalex.org/I1339417872","display_name":"Wadsworth Center","ror":"https://ror.org/050kf9c55","country_code":"US","type":"facility","lineage":["https://openalex.org/I1298060332","https://openalex.org/I1339417872"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William A Sarnacki","raw_affiliation_strings":["National Center for Adaptive Neurotechnologies, Wadsworth Center, New York State Department of Health, Albany, NY 12201-0509,","National Center for Adaptive Neurotechnologies, Wadsworth Center, New York State Department of Health, Albany, NY 12201-0509, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Center for Adaptive Neurotechnologies, Wadsworth Center, New York State Department of Health, Albany, NY 12201-0509,","institution_ids":["https://openalex.org/I1298060332","https://openalex.org/I1339417872"]},{"raw_affiliation_string":"National Center for Adaptive Neurotechnologies, Wadsworth Center, New York State Department of Health, Albany, NY 12201-0509, USA","institution_ids":["https://openalex.org/I1298060332","https://openalex.org/I1339417872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066625393","display_name":"Rita Z. Goldstein","orcid":"https://orcid.org/0000-0002-1680-229X","observed_orcids":["https://orcid.org/0000-0002-1680-229X","https://orcid.org/0000-0002-1127-028X"]},"institutions":[{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rita Z Goldstein","raw_affiliation_strings":["Departments of Psychiatry and Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029-6574,","Departments of Psychiatry and Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029-6574, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departments of Psychiatry and Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029-6574,","institution_ids":["https://openalex.org/I98704320"]},{"raw_affiliation_string":"Departments of Psychiatry and Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029-6574, USA","institution_ids":["https://openalex.org/I98704320"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049156533","display_name":"Jonathan R. Wolpaw","orcid":"https://orcid.org/0000-0003-0805-1315","observed_orcids":["https://orcid.org/0000-0003-0805-1315"]},"institutions":[{"id":"https://openalex.org/I1298060332","display_name":"New York State Department of Health","ror":"https://ror.org/04hf5kq57","country_code":"US","type":"government","lineage":["https://openalex.org/I1298060332"]},{"id":"https://openalex.org/I1339417872","display_name":"Wadsworth Center","ror":"https://ror.org/050kf9c55","country_code":"US","type":"facility","lineage":["https://openalex.org/I1298060332","https://openalex.org/I1339417872"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jonathan R Wolpaw","raw_affiliation_strings":["National Center for Adaptive Neurotechnologies, Wadsworth Center, New York State Department of Health, Albany, NY 12201-0509,","National Center for Adaptive Neurotechnologies, Wadsworth Center, New York State Department of Health, Albany, NY 12201-0509, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Center for Adaptive Neurotechnologies, Wadsworth Center, New York State Department of Health, Albany, NY 12201-0509,","institution_ids":["https://openalex.org/I1298060332","https://openalex.org/I1339417872"]},{"raw_affiliation_string":"National Center for Adaptive Neurotechnologies, Wadsworth Center, New York State Department of Health, Albany, NY 12201-0509, USA","institution_ids":["https://openalex.org/I1298060332","https://openalex.org/I1339417872"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5071068117"],"corresponding_institution_ids":["https://openalex.org/I1298060332","https://openalex.org/I1339417872"],"apc_list":{"value":3325,"currency":"USD","value_usd":3325},"apc_paid":null,"fwci":2.5544,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.88885629,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"14","issue":"1","first_page":"016009","last_page":"016009"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.7378000020980835,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.7378000020980835,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.25589999556541443,"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/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.002199999988079071,"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/emotion-regulation","display_name":"emotion regulation","score":0.5699999928474426},{"id":"https://openalex.org/keywords/brain-computer-interface","display_name":"brain-computer interface","score":0.9449999928474426},{"id":"https://openalex.org/keywords/eeg-features","display_name":"EEG features","score":0.5730000138282776},{"id":"https://openalex.org/keywords/emotional-valence","display_name":"emotional valence","score":0.8230000138282776},{"id":"https://openalex.org/keywords/arousal","display_name":"arousal","score":0.7450000047683716},{"id":"https://openalex.org/keywords/emotional-images","display_name":"emotional pictures","score":0.7139999866485596},{"id":"https://openalex.org/keywords/iap","display_name":"IAP","score":0.7540000081062317},{"id":"https://openalex.org/keywords/frontal-midline-theta","display_name":"frontal midline theta","score":0.9760000109672546},{"id":"https://openalex.org/keywords/late-positive-potential","display_name":"late