{"id":"https://openalex.org/W4229013685","doi":"https://doi.org/10.1109/jbhi.2022.3172705","title":"Motion-Robust Atrial Fibrillation Detection Based on Remote-Photoplethysmography","display_name":"Motion-Robust Atrial Fibrillation Detection Based on Remote-Photoplethysmography","publication_year":2022,"publication_date":"2022-05-05","ids":{"openalex":"https://openalex.org/W4229013685","doi":"https://doi.org/10.1109/jbhi.2022.3172705","pmid":"https://pubmed.ncbi.nlm.nih.gov/35511838"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2022.3172705","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2022.3172705","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-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/A5046374199","display_name":"Bing\u2010Fei Wu","orcid":"https://orcid.org/0000-0002-2019-7002"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Bing-Fei Wu","raw_affiliation_strings":["Institute of Electrical and Control Engineering, National Yang Ming Chiao Tung University, Hsinchu, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-2019-7002","affiliations":[{"raw_affiliation_string":"Institute of Electrical and Control Engineering, National Yang Ming Chiao Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020903757","display_name":"Bing-Jhang Wu","orcid":"https://orcid.org/0000-0002-0139-1790"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Bing-Jhang Wu","raw_affiliation_strings":["Institute of Electrical and Control Engineering, National Yang Ming Chiao Tung University, Hsinchu, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-0139-1790","affiliations":[{"raw_affiliation_string":"Institute of Electrical and Control Engineering, National Yang Ming Chiao Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074358471","display_name":"Shao-En Cheng","orcid":"https://orcid.org/0000-0003-1716-7790"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shao-En Cheng","raw_affiliation_strings":["Institute of Electrical and Control Engineering, National Yang Ming Chiao Tung University, Hsinchu, Taiwan"],"raw_orcid":"https://orcid.org/0000-0003-1716-7790","affiliations":[{"raw_affiliation_string":"Institute of Electrical and Control Engineering, National Yang Ming Chiao Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015598445","display_name":"Yu Sun","orcid":"https://orcid.org/0000-0002-4656-7032"},"institutions":[{"id":"https://openalex.org/I4210098629","display_name":"En Chu Kong Hospital","ror":"https://ror.org/015a6df35","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210098629"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu Sun","raw_affiliation_strings":["Department of Neurology, En Chu Kong Hospital, New Taipei City, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, En Chu Kong Hospital, New Taipei City, Taiwan","institution_ids":["https://openalex.org/I4210098629"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063346273","display_name":"Meng-Liang Chung","orcid":"https://orcid.org/0000-0002-9853-2616"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Meng-Liang Chung","raw_affiliation_strings":["FaceHeart Corp, Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FaceHeart Corp, Hsinchu, Taiwan","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7163,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.82856806,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"27","issue":"6","first_page":"2705","last_page":"2716"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9997000098228455,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9994999766349792,"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9975000023841858,"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/atrial-fibrillation","display_name":"Atrial fibrillation","score":0.6899691820144653},{"id":"https://openalex.org/keywords/photoplethysmogram","display_name":"Photoplethysmogram","score":0.6637798547744751},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5804832577705383},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5350642800331116},{"id":"https://openalex.org/keywords/asymptomatic","display_name":"Asymptomatic","score":0.4668090343475342},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.4607478380203247},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.44765082001686096},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.4318174719810486},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4173262119293213},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.41517460346221924},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38802093267440796},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.33479437232017517},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.28131598234176636},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.24423062801361084},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.15635231137275696},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09392422437667847},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.07795244455337524}],"concepts":[{"id":"https://openalex.org/C2779161974","wikidata":"https://www.wikidata.org/wiki/Q815819","display_name":"Atrial fibrillation","level":2,"score":0.6899691820144653},{"id":"https://openalex.org/C116390426","wikidata":"https://www.wikidata.org/wiki/Q7187885","display_name":"Photoplethysmogram","level":3,"score":0.6637798547744751},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5804832577705383},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5350642800331116},{"id":"https://openalex.org/C2777910003","wikidata":"https://www.wikidata.org/wiki/Q1707292","display_name":"Asymptomatic","level":2,"score":0.4668090343475342},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.4607478380203247},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.44765082001686096},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4318174719810486},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4173262119293213},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.41517460346221924},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38802093267440796},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33479437232017517},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.28131598234176636},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.24423062801361084},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.15635231137275696},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09392422437667847},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.07795244455337524},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000369","descriptor_name":"Aged, 