{"id":"https://openalex.org/W2898937407","doi":"https://doi.org/10.1109/embc.2018.8512467","title":"Removal of Electrocardiogram Interference from Diaphragmatic Electromyogram Signals using Sliding Singular Spectrum Analysis","display_name":"Removal of Electrocardiogram Interference from Diaphragmatic Electromyogram Signals using Sliding Singular Spectrum Analysis","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2898937407","doi":"https://doi.org/10.1109/embc.2018.8512467","mag":"2898937407","pmid":"https://pubmed.ncbi.nlm.nih.gov/30440614"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2018.8512467","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2018.8512467","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 40th 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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113689342","display_name":"Muzammil Saeed","orcid":null},"institutions":[{"id":"https://openalex.org/I4210160447","display_name":"Universidad de Londres","ror":"https://ror.org/054v4yq51","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210160447"]},{"id":"https://openalex.org/I124357947","display_name":"University of London","ror":"https://ror.org/04cw6st05","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947"]}],"countries":["GB","MX"],"is_corresponding":true,"raw_author_name":"Muzammil Saeed","raw_affiliation_strings":["University of London, London, London, GB"],"affiliations":[{"raw_affiliation_string":"University of London, London, London, GB","institution_ids":["https://openalex.org/I124357947","https://openalex.org/I4210160447"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081545169","display_name":"Stephen R. Alty","orcid":null},"institutions":[{"id":"https://openalex.org/I4210160447","display_name":"Universidad de Londres","ror":"https://ror.org/054v4yq51","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210160447"]},{"id":"https://openalex.org/I124357947","display_name":"University of London","ror":"https://ror.org/04cw6st05","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947"]}],"countries":["GB","MX"],"is_corresponding":false,"raw_author_name":"Stephen R. Alty","raw_affiliation_strings":["University of London, London, London, GB"],"affiliations":[{"raw_affiliation_string":"University of London, London, London, GB","institution_ids":["https://openalex.org/I124357947","https://openalex.org/I4210160447"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5113689342"],"corresponding_institution_ids":["https://openalex.org/I124357947","https://openalex.org/I4210160447"],"apc_list":null,"apc_paid":null,"fwci":0.3431,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.55162424,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"2018","issue":null,"first_page":"1238","last_page":"1241"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13487","display_name":"Statistical and numerical algorithms","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/2604","display_name":"Applied Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13487","display_name":"Statistical and numerical algorithms","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/2604","display_name":"Applied Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9726999998092651,"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/T10924","display_name":"Cardiovascular Health and Disease Prevention","score":0.964900016784668,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/singular-spectrum-analysis","display_name":"Singular spectrum analysis","score":0.7629518508911133},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6840754747390747},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.6813225150108337},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.5712523460388184},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5665127635002136},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.48636844754219055},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4759502112865448},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.45567119121551514},{"id":"https://openalex.org/keywords/frequency-domain","display_name":"Frequency domain","score":0.4545896649360657},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4052280783653259},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2314298152923584},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.22522753477096558},{"id":"https://openalex.org/keywords/singular-value-decomposition","display_name":"Singular value decomposition","score":0.1712065041065216},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11306837201118469},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10440030694007874}],"concepts":[{"id":"https://openalex.org/C136272165","wikidata":"https://www.wikidata.org/wiki/Q4048889","display_name":"Singular