{"id":"https://openalex.org/W2979765954","doi":"https://doi.org/10.1109/embc.2019.8856330","title":"Automated Evaluation of Upper Limb Motor Impairment of Patient with Cerebellar Ataxia","display_name":"Automated Evaluation of Upper Limb Motor Impairment of Patient with Cerebellar Ataxia","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2979765954","doi":"https://doi.org/10.1109/embc.2019.8856330","mag":"2979765954","pmid":"https://pubmed.ncbi.nlm.nih.gov/31947413"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2019.8856330","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2019.8856330","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":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/Automated_Evaluation_of_Upper_Limb_Motor_Impairment_of_Patient_with_Cerebellar_Ataxia/20719363","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066428743","display_name":"Ha Tran","orcid":"https://orcid.org/0000-0001-5832-7872"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Ha Tran","raw_affiliation_strings":["School of Engineering, Deakin University, Victoria, AU"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Deakin University, Victoria, AU","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037113249","display_name":"Pubudu N. Pathirana","orcid":"https://orcid.org/0000-0001-8014-7798"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Pubudu N. Pathirana","raw_affiliation_strings":["School of Engineering, Deakin University, Victoria, AU"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Deakin University, Victoria, AU","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051412598","display_name":"Malcolm Horne","orcid":"https://orcid.org/0000-0001-9427-2100"},"institutions":[{"id":"https://openalex.org/I242743682","display_name":"Florey Institute of Neuroscience and Mental Health","ror":"https://ror.org/03a2tac74","country_code":"AU","type":"facility","lineage":["https://openalex.org/I165779595","https://openalex.org/I242743682"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Malcolm Horne","raw_affiliation_strings":["Florey Institute of Neuroscience and Mental Health, Parkville, Victoria, AU"],"affiliations":[{"raw_affiliation_string":"Florey Institute of Neuroscience and Mental Health, Parkville, Victoria, AU","institution_ids":["https://openalex.org/I242743682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019019650","display_name":"Laura Power","orcid":"https://orcid.org/0000-0002-9755-5699"},"institutions":[{"id":"https://openalex.org/I2802509250","display_name":"Royal Victoria Eye and Ear Hospital","ror":"https://ror.org/03z0mke78","country_code":"IE","type":"healthcare","lineage":["https://openalex.org/I2802509250"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Laura Power","raw_affiliation_strings":["Balance Disorders & Ataxia Service, Royal Victorian Eye and Ear Hospital (RVEEH), Victoria, AU"],"affiliations":[{"raw_affiliation_string":"Balance Disorders & Ataxia Service, Royal Victorian Eye and Ear Hospital (RVEEH), Victoria, AU","institution_ids":["https://openalex.org/I2802509250"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077563242","display_name":"David J. Szmulewicz","orcid":"https://orcid.org/0000-0002-7013-9329"},"institutions":[{"id":"https://openalex.org/I242743682","display_name":"Florey Institute of Neuroscience and Mental Health","ror":"https://ror.org/03a2tac74","country_code":"AU","type":"facility","lineage":["https://openalex.org/I165779595","https://openalex.org/I242743682"]},{"id":"https://openalex.org/I2802509250","display_name":"Royal Victoria Eye and Ear Hospital","ror":"https://ror.org/03z0mke78","country_code":"IE","type":"healthcare","lineage":["https://openalex.org/I2802509250"]}],"countries":["AU","IE"],"is_corresponding":false,"raw_author_name":"David J Szmulewicz","raw_affiliation_strings":["Florey Institute of Neuroscience and Mental, Health, Parkville, Balance Disorders & Ataxia Service, Royal Victorian Eye and Ear Hospital (RVEEH), St Andrews Place, East Melbourne and Cerebellar Ataxia Clinic, Alfred Hospital, Prahran, Victoria, AU"],"affiliations":[{"raw_affiliation_string":"Florey Institute of Neuroscience and Mental, Health, Parkville, Balance Disorders & Ataxia Service, Royal Victorian Eye and Ear Hospital (RVEEH), St Andrews Place, East Melbourne and Cerebellar Ataxia Clinic, Alfred Hospital, Prahran, Victoria, AU","institution_ids":["https://openalex.org/I242743682","https://openalex.org/I2802509250"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5066428743"],"corresponding_institution_ids":["https://openalex.org/I149704539"],"apc_list":null,"apc_paid":null,"fwci":0.3268,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.541526,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"2019","issue":null,"first_page":"6846","last_page":"6849"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10949","display_name":"Genetic