{"id":"https://openalex.org/W4389542771","doi":"https://doi.org/10.1109/embc40787.2023.10340329","title":"Classification of children with ADHD through task-related EEG recordings via Swarm-Decomposition-based Phase Locking Value<sup>*</sup>","display_name":"Classification of children with ADHD through task-related EEG recordings via Swarm-Decomposition-based Phase Locking Value<sup>*</sup>","publication_year":2023,"publication_date":"2023-07-24","ids":{"openalex":"https://openalex.org/W4389542771","doi":"https://doi.org/10.1109/embc40787.2023.10340329","pmid":"https://pubmed.ncbi.nlm.nih.gov/38082916"},"language":"en","primary_location":{"id":"doi:10.1109/embc40787.2023.10340329","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/embc40787.2023.10340329","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 45th 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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092819667","display_name":"Efstratia Ganiti-Roumeliotou","orcid":"https://orcid.org/0000-0002-7962-7935"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Efstratia Ganiti-Roumeliotou","raw_affiliation_strings":["Khalifa University of Science and Technology,Healthcare Engineering Innovation Center,Department of Biomedical Engineering,Abu Dhabi,UAE","Department of Biomedical Engineering, Healthcare Engineering Innovation Center, Khalifa University of Science and Technology, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Khalifa University of Science and Technology,Healthcare Engineering Innovation Center,Department of Biomedical Engineering,Abu Dhabi,UAE","institution_ids":["https://openalex.org/I176601375"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Healthcare Engineering Innovation Center, Khalifa University of Science and Technology, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088657402","display_name":"Ioannis Ziogas","orcid":"https://orcid.org/0000-0003-0615-322X"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Ioannis Ziogas","raw_affiliation_strings":["Khalifa University of Science and Technology,Healthcare Engineering Innovation Center,Department of Biomedical Engineering,Abu Dhabi,UAE","Department of Biomedical Engineering, Healthcare Engineering Innovation Center, Khalifa University of Science and Technology, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Khalifa University of Science and Technology,Healthcare Engineering Innovation Center,Department of Biomedical Engineering,Abu Dhabi,UAE","institution_ids":["https://openalex.org/I176601375"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Healthcare Engineering Innovation Center, Khalifa University of Science and Technology, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089077182","display_name":"Charalampos Lamprou","orcid":"https://orcid.org/0000-0002-6247-8689"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Charalampos Lamprou","raw_affiliation_strings":["Khalifa University of Science and Technology,Healthcare Engineering Innovation Center,Department of Biomedical Engineering,Abu Dhabi,UAE","Department of Biomedical Engineering, Healthcare Engineering Innovation Center, Khalifa University of Science and Technology, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Khalifa University of Science and Technology,Healthcare Engineering Innovation Center,Department of Biomedical Engineering,Abu Dhabi,UAE","institution_ids":["https://openalex.org/I176601375"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Healthcare Engineering Innovation Center, Khalifa University of Science and Technology, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028642160","display_name":"Ghada Alhussein","orcid":"https://orcid.org/0000-0001-6181-8306"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Ghada Alhussein","raw_affiliation_strings":["Khalifa University of Science and Technology,Healthcare Engineering Innovation Center,Department of Biomedical Engineering,Abu Dhabi,UAE","Department of Biomedical Engineering, Healthcare Engineering Innovation Center, Khalifa University of Science and Technology, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Khalifa University of Science and Technology,Healthcare Engineering Innovation Center,Department of Biomedical Engineering,Abu Dhabi,UAE","institution_ids":["https://openalex.org/I176601375"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Healthcare Engineering Innovation Center, Khalifa University of Science and Technology, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053893033","display_name":"Hessa Alfalahi","orcid":"https://orcid.org/0000-0002-2576-7000"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Hessa Alfalahi","raw_affiliation_strings":["Khalifa University of Science and Technology,Healthcare Engineering Innovation Center,Department of Biomedical Engineering,Abu Dhabi,UAE","Department of Biomedical Engineering, Healthcare Engineering Innovation Center, Khalifa University of Science and Technology, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Khalifa University of Science and Technology,Healthcare Engineering Innovation Center,Department of Biomedical Engineering,Abu Dhabi,UAE","institution_ids":["https://openalex.org/I176601375"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Healthcare Engineering Innovation Center, Khalifa University of Science and Technology, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113067848","display_name":"Aamna Al Shehhi","orcid":null},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Aamna Al Shehhi","raw_affiliation_strings":["Khalifa University of Science and Technology,Healthcare Engineering Innovation Center,Department of Biomedical Engineering,Abu Dhabi,UAE","Department of Biomedical Engineering, Healthcare Engineering Innovation Center, Khalifa University of Science and Technology, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Khalifa University of Science and Technology,Healthcare Engineering Innovation Center,Department of Biomedical Engineering,Abu Dhabi,UAE","institution_ids":["https://openalex.org/I176601375"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Healthcare