{"id":"https://openalex.org/W3108290886","doi":"https://doi.org/10.1109/ccece47787.2020.9255672","title":"Parkinson's Tremor Onset Detection and Active Tremor Classification Using a Multilayer Perceptron","display_name":"Parkinson's Tremor Onset Detection and Active Tremor Classification Using a Multilayer Perceptron","publication_year":2020,"publication_date":"2020-08-30","ids":{"openalex":"https://openalex.org/W3108290886","doi":"https://doi.org/10.1109/ccece47787.2020.9255672","mag":"3108290886"},"language":"en","primary_location":{"id":"doi:10.1109/ccece47787.2020.9255672","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccece47787.2020.9255672","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)","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/A5073843430","display_name":"Anas Ibrahim","orcid":"https://orcid.org/0000-0001-6278-2165"},"institutions":[{"id":"https://openalex.org/I4210120704","display_name":"Institute of Neurological Sciences","ror":"https://ror.org/01yg57d71","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210120704","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Anas Ibrahim","raw_affiliation_strings":["Clinical Neurological Sciences"],"affiliations":[{"raw_affiliation_string":"Clinical Neurological Sciences","institution_ids":["https://openalex.org/I4210120704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034722146","display_name":"Yue Zhou","orcid":"https://orcid.org/0000-0002-8624-8730"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yue Zhou","raw_affiliation_strings":["School of Biomedical Engineering, Clinical Neurological Sciences"],"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Clinical Neurological Sciences","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038715480","display_name":"Mary E. Jenkins","orcid":"https://orcid.org/0000-0003-3368-5731"},"institutions":[{"id":"https://openalex.org/I4210110494","display_name":"Centre for Movement Disorders","ror":"https://ror.org/019hmfn94","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I4210110494"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mary E. Jenkins","raw_affiliation_strings":["Movement Disorders Program, Clinical Neurological Sciences"],"affiliations":[{"raw_affiliation_string":"Movement Disorders Program, Clinical Neurological Sciences","institution_ids":["https://openalex.org/I4210110494"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039782206","display_name":"Michael D. Naish","orcid":"https://orcid.org/0000-0001-7603-7182"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Michael D. Naish","raw_affiliation_strings":["","School of Biomedical Engineering","Western University"],"affiliations":[{"raw_affiliation_string":"","institution_ids":[]},{"raw_affiliation_string":"School of Biomedical Engineering","institution_ids":[]},{"raw_affiliation_string":"Western University","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003665590","display_name":"Ana Luisa Trejos","orcid":"https://orcid.org/0000-0002-3616-2891"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ana Luisa Trejos","raw_affiliation_strings":["","School of Biomedical Engineering"],"affiliations":[{"raw_affiliation_string":"","institution_ids":[]},{"raw_affiliation_string":"School of Biomedical Engineering","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5073843430"],"corresponding_institution_ids":["https://openalex.org/I4210120704"],"apc_list":null,"apc_paid":null,"fwci":0.3594,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.65771137,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10919","display_name":"Neurological disorders and treatments","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10919","display_name":"Neurological disorders and treatments","score":1.0,"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":0.9959999918937683,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9959999918937683,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/essential-tremor","display_name":"Essential tremor","score":0.7864662408828735},{"id":"https://openalex.org/keywords/index-finger","display_name":"Index finger","score":0.546589732170105},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5384995341300964},{"id":"https://openalex.org/keywords/resting-tremor","display_name":"Resting tremor","score":0.48198479413986206},{"id":"https://openalex.org/keywords/thumb","display_name":"Thumb","score":0.4812593162059784},{"id":"https://openalex.org/keywords/wrist","display_name":"Wrist","score":0.43356406688690186},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4311802089214325},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.4308066964149475},{"id":"https://openalex.org/keywords/finger-tapping","display_name":"Finger tapping","score":0.42270803451538086},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.42087480425834656},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3775709271430969},{"id":"https://openalex.org/keywords/parkinsons-disease","display_name":"Parkinson's disease","score":0.34069231152534485},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.3030964732170105},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1634407639503479},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.10882055759429932},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.0798262357711792}],"concepts":[{"id":"https://openalex.org/C2780112193","wikidata":"https://www.wikidata.org/wiki/Q693519","display_name":"Essential