{"id":"https://openalex.org/W1622369962","doi":"https://doi.org/10.1109/indin.2015.7281952","title":"Detecting Parkinson's diseases via the characteristics of the intrinsic mode functions of filtered electromyograms","display_name":"Detecting Parkinson's diseases via the characteristics of the intrinsic mode functions of filtered electromyograms","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W1622369962","doi":"https://doi.org/10.1109/indin.2015.7281952","mag":"1622369962"},"language":"en","primary_location":{"id":"doi:10.1109/indin.2015.7281952","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin.2015.7281952","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 13th International Conference on Industrial Informatics (INDIN)","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/A5036776646","display_name":"Yizhong Dai","orcid":null},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]},{"id":"https://openalex.org/I4210090512","display_name":"Guangzhou Experimental Station","ror":"https://ror.org/00f2c2516","country_code":"CN","type":"facility","lineage":["https://openalex.org/I107851509","https://openalex.org/I4210090512","https://openalex.org/I4210127390","https://openalex.org/I4210151987"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yizhong Dai","raw_affiliation_strings":["School of Info. Eng., G.D.U.T, Guangzhou, China","School of Info. Eng., G.D.U.T., Guangzhou, 510006, China"],"affiliations":[{"raw_affiliation_string":"School of Info. Eng., G.D.U.T, Guangzhou, China","institution_ids":["https://openalex.org/I4210090512"]},{"raw_affiliation_string":"School of Info. Eng., G.D.U.T., Guangzhou, 510006, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056184776","display_name":"Weichao Kuang","orcid":"https://orcid.org/0000-0003-4246-9280"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]},{"id":"https://openalex.org/I4210090512","display_name":"Guangzhou Experimental Station","ror":"https://ror.org/00f2c2516","country_code":"CN","type":"facility","lineage":["https://openalex.org/I107851509","https://openalex.org/I4210090512","https://openalex.org/I4210127390","https://openalex.org/I4210151987"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weichao Kuang","raw_affiliation_strings":["School of Info. Eng., G.D.U.T, Guangzhou, China","School of Info. Eng., G.D.U.T., Guangzhou, 510006, China"],"affiliations":[{"raw_affiliation_string":"School of Info. Eng., G.D.U.T, Guangzhou, China","institution_ids":["https://openalex.org/I4210090512"]},{"raw_affiliation_string":"School of Info. Eng., G.D.U.T., Guangzhou, 510006, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114138963","display_name":"Bingo Wing\u2010Kuen Ling","orcid":"https://orcid.org/0000-0002-0633-7224"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bingo W. K. Ling","raw_affiliation_strings":["School of Info. Eng., G.D.U.T., Guangzhou, 510006, China"],"affiliations":[{"raw_affiliation_string":"School of Info. Eng., G.D.U.T., Guangzhou, 510006, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064465418","display_name":"Zhijing Yang","orcid":"https://orcid.org/0000-0001-8336-5109"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]},{"id":"https://openalex.org/I4210090512","display_name":"Guangzhou Experimental Station","ror":"https://ror.org/00f2c2516","country_code":"CN","type":"facility","lineage":["https://openalex.org/I107851509","https://openalex.org/I4210090512","https://openalex.org/I4210127390","https://openalex.org/I4210151987"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhijing Yang","raw_affiliation_strings":["School of Info. Eng., G.D.U.T, Guangzhou, China","School of Info. Eng., G.D.U.T., Guangzhou, 510006, China"],"affiliations":[{"raw_affiliation_string":"School of Info. Eng., G.D.U.T, Guangzhou, China","institution_ids":["https://openalex.org/I4210090512"]},{"raw_affiliation_string":"School of Info. Eng., G.D.U.T., Guangzhou, 510006, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037894365","display_name":"Kim Fung Tsang","orcid":"https://orcid.org/0000-0002-8332-227X"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Kim-Fung Tsang","raw_affiliation_strings":["Dept. of Electronic Eng., City University of H. K, Hong Kong, China","Dept. of Electronic Eng., City University of H. K., Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"Dept. of Electronic Eng., City University of H. K, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"Dept. of Electronic Eng., City University of H. K., Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Haoran Chi","orcid":null},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Haoran