{"id":"https://openalex.org/W4390483328","doi":"https://doi.org/10.1109/ssci52147.2023.10372062","title":"Video-Based Skeleton Data Analysis for ADHD Detection","display_name":"Video-Based Skeleton Data Analysis for ADHD Detection","publication_year":2023,"publication_date":"2023-12-05","ids":{"openalex":"https://openalex.org/W4390483328","doi":"https://doi.org/10.1109/ssci52147.2023.10372062"},"language":"en","primary_location":{"id":"doi:10.1109/ssci52147.2023.10372062","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci52147.2023.10372062","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5102024531","display_name":"Yi-Chun Li","orcid":"https://orcid.org/0000-0002-7910-5205"},"institutions":[{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yichun Li","raw_affiliation_strings":["Newcastle University,Intelligent Sensing and Communications Research Group,UK","Intelligent Sensing and Communications Research Group, Newcastle University, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Newcastle University,Intelligent Sensing and Communications Research Group,UK","institution_ids":["https://openalex.org/I84884186"]},{"raw_affiliation_string":"Intelligent Sensing and Communications Research Group, Newcastle University, UK","institution_ids":["https://openalex.org/I84884186"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004778251","display_name":"Rajesh Nair","orcid":null},"institutions":[{"id":"https://openalex.org/I240202130","display_name":"Cumbria Northumberland Tyne and Wear NHS Foundation Trust","ror":"https://ror.org/01ajv0n48","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I240202130"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Rajesh Nair","raw_affiliation_strings":["Cumbria, Northumberland, Tyne and Wear (CNTW), NHS Foundation Trust,UK","Cumbria, Northumberland, Tyne and Wear (CNTW), NHS Foundation Trust, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cumbria, Northumberland, Tyne and Wear (CNTW), NHS Foundation Trust,UK","institution_ids":["https://openalex.org/I240202130"]},{"raw_affiliation_string":"Cumbria, Northumberland, Tyne and Wear (CNTW), NHS Foundation Trust, UK","institution_ids":["https://openalex.org/I240202130"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053121936","display_name":"Syed Mohsen Naqvi","orcid":"https://orcid.org/0000-0002-1547-0908"},"institutions":[{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Syed Mohsen Naqvi","raw_affiliation_strings":["Newcastle University,Intelligent Sensing and Communications Research Group,UK","Intelligent Sensing and Communications Research Group, Newcastle University, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Newcastle University,Intelligent Sensing and Communications Research Group,UK","institution_ids":["https://openalex.org/I84884186"]},{"raw_affiliation_string":"Intelligent Sensing and Communications Research Group, Newcastle University, UK","institution_ids":["https://openalex.org/I84884186"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8216,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.72514493,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9901000261306763,"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":0.9901000261306763,"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/T10510","display_name":"Stroke Rehabilitation and Recovery","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/2742","display_name":"Rehabilitation"},"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/T10537","display_name":"Attention Deficit Hyperactivity Disorder","score":0.9800999760627747,"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/computer-science","display_name":"Computer science","score":0.7373696565628052},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.6131793260574341},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5846600532531738},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5736560225486755},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4442087411880493},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.4424270987510681},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.43986672163009644},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.43525511026382446},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3242015838623047},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10220113396644592},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.09037315845489502}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7373696565628052},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6131793260574341},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5846600532531738},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5736560225486755},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4442087411880493},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.4424270987510681},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.43986672163009644},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.43525511026382446},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3242015838623047},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10220113396644592},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.09037315845489502},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ssci52147.2023.10372062","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci52147.2023.10372062","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1506726456","https://openalex.org/W1522734439","https://openalex.org/W2319079038","https://openalex.org/W2916798096","https://openalex.org/W2963155035","https://openalex.org/W3015535979","https://openalex.org/W3016163744","https://openalex.org/W3035050855","https://openalex.org/W3035225512","https://openalex.org/W3179667740","https://openalex.org/W3185872781","https://openalex.org/W3212244962","https://openalex.org/W4224087309","https://openalex.org/W4293252684","https://openalex.org/W4312245820","https://openalex.org/W6746580039"],"related_works":["https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W4308951944","https://openalex.org/W2057366091","https://openalex.org/W4312960290","https://openalex.org/W2049513647","https://openalex.org/W2988848585","https://openalex.org/W4233722919","https://openalex.org/W4323929055"],"abstract_inverted_index":{"Attention":[0],"Deficit":[1],"Hyperactivity":[2],"Disorder":[3],"(ADHD)":[4],"is":[5,149],"a":[6,89,95],"common":[7],"neurobehavioral":[8],"disorder":[9],"in":[10,131],"humans":[11],"worldwide.":[12],"While":[13],"extensive":[14],"research":[15],"has":[16,71],"focused":[17],"on":[18,30,135,145],"machine":[19,44],"learning":[20],"methods":[21,28,53,130],"for":[22,36,54,152],"ADHD":[23,55,91,107,153],"detection":[24,56,92],"and":[25,33,45,60,120,133],"diagnosis.":[26],"Most":[27],"rely":[29],"high-cost":[31],"equipment":[32],"trained":[34],"staff":[35],"data":[37],"collection,":[38],"e.g.,":[39],"Magnetic":[40],"Resonance":[41],"Image":[42],"(MRI)":[43],"Electroencephalography":[46],"(EEG)":[47],"patch.":[48],"Therefore,":[49],"low-cost":[50],"sensors-based":[51],"easy-to-process":[52],"by":[57,101],"exploiting":[58],"action":[59,69,98],"behavior":[61],"symptoms":[62],"are":[63],"required.":[64],"We":[65],"present":[66],"that":[67],"skeleton-based":[68,97],"recognition":[70,99],"the":[72,76,80,111,114,128,136],"potential":[73],"to":[74,79,110],"address":[75],"application":[77],"due":[78],"action-focused":[81],"nature":[82],"of":[83],"ADHD.":[84],"Hence,":[85],"this":[86],"work":[87],"proposes":[88],"novel":[90],"system":[93],"with":[94],"privacy-mitigating":[96],"framework":[100],"utilizing":[102],"our":[103,141],"new":[104],"real":[105,137],"multi-modal":[106,138],"dataset.":[108,139],"Compared":[109],"conventional":[112,129],"methods,":[113],"proposed":[115,142],"method":[116,125,143],"shows":[117],"cost":[118],"efficiency":[119],"significant":[121],"performance":[122],"improvement.":[123],"This":[124],"also":[126],"outperforms":[127],"accuracy":[132],"AUC":[134],"Furthermore,":[140],"based":[144],"simple":[146],"non-wearable":[147],"sensors":[148],"widely":[150],"applicable":[151],"screening.":[154]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}