positive potential","score":0.9990000128746033},{"id":"https://openalex.org/keywords/canonical-correlation-analysis","display_name":"canonical correlation analysis","score":0.6499999761581421},{"id":"https://openalex.org/keywords/sparse-modeling","display_name":"sparse models","score":0.7400000095367432},{"id":"https://openalex.org/keywords/emotion-dysregulation","display_name":"emotional dysregulation","score":0.6499999761581421}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8307809829711914},{"id":"https://openalex.org/C36951298","wikidata":"https://www.wikidata.org/wiki/Q379784","display_name":"Arousal","level":2,"score":0.7037632465362549},{"id":"https://openalex.org/C168900304","wikidata":"https://www.wikidata.org/wiki/Q171407","display_name":"Valence (chemistry)","level":2,"score":0.7004973888397217},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.6402618885040283},{"id":"https://openalex.org/C2779125066","wikidata":"https://www.wikidata.org/wiki/Q2654001","display_name":"International Affective Picture System","level":3,"score":0.550664484500885},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.5280663967132568},{"id":"https://openalex.org/C3020774634","wikidata":"https://www.wikidata.org/wiki/Q3113318","display_name":"Emotional valence","level":3,"score":0.5195748805999756},{"id":"https://openalex.org/C2779918689","wikidata":"https://www.wikidata.org/wiki/Q3771842","display_name":"Stimulus (psychology)","level":2,"score":0.485883891582489},{"id":"https://openalex.org/C120843803","wikidata":"https://www.wikidata.org/wiki/Q4955807","display_name":"Brain activity and meditation","level":3,"score":0.4804520308971405},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.466859370470047},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.43793123960494995},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3234957456588745},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.31223732233047485},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.27233290672302246},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.17584097385406494},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09529617428779602},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08535873889923096},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001143","descriptor_name":"Arousal","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D002540","descriptor_name":"Cerebral Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D005240","descriptor_name":"Feasibility Studies","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":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D010775","descriptor_name":"Photic Stimulation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1088/1741-2552/14/1/016009","doi":"https://doi.org/10.1088/1741-2552/14/1/016009","is_oa":false,"landing_page_url":"https://doi.org/10.1088/1741-2552/14/1/016009","pdf_url":null,"source":{"id":"https://openalex.org/S32898093","display_name":"Journal of Neural Engineering","issn_l":"1741-2552","issn":["1741-2552","1741-2560"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Neural Engineering","raw_type":"journal-article"},{"id":"pmid:27934776","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27934776","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,"listed_in":[],"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":"Journal of neural engineering","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:5476954","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5476954","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,"listed_in":[],"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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"J Neural Eng","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:5476954","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5476954","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,"listed_in":[],"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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"J Neural Eng","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8048999905586243,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G179306872","display_name":"Using event-related potentials to longitudinally track cue-induced craving incubation in cocaine addicted individuals","funder_award_id":"R01DA041528","funder_id":"https://openalex.org/F4320337347","funder_display_name":"National Institute on Drug Abuse"},{"id":"https://openalex.org/G1864775609","display_name":"Machine learning discovery of patterns of self regulation in drug addiction and I","funder_award_id":"R21DA034954","funder_id":"https://openalex.org/F4320337347","funder_display_name":"National Institute on Drug Abuse"},{"id":"https://openalex.org/G4329089422","display_name":"BCI-based feedback system to promote cognitive control of craving","funder_award_id":"F32DA033088","funder_id":"https://openalex.org/F4320337347","funder_display_name":"National Institute on Drug Abuse"},{"id":"https://openalex.org/G6370118192","display_name":"General Purpose Brain-Computer Interface (BCI) System","funder_award_id":"R01EB000856","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G8388904038","display_name":"Center for Adaptive