Chi","raw_affiliation_strings":["Dept. of Electronic Eng., City University of H. K, Hong Kong, China","Dept. of Electronic Eng., City University of H. K., Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"Dept. of Electronic Eng., City University of H. K, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"Dept. of Electronic Eng., City University of H. K., Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037856476","display_name":"Chung-Kit Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Chung-Kit Wu","raw_affiliation_strings":["Dept. of Electronic Eng., City University of H. K, Hong Kong, China","Dept. of Electronic Eng., City University of H. K., Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"Dept. of Electronic Eng., City University of H. K, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"Dept. of Electronic Eng., City University of H. K., Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100679597","display_name":"Henry Shu-Hung Chung","orcid":"https://orcid.org/0000-0003-4890-8256"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Henry Shu-Hung Chung","raw_affiliation_strings":["Dept. of Electronic Eng., City University of H. K., Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"Dept. of Electronic Eng., City University of H. K., Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088746380","display_name":"Gerhard P. Hancke","orcid":"https://orcid.org/0000-0002-4026-687X"},"institutions":[{"id":"https://openalex.org/I69552723","display_name":"University of Pretoria","ror":"https://ror.org/00g0p6g84","country_code":"ZA","type":"education","lineage":["https://openalex.org/I69552723"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Gerhard P. Hancke","raw_affiliation_strings":["University of Pretoria, Pretoria, ZA","Dept. of Electrical, Electronic & Comp. Eng., University of Pretoria., Pretoria, South Africa"],"affiliations":[{"raw_affiliation_string":"University of Pretoria, Pretoria, ZA","institution_ids":["https://openalex.org/I69552723"]},{"raw_affiliation_string":"Dept. of Electrical, Electronic & Comp. Eng., University of Pretoria., Pretoria, South Africa","institution_ids":["https://openalex.org/I69552723"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5036776646"],"corresponding_institution_ids":["https://openalex.org/I37987034","https://openalex.org/I4210090512"],"apc_list":null,"apc_paid":null,"fwci":0.165,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.51644026,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"40","issue":null,"first_page":"1484","last_page":"1487"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9933000206947327,"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":0.9933000206947327,"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.9921000003814697,"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/T10085","display_name":"Parkinson's Disease Mechanisms and Treatments","score":0.9833999872207642,"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/hilbert\u2013huang-transform","display_name":"Hilbert\u2013Huang transform","score":0.7795518636703491},{"id":"https://openalex.org/keywords/maxima-and-minima","display_name":"Maxima and minima","score":0.577098548412323},{"id":"https://openalex.org/keywords/band-pass-filter","display_name":"Band-pass filter","score":0.5589813590049744},{"id":"https://openalex.org/keywords/cutoff","display_name":"Cutoff","score":0.5499871373176575},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.5158588290214539},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5134947896003723},{"id":"https://openalex.org/keywords/separable-space","display_name":"Separable space","score":0.44639667868614197},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.41917282342910767},{"id":"https://openalex.org/keywords/impulse-response","display_name":"Impulse response","score":0.41760221123695374},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3696841299533844},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3366529941558838},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3258194327354431},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32204627990722656},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.21031755208969116},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19593101739883423},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.1735476851463318},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1454557180404663},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.09977850317955017},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.08340677618980408}],"concepts":[{"id":"https://openalex.org/C25570617","wikidata":"https://www.wikidata.org/wiki/Q1006462","display_name":"Hilbert\u2013Huang