{"id":"https://openalex.org/W4295507566","doi":"https://doi.org/10.1109/embc48229.2022.9870989","title":"Similarity Maps for Ventricular Arrhythmia Classification","display_name":"Similarity Maps for Ventricular Arrhythmia Classification","publication_year":2022,"publication_date":"2022-07-11","ids":{"openalex":"https://openalex.org/W4295507566","doi":"https://doi.org/10.1109/embc48229.2022.9870989","pmid":"https://pubmed.ncbi.nlm.nih.gov/36086299"},"language":"en","primary_location":{"id":"doi:10.1109/embc48229.2022.9870989","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9870989","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":"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/A5023997904","display_name":"Qing Lin","orcid":"https://orcid.org/0000-0002-8761-9468"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Qing Lin","raw_affiliation_strings":["King's College London, The strand,Department of Engineering,London,UK,WC2B 4BG"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King's College London, The strand,Department of Engineering,London,UK,WC2B 4BG","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059514204","display_name":"Hak\u2010Keung Lam","orcid":"https://orcid.org/0000-0002-6572-7265"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hak-Keung Lam","raw_affiliation_strings":["King's College London, The strand,Department of Engineering,London,UK,WC2B 4BG"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King's College London, The strand,Department of Engineering,London,UK,WC2B 4BG","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061517390","display_name":"Michael J. Curtis","orcid":"https://orcid.org/0000-0002-1801-4502"},"institutions":[{"id":"https://openalex.org/I4210119896","display_name":"King's College School","ror":"https://ror.org/02bbqcn27","country_code":"GB","type":"education","lineage":["https://openalex.org/I4210119896"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Michael J. Curtis","raw_affiliation_strings":["School of Cardiovascular Medicine & Sciences, King's College,London"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cardiovascular Medicine & Sciences, King's College,London","institution_ids":["https://openalex.org/I4210119896"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056805951","display_name":"Zoran Cvetkovi\u0107","orcid":"https://orcid.org/0000-0002-5128-5099"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zoran Cvetkovic","raw_affiliation_strings":["King's College London, The strand,Department of Engineering,London,UK,WC2B 4BG"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King's College London, The strand,Department of Engineering,London,UK,WC2B 4BG","institution_ids":["https://openalex.org/I183935753"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2939,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.39358108,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"10","issue":null,"first_page":"1927","last_page":"1930"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9998999834060669,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9998999834060669,"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/T10217","display_name":"Cardiac electrophysiology and arrhythmias","score":0.9965999722480774,"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/T11217","display_name":"Cardiac Arrhythmias and Treatments","score":0.9848999977111816,"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/ventricular-fibrillation","display_name":"Ventricular fibrillation","score":0.7683506011962891},{"id":"https://openalex.org/keywords/ventricular-tachycardia","display_name":"Ventricular tachycardia","score":0.7317055463790894},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.648556113243103},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.515598475933075},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.4218083620071411},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39881110191345215},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.39318135380744934},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.38992148637771606},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.38915085792541504}],"concepts":[{"id":"https://openalex.org/C2781005686","wikidata":"https://www.wikidata.org/wiki/Q848662","display_name":"Ventricular fibrillation","level":2,"score":0.7683506011962891},{"id":"https://openalex.org/C2776331378","wikidata":"https://www.wikidata.org/wiki/Q56002","display_name":"Ventricular tachycardia","level":2,"score":0.7317055463790894},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.648556113243103},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.515598475933075},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.4218083620071411},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39881110191345215},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.39318135380744934},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.38992148637771606},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38915085792541504},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D001145","descriptor_name":"Arrhythmias, Cardiac","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D001145","descriptor_name":"Arrhythmias, Cardiac","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D001145","descriptor_name":"Arrhythmias, Cardiac","qualifier_ui":"Q000175","qualifier_name":"diagnosis","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":"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":"D014693","descriptor_name":"Ventricular Fibrillation","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D014693","descriptor_name":"Ventricular Fibrillation","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D014693","descriptor_name":"Ventricular Fibrillation","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D016757","descriptor_name":"Death, Sudden, Cardiac","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D016757","descriptor_name":"Death, Sudden, Cardiac","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D016757","descriptor_name":"Death, Sudden, Cardiac","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D017180","descriptor_name":"Tachycardia, Ventricular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017180","descriptor_name":"Tachycardia, Ventricular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017180","descriptor_name":"Tachycardia, Ventricular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc48229.2022.9870989","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9870989","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:36086299","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36086299","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":[{"id":"https://metadata.un.org/sdg/16","score":0.5099999904632568,"display_name":"Peace, Justice and strong institutions"},{"id":"https://metadata.un.org/sdg/10","score":0.4399999976158142,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1603796504","https://openalex.org/W1677182931","https://openalex.org/W1999877293","https://openalex.org/W2000364692","https://openalex.org/W2055100925","https://openalex.org/W2095409369","https://openalex.org/W2146254945","https://openalex.org/W2167673381","https://openalex.org/W2202063965","https://openalex.org/W2317248213","https://openalex.org/W2779402064","https://openalex.org/W2902644322","https://openalex.org/W2902662000","https://openalex.org/W2944905766","https://openalex.org/W3016360631","https://openalex.org/W3046118769","https://openalex.org/W3191151211","https://openalex.org/W3195185666","https://openalex.org/W6776004853"],"related_works":["https://openalex.org/W2036876924","https://openalex.org/W2170901253","https://openalex.org/W2156558544","https://openalex.org/W2277699573","https://openalex.org/W2014521635","https://openalex.org/W1983356771","https://openalex.org/W2049667380","https://openalex.org/W2616894838","https://openalex.org/W111420393","https://openalex.org/W1994244489"],"abstract_inverted_index":{"Ventricular":[0],"arrhythmias":[1,5],"are":[2,69],"the":[3,17,28,73,76,86],"primary":[4],"that":[6,85],"cause":[7],"sudden":[8],"cardiac":[9],"death.":[10],"In":[11],"current":[12],"clinical":[13],"and":[14,22,41,59,75,97],"preclinical":[15],"research,":[16],"discovery":[18],"of":[19,30,51],"new":[20,49],"therapies":[21],"their":[23],"translation":[24],"is":[25],"hampered":[26],"by":[27],"lack":[29],"consistency":[31],"in":[32,94],"diagnostic":[33],"criteria":[34],"for":[35,55],"distinguishing":[36,95],"between":[37,57],"ventricular":[38,42],"tachycardia":[39],"(VT)":[40],"fibrillation":[43],"(VF).":[44],"This":[45],"study":[46],"develops":[47],"a":[48,91],"set":[50],"features,":[52],"similarity":[53,67,74,87],"maps,":[54],"discrimination":[56],"VT":[58,96],"VF":[60],"using":[61],"deep":[62],"neural":[63],"network":[64],"architectures.":[65],"The":[66],"maps":[68,88],"designed":[70],"to":[71,90],"capture":[72],"regularity":[77],"within":[78],"an":[79],"ECG":[80],"trace.":[81],"Our":[82],"experiments":[83],"show":[84],"lead":[89],"substantial":[92],"improvement":[93],"VF.":[98]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}