{"id":"https://openalex.org/W3163482079","doi":"https://doi.org/10.3390/s21103419","title":"Moment-to-Moment Continuous Attention Fluctuation Monitoring through Consumer-Grade EEG Device","display_name":"Moment-to-Moment Continuous Attention Fluctuation Monitoring through Consumer-Grade EEG Device","publication_year":2021,"publication_date":"2021-05-14","ids":{"openalex":"https://openalex.org/W3163482079","doi":"https://doi.org/10.3390/s21103419","mag":"3163482079","pmid":"https://pubmed.ncbi.nlm.nih.gov/34069027"},"language":"en","primary_location":{"id":"doi:10.3390/s21103419","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21103419","pdf_url":"https://www.mdpi.com/1424-8220/21/10/3419/pdf?version=1626432178","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/21/10/3419/pdf?version=1626432178","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019706281","display_name":"Shan Zhang","orcid":"https://orcid.org/0000-0003-1030-537X"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Shan Zhang","raw_affiliation_strings":["NUS-HCI Lab, Department of Computer Science, School of Computing, National University of Singapore, Singapore 117417, Singapore"],"affiliations":[{"raw_affiliation_string":"NUS-HCI Lab, Department of Computer Science, School of Computing, National University of Singapore, Singapore 117417, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007130586","display_name":"Zihan Yan","orcid":"https://orcid.org/0000-0001-5298-4839"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN","SG"],"is_corresponding":false,"raw_author_name":"Zihan Yan","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou 310058, China","NUS-HCI Lab, Department of Computer Science, School of Computing, National University of Singapore, Singapore 117417, Singapore"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou 310058, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"NUS-HCI Lab, Department of Computer Science, School of Computing, National University of Singapore, Singapore 117417, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090194760","display_name":"Shardul Sapkota","orcid":"https://orcid.org/0000-0002-0009-8672"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]},{"id":"https://openalex.org/I3089745140","display_name":"Yale-NUS College","ror":"https://ror.org/04g9wch13","country_code":"SG","type":"education","lineage":["https://openalex.org/I3089745140"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Shardul Sapkota","raw_affiliation_strings":["Division of Science, Yale-NUS College, Singapore 138527, Singapore","NUS-HCI Lab, Department of Computer Science, School of Computing, National University of Singapore, Singapore 117417, Singapore"],"affiliations":[{"raw_affiliation_string":"Division of Science, Yale-NUS College, Singapore 138527, Singapore","institution_ids":["https://openalex.org/I3089745140"]},{"raw_affiliation_string":"NUS-HCI Lab, Department of Computer Science, School of Computing, National University of Singapore, Singapore 117417, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060314525","display_name":"Shengdong Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Shengdong Zhao","raw_affiliation_strings":["NUS-HCI Lab, Department of Computer Science, School of Computing, National University of Singapore, Singapore 117417, Singapore"],"affiliations":[{"raw_affiliation_string":"NUS-HCI Lab, Department of Computer Science, School of Computing, National University of Singapore, Singapore 117417, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072587271","display_name":"Wei Tsang Ooi","orcid":"https://orcid.org/0000-0001-8994-1736"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Wei Tsang Ooi","raw_affiliation_strings":["National University of Singapore, Singapore 117417, Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore 117417, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5019706281"],"corresponding_institution_ids":["https://openalex.org/I165932596"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.5921,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.62439043,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"21","issue":"10","first_page":"3419","last_page":"3419"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9993000030517578,"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":0.9993000030517578,"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/T13219","display_name":"Mind wandering and attention","score":0.9993000030517578,"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/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.9962000250816345,"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/moment","display_name":"Moment (physics)","score":0.7496811151504517},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7156359553337097},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5431955456733704},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4947302043437958},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.4792613983154297},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47626325488090515},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.4760127663612366},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.4393789768218994},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3809991478919983},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.25077301263809204},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.19857576489448547},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.16620543599128723},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1475324034690857},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.07331129908561707}],"concepts":[{"id":"https://openalex.org/C179254644","wikidata":"https://www.wikidata.org/wiki/Q13222844","display_name":"Moment (physics)","level":2,"score":0.7496811151504517},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7156359553337097},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5431955456733704},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4947302043437958},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.4792613983154297},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47626325488090515},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.4760127663612366},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.4393789768218994},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3809991478919983},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.25077301263809204},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.19857576489448547},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.16620543599128723},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1475324034690857},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.07331129908561707},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"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":"D001288","descriptor_name":"Attention","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":6,"locations":[{"id":"doi:10.3390/s21103419","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21103419","pdf_url":"https://www.mdpi.com/1424-8220/21/10/3419/pdf?version=1626432178","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:34069027","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34069027","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:scholarbank.nus.edu.sg:10635/233194","is_oa":true,"landing_page_url":"https://scholarbank.nus.edu.sg/handle/10635/233194","pdf_url":null,"source":{"id":"https://openalex.org/S7407052290","display_name":"National University of Singapore","issn_l":null,"issn":[],"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":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus OA2021","raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:166f9c2dcb6c4db18a0b6dee5fe3a179","is_oa":true,"landing_page_url":"https://doaj.org/article/166f9c2dcb6c4db18a0b6dee5fe3a179","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 21, Iss 10, p 3419 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/21/10/3419/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s21103419","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 21; Issue 10; Pages: 3419","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8156270","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8156270","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s21103419","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21103419","pdf_url":"https://www.mdpi.com/1424-8220/21/10/3419/pdf?version=1626432178","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3163482079.pdf","grobid_xml":"https://content.openalex.org/works/W3163482079.grobid-xml"},"referenced_works_count":96,"referenced_works":["https://openalex.org/W1496187077","https://openalex.org/W1548915175","https://openalex.org/W1859092166","https://openalex.org/W1953262639","https://openalex.org/W1968867925","https://openalex.org/W1970099525","https://openalex.org/W1985261475","https://openalex.org/W1986406234","https://openalex.org/W1988340313","https://openalex.org/W1990999410","https://openalex.org/W1992370545","https://openalex.org/W2004106268","https://openalex.org/W2008034682","https://openalex.org/W2012183781","https://openalex.org/W2013293845","https://openalex.org/W2014885375","https://openalex.org/W2023712729","https://openalex.org/W2039517753","https://openalex.org/W2043736971","https://openalex.org/W2049510292","https://openalex.org/W2052006153","https://openalex.org/W2064339769","https://openalex.org/W2071386