Engineering Innovation Center, Khalifa University of Science and Technology, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072009987","display_name":"Sofia B. Dias","orcid":"https://orcid.org/0000-0002-8239-583X"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]},{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE","PT"],"is_corresponding":false,"raw_author_name":"Sofia Dias","raw_affiliation_strings":["Khalifa University of Science and Technology,Healthcare Engineering Innovation Center,Department of Biomedical Engineering,Abu Dhabi,UAE","Centro Interdisciplinar de Performance Humana (CIPER), Faculdade de Motricidade Humana-Universidade de Lisboa, Lisbon, Portugal","Department of Biomedical Engineering, Healthcare Engineering Innovation Center, Khalifa University of Science and Technology, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Khalifa University of Science and Technology,Healthcare Engineering Innovation Center,Department of Biomedical Engineering,Abu Dhabi,UAE","institution_ids":["https://openalex.org/I176601375"]},{"raw_affiliation_string":"Centro Interdisciplinar de Performance Humana (CIPER), Faculdade de Motricidade Humana-Universidade de Lisboa, Lisbon, Portugal","institution_ids":["https://openalex.org/I141596103"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Healthcare Engineering Innovation Center, Khalifa University of Science and Technology, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011347476","display_name":"Herbert F. Jelinek","orcid":"https://orcid.org/0000-0001-5457-6193"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Herbert F. Jelinek","raw_affiliation_strings":["Khalifa University of Science and Technology,Healthcare Engineering Innovation Center,Department of Biomedical Engineering,Abu Dhabi,UAE","Department of Biomedical Engineering, Healthcare Engineering Innovation Center, Khalifa University of Science and Technology, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Khalifa University of Science and Technology,Healthcare Engineering Innovation Center,Department of Biomedical Engineering,Abu Dhabi,UAE","institution_ids":["https://openalex.org/I176601375"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Healthcare Engineering Innovation Center, Khalifa University of Science and Technology, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045307151","display_name":"T. Stouraitis","orcid":"https://orcid.org/0000-0002-3696-4958"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]},{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE","GR"],"is_corresponding":false,"raw_author_name":"Thanos Stouraitis","raw_affiliation_strings":["Khalifa University of Science and Technology,Department of Electrical Engineering &amp; Computer Science,Abu Dhabi,UAE","Department of Electrical & Computer Engineering, University of Patras, Rio, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Khalifa University of Science and Technology,Department of Electrical Engineering &amp; Computer Science,Abu Dhabi,UAE","institution_ids":["https://openalex.org/I176601375"]},{"raw_affiliation_string":"Department of Electrical & Computer Engineering, University of Patras, Rio, Greece","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072772953","display_name":"Leontios J. Hadjileontiadis","orcid":"https://orcid.org/0000-0002-9932-9302"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]},{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["AE","GR"],"is_corresponding":false,"raw_author_name":"Leontios J. Hadjileontiadis","raw_affiliation_strings":["Khalifa University of Science and Technology,Healthcare Engineering Innovation Center,Department of Biomedical Engineering,Abu Dhabi,UAE","Department of Electrical & Computer Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece","Department of Biomedical Engineering, Healthcare Engineering Innovation Center, Khalifa University of Science and Technology, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Khalifa University of Science and Technology,Healthcare Engineering Innovation Center,Department of Biomedical Engineering,Abu Dhabi,UAE","institution_ids":["https://openalex.org/I176601375"]},{"raw_affiliation_string":"Department of Electrical & Computer Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Healthcare Engineering Innovation Center, Khalifa University of Science and Technology, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"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":0.19713765,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9987000226974487,"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/T10537","display_name":"Attention Deficit Hyperactivity Disorder","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7255781888961792},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.5735191106796265},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5614587664604187},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5584144592285156},{"id":"https://openalex.org/keywords/attention-deficit-hyperactivity-disorder","display_name":"Attention deficit hyperactivity disorder","score":0.5530857443809509},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4981417655944824},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4671606123447418},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.4359925091266632},{"id":"https://openalex.org/keywords/rhythm","display_name":"Rhythm","score":0.4131961762905121},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38264864683151245},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.358663409948349},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33644068241119385},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.241607666015625},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16685694456100464},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.13140982389450073},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08365517854690552}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7255781888961792},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.5735191106796265},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5614587664604187},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5584144592285156},{"id":"https://openalex.org/C2780783007","wikidata":"https://www.wikidata.org/wiki/Q181923","display_name":"Attention