transform","level":3,"score":0.7795518636703491},{"id":"https://openalex.org/C186633575","wikidata":"https://www.wikidata.org/wiki/Q845060","display_name":"Maxima and minima","level":2,"score":0.577098548412323},{"id":"https://openalex.org/C147788027","wikidata":"https://www.wikidata.org/wiki/Q2718101","display_name":"Band-pass filter","level":2,"score":0.5589813590049744},{"id":"https://openalex.org/C2778217198","wikidata":"https://www.wikidata.org/wiki/Q556977","display_name":"Cutoff","level":2,"score":0.5499871373176575},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.5158588290214539},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5134947896003723},{"id":"https://openalex.org/C70710897","wikidata":"https://www.wikidata.org/wiki/Q680081","display_name":"Separable space","level":2,"score":0.44639667868614197},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.41917282342910767},{"id":"https://openalex.org/C72279823","wikidata":"https://www.wikidata.org/wiki/Q1139726","display_name":"Impulse response","level":2,"score":0.41760221123695374},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3696841299533844},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3366529941558838},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3258194327354431},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32204627990722656},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.21031755208969116},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19593101739883423},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.1735476851463318},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1454557180404663},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.09977850317955017},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.08340677618980408},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/indin.2015.7281952","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin.2015.7281952","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 13th International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W1972267441","https://openalex.org/W2112568793","https://openalex.org/W2164231801","https://openalex.org/W2169721303"],"related_works":["https://openalex.org/W3014107421","https://openalex.org/W2363056446","https://openalex.org/W2081563414","https://openalex.org/W2359718298","https://openalex.org/W2377062149","https://openalex.org/W2380939102","https://openalex.org/W154554909","https://openalex.org/W2072581623","https://openalex.org/W2011248322","https://openalex.org/W2329112433"],"abstract_inverted_index":{"This":[0,156],"paper":[1],"proposes":[2],"a":[3,97,116,128,146,171],"novel":[4],"method":[5,142,175],"for":[6,80,103,135,151],"detecting":[7,81,136,152],"the":[8,13,21,53,56,60,63,78,82,91,104,107,111,137,153,159,180],"Parkinson's":[9,83,108,138,154],"diseases":[10],"via":[11,115],"applying":[12],"empirical":[14,122],"mode":[15,49,65,123],"decomposition":[16,124],"to":[17,120,144,164],"filtered":[18,42,69],"electromyograms.":[19],"First,":[20],"electromyograms":[22],"are":[23,71,75,93],"processed":[24],"by":[25],"different":[26,35],"linear":[27],"phase":[28],"finite":[29],"impulse":[30],"response":[31],"bandpass":[32],"filters":[33,163],"with":[34],"pairs":[36],"of":[37,59,62,67,106,131,149,162],"cutoff":[38],"frequencies.":[39],"Second,":[40],"each":[41,68],"electromyogram":[43,70],"is":[44,113,133,157,167,176],"decomposed":[45],"into":[46],"several":[47],"intrinsic":[48,64],"functions.":[50],"Third,":[51],"both":[52],"entropies":[54],"and":[55,73],"total":[57,160],"numbers":[58],"extrema":[61],"functions":[66],"computed":[72],"they":[74],"used":[76],"as":[77],"features":[79,92,132,150],"diseases.":[84,109,155],"Computer":[85],"numerical":[86],"simulation":[87],"results":[88],"show":[89],"that":[90],"linearly":[94],"separable.":[95],"Hence,":[96],"simple":[98],"perceptron":[99],"can":[100],"be":[101,165],"employed":[102,134,166],"detection":[105],"Finally,":[110],"algorithm":[112],"implemented":[114],"mobile":[117],"application.":[118],"Compared":[119],"conventional":[121],"approaches":[125],"in":[126],"which":[127],"predefined":[129],"number":[130,148,161],"diseases,":[139],"our":[140,173],"proposed":[141,174],"allows":[143],"use":[145],"flexible":[147,178],"because":[158],"very":[168],"flexible.":[169],"As":[170],"result,":[172],"more":[177],"than":[179],"existing":[181],"methods.":[182]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-03-25T23:56:10.502304","created_date":"2025-10-10T00:00:00"}