Neurodegenerative Diseases","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular 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/T10949","display_name":"Genetic Neurodegenerative Diseases","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular 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/T11274","display_name":"Botulinum Toxin and Related Neurological Disorders","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T10085","display_name":"Parkinson's Disease Mechanisms and Treatments","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/ataxia","display_name":"Ataxia","score":0.7410922050476074},{"id":"https://openalex.org/keywords/index-finger","display_name":"Index finger","score":0.6569499969482422},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.6182432770729065},{"id":"https://openalex.org/keywords/upper-limb","display_name":"Upper limb","score":0.592802882194519},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.5212660431861877},{"id":"https://openalex.org/keywords/rating-scale","display_name":"Rating scale","score":0.5195558667182922},{"id":"https://openalex.org/keywords/cerebellar-ataxia","display_name":"Cerebellar ataxia","score":0.4662652611732483},{"id":"https://openalex.org/keywords/inertial-measurement-unit","display_name":"Inertial measurement unit","score":0.4525550603866577},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.36985570192337036},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.36202573776245117},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.3335140347480774},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.33269476890563965},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27738332748413086},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2706165015697479},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.12773483991622925},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.10373353958129883}],"concepts":[{"id":"https://openalex.org/C2780906641","wikidata":"https://www.wikidata.org/wiki/Q213373","display_name":"Ataxia","level":2,"score":0.7410922050476074},{"id":"https://openalex.org/C2777087348","wikidata":"https://www.wikidata.org/wiki/Q184848","display_name":"Index finger","level":2,"score":0.6569499969482422},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.6182432770729065},{"id":"https://openalex.org/C2776660947","wikidata":"https://www.wikidata.org/wiki/Q841423","display_name":"Upper limb","level":2,"score":0.592802882194519},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.5212660431861877},{"id":"https://openalex.org/C83849319","wikidata":"https://www.wikidata.org/wiki/Q7295720","display_name":"Rating scale","level":2,"score":0.5195558667182922},{"id":"https://openalex.org/C2780148635","wikidata":"https://www.wikidata.org/wiki/Q154709","display_name":"Cerebellar ataxia","level":3,"score":0.4662652611732483},{"id":"https://openalex.org/C79061980","wikidata":"https://www.wikidata.org/wiki/Q941680","display_name":"Inertial measurement unit","level":2,"score":0.4525550603866577},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.36985570192337036},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.36202573776245117},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.3335140347480774},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.33269476890563965},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27738332748413086},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2706165015697479},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.12773483991622925},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.10373353958129883},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000068079","descriptor_name":"Motor Disorders","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000068079","descriptor_name":"Motor Disorders","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000068079","descriptor_name":"Motor Disorders","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002524","descriptor_name":"Cerebellar Ataxia","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002524","descriptor_name":"Cerebellar Ataxia","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002524","descriptor_name":"Cerebellar Ataxia","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005385","descriptor_name":"Fingers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005385","descriptor_name":"Fingers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005385","descriptor_name":"Fingers","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":"D012720","descriptor_name":"Severity of Illness Index","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012720","descriptor_name":"Severity of Illness