523","https://openalex.org/W2081144582","https://openalex.org/W2085115106","https://openalex.org/W2086261099","https://openalex.org/W2110934090","https://openalex.org/W2111001556","https://openalex.org/W2116940784","https://openalex.org/W2125849845","https://openalex.org/W2134462108","https://openalex.org/W2137689618","https://openalex.org/W2141047785","https://openalex.org/W2141281277","https://openalex.org/W2141330748","https://openalex.org/W2141518527","https://openalex.org/W2165337576","https://openalex.org/W2168656979","https://openalex.org/W2274482611","https://openalex.org/W2277340224","https://openalex.org/W2304788182","https://openalex.org/W2313237523","https://openalex.org/W2465451462","https://openalex.org/W2547373170","https://openalex.org/W2549669100","https://openalex.org/W2579508942","https://openalex.org/W2591830551","https://openalex.org/W2610109047","https://openalex.org/W2610702023","https://openalex.org/W2635926651","https://openalex.org/W2726461532","https://openalex.org/W2735150756","https://openalex.org/W2739760705","https://openalex.org/W2752533184","https://openalex.org/W2765135009","https://openalex.org/W2765389074","https://openalex.org/W2767283963","https://openalex.org/W2770745281","https://openalex.org/W2773197923","https://openalex.org/W2773467741","https://openalex.org/W2791775687","https://openalex.org/W2798770157","https://openalex.org/W2805377368","https://openalex.org/W2805421201","https://openalex.org/W2807883646","https://openalex.org/W2885445478","https://openalex.org/W2889729260","https://openalex.org/W2910444986","https://openalex.org/W2915196348","https://openalex.org/W2915893085","https://openalex.org/W2916868926","https://openalex.org/W2921889068","https://openalex.org/W2922089679","https://openalex.org/W2947760526","https://openalex.org/W2952572984","https://openalex.org/W2962890799","https://openalex.org/W2967531895","https://openalex.org/W2969571374","https://openalex.org/W2972672476","https://openalex.org/W2972951733","https://openalex.org/W2979621981","https://openalex.org/W2981679558","https://openalex.org/W2981833446","https://openalex.org/W2999858333","https://openalex.org/W2999970087","https://openalex.org/W3013926883","https://openalex.org/W3022986551","https://openalex.org/W3034390803","https://openalex.org/W3035098912","https://openalex.org/W3088890600","https://openalex.org/W3121606562","https://openalex.org/W3202417708","https://openalex.org/W4251465276","https://openalex.org/W4255421341","https://openalex.org/W6741522373","https://openalex.org/W7006879863"],"related_works":["https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W1501776718","https://openalex.org/W4308951944","https://openalex.org/W4295532600","https://openalex.org/W2615136228","https://openalex.org/W4255837520","https://openalex.org/W2063823869","https://openalex.org/W2047973478"],"abstract_inverted_index":{"While":[0],"numerous":[1],"studies":[2],"have":[3],"explored":[4],"using":[5,92,144,156],"various":[6],"sensing":[7],"techniques":[8],"to":[9,36],"measure":[10],"attention":[11,14,42,51,68,103,162],"states,":[12],"moment-to-moment":[13,102],"fluctuation":[15,52,163],"measurement":[16],"is":[17],"unavailable.":[18],"To":[19],"bridge":[20],"this":[21],"gap,":[22],"we":[23,108],"applied":[24],"a":[25,62,72,93,114,147],"novel":[26],"paradigm":[27],"in":[28,113],"psychology,":[29],"the":[30,38,47,78,85,98,125,141,153],"gradual-onset":[31],"continuous":[32,67,161],"performance":[33],"task":[34],"(gradCPT),":[35],"collect":[37],"ground":[39,148],"truth":[40,149],"of":[41,50,81,101,136,143,155],"states.":[43],"GradCPT":[44],"allows":[45],"for":[46,65,160],"precise":[48],"labeling":[49,150],"on":[53,71],"an":[54,132],"800":[55],"ms":[56],"time":[57],"scale.":[58],"We":[59,88],"then":[60],"developed":[61],"new":[63],"technique":[64,112,122],"measuring":[66],"fluctuation,":[69],"based":[70],"machine":[73],"learning":[74,116],"approach":[75],"that":[76,120],"uses":[77],"spectral":[79],"properties":[80],"EEG":[82,96,158],"signals":[83],"as":[84,146],"main":[86],"features.":[87],"demonstrated":[89],"that,":[90],"even":[91],"consumer":[94],"grade":[95],"device,":[97],"detection":[99],"accuracy":[100],"fluctuations":[104],"was":[105],"73.49%.":[106],"Next,":[107],"empirically":[109],"validated":[110],"our":[111,121],"video":[115],"scenario":[117],"and":[118,152],"found":[119],"match":[123],"with":[124,131],"classification":[126],"obtained":[127],"through":[128],"thought":[129],"probes,":[130],"average":[133],"F1":[134],"score":[135],"0.77.":[137],"Our":[138],"results":[139],"suggest":[140],"effectiveness":[142],"gradCPT":[145],"method":[151],"feasibility":[154],"consumer-grade":[157],"devices":[159],"detection.":[164]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