Neurotechnologies","funder_award_id":"P41EB018783","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337347","display_name":"National Institute on Drug Abuse","ror":"https://ror.org/00fq5cm18"},{"id":"https://openalex.org/F4320337363","display_name":"National Institute of Biomedical Imaging and Bioengineering","ror":"https://ror.org/00372qc85"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W611103097","https://openalex.org/W1647018615","https://openalex.org/W1963930869","https://openalex.org/W1974323253","https://openalex.org/W1978863097","https://openalex.org/W1982547681","https://openalex.org/W1984475072","https://openalex.org/W1989927577","https://openalex.org/W1996966741","https://openalex.org/W2001097956","https://openalex.org/W2001342555","https://openalex.org/W2010894468","https://openalex.org/W2013277005","https://openalex.org/W2017144821","https://openalex.org/W2025751302","https://openalex.org/W2032307786","https://openalex.org/W2034250721","https://openalex.org/W2039055144","https://openalex.org/W2044455804","https://openalex.org/W2046063577","https://openalex.org/W2049166497","https://openalex.org/W2053445456","https://openalex.org/W2064770205","https://openalex.org/W2068550908","https://openalex.org/W2077763440","https://openalex.org/W2078707072","https://openalex.org/W2092926313","https://openalex.org/W2098290597","https://openalex.org/W2098827182","https://openalex.org/W2101548944","https://openalex.org/W2102628289","https://openalex.org/W2103153065","https://openalex.org/W2113392834","https://openalex.org/W2125557097","https://openalex.org/W2135064638","https://openalex.org/W2135454142","https://openalex.org/W2139564752","https://openalex.org/W2144383914","https://openalex.org/W2151669316","https://openalex.org/W2414922822","https://openalex.org/W2949714224","https://openalex.org/W4241598993"],"related_works":["https://openalex.org/W7172517930","https://openalex.org/W6946185755","https://openalex.org/W2899399370","https://openalex.org/W4415906832","https://openalex.org/W3208168517","https://openalex.org/W3043942984","https://openalex.org/W4206697221","https://openalex.org/W3160343815","https://openalex.org/W7133324778","https://openalex.org/W3085572868"],"abstract_inverted_index":{"OBJECTIVE:":[0],"Emotion":[1],"dysregulation":[2],"is":[3,251],"an":[4,104],"important":[5],"aspect":[6],"of":[7,25,51,66,73,121,130,139,206],"many":[8],"psychiatric":[9],"disorders.":[10],"Brain-computer":[11],"interface":[12],"(BCI)":[13],"technology":[14],"could":[15],"be":[16,32],"a":[17,107,252,267],"powerful":[18],"new":[19],"approach":[20],"to":[21,33,43,98,151,158,190,228,271],"facilitating":[22],"therapeutic":[23],"self-regulation":[24],"emotions.":[26],"One":[27],"possible":[28],"BCI":[29],"method":[30],"would":[31],"provide":[34],"stimulus-specific":[35],"feedback":[36],"based":[37,154],"on":[38,102,137,155,223],"subject-specific":[39,160,199],"electroencephalographic":[40],"(EEG)":[41],"responses":[42],"emotion-eliciting":[44],"stimuli.":[45],"APPROACH:":[46],"To":[47],"assess":[48],"the":[49,56,81,125,168,179,194,198,207,247,260],"feasibility":[50],"this":[52],"approach,":[53],"we":[54,94],"studied":[55],"relationships":[57],"between":[58],"emotional":[59,100,273],"valence/arousal":[60,101],"and":[61,80,87,106,132,149,178,197],"three":[62,169,208],"EEG":[63,145,170,209],"features:":[64,171],"amplitude":[65,72],"alpha":[67,173,257],"activity":[68,75,258],"over":[69,76,85,142],"frontal":[70,77,172,175,248,256],"cortex;":[71,79],"theta":[74,250],"midline":[78,176,249],"late":[82,180,261],"positive":[83,181,262],"potential":[84,263],"central":[86],"posterior":[88],"mid-line":[89],"areas.":[90],"For":[91],"each":[92,120,138,184,205],"feature,":[93],"evaluated":[95,166],"its":[96],"ability":[97],"predict":[99,159,192],"both":[103,193],"individual":[105,214],"group":[108],"basis.":[109],"Twenty":[110],"healthy":[111],"participants":[112],"(9":[113],"men,":[114],"11":[115],"women;":[116],"ages":[117],"22-68)":[118],"rated":[119],"192":[122],"pictures":[123,136],"from":[124,213],"IAPS":[126],"collection":[127],"in":[128,266],"terms":[129],"valence":[131],"arousal":[133],"twice":[134],"(96":[135],"4":[140],"d":[141],"2":[143],"weeks).":[144],"was":[146,231],"collected":[147],"simultaneously":[148,191],"used":[150,189],"develop":[152],"models":[153,164,235,239],"canonical":[156],"correlation":[157],"single-trial":[161],"ratings.":[162,200],"Separate":[163],"were":[165,188,216],"for":[167,264],"activity;":[174],"theta;":[177],"potential.":[182],"In":[183],"case,":[185],"these":[186],"features":[187,210],"normed":[195],"ratings":[196,222],"MAIN":[201],"RESULTS:":[202],"Models":[203],"using":[204],"with":[211],"data":[212,230],"subjects":[215],"generally":[217],"successful":[218],"at":[219],"predicting":[220],"subjective":[221],"training":[224],"data,":[225],"but":[226],"generalization":[227],"test":[229],"less":[232],"successful.":[233],"Sparse":[234],"performed":[236],"better":[237,253],"than":[238,255],"without":[240],"regularization.":[241],"SIGNIFICANCE:":[242],"The":[243],"results":[244],"suggest":[245],"that":[246],"candidate":[254],"or":[259],"use":[265],"BCI-based":[268],"paradigm":[269],"designed":[270],"modify":[272],"reactions.":[274]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":6}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-12-16T00:00:00"}