Index","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012720","descriptor_name":"Severity of Illness Index","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016002","descriptor_name":"Discriminant Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016002","descriptor_name":"Discriminant Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016002","descriptor_name":"Discriminant Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D034941","descriptor_name":"Upper Extremity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D034941","descriptor_name":"Upper Extremity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D034941","descriptor_name":"Upper Extremity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1109/embc.2019.8856330","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2019.8856330","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:31947413","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31947413","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},{"id":"pmh:oai:dro.deakin.edu.au:DU:30134852","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401102","display_name":"Own your potential (DEAKIN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},{"id":"pmh:oai:figshare.com:article/20719363","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Automated_Evaluation_of_Upper_Limb_Motor_Impairment_of_Patient_with_Cerebellar_Ataxia/20719363","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/20719363","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Automated_Evaluation_of_Upper_Limb_Motor_Impairment_of_Patient_with_Cerebellar_Ataxia/20719363","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"","raw_type":"Text"},"sustainable_development_goals":[{"score":0.6600000262260437,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1989094444","https://openalex.org/W2043749004","https://openalex.org/W2078630564","https://openalex.org/W2117257456","https://openalex.org/W2136518424","https://openalex.org/W2138398296","https://openalex.org/W2410707679","https://openalex.org/W2896617032","https://openalex.org/W2897459486","https://openalex.org/W2938366807"],"related_works":["https://openalex.org/W4293738682","https://openalex.org/W4226044296","https://openalex.org/W4383371739","https://openalex.org/W2187620060","https://openalex.org/W2977889816","https://openalex.org/W3217370556","https://openalex.org/W168561422","https://openalex.org/W2042265424","https://openalex.org/W2169075874","https://openalex.org/W1963889847"],"abstract_inverted_index":{"Upper":[0],"limb":[1,87],"impairment":[2],"with":[3,165,196],"various":[4],"symptoms":[5],"including":[6],"incoordination,":[7],"tremors":[8],"and":[9,31,51,75,119,149,203],"prolonged":[10],"motion":[11],"are":[12,42,53],"important":[13],"factors":[14],"of":[15,34,48,65,85,92,157,159,177,205,211],"motor":[16],"disturbance":[17],"in":[18,28,89,101,122,183],"Cerebellar":[19],"ataxia":[20,88],"(CA).":[21],"Accurate":[22],"assessment":[23,68,95,121],"is":[24],"a":[25,61,72,109,134,137,174,187],"key":[26],"element":[27],"the":[29,46,49,83,90,103,113,124,160,197,198,201],"diagnosis":[30],"progress":[32],"monitoring":[33],"conditions":[35],"such":[36,40],"as":[37],"CA.":[38,93],"Often":[39],"assessments":[41],"mostly":[43],"based":[44,208],"on":[45,112,133],"observations":[47],"clinicians":[50],"hence,":[52],"inherently":[54],"subjective.":[55],"In":[56],"this":[57],"paper,":[58],"we":[59],"propose":[60],"system":[62,142],"that":[63],"consists":[64],"two":[66,161],"automated":[67,98],"schemes":[69],"which":[70,102,123,169],"employ":[71],"depth":[73],"camera":[74],"an":[76,97,166],"inertial":[77],"measurement":[78,168],"unit":[79],"(IMU)":[80],"sensor":[81],"for":[82,145,200],"quantification":[84],"upper":[86],"treatment":[91],"The":[94,140,155],"includes":[96],"finger":[99,118,131],"chase":[100],"patients":[104,125,148,172],"were":[105,126],"asked":[106,127],"to":[107,128,173,185],"follow":[108],"target":[110],"point":[111],"screen":[114],"using":[115],"their":[116,130],"index":[117],"another":[120],"tap":[129],"continuously":[132],"surface":[135],"at":[136],"comfortable":[138],"rate.":[139],"overall":[141],"was":[143],"tested":[144],"44":[146],"CA":[147,171],"14":[150],"age":[151],"matched":[152],"healthy":[153],"individuals.":[154],"combination":[156],"features":[158],"tests":[162],"provided":[163],"us":[164],"objective":[167],"identifies":[170],"higher":[175],"degree":[176],"accuracy":[178],"(Quadratic":[179],"Discriminant":[180],"Analysis,":[181],"93.1%)":[182],"addition":[184],"providing":[186],"high":[188],"correlation":[189],"(r":[190],"=":[191],"0.8,":[192],"p":[193],"<;":[194],"0.001)":[195],"Scale":[199],"Assessment":[202],"Rating":[204],"Ataxia":[206],"(SARA)":[207],"severity":[209],"evaluation":[210],"patients.":[212]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
