{"id":"https://openalex.org/W4294975399","doi":"https://doi.org/10.1109/embc48229.2022.9871096","title":"A generalized framework for pacing artifact removal using a Hampel filter","display_name":"A generalized framework for pacing artifact removal using a Hampel filter","publication_year":2022,"publication_date":"2022-07-11","ids":{"openalex":"https://openalex.org/W4294975399","doi":"https://doi.org/10.1109/embc48229.2022.9871096","pmid":"https://pubmed.ncbi.nlm.nih.gov/36086179"},"language":"en","primary_location":{"id":"doi:10.1109/embc48229.2022.9871096","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9871096","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5048530964","display_name":"Nipuni D. Nagahawatte","orcid":"https://orcid.org/0000-0002-1409-447X"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Nipuni D. Nagahawatte","raw_affiliation_strings":["Auckland Bioengineering Institute, the University of Auckland,New Zealand","Auckland Bioengineering Institute, the University of Auckland, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Auckland Bioengineering Institute, the University of Auckland,New Zealand","institution_ids":["https://openalex.org/I154130895"]},{"raw_affiliation_string":"Auckland Bioengineering Institute, the University of Auckland, New Zealand","institution_ids":["https://openalex.org/I154130895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036297582","display_name":"Leo K. Cheng","orcid":"https://orcid.org/0000-0003-2426-8987"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Leo K. Cheng","raw_affiliation_strings":["Auckland Bioengineering Institute, the University of Auckland,New Zealand","Auckland Bioengineering Institute, the University of Auckland, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Auckland Bioengineering Institute, the University of Auckland,New Zealand","institution_ids":["https://openalex.org/I154130895"]},{"raw_affiliation_string":"Auckland Bioengineering Institute, the University of Auckland, New Zealand","institution_ids":["https://openalex.org/I154130895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073924257","display_name":"Recep Avci","orcid":"https://orcid.org/0000-0003-2652-2192"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Recep Avci","raw_affiliation_strings":["Auckland Bioengineering Institute, the University of Auckland,New Zealand","Auckland Bioengineering Institute, the University of Auckland, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Auckland Bioengineering Institute, the University of Auckland,New Zealand","institution_ids":["https://openalex.org/I154130895"]},{"raw_affiliation_string":"Auckland Bioengineering Institute, the University of Auckland, New Zealand","institution_ids":["https://openalex.org/I154130895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077408770","display_name":"Laura Bear","orcid":"https://orcid.org/0000-0002-7070-2492"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210086115","display_name":"Electrophysiology and Heart Modeling Institute","ror":"https://ror.org/00jsv7j98","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I154526488","https://openalex.org/I3018323443","https://openalex.org/I4210086115"]},{"id":"https://openalex.org/I4210153807","display_name":"Centre de Recherche Cardio-Thoracique de Bordeaux","ror":"https://ror.org/04vgc9p51","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I3018323443","https://openalex.org/I4210139971","https://openalex.org/I4210153807","https://openalex.org/I4210158834"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Laura R. Bear","raw_affiliation_strings":["IHU-Liryc, Fondation Bordeaux Université, CRCTB U1045 (INSERM),Bordeaux,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IHU-Liryc, Fondation Bordeaux Université, CRCTB U1045 (INSERM),Bordeaux,France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210086115","https://openalex.org/I4210153807"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039076247","display_name":"Niranchan Paskaranandavadivel","orcid":"https://orcid.org/0000-0001-7377-8524"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Niranchan Paskaranandavadivel","raw_affiliation_strings":["Auckland Bioengineering Institute, the University of Auckland,New Zealand","Auckland Bioengineering Institute, the University of Auckland, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Auckland Bioengineering Institute, the University of Auckland,New Zealand","institution_ids":["https://openalex.org/I154130895"]},{"raw_affiliation_string":"Auckland Bioengineering Institute, the University of Auckland, New Zealand","institution_ids":["https://openalex.org/I154130895"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2022","issue":null,"first_page":"2009","last_page":"2012"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10598","display_name":"Cardiac pacing and defibrillation studies","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T10598","display_name":"Cardiac pacing and defibrillation