{"id":"https://openalex.org/W2795913990","doi":"https://doi.org/10.1109/bsn.2018.8329658","title":"Fully-automated ventricular ectopic beat classification for use with mobile cardiac telemetry","display_name":"Fully-automated ventricular ectopic beat classification for use with mobile cardiac telemetry","publication_year":2018,"publication_date":"2018-03-01","ids":{"openalex":"https://openalex.org/W2795913990","doi":"https://doi.org/10.1109/bsn.2018.8329658","mag":"2795913990"},"language":"en","primary_location":{"id":"doi:10.1109/bsn.2018.8329658","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bsn.2018.8329658","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN)","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/A5008793258","display_name":"Benjamin A. Teplitzky","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Benjamin A. Teplitzky","raw_affiliation_strings":["Preventice Solutions, Rochester, MN, USA"],"affiliations":[{"raw_affiliation_string":"Preventice Solutions, Rochester, MN, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074123499","display_name":"Michael McRoberts","orcid":"https://orcid.org/0000-0003-4854-6734"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael McRoberts","raw_affiliation_strings":["Preventice Solutions, Rochester, MN, USA"],"affiliations":[{"raw_affiliation_string":"Preventice Solutions, Rochester, MN, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5008793258"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0243,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.78019723,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"58","last_page":"61"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":1.0,"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":1.0,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9991999864578247,"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/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9966999888420105,"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/telemetry","display_name":"Telemetry","score":0.6748618483543396},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6588270664215088},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5794984698295593},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48717209696769714},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.44742611050605774},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4375531077384949},{"id":"https://openalex.org/keywords/beat","display_name":"Beat (acoustics)","score":0.4323238730430603},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.33131641149520874},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.06831145286560059}],"concepts":[{"id":"https://openalex.org/C183121708","wikidata":"https://www.wikidata.org/wiki/Q209867","display_name":"Telemetry","level":2,"score":0.6748618483543396},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6588270664215088},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5794984698295593},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48717209696769714},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.44742611050605774},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4375531077384949},{"id":"https://openalex.org/C189809214","wikidata":"https://www.wikidata.org/wiki/Q829522","display_name":"Beat (acoustics)","level":2,"score":0.4323238730430603},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.33131641149520874},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.06831145286560059},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bsn.2018.8329658","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bsn.2018.8329658","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1836465849","https://openalex.org/W1974345476","https://openalex.org/W1998322473","https://openalex.org/W2085137652","https://openalex.org/W2091432990","https://openalex.org/W2095409369","https://openalex.org/W2097117768","https://openalex.org/W2100537461","https://openalex.org/W2101166342","https://openalex.org/W2103308415","https://openalex.org/W2106336403","https://openalex.org/W2124785086","https://openalex.org/W2127107663","https://openalex.org/W2140920882","https://openalex.org/W2145044818","https://openalex.org/W2151223362","https://openalex.org/W2162273778","https://openalex.org/W2162693370","https://openalex.org/W2162800060","https://openalex.org/W2163430278","https://openalex.org/W2163605009","https://openalex.org/W2285935982","https://openalex.org/W2289846183","https://openalex.org/W2291961022","https://openalex.org/W2473990954","https://openalex.org/W2594015355","https://openalex.org/W2594692578","https://openalex.org/W2731010577","https://openalex.org/W2742774386","https://openalex.org/W2748902594","https://openalex.org/W2949117887","https://openalex.org/W2962835968","https://openalex.org/W2964121744","https://openalex.org/W6637373629","https://openalex.org/W6684191040","https://openalex.org/W6742074319"],"related_works":["https://openalex.org/W2070863773","https://openalex.org/W4212896802","https://openalex.org/W2503337970","https://openalex.org/W2056771637","https://openalex.org/W748047311","https://openalex.org/W2359918844","https://openalex.org/W4298110012","https://openalex.org/W2519661158","https://openalex.org/W4388599231","https://openalex.org/W2058226360"],"abstract_inverted_index":{"We":[0],"have":[1],"developed":[2],"a":[3,16],"robust":[4],"fully-automated":[5],"model":[6,38],"for":[7],"classifying":[8],"ventricular":[9],"ectopic":[10],"beats.":[11],"The":[12,36],"classifier":[13,75],"relies":[14],"on":[15],"12-layer":[17],"convolutional":[18],"neural":[19],"network":[20],"that":[21],"was":[22,39],"trained":[23],"using":[24,41,59],"over":[25,44],"5,000":[26],"expertly-annotated":[27],"ECG":[28,62],"recordings":[29,63],"from":[30,43],"the":[31,66,70,74],"BodyGuardian\u00ae":[32],"Heart":[33],"(BGH)":[34],"monitor.":[35,68],"proposed":[37],"evaluated":[40,58],"data":[42],"950":[45],"patients":[46],"and":[47,53,79],"achieved":[48,76],"classification":[49],"sensitivity":[50,78],"of":[51,55],"97%":[52],"specificity":[54],"99%":[56,77,80],"when":[57],"real-world":[60],"ambulatory":[61],"collected":[64],"by":[65],"BGH":[67],"On":[69],"MIT-BIH":[71],"arrhythmia":[72],"database,":[73],"specificity,":[81],"performing":[82],"equal":[83],"to":[84],"or":[85],"better":[86],"than":[87],"previously":[88],"published":[89],"work.":[90]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3}],"updated_date":"2026-04-23T09:07:50.710637","created_date":"2025-10-10T00:00:00"}