deficit hyperactivity disorder","level":2,"score":0.5530857443809509},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4981417655944824},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4671606123447418},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.4359925091266632},{"id":"https://openalex.org/C135343436","wikidata":"https://www.wikidata.org/wiki/Q170406","display_name":"Rhythm","level":2,"score":0.4131961762905121},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38264864683151245},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.358663409948349},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33644068241119385},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.241607666015625},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16685694456100464},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.13140982389450073},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08365517854690552},{"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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","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":"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}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc40787.2023.10340329","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/embc40787.2023.10340329","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 45th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:38082916","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38082916","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}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W208453467","https://openalex.org/W1979330140","https://openalex.org/W2002169010","https://openalex.org/W2046198005","https://openalex.org/W2076259536","https://openalex.org/W2101234009","https://openalex.org/W2104080006","https://openalex.org/W2120129518","https://openalex.org/W2128495200","https://openalex.org/W2136435696","https://openalex.org/W2157465042","https://openalex.org/W2166073443","https://openalex.org/W2231696227","https://openalex.org/W2420049378","https://openalex.org/W2519653825","https://openalex.org/W2773657926","https://openalex.org/W2909448543","https://openalex.org/W2994827813","https://openalex.org/W3080651530","https://openalex.org/W3083564253","https://openalex.org/W3089047745","https://openalex.org/W3207759740","https://openalex.org/W4214887075","https://openalex.org/W4220842422","https://openalex.org/W4224247910","https://openalex.org/W4283702533","https://openalex.org/W4284990193","https://openalex.org/W4302275047","https://openalex.org/W4306916508","https://openalex.org/W4308842389","https://openalex.org/W6675354045","https://openalex.org/W6746642624","https://openalex.org/W6770621979"],"related_works":["https://openalex.org/W4288714711","https://openalex.org/W3200708550","https://openalex.org/W2072492413","https://openalex.org/W2736680465","https://openalex.org/W2771637876","https://openalex.org/W2997159972","https://openalex.org/W4294093918","https://openalex.org/W4240853094","https://openalex.org/W2810496283","https://openalex.org/W4296378967"],"abstract_inverted_index":{"Attention":[0],"Deficit/Hyperactivity":[1],"Disorder":[2],"(ADHD)":[3],"is":[4,16,32,120],"a":[5,101,125],"common":[6],"neurodevelopmental":[7],"disorder":[8],"mainly":[9],"affecting":[10],"children.":[11],"ADHD":[12,53,116,193,202],"children":[13,58],"brain":[14,73,153,185],"activity":[15],"reported":[17],"to":[18,61,92,100,209],"present":[19],"alterations":[20],"from":[21,51,89,117],"neurotypically":[22],"developed":[23],"children,":[24],"yet":[25],"establishment":[26],"of":[27,33,79,110,124,134,187],"an":[28],"EEG":[29,49],"biomarker,":[30],"which":[31],"high":[34],"importance":[35],"in":[36,76,114,172,192,199],"clinical":[37],"practice":[38],"and":[39,54,107,161,196],"research,":[40],"has":[41],"not":[42],"been":[43],"achieved.":[44],"In":[45],"this":[46,173,177],"work,":[47],"task-related":[48,194],"recordings":[50],"61":[52],"60":[55],"age-matched":[56],"non-ADHD":[57,118],"are":[59,97,190],"analyzed":[60],"examine":[62],"the":[63,77,87,108,111,135,140,149],"underlying":[64],"Cross-Frequency":[65],"Coupling":[66],"phenomena.":[67],"The":[68,131],"proposed":[69,136],"framework":[70,137,180],"introduces":[71],"personalized":[72],"rhythm":[74,154],"extraction":[75,106,155],"form":[78],"oscillatory":[80],"modes":[81,96],"via":[82],"Swarm":[83],"Decomposition,":[84],"allowing":[85],"for":[86,176],"transition":[88],"sensor-level":[90,207],"connectivity":[91,170,208],"source-level":[93],"connectivity.":[94],"Oscillatory":[95],"then":[98],"subjected":[99],"phase":[102],"locking":[103],"value-based":[104],"feature":[105],"efficiency":[109,160],"extracted":[112],"features":[113],"separating":[115],"individuals":[119],"evaluated":[121],"by":[122,204],"means":[123],"nested":[126],"5-fold":[127],"cross":[128],"validation":[129],"scheme.":[130],"experimental":[132],"results":[133],"(Area":[138],"Under":[139],"Receiver":[141],"Operating":[142],"Characteristics":[143],"Curve-AUROC:":[144],"0.9166)":[145],"when":[146],"benchmarked":[147],"against":[148],"commonly":[150],"used":[151],"filter-based":[152],"(AUROC:":[156],"0.8361)":[157],"underscore":[158],"its":[159,163],"demonstrate":[162],"overall":[164],"superiority":[165],"over":[166],"other":[167],"state-of-the-art":[168],"functional":[169],"approaches":[171],"classification":[174],"task":[175],"dataset.Clinical":[178],"relevance-This":[179],"provides":[181],"novel":[182],"insights":[183],"about":[184],"regions":[186],"interest":[188],"that":[189],"involved":[191],"function":[195],"holds":[197],"promise":[198],"providing":[200],"objective":[201],"biomarkers":[203],"extending":[205],"classic":[206],"source-level.":[210]},"counts_by_year":[],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}