{"id":"https://openalex.org/W4312223757","doi":"https://doi.org/10.3390/s23010278","title":"Deep Learning-Based ADHD and ADHD-RISK Classification Technology through the Recognition of Children\u2019s Abnormal Behaviors during the Robot-Led ADHD Screening Game","display_name":"Deep Learning-Based ADHD and ADHD-RISK Classification Technology through the Recognition of Children\u2019s Abnormal Behaviors during the Robot-Led ADHD Screening Game","publication_year":2022,"publication_date":"2022-12-27","ids":{"openalex":"https://openalex.org/W4312223757","doi":"https://doi.org/10.3390/s23010278","pmid":"https://pubmed.ncbi.nlm.nih.gov/36616875"},"language":"en","primary_location":{"id":"doi:10.3390/s23010278","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23010278","pdf_url":"https://www.mdpi.com/1424-8220/23/1/278/pdf?version=1672132964","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/1424-8220/23/1/278/pdf?version=1672132964","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031393350","display_name":"Wonjun Lee","orcid":"https://orcid.org/0000-0002-5981-2375"},"institutions":[{"id":"https://openalex.org/I39534123","display_name":"Gwangju Institute of Science and Technology","ror":"https://ror.org/024kbgz78","country_code":"KR","type":"education","lineage":["https://openalex.org/I39534123"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Wonjun Lee","raw_affiliation_strings":["School of Integrated Technology, Gwangju Institute of Science and Technology, Gwangju 61005, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-5981-2375","affiliations":[{"raw_affiliation_string":"School of Integrated Technology, Gwangju Institute of Science and Technology, Gwangju 61005, Republic of Korea","institution_ids":["https://openalex.org/I39534123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091001806","display_name":"Sanghyub Lee","orcid":"https://orcid.org/0000-0001-8363-3054"},"institutions":[{"id":"https://openalex.org/I39534123","display_name":"Gwangju Institute of Science and Technology","ror":"https://ror.org/024kbgz78","country_code":"KR","type":"education","lineage":["https://openalex.org/I39534123"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sanghyub Lee","raw_affiliation_strings":["School of Integrated Technology, Gwangju Institute of Science and Technology, Gwangju 61005, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0001-8363-3054","affiliations":[{"raw_affiliation_string":"School of Integrated Technology, Gwangju Institute of Science and Technology, Gwangju 61005, Republic of Korea","institution_ids":["https://openalex.org/I39534123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059663795","display_name":"Deok-Won Lee","orcid":"https://orcid.org/0000-0001-8787-5608"},"institutions":[{"id":"https://openalex.org/I39534123","display_name":"Gwangju Institute of Science and Technology","ror":"https://ror.org/024kbgz78","country_code":"KR","type":"education","lineage":["https://openalex.org/I39534123"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Deokwon Lee","raw_affiliation_strings":["School of Integrated Technology, Gwangju Institute of Science and Technology, Gwangju 61005, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0001-8787-5608","affiliations":[{"raw_affiliation_string":"School of Integrated Technology, Gwangju Institute of Science and Technology, Gwangju 61005, Republic of Korea","institution_ids":["https://openalex.org/I39534123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088028367","display_name":"Kooksung Jun","orcid":"https://orcid.org/0000-0002-8757-2014"},"institutions":[{"id":"https://openalex.org/I39534123","display_name":"Gwangju Institute of Science and Technology","ror":"https://ror.org/024kbgz78","country_code":"KR","type":"education","lineage":["https://openalex.org/I39534123"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kooksung Jun","raw_affiliation_strings":["School of Integrated Technology, Gwangju Institute of Science and Technology, Gwangju 61005, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-8757-2014","affiliations":[{"raw_affiliation_string":"School of Integrated Technology, Gwangju Institute of Science and Technology, Gwangju 61005, Republic of Korea","institution_ids":["https://openalex.org/I39534123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030930493","display_name":"Dong Hyun Ahn","orcid":null},"institutions":[{"id":"https://openalex.org/I4210142845","display_name":"Hanyang University Seoul Hospital","ror":"https://ror.org/04n76mm80","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I4210142845","https://openalex.org/I4210152466","https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dong Hyun Ahn","raw_affiliation_strings":["Department of Psychiatry, Hanyang