{"id":"https://openalex.org/W2538314104","doi":"https://doi.org/10.1109/iccsce.2015.7482196","title":"Wearable multimodal sensors for evaluation of patients with Parkinson disease","display_name":"Wearable multimodal sensors for evaluation of patients with Parkinson disease","publication_year":2015,"publication_date":"2015-11-01","ids":{"openalex":"https://openalex.org/W2538314104","doi":"https://doi.org/10.1109/iccsce.2015.7482196","mag":"2538314104"},"language":"en","primary_location":{"id":"doi:10.1109/iccsce.2015.7482196","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccsce.2015.7482196","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Control System, Computing and Engineering (ICCSCE)","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/A5061037231","display_name":"Qi Wei Oung","orcid":"https://orcid.org/0000-0001-8486-3513"},"institutions":[{"id":"https://openalex.org/I65079550","display_name":"Universiti Malaysia Perlis","ror":"https://ror.org/00xmkb790","country_code":"MY","type":"education","lineage":["https://openalex.org/I65079550"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Q.W. Oung","raw_affiliation_strings":["School of Mechatronic Engineering, Universiti Malaysia Perlis (UniMAP), Arau, Perlis, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Mechatronic Engineering, Universiti Malaysia Perlis (UniMAP), Arau, Perlis, Malaysia","institution_ids":["https://openalex.org/I65079550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061968330","display_name":"M. Hariharan","orcid":"https://orcid.org/0000-0002-8929-3473"},"institutions":[{"id":"https://openalex.org/I65079550","display_name":"Universiti Malaysia Perlis","ror":"https://ror.org/00xmkb790","country_code":"MY","type":"education","lineage":["https://openalex.org/I65079550"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"M. Hariharan","raw_affiliation_strings":["School of Mechatronic Engineering, Universiti Malaysia Perlis (UniMAP), Arau, Perlis, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Mechatronic Engineering, Universiti Malaysia Perlis (UniMAP), Arau, Perlis, Malaysia","institution_ids":["https://openalex.org/I65079550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068971782","display_name":"Hoileong Lee","orcid":"https://orcid.org/0000-0002-4984-2183"},"institutions":[{"id":"https://openalex.org/I65079550","display_name":"Universiti Malaysia Perlis","ror":"https://ror.org/00xmkb790","country_code":"MY","type":"education","lineage":["https://openalex.org/I65079550"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"H.L. Lee","raw_affiliation_strings":["School of Mechatronic Engineering, Universiti Malaysia Perlis (UniMAP), Arau, Perlis, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Mechatronic Engineering, Universiti Malaysia Perlis (UniMAP), Arau, Perlis, Malaysia","institution_ids":["https://openalex.org/I65079550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061197761","display_name":"Shafriza Nisha Basah","orcid":"https://orcid.org/0000-0003-0396-4262"},"institutions":[{"id":"https://openalex.org/I65079550","display_name":"Universiti Malaysia Perlis","ror":"https://ror.org/00xmkb790","country_code":"MY","type":"education","lineage":["https://openalex.org/I65079550"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"S.N. Basah","raw_affiliation_strings":["School of Mechatronic Engineering, Universiti Malaysia Perlis (UniMAP), Arau, Perlis, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Mechatronic Engineering, Universiti Malaysia Perlis (UniMAP), Arau, Perlis, Malaysia","institution_ids":["https://openalex.org/I65079550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041730980","display_name":"Mohamed Sarillee","orcid":null},"institutions":[{"id":"https://openalex.org/I65079550","display_name":"Universiti Malaysia Perlis","ror":"https://ror.org/00xmkb790","country_code":"MY","type":"education","lineage":["https://openalex.org/I65079550"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"M. Sarillee","raw_affiliation_strings":["School of Mechatronic Engineering, Universiti Malaysia Perlis (UniMAP), Arau, Perlis, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Mechatronic Engineering, Universiti Malaysia Perlis (UniMAP), Arau, Perlis, Malaysia","institution_ids":["https://openalex.org/I65079550"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008806671","display_name":"C.H. Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I65079550","display_name":"Universiti Malaysia Perlis","ror":"https://ror.org/00xmkb790","country_code":"MY","type":"education","lineage":["https://openalex.org/I65079550"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"C.H. Lee","raw_affiliation_strings":["School of Mechatronic Engineering, Universiti Malaysia Perlis (UniMAP), Arau, Perlis, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Mechatronic Engineering, Universiti Malaysia Perlis (UniMAP), Arau, Perlis, Malaysia","institution_ids":["https://openalex.org/I65079550"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5061037231"],"corresponding_institution_ids":["https://openalex.org/I65079550"],"apc_list":null,"apc_paid":null,"fwci":1.7043,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.84567398,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"269","last_page":"274"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10085","display_name":"Parkinson's Disease Mechanisms and Treatments","score":0.9980000257492065,"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/T10085","display_name":"Parkinson's Disease Mechanisms and Treatments","score":0.9980000257492065,"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/T10338","display_name":"Advanced Sensor and Energy Harvesting Materials","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10863","display_name":"Voice and Speech Disorders","score":0.9524999856948853,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/wearable-computer","display_name":"Wearable computer","score":0.849764347076416},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.7963894605636597},{"id":"https://openalex.org/keywords/parkinsons-disease","display_name":"Parkinson's