{"id":"https://openalex.org/W2979358988","doi":"https://doi.org/10.1109/embc.2019.8857550","title":"Automatic Stroke Screening on Mobile Application: Features of Gyroscope and Accelerometer for Arm Factor in FAST","display_name":"Automatic Stroke Screening on Mobile Application: Features of Gyroscope and Accelerometer for Arm Factor in FAST","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2979358988","doi":"https://doi.org/10.1109/embc.2019.8857550","mag":"2979358988","pmid":"https://pubmed.ncbi.nlm.nih.gov/31946801"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2019.8857550","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2019.8857550","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 41st 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/A5016081932","display_name":"P. Phienphanich","orcid":"https://orcid.org/0000-0003-2264-8900"},"institutions":[{"id":"https://openalex.org/I108108428","display_name":"Thammasat University","ror":"https://ror.org/002yp7f20","country_code":"TH","type":"education","lineage":["https://openalex.org/I108108428"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"P. Phienphanich","raw_affiliation_strings":["Center of Excellence in Intelligent Informatics, Faculty of Engineering, Thammasat University, Thailand"],"affiliations":[{"raw_affiliation_string":"Center of Excellence in Intelligent Informatics, Faculty of Engineering, Thammasat University, Thailand","institution_ids":["https://openalex.org/I108108428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086985336","display_name":"Nattakit Tankongchamruskul","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"N. Tankongchamruskul","raw_affiliation_strings":["Ruamrudee International School, Thailand"],"affiliations":[{"raw_affiliation_string":"Ruamrudee International School, Thailand","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012128307","display_name":"Wasan Akarathanawat","orcid":null},"institutions":[{"id":"https://openalex.org/I158708052","display_name":"Chulalongkorn University","ror":"https://ror.org/028wp3y58","country_code":"TH","type":"education","lineage":["https://openalex.org/I158708052"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"W. Akarathanawat","raw_affiliation_strings":["Department of Medicine, Faculty of Medicine, Chulalongkorn University, Thailand"],"affiliations":[{"raw_affiliation_string":"Department of Medicine, Faculty of Medicine, Chulalongkorn University, Thailand","institution_ids":["https://openalex.org/I158708052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041696424","display_name":"Aurauma Chutinet","orcid":"https://orcid.org/0000-0002-9762-5562"},"institutions":[{"id":"https://openalex.org/I158708052","display_name":"Chulalongkorn University","ror":"https://ror.org/028wp3y58","country_code":"TH","type":"education","lineage":["https://openalex.org/I158708052"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"A. Chutinet","raw_affiliation_strings":["Department of Medicine, Faculty of Medicine, Chulalongkorn University, Thailand"],"affiliations":[{"raw_affiliation_string":"Department of Medicine, Faculty of Medicine, Chulalongkorn University, Thailand","institution_ids":["https://openalex.org/I158708052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005444591","display_name":"Rossukon Nimnual","orcid":null},"institutions":[{"id":"https://openalex.org/I158708052","display_name":"Chulalongkorn University","ror":"https://ror.org/028wp3y58","country_code":"TH","type":"education","lineage":["https://openalex.org/I158708052"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"R. Nimnual","raw_affiliation_strings":["Department of Medicine, Faculty of Medicine, Chulalongkorn University, Thailand"],"affiliations":[{"raw_affiliation_string":"Department of Medicine, Faculty of Medicine, Chulalongkorn University, Thailand","institution_ids":["https://openalex.org/I158708052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082973251","display_name":"Charturong Tantibundhit","orcid":"https://orcid.org/0000-0002-3889-7314"},"institutions":[{"id":"https://openalex.org/I108108428","display_name":"Thammasat University","ror":"https://ror.org/002yp7f20","country_code":"TH","type":"education","lineage":["https://openalex.org/I108108428"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"C. Tantibundhit","raw_affiliation_strings":["Center of Excellence in Intelligent Informatics, Faculty of Engineering, Thammasat University, Thailand"],"affiliations":[{"raw_affiliation_string":"Center of Excellence in Intelligent Informatics, Faculty of Engineering, Thammasat University, Thailand","institution_ids":["https://openalex.org/I108108428"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108157082","display_name":"Nijasri C. Suwanwela","orcid":null},"institutions":[{"id":"https://openalex.org/I158708052","display_name":"Chulalongkorn University","ror":"https://ror.org/028wp3y58","country_code":"TH","type":"education","lineage":["https://openalex.org/I158708052"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"N. C. Suwanwela","raw_affiliation_strings":["Department of Medicine, Faculty of Medicine, Chulalongkorn University, Thailand"],"affiliations":[{"raw_affiliation_string":"Department of Medicine, Faculty of Medicine, Chulalongkorn University, Thailand","institution_ids":["https://openalex.org/I158708052"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5016081932"],"corresponding_institution_ids":["https://openalex.org/I108108428"],"apc_list":null,"apc_paid":null,"fwci":0.4882,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.69562141,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"2019","issue":null,"first_page":"4225","last_page":"4228"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10510","display_name":"Stroke Rehabilitation and Recovery","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10510","display_name":"Stroke Rehabilitation and Recovery","score":0.9998000264167786,"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/T10227","display_name":"Acute Ischemic Stroke Management","score":0.9821000099182129,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T11097","display_name":"Cerebral Palsy and Movement Disorders","score":0.9821000099182129,"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/accelerometer","display_name":"Accelerometer","score":0.7393990755081177},{"id":"https://openalex.org/keywords/gyroscope","display_name":"Gyroscope","score":0.673754096031189},{"id":"https://openalex.org/keywords/stroke","display_name":"Stroke (engine)","score":0.6554279923439026},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5717903971672058},{"id":"https://openalex.org/keywords/curl","display_name":"Curl (programming language)","score":0.5637837648391724},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.5090605616569519},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42667219042778015},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3522416353225708},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.3447687029838562},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12045040726661682}],"concepts":[{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.7393990755081177},{"id":"https://openalex.org/C158488048","wikidata":"https://www.wikidata.org/wiki/Q483400","display_name":"Gyroscope","level":2,"score":0.673754096031189},{"id":"https://openalex.org/C2780645631","wikidata":"https://www.wikidata.org/wiki/Q671554","display_name":"Stroke (engine)","level":2,"score":0.6554279923439026},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5717903971672058},{"id":"https://openalex.org/C147663694","wikidata":"https://www.wikidata.org/wiki/Q1144631","display_name":"Curl (programming language)","level":2,"score":0.5637837648391724},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.5090605616569519},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42667219042778015},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3522416353225708},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.3447687029838562},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12045040726661682},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000071939","descriptor_name":"Stroke Rehabilitation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000071939","descriptor_name":"Stroke Rehabilitation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000071939","descriptor_name":"Stroke Rehabilitation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001132","descriptor_name":"Arm","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001132","descriptor_name":"Arm","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001132","descriptor_name":"Arm","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":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016022","descriptor_name":"Case-Control Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016022","descriptor_name":"Case-Control Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016022","descriptor_name":"Case-Control Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D061725","descriptor_name":"Accelerometry","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D061725","descriptor_name":"Accelerometry","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D061725","descriptor_name":"Accelerometry","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D063731","descriptor_name":"Mobile Applications","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063731","descriptor_name":"Mobile Applications","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063731","descriptor_name":"Mobile Applications","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2019.8857550","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2019.8857550","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:31946801","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31946801","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":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5600000023841858}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2010075819","https://openalex.org/W2035237857","https://openalex.org/W2070566433","https://openalex.org/W2083111266","https://openalex.org/W2115138492","https://openalex.org/W2130174624","https://openalex.org/W2133990480","https://openalex.org/W2157420555","https://openalex.org/W2324069092","https://openalex.org/W2513420276","https://openalex.org/W2579587135","https://openalex.org/W2593707913","https://openalex.org/W2962730651","https://openalex.org/W6756633688"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2356006086","https://openalex.org/W2365897603","https://openalex.org/W2081925801","https://openalex.org/W1991019294","https://openalex.org/W2016436170","https://openalex.org/W2810594194","https://openalex.org/W2979358988","https://openalex.org/W2159988384"],"abstract_inverted_index":{"This":[0],"study":[1,22,49,119,154,171,182],"focuses":[2],"on":[3,29,105,186],"automatic":[4],"stroke-screening":[5],"of":[6,61,124,135,140,164],"the":[7,11,36,59,62,64,106,131,138,145,187],"arm":[8,31,71,188],"factor":[9],"in":[10,40,47,58,100,151],"FAST":[12,146],"(Face,":[13],"Arm,":[14],"Speech,":[15],"and":[16,38,53,75,90,126],"Time)":[17],"stroke":[18,51,177],"screening":[19],"method.":[20],"The":[21,78],"provides":[23],"a":[24,152],"methodology":[25],"to":[26,68,97,144],"collect":[27],"data":[28],"specific":[30],"movements,":[32,72],"using":[33],"signals":[34],"from":[35,114,137],"gyroscope":[37],"accelerometer":[39],"mobile":[41],"devices.":[42],"Fifty-two":[43],"subjects":[44],"were":[45,66,81,95],"enrolled":[46],"this":[48],"(20":[50],"patients":[52,65,94],"32":[54],"healthy":[55],"subjects).":[56],"Given":[57],"instructions":[60],"application,":[63],"asked":[67],"perform":[69],"two":[70,79],"Curl":[73],"Up":[74],"Raise":[76],"Up.":[77],"exercises":[80,103],"classified":[82],"into":[83],"three":[84,116],"parts:":[85],"curl":[86],"part,":[87,89],"raise":[88],"stable":[91],"part.":[92],"Stroke":[93],"expected":[96],"experience":[98],"difficulty":[99],"performing":[101],"both":[102,141],"efficiently":[104],"same":[107],"arm.":[108],"We":[109],"proposed":[110],"20":[111],"handcrafted":[112],"features":[113],"these":[115],"parts.":[117],"Our":[118],"achieved":[120],"an":[121,127,162],"average":[122,128],"accuracy":[123,163],"61.7%-74.2%":[125],"area":[129],"under":[130],"ROC":[132],"curve":[133],"(AUC)":[134],"66.2%-81.5%":[136],"combination":[139],"exercises.":[142],"Compared":[143],"method":[147],"used":[148],"by":[149],"examiners":[150],"previous":[153],"(Kapes":[155],"et":[156],"al.,":[157],"2014)":[158],"that":[159,180],"showed":[160,172],"with":[161],"69%-77%":[165],"for":[166,175],"every":[167],"age":[168],"group,":[169],"our":[170,181],"promising":[173],"results":[174],"early":[176],"identification,":[178],"giving":[179],"is":[183],"based":[184],"only":[185],"factor.":[189]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}