University Hospital, Seoul 04763, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Hanyang University Hospital, Seoul 04763, Republic of Korea","institution_ids":["https://openalex.org/I4210142845"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084294297","display_name":"Mun Sang Kim","orcid":"https://orcid.org/0000-0002-6050-6594"},"institutions":[{"id":"https://openalex.org/I39534123","display_name":"Gwangju Institute of Science and Technology","ror":"https://ror.org/024kbgz78","country_code":"KR","type":"education","lineage":["https://openalex.org/I39534123"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Mun Sang Kim","raw_affiliation_strings":["School of Integrated Technology, Gwangju Institute of Science and Technology, Gwangju 61005, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-6050-6594","affiliations":[{"raw_affiliation_string":"School of Integrated Technology, Gwangju Institute of Science and Technology, Gwangju 61005, Republic of Korea","institution_ids":["https://openalex.org/I39534123"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5084294297"],"corresponding_institution_ids":["https://openalex.org/I39534123"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":2.314,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.89133801,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"23","issue":"1","first_page":"278","last_page":"278"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10537","display_name":"Attention Deficit Hyperactivity Disorder","score":0.9955999851226807,"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":0.9955999851226807,"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/T13471","display_name":"Cognitive Functions and Memory","score":0.9355000257492065,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/attention-deficit-hyperactivity-disorder","display_name":"Attention deficit hyperactivity disorder","score":0.6358650326728821},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.521856427192688},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40803855657577515},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.3587722182273865},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3487083911895752},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.34820064902305603},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.30274125933647156},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.2781396210193634}],"concepts":[{"id":"https://openalex.org/C2780783007","wikidata":"https://www.wikidata.org/wiki/Q181923","display_name":"Attention deficit hyperactivity disorder","level":2,"score":0.6358650326728821},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.521856427192688},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40803855657577515},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.3587722182273865},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3487083911895752},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.34820064902305603},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.30274125933647156},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.2781396210193634}],"mesh":[{"descriptor_ui":"D000066553","descriptor_name":"Problem Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000066553","descriptor_name":"Problem Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000066553","descriptor_name":"Problem Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","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":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":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"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":"D012371","descriptor_name":"Robotics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012371","descriptor_name":"Robotics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012371","descriptor_name":"Robotics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018910","descriptor_name":"Video Games","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018910","descriptor_name":"Video Games","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018910","descriptor_name":"Video Games","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.3390/s23010278","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23010278","pdf_url":"https://www.mdpi.com/1424-8220/23/1/278/pdf?version=1672132964","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:36616875","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36616875","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:doaj.org/article:c17781fa8a7540f59fae9c564ce108ec","is_oa":false,"landing_page_url":"https://doaj.org/article/c17781fa8a7540f59fae9c564ce108ec","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 23, Iss 1, p 278 