studies","score":0.9984999895095825,"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.9973000288009644,"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/T10919","display_name":"Neurological disorders and treatments","score":0.9934999942779541,"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/artifact","display_name":"Artifact (error)","score":0.7495359778404236},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5904923677444458},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.48821786046028137},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34683746099472046},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20786529779434204},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.14201104640960693}],"concepts":[{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.7495359778404236},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5904923677444458},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.48821786046028137},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34683746099472046},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20786529779434204},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.14201104640960693}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":true},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","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":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc48229.2022.9871096","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9871096","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:36086179","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36086179","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":[{"id":"https://openalex.org/F4320320801","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07"},{"id":"https://openalex.org/F4320334749","display_name":"Health Research Council of New Zealand","ror":"https://ror.org/00zbf3d93"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1515497217","https://openalex.org/W2033538743","https://openalex.org/W2036906125","https://openalex.org/W2083444903","https://openalex.org/W2109351311","https://openalex.org/W2128255817","https://openalex.org/W2160829471","https://openalex.org/W2773855632","https://openalex.org/W2800356011","https://openalex.org/W2889658987","https://openalex.org/W3111609374","https://openalex.org/W3135533474","https://openalex.org/W3156846222","https://openalex.org/W4242688646","https://openalex.org/W4256628637","https://openalex.org/W6678994755"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W52840052","https://openalex.org/W2051487156","https://openalex.org/W3162837891","https://openalex.org/W1687852313","https://openalex.org/W3029243869","https://openalex.org/W2502336004","https://openalex.org/W1741504538"],"abstract_inverted_index":{"Cardiac":[0],"pacing":[1,29,90,108,188,197],"is":[2,31,169],"a":[3,48,54,142,170,199],"clinical":[4,200],"therapy":[5],"widely":[6],"used":[7],"for":[8,15,104,173],"treating":[9],"irregular":[10],"heart":[11],"rhythms.":[12],"Equivalent":[13],"techniques":[14],"the":[16,35,42,74,99,121,126,134,150,174,194],"treatment":[17],"of":[18,28,98,176,186,196],"gastric":[19,105],"functional":[20],"motility":[21],"disorders":[22],"hold":[23],"great":[24],"potential.":[25],"Accurate":[26],"analysis":[27,175,185],"studies":[30],"often":[32],"hindered":[33],"by":[34,58,120,149,165],"stimulus":[36],"artifacts":[37,91,168],"which":[38],"are":[39],"superimposed":[40],"on":[41,82],"recorded":[43],"signals.":[44],"This":[45],"paper":[46],"presents":[47],"semi-automated":[49],"artifact":[50,61,122,145],"detection":[51],"method":[52,131],"using":[53,125],"Hampel":[55],"filter":[56],"accompanied":[57],"2":[59],"separate":[60],"reconstruction":[62,146],"methods:":[63],"(i)":[64],"an":[65],"auto-regressive":[66],"model,":[67],"and":[68,84,106,159,190],"(ii)":[69],"weighted":[70,135],"mean":[71,115,136],"to":[72,133,157,193],"estimate":[73],"underlying":[75],"signal.":[76],"The":[77,96,155,179],"developed":[78,180],"framework":[79,181],"was":[80,102,118,147],"validated":[81],"synthetic":[83],"experimental":[85],"signals":[86],"containing":[87],"large":[88,167],"periodic":[89],"alongside":[92],"evoked":[93,162],"bioelectrical":[94,163],"events.":[95],"performance":[97],"proposed":[100],"algorithms":[101],"quantified":[103],"cardiac":[107],"data":[109,189],"collected":[110],"in":[111],"vivo.":[112],"A":[113],"lower":[114],"RMS":[116],"difference":[117],"achieved":[119],"segment":[123],"reconstructed":[124],"auto-regression":[127,151],"([Formula:":[128,137],"see":[129,138],"text]),":[130],"compared":[132],"text])":[139],"method.":[140],"Therefore,":[141],"more":[143,183],"accurate":[144],"provided":[148],"approach.":[152],"Clinical":[153],"Relevance-":[154],"ability":[156],"efficiently":[158],"accurately":[160],"isolate":[161],"events":[164],"eliminating":[166],"critical":[171],"advancement":[172,195],"paced":[177],"recordings.":[178],"allows":[182],"efficient":[184],"preclinical":[187],"thereby":[191],"contributes":[192],"as":[198],"therapy.":[201]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}