{"id":"https://openalex.org/W1978832835","doi":"https://doi.org/10.1109/dsaa.2014.7058128","title":"Individualized arrhythmia detection with ECG signals from wearable devices","display_name":"Individualized arrhythmia detection with ECG signals from wearable devices","publication_year":2014,"publication_date":"2014-10-01","ids":{"openalex":"https://openalex.org/W1978832835","doi":"https://doi.org/10.1109/dsaa.2014.7058128","mag":"1978832835"},"language":"en","primary_location":{"id":"doi:10.1109/dsaa.2014.7058128","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsaa.2014.7058128","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Conference on Data Science and Advanced Analytics (DSAA)","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/A5101790883","display_name":"Thanh Binh Nguyen","orcid":"https://orcid.org/0000-0002-5166-7919"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Thanh-Binh Nguyen","raw_affiliation_strings":["Centre for Pattern Recognition and Data Analytics, Deakin University","Centre for Pattern Recognition and Data Analytics, Deakin University, Australia"],"affiliations":[{"raw_affiliation_string":"Centre for Pattern Recognition and Data Analytics, Deakin University","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"Centre for Pattern Recognition and Data Analytics, Deakin University, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109250026","display_name":"Wei Lou","orcid":null},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Wei Lou","raw_affiliation_strings":["Centre for Pattern Recognition and Data Analytics, Deakin University","Centre for Pattern Recognition and Data Analytics, Deakin University, Australia"],"affiliations":[{"raw_affiliation_string":"Centre for Pattern Recognition and Data Analytics, Deakin University","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"Centre for Pattern Recognition and Data Analytics, Deakin University, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031543991","display_name":"Terry Caelli","orcid":"https://orcid.org/0000-0001-9281-2556"},"institutions":[{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Terry Caelli","raw_affiliation_strings":["National ICT Australia"],"affiliations":[{"raw_affiliation_string":"National ICT Australia","institution_ids":["https://openalex.org/I42894916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045540854","display_name":"Svetha Venkatesh","orcid":"https://orcid.org/0000-0001-8675-6631"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Svetha Venkatesh","raw_affiliation_strings":["Centre for Pattern Recognition and Data Analytics, Deakin University","Centre for Pattern Recognition and Data Analytics, Deakin University, Australia"],"affiliations":[{"raw_affiliation_string":"Centre for Pattern Recognition and Data Analytics, Deakin University","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"Centre for Pattern Recognition and Data Analytics, Deakin University, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036447132","display_name":"Dinh Phung","orcid":"https://orcid.org/0000-0002-9977-8247"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dinh Phung","raw_affiliation_strings":["Centre for Pattern Recognition and Data Analytics, Deakin University","Centre for Pattern Recognition and Data Analytics, Deakin University, Australia"],"affiliations":[{"raw_affiliation_string":"Centre for Pattern Recognition and Data Analytics, Deakin University","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"Centre for Pattern Recognition and Data Analytics, Deakin University, Australia","institution_ids":["https://openalex.org/I149704539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101790883"],"corresponding_institution_ids":["https://openalex.org/I149704539"],"apc_list":null,"apc_paid":null,"fwci":0.5926,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.70895103,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"28","issue":null,"first_page":"570","last_page":"576"},"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":0.9945999979972839,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9868999719619751,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.793602705001831},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7101338505744934},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.7023801803588867},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.5743567943572998},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5489708185195923},{"id":"https://openalex.org/keywords/fiducial-marker","display_name":"Fiducial