{"id":"https://openalex.org/W2743613298","doi":"https://doi.org/10.4018/joeuc.2017100105","title":"A Methodical Healthcare Model to Eliminate Motion Artifacts from Big EEG Data","display_name":"A Methodical Healthcare Model to Eliminate Motion Artifacts from Big EEG Data","publication_year":2017,"publication_date":"2017-08-04","ids":{"openalex":"https://openalex.org/W2743613298","doi":"https://doi.org/10.4018/joeuc.2017100105","mag":"2743613298"},"language":"en","primary_location":{"id":"doi:10.4018/joeuc.2017100105","is_oa":false,"landing_page_url":"https://doi.org/10.4018/joeuc.2017100105","pdf_url":null,"source":{"id":"https://openalex.org/S80285584","display_name":"Journal of Organizational and End User Computing","issn_l":"1546-2234","issn":["1546-2234","1546-5012"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Organizational and End User Computing","raw_type":"journal-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/A5019132432","display_name":"Vandana Roy","orcid":"https://orcid.org/0000-0002-9819-7950"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vandana Roy","raw_affiliation_strings":["Research Scholar, Jabalpur Engineering College, Jabalpur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Scholar, Jabalpur Engineering College, Jabalpur, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109192402","display_name":"Shailja Shukla","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shailja Shukla","raw_affiliation_strings":["Department of Computer Science, Jabalpur Engineering College, Jabalpur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Jabalpur Engineering College, Jabalpur, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.133,"has_fulltext":false,"cited_by_count":59,"citation_normalized_percentile":{"value":0.48624694,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"29","issue":"4","first_page":"84","last_page":"102"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9986000061035156,"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":0.9986000061035156,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/computer-science","display_name":"Computer science","score":0.7877733707427979},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.730540931224823},{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.7205178737640381},{"id":"https://openalex.org/keywords/hilbert\u2013huang-transform","display_name":"Hilbert\u2013Huang transform","score":0.6503015756607056},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6047695875167847},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.5695236921310425},{"id":"https://openalex.org/keywords/randomness","display_name":"Randomness","score":0.4850706160068512},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.48041844367980957},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4671795964241028},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.43805965781211853},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.2967844307422638},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10515528917312622},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07836869359016418}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7877733707427979},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.730540931224823},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.7205178737640381},{"id":"https://openalex.org/C25570617","wikidata":"https://www.wikidata.org/wiki/Q1006462","display_name":"Hilbert\u2013Huang transform","level":3,"score":0.6503015756607056},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6047695875167847},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.5695236921310425},{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.4850706160068512},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.48041844367980957},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4671795964241028},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.43805965781211853},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2967844307422638},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10515528917312622},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07836869359016418},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","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":[],"locations_count":1,"locations":[{"id":"doi:10.4018/joeuc.2017100105","is_oa":false,"landing_page_url":"https://doi.org/10.4018/joeuc.2017100105","pdf_url":null,"source":{"id":"https://openalex.org/S80285584","display_name":"Journal of Organizational and End User Computing","issn_l":"1546-2234","issn":["1546-2234","1546-5012"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Organizational and End User Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W26087802","https://openalex.org/W1516348707","https://openalex.org/W1663469795","https://openalex.org/W1781897678","https://openalex.org/W1970139588","https://openalex.org/W1971981854","https://openalex.org/W1980218116","https://openalex.org/W2007808090","https://openalex.org/W2013294521","https://openalex.org/W2114393554","https://openalex.org/W2116871167","https://openalex.org/W2120390927","https://openalex.org/W2137406871","https://openalex.org/W2139158168","https://openalex.org/W2145444715","https://openalex.org/W2148191774","https://openalex.org/W2174365276","https://openalex.org/W2286261512"],"related_works":["https://openalex.org/W3124437552","https://openalex.org/W3011201337","https://openalex.org/W4283751077","https://openalex.org/W2568243626","https://openalex.org/W2541950815","https://openalex.org/W2142025274","https://openalex.org/W2399116914","https://openalex.org/W2595891672","https://openalex.org/W2320736787","https://openalex.org/W3133304636"],"abstract_inverted_index":{"The":[0,25],"Big":[1],"data":[2],"as":[3,123],"Electroencephalography":[4],"(EEG)":[5],"can":[6],"induce":[7],"by":[8],"artifacts":[9,38,59,95],"during":[10],"acquisition":[11],"process":[12],"which":[13],"will":[14],"obstruct":[15],"the":[16,23,88,116],"features":[17],"and":[18,31,35,65,78,90,112],"quality":[19],"of":[20,37],"interest":[21],"in":[22,129],"signal.":[24],"healthcare":[26],"diagnostic":[27],"procedures":[28],"need":[29],"strong":[30],"viable":[32],"biomedical":[33],"signals":[34],"elimination":[36],"from":[39,96],"EEG":[40,56,97],"is":[41,51,84,119],"important.":[42],"In":[43],"this":[44],"research":[45],"paper,":[46],"an":[47],"improved":[48],"ensemble":[49],"approach":[50],"proposed":[52,117],"for":[53,121],"single":[54],"channel":[55],"signal":[57],"motion":[58,94],"removal.":[60],"Ensemble":[61],"Empirical":[62],"Mode":[63],"Decomposition":[64],"Canonical":[66],"Correlation":[67],"Analysis":[68],"(EEMD-CCA)":[69],"filter":[70,101],"combination":[71,102],"are":[72],"applied":[73,85],"to":[74,86,93,126],"remove":[75,87],"artifact":[76,109],"effectively":[77],"further":[79],"Stationary":[80],"Wavelet":[81],"Transform":[82],"(SWT)":[83],"randomness":[89],"unpredictability":[91],"due":[92],"signals.":[98],"This":[99],"new":[100],"technique":[103],"was":[104],"tested":[105],"against":[106],"currently":[107,128],"available":[108],"removal":[110],"techniques":[111],"results":[113],"indicate":[114],"that":[115],"algorithm":[118],"suitable":[120],"use":[122],"a":[124],"supplement":[125],"algorithms":[127],"use.":[130]},"counts_by_year":[{"year":2025,"cited_by_count":53},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}