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/1/278/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23010278","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 23; Issue 1; Pages: 278","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9824867","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9824867","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,"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/s23010278","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23010278","pdf_url":"https://www.mdpi.com/1424-8220/23/1/278/pdf?version=1672132964","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":[{"id":"https://openalex.org/G5452688907","display_name":null,"funder_award_id":"20003762","funder_id":"https://openalex.org/F4320321681","funder_display_name":"Ministry of Trade, Industry and Energy"}],"funders":[{"id":"https://openalex.org/F4320321681","display_name":"Ministry of Trade, Industry and Energy","ror":"https://ror.org/008nkqk13"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4312223757.pdf","grobid_xml":"https://content.openalex.org/works/W4312223757.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W1922375817","https://openalex.org/W1995121648","https://openalex.org/W2072788714","https://openalex.org/W2111440058","https://openalex.org/W2131099228","https://openalex.org/W2161970642","https://openalex.org/W2808924508","https://openalex.org/W2871950322","https://openalex.org/W2884585870","https://openalex.org/W2890291157","https://openalex.org/W2950568021","https://openalex.org/W2999169175","https://openalex.org/W3084498024","https://openalex.org/W3133934646","https://openalex.org/W3164201917","https://openalex.org/W3165225155","https://openalex.org/W3177052253","https://openalex.org/W3195353066","https://openalex.org/W3198300020","https://openalex.org/W3211486451","https://openalex.org/W3214105395","https://openalex.org/W4206280419","https://openalex.org/W4206427013","https://openalex.org/W4220954896","https://openalex.org/W4224241240","https://openalex.org/W4224995368","https://openalex.org/W4225642220","https://openalex.org/W4225755434","https://openalex.org/W4283073080","https://openalex.org/W4287022174"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"Although":[0],"attention":[1,159,177,181,187,220],"deficit":[2],"hyperactivity":[3],"disorder":[4],"(ADHD)":[5],"in":[6,56,193,203],"children":[7,132],"is":[8,74,85,216],"rising":[9],"worldwide,":[10],"fewer":[11],"studies":[12,28],"have":[13],"focused":[14],"on":[15,18],"screening":[16,72,130],"than":[17],"the":[19,42,98,107,112,144,151,157,162,167,180,185,191,194,198,205,214,226],"treatment":[20],"of":[21,131,146,166,197],"ADHD.":[22],"Most":[23],"previous":[24],"similar":[25],"ADHD":[26,31,121,129],"classification":[27,164],"classified":[29,117],"only":[30],"and":[32,49,62,89,97,120,133,218],"normal":[33],"classes.":[34],"However,":[35],"medical":[36],"professionals":[37],"believe":[38],"that":[39,190,211],"better":[40,65],"distinguishing":[41],"ADHD-RISK":[43,206],"class":[44],"will":[45],"assist":[46],"them":[47],"socially":[48],"medically.":[50],"We":[51,142],"created":[52],"a":[53,134],"projection-based":[54],"game":[55,73,84,90,199,215],"which":[57],"we":[58,116],"can":[59],"see":[60],"stimuli":[61],"responses":[63],"to":[64,225],"understand":[66],"children's":[67,219],"abnormal":[68],"behavior.":[69],"The":[70],"developed":[71],"divided":[75,86],"into":[76,87],"11":[77],"stages.":[78],"Children":[79],"play":[80],"five":[81],"games.":[82],"Each":[83],"waiting":[88,100],"stages;":[91],"thus,":[92],"10":[93],"stages":[94],"are":[95,200],"created,":[96],"additional":[99],"stage":[101,105,148,155],"includes":[102],"an":[103],"explanation":[104],"where":[106],"robot":[108],"waits":[109],"while":[110],"explaining":[111],"first":[113],"game.":[114],"Herein,":[115],"normal,":[118],"ADHD-RISK,":[119,213],"using":[122,172],"skeleton":[123],"data":[124,192],"obtained":[125,183],"through":[126,156,184],"games":[127],"for":[128,153,212],"bidirectional":[135],"long":[136],"short-term":[137],"memory-based":[138],"deep":[139],"learning":[140,204],"model.":[141,178],"verified":[143],"importance":[145],"each":[147,154],"by":[149],"passing":[150],"feature":[152],"channel":[158,176,186],"layer.":[160],"Consequently,":[161],"final":[163],"accuracy":[165],"three":[168],"classes":[169],"was":[170],"98.15%":[171],"bi-directional":[173],"LSTM":[174],"with":[175],"Additionally,":[179],"scores":[182],"layer":[188],"indicated":[189],"latter":[195],"part":[196],"heavily":[201],"involved":[202],"case.":[207],"These":[208],"results":[209],"imply":[210],"repeated,":[217],"decreases":[221],"as":[222],"they":[223],"progress":[224],"second":[227],"half.":[228]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