marker","score":0.5427078008651733},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4699167311191559},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.398919016122818},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3688323199748993},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3672700524330139}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.793602705001831},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7101338505744934},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.7023801803588867},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.5743567943572998},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5489708185195923},{"id":"https://openalex.org/C173974348","wikidata":"https://www.wikidata.org/wiki/Q1469893","display_name":"Fiducial marker","level":2,"score":0.5427078008651733},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4699167311191559},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.398919016122818},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3688323199748993},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3672700524330139},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/dsaa.2014.7058128","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsaa.2014.7058128","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Conference on Data Science and Advanced Analytics (DSAA)","raw_type":"proceedings-article"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30072753","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401102","display_name":"Own your potential (DEAKIN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W147757589","https://openalex.org/W1518428823","https://openalex.org/W1623295311","https://openalex.org/W1969359662","https://openalex.org/W1978142137","https://openalex.org/W2025508891","https://openalex.org/W2034160908","https://openalex.org/W2039138490","https://openalex.org/W2063875884","https://openalex.org/W2065872730","https://openalex.org/W2075196751","https://openalex.org/W2095409369","https://openalex.org/W2103308415","https://openalex.org/W2109606373","https://openalex.org/W2123565895","https://openalex.org/W2133990480","https://openalex.org/W2145433315","https://openalex.org/W2149354205","https://openalex.org/W2155490300","https://openalex.org/W2156529844","https://openalex.org/W2537632436","https://openalex.org/W3149907034","https://openalex.org/W6605975530","https://openalex.org/W6656594098"],"related_works":["https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2095299560","https://openalex.org/W2907667791","https://openalex.org/W3047461507","https://openalex.org/W3126390843","https://openalex.org/W4245880644","https://openalex.org/W2999186374"],"abstract_inverted_index":{"Low":[0],"cost":[1],"pervasive":[2,53,90,140,148],"electrocardiogram":[3],"(ECG)":[4],"monitors":[5],"is":[6,137],"changing":[7],"how":[8],"sinus":[9],"arrhythmia":[10,84],"are":[11,49],"diagnosed":[12],"among":[13],"patients":[14],"with":[15,108,155],"mild":[16],"symptoms.":[17],"With":[18],"the":[19,77,95,118,168,172],"large":[20],"amount":[21],"of":[22,68,76,105,167],"data":[23,30],"generated":[24],"from":[25,56,160],"long-term":[26],"monitoring,":[27],"come":[28],"new":[29],"science":[31],"and":[32,64,131],"analytical":[33],"challenges.":[34],"Although":[35],"traditional":[36,173],"rule-based":[37,78],"detection":[38,85],"algorithms":[39],"still":[40],"work":[41],"on":[42,111],"relatively":[43],"short":[44],"clinical":[45,174],"quality":[46,89],"ECG,":[47],"they":[48],"not":[50],"optimal":[51],"for":[52,87],"signals":[54,150,159],"collected":[55],"wearable":[57],"devices\u2014they":[58],"don't":[59],"adapt":[60],"to":[61,125],"individual":[62,129],"difference":[63],"assume":[65],"accurate":[66],"identification":[67,114],"ECG":[69,91,106,149,158],"fiducial":[70,112],"points.":[71],"To":[72,93],"overcome":[73],"these":[74],"short-comings":[75],"methods,":[79],"this":[80],"paper":[81],"introduces":[82],"an":[83],"approach":[86,170],"low":[88],"signals.":[92],"achieve":[94],"robustness":[96],"needed,":[97],"two":[98],"techniques":[99],"were":[100,115,120],"applied.":[101],"First,":[102],"a":[103],"set":[104],"features":[107,119],"minimal":[109],"reliance":[110],"point":[113],"selected.":[116],"Next,":[117],"normalized":[121],"using":[122,147],"robust":[123],"statistics":[124],"factors":[126],"out":[127],"baseline":[128],"differences":[130],"clinically":[132],"irrelevant":[133],"temporal":[134],"drift":[135],"that":[136],"common":[138],"in":[139,153],"ECG.":[141],"The":[142],"proposed":[143,169],"method":[144],"was":[145],"evaluated":[146],"we":[151],"collected,":[152],"combination":[154],"clinician":[156],"validated":[157],"Physiobank.":[161],"Empirical":[162],"evaluation":[163],"confirms":[164],"accuracy":[165],"improvements":[166],"over":[171],"rules.":[175]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
