{"id":"https://openalex.org/W2537958669","doi":"https://doi.org/10.1109/embc.2016.7590715","title":"Classification of ADHD and non-ADHD using AR models","display_name":"Classification of ADHD and non-ADHD using AR models","publication_year":2016,"publication_date":"2016-08-01","ids":{"openalex":"https://openalex.org/W2537958669","doi":"https://doi.org/10.1109/embc.2016.7590715","mag":"2537958669","pmid":"https://pubmed.ncbi.nlm.nih.gov/28268350"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2016.7590715","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2016.7590715","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 38th Annual International Conference of the IEEE Engineering in Medicine and 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/A5078048944","display_name":"Juan L. Lopez Marcano","orcid":null},"institutions":[{"id":"https://openalex.org/I2801694295","display_name":"Virginia Cooperative Extension","ror":"https://ror.org/0149vtr75","country_code":"US","type":"education","lineage":["https://openalex.org/I2801694295"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Juan L. Lopez Marcano","raw_affiliation_strings":["Wireless@VT, DSPRL, Blacksburg, VA, USA"],"affiliations":[{"raw_affiliation_string":"Wireless@VT, DSPRL, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I2801694295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087783311","display_name":"Martha Ann Bell","orcid":"https://orcid.org/0000-0001-9222-0374"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Martha Ann Bell","raw_affiliation_strings":["Psychology Department, Virginia Tech, Blacksburg, VA, USA"],"affiliations":[{"raw_affiliation_string":"Psychology Department, Virginia Tech, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108536322","display_name":"A.A. Beex","orcid":null},"institutions":[{"id":"https://openalex.org/I2801694295","display_name":"Virginia Cooperative Extension","ror":"https://ror.org/0149vtr75","country_code":"US","type":"education","lineage":["https://openalex.org/I2801694295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. A. Louis Beex","raw_affiliation_strings":["Wireless@VT, DSPRL, Blacksburg, VA, USA"],"affiliations":[{"raw_affiliation_string":"Wireless@VT, DSPRL, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I2801694295"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5078048944"],"corresponding_institution_ids":["https://openalex.org/I2801694295"],"apc_list":null,"apc_paid":null,"fwci":1.8109,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.84704144,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"2016","issue":null,"first_page":"363","last_page":"366"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10537","display_name":"Attention Deficit Hyperactivity Disorder","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10537","display_name":"Attention Deficit Hyperactivity Disorder","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9965000152587891,"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":0.9879999756813049,"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/computer-science","display_name":"Computer science","score":0.4936147928237915},{"id":"https://openalex.org/keywords/attention-deficit-hyperactivity-disorder","display_name":"Attention deficit hyperactivity disorder","score":0.47092121839523315},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.30140724778175354},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.17791378498077393}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4936147928237915},{"id":"https://openalex.org/C2780783007","wikidata":"https://www.wikidata.org/wiki/Q181923","display_name":"Attention deficit hyperactivity disorder","level":2,"score":0.47092121839523315},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.30140724778175354},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.17791378498077393}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":"Q000175","qualifier_name":"diagnosis","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":"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":"D016001","descriptor_name":"Confidence Intervals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016001","descriptor_name":"Confidence Intervals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016001","descriptor_name":"Confidence Intervals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2016.7590715","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2016.7590715","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:28268350","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28268350","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":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.6899999976158142}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2035525391","https://openalex.org/W2046399131","https://openalex.org/W2080201073","https://openalex.org/W2086452817","https://openalex.org/W2089727665","https://openalex.org/W2092515476","https://openalex.org/W2124958834","https://openalex.org/W2142408637","https://openalex.org/W2154422617","https://openalex.org/W2156761163","https://openalex.org/W2159864265"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Accurate":[0],"and":[1,26,54,83],"confident":[2],"diagnosis":[3],"of":[4,64,81],"ADHD":[5,53,82],"is":[6,72,86],"highly":[7],"dependent":[8],"on":[9],"subjective":[10],"observations.":[11],"Several":[12],"quantitative":[13],"methods":[14],"have":[15,31],"been":[16],"proposed,":[17,73],"posing":[18],"it":[19,34],"as":[20,40],"a":[21,61,69],"two-class":[22],"classification":[23,80],"problem":[24],"(ADHD":[25],"non-ADHD).":[27],"However,":[28],"the":[29,36,79],"results":[30],"not":[32],"made":[33],"past":[35],"research":[37],"stage":[38],"yet,":[39],"misclassification":[41],"rates":[42],"must":[43],"be":[44],"close":[45],"to":[46,51],"0%.":[47],"This":[48],"study":[49],"aims":[50],"discriminate":[52],"non-ADHD":[55,84],"subjects":[56,85],"using":[57],"autoregressive":[58],"models,":[59],"with":[60,75],"high":[62],"level":[63],"accuracy":[65],"(85-95%).":[66],"In":[67],"addition,":[68],"confidence":[70,78],"metric":[71],"expressing":[74],"how":[76],"much":[77],"made.":[87]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