spectrum analysis","level":3,"score":0.7629518508911133},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6840754747390747},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.6813225150108337},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.5712523460388184},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5665127635002136},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.48636844754219055},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4759502112865448},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.45567119121551514},{"id":"https://openalex.org/C19118579","wikidata":"https://www.wikidata.org/wiki/Q786423","display_name":"Frequency domain","level":2,"score":0.4545896649360657},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4052280783653259},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2314298152923584},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.22522753477096558},{"id":"https://openalex.org/C22789450","wikidata":"https://www.wikidata.org/wiki/Q420904","display_name":"Singular value decomposition","level":2,"score":0.1712065041065216},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11306837201118469},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10440030694007874},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2018.8512467","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2018.8512467","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:30440614","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30440614","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}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1548802052","https://openalex.org/W1987350600","https://openalex.org/W2105338212","https://openalex.org/W2144717556","https://openalex.org/W2161974034","https://openalex.org/W2162800060","https://openalex.org/W2472608543","https://openalex.org/W2494363138","https://openalex.org/W2503233733","https://openalex.org/W4211083646","https://openalex.org/W6675845381"],"related_works":["https://openalex.org/W2157839873","https://openalex.org/W1563281071","https://openalex.org/W4379468113","https://openalex.org/W1498350217","https://openalex.org/W3027946011","https://openalex.org/W2024695206","https://openalex.org/W3134014275","https://openalex.org/W1998438587","https://openalex.org/W1976398916","https://openalex.org/W1660299078"],"abstract_inverted_index":{"Over":[0],"recent":[1],"years,":[2],"Singular":[3],"Spectrum":[4],"Analysis":[5],"(SSA)":[6],"has":[7],"gained":[8],"popularity":[9],"as":[10,88,162,183],"an":[11],"effective":[12],"means":[13],"to":[14,66,112,164,175,191],"denoise":[15],"biologically":[16],"sourced":[17],"single":[18,130],"channel":[19,131],"signals,":[20],"especially":[21],"Electromyogram":[22],"(EMG)":[23],"and":[24,53,60,121,193],"Electrocardiogram":[25],"(ECG)":[26],"signals":[27,47,62,123,199],"amongst":[28],"others.":[29],"There":[30],"are":[31,63,83],"numerous":[32],"applications":[33],"whereby":[34],"the":[35,41,54,94,140],"signal":[36,90,177],"acquisition":[37],"process":[38],"results":[39],"in":[40,70,77,85,93,116],"mixing":[42],"of":[43,46,147,151],"both":[44,89],"types":[45,178],"along":[48],"with":[49],"body":[50],"motion":[51],"artifacts":[52],"inevitable":[55],"electromagnetic":[56],"interference.":[57],"Both":[58],"ECG":[59,122,167],"EMG":[61,120,165],"very":[64],"useful":[65],"physicians,":[67],"though":[68,72],"preferably":[69],"isolation,":[71],"they":[73],"rarely":[74],"present":[75],"themselves":[76],"this":[78,98,186],"manner.":[79],"Simple":[80],"filtering":[81],"techniques":[82],"ineffective":[84],"their":[86],"separation":[87],"spectra":[91],"overlap":[92],"frequency":[95],"domain.":[96],"In":[97],"paper,":[99],"we":[100],"propose":[101],"a":[102,106,135,145],"technique":[103,137,187],"based":[104,127,158],"on":[105,129,159],"sliding":[107],"SSA":[108,133],"algorithm":[109],"which":[110,152],"proves":[111],"be":[113,155,172],"more":[114],"successful":[115],"separating":[117],"real":[118],"mixed":[119],"than":[124],"traditional":[125],"block":[126],"approaches":[128],"data.":[132],"is":[134,188],"non-parametric":[136],"that":[138],"decomposes":[139],"original":[141],"time":[142],"series":[143],"into":[144],"number":[146],"additive":[148],"components,":[149],"each":[150],"can":[153],"then":[154],"readily":[156],"identified":[157],"statistical":[160,181],"analysis":[161],"belonging":[163],"or":[166,200],"signals.":[168],"This":[169],"approach":[170],"could":[171],"applied":[173],"equally":[174],"other":[176],"using":[179],"different":[180],"methods":[182],"required,":[184],"moreover,":[185],"relatively":[189],"straight-forward":[190],"implement":[192],"does":[194],"not":[195],"require":[196],"any":[197],"reference":[198],"training.":[201]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}