disease","score":0.6435178518295288},{"id":"https://openalex.org/keywords/gyroscope","display_name":"Gyroscope","score":0.6430066823959351},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.6173860430717468},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5349164605140686},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4515503942966461},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4269353747367859},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.4193260669708252},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3630269765853882},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3577033579349518},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34939444065093994},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2208307683467865},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.19163697957992554},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.09674176573753357}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.849764347076416},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.7963894605636597},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.6435178518295288},{"id":"https://openalex.org/C158488048","wikidata":"https://www.wikidata.org/wiki/Q483400","display_name":"Gyroscope","level":2,"score":0.6430066823959351},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.6173860430717468},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5349164605140686},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4515503942966461},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4269353747367859},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.4193260669708252},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3630269765853882},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3577033579349518},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34939444065093994},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2208307683467865},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.19163697957992554},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.09674176573753357},{"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/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccsce.2015.7482196","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccsce.2015.7482196","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Control System, Computing and Engineering (ICCSCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W37005","https://openalex.org/W134203394","https://openalex.org/W1232458005","https://openalex.org/W1494220619","https://openalex.org/W1605883445","https://openalex.org/W1964168965","https://openalex.org/W1982948624","https://openalex.org/W1993482042","https://openalex.org/W1995313808","https://openalex.org/W1999866622","https://openalex.org/W2008053129","https://openalex.org/W2010206955","https://openalex.org/W2013713870","https://openalex.org/W2020457416","https://openalex.org/W2032802664","https://openalex.org/W2058938420","https://openalex.org/W2077511699","https://openalex.org/W2097651797","https://openalex.org/W2103151433","https://openalex.org/W2114808721","https://openalex.org/W2126123617","https://openalex.org/W2126401818","https://openalex.org/W2128892560","https://openalex.org/W2131368080","https://openalex.org/W2134886133","https://openalex.org/W2138239311","https://openalex.org/W2141751111","https://openalex.org/W2144685889","https://openalex.org/W2145606180","https://openalex.org/W2145954079","https://openalex.org/W2186314705","https://openalex.org/W2321409658","https://openalex.org/W2412536858","https://openalex.org/W4239393784","https://openalex.org/W4285719527","https://openalex.org/W6636042716","https://openalex.org/W6686415482","https://openalex.org/W6715366502"],"related_works":["https://openalex.org/W2356006086","https://openalex.org/W1973973903","https://openalex.org/W2545168295","https://openalex.org/W4234814094","https://openalex.org/W2365897603","https://openalex.org/W2156308897","https://openalex.org/W2361871310","https://openalex.org/W2417246878","https://openalex.org/W1982154684","https://openalex.org/W2404620998"],"abstract_inverted_index":{"For":[0],"a":[1,76,120],"population":[2],"that":[3,123,223],"is":[4,15,47,63],"moving":[5],"towards":[6],"an":[7],"elderly":[8],"stage":[9],"of":[10,58,72,78,99,104,116,131,146,207,245],"development,":[11],"Parkinson's":[12],"disease":[13],"(PD)":[14],"characterized":[16,187],"in":[17,29,55,91,231],"the":[18,22,30,41,53,56,64,70,88,97,102,114,125,161,195,208,224],"second":[19],"place":[20],"for":[21,69,155,174],"most":[23],"common":[24],"chronic":[25],"progressive":[26],"neurodegenerative":[27],"illness":[28],"world":[31],"after":[32],"Alzheimer's":[33],"disease,":[34],"which":[35],"regularly":[36],"affects":[37],"older":[38],"generation.":[39],"In":[40,158,218],"next":[42],"30":[43],"years,":[44],"this":[45,156,159],"amount":[46],"estimated":[48],"to":[49,52,84,127],"double":[50],"due":[51],"increase":[54],"number":[57],"ageing":[59],"people,":[60],"as":[61,81,119],"age":[62],"leading":[65],"key":[66],"risk":[67],"feature":[68],"start":[71],"PD.":[73,86],"There":[74],"are":[75,163],"variety":[77],"medications,":[79],"such":[80],"levodopa":[82],"available":[83],"treat":[85],"With":[87],"latest":[89],"advancement":[90],"healthcare":[92],"technology,":[93],"current":[94],"researches":[95],"permit":[96],"monitoring":[98],"PD":[100,132,147],"with":[101,177,237],"application":[103,115],"wearable":[105,117,150,168],"sensor":[106,136],"technology.":[107],"From":[108],"previous":[109],"studies,":[110],"researchers":[111],"have":[112],"realized":[113],"sensors":[118,139,169],"useful":[121],"tool":[122],"had":[124,229],"capability":[126],"differentiate":[128],"various":[129],"types":[130],"symptoms":[133],"using":[134,165],"uni-modal":[135],"or":[137],"bi-modal":[138],"(accelerometer":[140],"and":[141,172,198,202,243],"gyroscope).":[142],"Therefore,":[143],"early":[144],"diagnosis":[145],"through":[148,214],"multimodal":[149],"technology":[151],"can":[152],"be":[153],"considered":[154],"aim.":[157],"paper,":[160],"data":[162],"collected":[164],"on-body":[166],"triaxial":[167],"(accelerometer,":[170],"gyroscope":[171],"magnetometer)":[173],"classifying":[175],"people":[176],"Parkinson":[178],"(PWP)":[179],"from":[180,234],"healthy":[181,235],"controls.":[182],"The":[183,205],"system":[184],"performance":[185,216],"was":[186],"based":[188],"on":[189],"10-fold":[190],"cross":[191],"validation":[192],"method,":[193],"applying":[194],"proposed":[196,209,225],"time":[197],"frequency":[199],"domain":[200],"features":[201],"classification":[203],"algorithms.":[204],"strength":[206],"method":[210],"has":[211],"been":[212],"evaluated":[213],"several":[215],"measures.":[217],"summary,":[219],"these":[220],"results":[221],"show":[222],"machine":[226],"learning":[227],"techniques":[228],"ability":[230],"differentiating":[232],"PWP":[233],"controls":[236],"highest":[238],"average":[239],"accuracy,":[240],"sensitivity,":[241],"specificity":[242],"ROC":[244],"above":[246],"88%.":[247]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