80 and over","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000369","descriptor_name":"Aged, 80 and over","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000369","descriptor_name":"Aged, 80 and over","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":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001281","descriptor_name":"Atrial Fibrillation","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D001281","descriptor_name":"Atrial Fibrillation","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D001281","descriptor_name":"Atrial Fibrillation","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009038","descriptor_name":"Motion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009038","descriptor_name":"Motion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009038","descriptor_name":"Motion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017156","descriptor_name":"Photoplethysmography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017156","descriptor_name":"Photoplethysmography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017156","descriptor_name":"Photoplethysmography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2022.3172705","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2022.3172705","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:35511838","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35511838","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":"IEEE journal of biomedical and health informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3706698422","display_name":null,"funder_award_id":"MOST 110-2221-E-A49-125","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1929178729","https://openalex.org/W2015375520","https://openalex.org/W2029745771","https://openalex.org/W2055586130","https://openalex.org/W2062233766","https://openalex.org/W2069692225","https://openalex.org/W2153635508","https://openalex.org/W2171737517","https://openalex.org/W2177407988","https://openalex.org/W2412203117","https://openalex.org/W2461505578","https://openalex.org/W2506102335","https://openalex.org/W2520509592","https://openalex.org/W2559746881","https://openalex.org/W2589371551","https://openalex.org/W2612100421","https://openalex.org/W2612343760","https://openalex.org/W2616247523","https://openalex.org/W2740546179","https://openalex.org/W2799930024","https://openalex.org/W2805424946","https://openalex.org/W2807126412","https://openalex.org/W2810472113","https://openalex.org/W2884585870","https://openalex.org/W2896102525","https://openalex.org/W2954053303","https://openalex.org/W2955425717","https://openalex.org/W2963433879","https://openalex.org/W2982196965","https://openalex.org/W2986906199","https://openalex.org/W2998111152","https://openalex.org/W2998583602","https://openalex.org/W2999926771","https://openalex.org/W3082188176","https://openalex.org/W3087922470","https://openalex.org/W3102564565","https://openalex.org/W3122663073","https://openalex.org/W3207417694","https://openalex.org/W3208507240","https://openalex.org/W4206603145","https://openalex.org/W6631190155","https://openalex.org/W6719181542","https://openalex.org/W6762718338","https://openalex.org/W6802728016"],"related_works":["https://openalex.org/W2732360296","https://openalex.org/W1994871954","https://openalex.org/W4297152434","https://openalex.org/W2072858761","https://openalex.org/W1540261775","https://openalex.org/W4239033438","https://openalex.org/W1968279762","https://openalex.org/W4318970012","https://openalex.org/W2170552210","https://openalex.org/W4378977086"],"abstract_inverted_index":{"Atrial":[0],"fibrillation":[1],"(AF)":[2],"has":[3,141],"been":[4],"proven":[5],"highly":[6],"correlated":[7],"to":[8,36,41,80,97,130,188,221],"stroke;":[9],"more":[10],"than":[11,177],"43":[12],"million":[13],"people":[14],"suffer":[15],"from":[16,112,172],"AF":[17,44,51,109,153,171,193,197],"worldwide.":[18],"However,":[19],"most":[20,64,143],"of":[21,26,101,151,163,192,215,233],"these":[22],"patients":[23],"are":[24,182],"unaware":[25],"their":[27],"disease.":[28],"There":[29],"is":[30,78],"no":[31],"convenient":[32],"tool":[33],"by":[34,238],"which":[35,115],"conduct":[37],"a":[38,49,85,189],"comprehensive":[39],"screening":[40],"identify":[42],"asymptomatic":[43],"patients.":[45,154],"Hence,":[46],"we":[47,106],"provide":[48],"non-contact":[50],"detection":[52],"approach":[53,207],"based":[54],"on":[55],"remote":[56],"photoplethysmography":[57],"(rPPG).":[58],"We":[59],"address":[60],"motion":[61,82,218,235],"disturbance,":[62],"the":[63,71,99,132,142,147,202,205,209,213,216,227],"challenging":[65],"issue":[66],"in":[67],"rPPG":[68],"technology,":[69],"with":[70,84],"NR-Net,":[72],"ATT-Net,":[73],"and":[74,88,90,94,126,145,161,166,196,224],"SQ-Mask":[75,91],"modules.":[76],"NR-Net":[77],"designed":[79],"eliminate":[81],"noise":[83],"CNN":[86],"model,":[87],"ATT-Net":[89],"utilize":[92],"channel-wise":[93],"temporal":[95],"attention":[96],"reduce":[98],"influence":[100],"poor":[102],"signal":[103],"segments.":[104],"Moreover,":[105],"present":[107],"an":[108],"dataset":[110,140],"collected":[111],"hospital":[113],"wards":[114],"contains":[116],"452":[117],"subjects":[118],"(mean":[119],"age,":[120],"69.3":[121],"\u00b113.0":[122],"years;":[123],"women,":[124],"46%)":[125],"7,306":[127],"30-second":[128],"segments":[129],"verify":[131],"proposed":[133,156,206],"algorithm.":[134],"To":[135],"our":[136],"best":[137],"knowledge,":[138],"this":[139],"participants":[144],"covers":[146],"full":[148,234],"age":[149],"range":[150],"possible":[152],"The":[155],"method":[157],"yields":[158],"accuracy,":[159],"sensitivity,":[160],"specificity":[162],"95.69%,":[164],"96.76%,":[165],"94.33%,":[167],"respectively,":[168,230],"when":[169],"discriminating":[170],"normal":[173],"sinus":[174],"rhythm.":[175],"More":[176],"previous":[178],"studies,":[179],"other":[180],"arrhythmias":[181],"also":[183],"taken":[184],"into":[185],"consideration,":[186],"leading":[187],"further":[190],"investigation":[191],"vs.":[194,198],"Non-AF":[195],"Other":[199],"scenarios.":[200],"For":[201],"three":[203,228],"scenarios,":[204,229],"outperforms":[208],"benchmark":[210],"algorithms.":[211],"Additionally,":[212],"accuracy":[214],"slight":[217],"data":[219,236],"improves":[220],"95.82%,":[222],"92.39%,":[223],"89.18%":[225],"for":[226],"while":[231],"that":[232],"increases":[237],"over":[239],"3%.":[240]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