tremor","level":2,"score":0.7864662408828735},{"id":"https://openalex.org/C2777087348","wikidata":"https://www.wikidata.org/wiki/Q184848","display_name":"Index finger","level":2,"score":0.546589732170105},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5384995341300964},{"id":"https://openalex.org/C2911210631","wikidata":"https://www.wikidata.org/wiki/Q223907","display_name":"Resting tremor","level":4,"score":0.48198479413986206},{"id":"https://openalex.org/C2776881184","wikidata":"https://www.wikidata.org/wiki/Q83360","display_name":"Thumb","level":2,"score":0.4812593162059784},{"id":"https://openalex.org/C2778216619","wikidata":"https://www.wikidata.org/wiki/Q185706","display_name":"Wrist","level":2,"score":0.43356406688690186},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4311802089214325},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.4308066964149475},{"id":"https://openalex.org/C2992114214","wikidata":"https://www.wikidata.org/wiki/Q7684805","display_name":"Finger tapping","level":2,"score":0.42270803451538086},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.42087480425834656},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3775709271430969},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.34069231152534485},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.3030964732170105},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1634407639503479},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.10882055759429932},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.0798262357711792},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ccece47787.2020.9255672","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccece47787.2020.9255672","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)","raw_type":"proceedings-article"},{"id":"pmh:oai:ir.lib.uwo.ca:mechanicalpub-1028","is_oa":false,"landing_page_url":"https://ir.lib.uwo.ca/mechanicalpub/26","pdf_url":null,"source":{"id":"https://openalex.org/S4306400648","display_name":"Scholarship@Western (Western University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I125749732","host_organization_name":"Western University","host_organization_lineage":["https://openalex.org/I125749732"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Mechanical and Materials Engineering Publications","raw_type":"conference"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334506","display_name":"Canadian Institutes of Health Research","ror":"https://ror.org/01gavpb45"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W46659105","https://openalex.org/W397076878","https://openalex.org/W1766888123","https://openalex.org/W1971961039","https://openalex.org/W2088202114","https://openalex.org/W2094646147","https://openalex.org/W2143908786","https://openalex.org/W2171533361","https://openalex.org/W2586981407","https://openalex.org/W2777380340","https://openalex.org/W2883932938","https://openalex.org/W2897337048","https://openalex.org/W2919115771","https://openalex.org/W2962975664","https://openalex.org/W3206219585","https://openalex.org/W4245706217","https://openalex.org/W4255143522","https://openalex.org/W6602002561"],"related_works":["https://openalex.org/W2006962460","https://openalex.org/W2407676817","https://openalex.org/W1979544949","https://openalex.org/W1982664640","https://openalex.org/W2000483978","https://openalex.org/W2973484462","https://openalex.org/W2158695924","https://openalex.org/W51246064","https://openalex.org/W1983483138","https://openalex.org/W2410354706"],"abstract_inverted_index":{"The":[0,38,128],"study":[1],"of":[2,7,122,134],"the":[3,34,111,116,123,152],"characteristics":[4],"and":[5,33,72,98,109,118,126,138,142],"behaviour":[6],"tremor":[8,29,36,43,47,53,76,81,107,113,140],"for":[9,161],"people":[10],"suffering":[11],"from":[12,100],"Parkinson's":[13],"disease":[14],"(PD)":[15],"is":[16,61,70,82,84,92],"an":[17,132],"important":[18],"first":[19],"step":[20],"in":[21,63,115,136],"developing":[22],"a":[23,66,89,147],"new":[24,67,90],"method":[25,68],"to":[26,41,46,78,105,154],"predict":[27,79,106],"future":[28],"signals,":[30],"their":[31],"onset":[32,108],"active":[35,83,112],"instances.":[37],"current":[39],"approaches":[40],"detect":[42],"are":[44],"limited":[45],"estimators":[48],"that":[49,60,69,73,150],"rely":[50],"on":[51,56],"simple":[52],"models,":[54],"or":[55],"deep":[57],"brain":[58],"probing":[59],"invasive":[62],"nature.":[64],"Thus,":[65],"noninvasive":[71],"can":[74,144],"capture":[75],"complexity":[77],"when":[80],"needed.":[85],"In":[86],"this":[87],"work,":[88],"approach":[91],"presented":[93],"using":[94],"neural":[95],"networks":[96],"(NNs)":[97],"data":[99],"inertial":[101],"measurement":[102],"units":[103],"(IMUs)":[104],"classify":[110],"instances":[114],"wrist":[117],"metacarpophalangeal":[119],"(MCP)":[120],"joints":[121],"index":[124],"finger":[125],"thumb.":[127],"developed":[129],"model":[130],"showed":[131],"accuracy":[133],"92.9%":[135],"predicting":[137],"detecting":[139],"onset,":[141],"therefore":[143],"be":[145,155],"considered":[146],"reliable":[148],"tool":[149],"has":[151],"potential":[153],"integrated":[156],"with":[157],"wearable":[158],"assistive":[159],"devices":[160],"suppressing":[162],"tremor.":[163]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}