{"id":"https://openalex.org/W2899507603","doi":"https://doi.org/10.1109/embc.2018.8513197","title":"The Accuracy of Atrial Fibrillation Detection from Wrist Photoplethysmography. A Study on Post-Operative Patients","display_name":"The Accuracy of Atrial Fibrillation Detection from Wrist Photoplethysmography. A Study on Post-Operative Patients","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2899507603","doi":"https://doi.org/10.1109/embc.2018.8513197","mag":"2899507603","pmid":"https://pubmed.ncbi.nlm.nih.gov/30440305"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2018.8513197","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2018.8513197","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 40th Annual International Conference of the IEEE Engineering in Medicine and 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/A5069013630","display_name":"Adrian Tarniceriu","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Adrian Tarniceriu","raw_affiliation_strings":["PulseOn SA, Neuch\u00e2tel, Switzerland"],"affiliations":[{"raw_affiliation_string":"PulseOn SA, Neuch\u00e2tel, Switzerland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102952844","display_name":"Jarkko Harju","orcid":"https://orcid.org/0000-0002-3633-0314"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jarkko Harju","raw_affiliation_strings":["Tampereen yliopistollinen sairaala, Tampere, FI"],"affiliations":[{"raw_affiliation_string":"Tampereen yliopistollinen sairaala, Tampere, FI","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011894777","display_name":"Zeinab Rezaei Yousefi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zeinab Rezaei Yousefi","raw_affiliation_strings":["Tampereen yliopisto - Hervannan kampus, Tampere, Pirkanmaa, FI"],"affiliations":[{"raw_affiliation_string":"Tampereen yliopisto - Hervannan kampus, Tampere, Pirkanmaa, FI","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063874943","display_name":"Antti Vehkaoja","orcid":"https://orcid.org/0000-0003-3721-3467"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Antti Vehkaoja","raw_affiliation_strings":["Tampereen yliopisto - Hervannan kampus, Tampere, Pirkanmaa, FI"],"affiliations":[{"raw_affiliation_string":"Tampereen yliopisto - Hervannan kampus, Tampere, Pirkanmaa, FI","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071139446","display_name":"Jakub Par\u00e1k","orcid":"https://orcid.org/0000-0002-4617-4992"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jakub Parak","raw_affiliation_strings":["Tampereen yliopisto - Hervannan kampus, Tampere, Pirkanmaa, FI"],"affiliations":[{"raw_affiliation_string":"Tampereen yliopisto - Hervannan kampus, Tampere, Pirkanmaa, FI","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071617635","display_name":"Arvi Yli\u2010Hankala","orcid":"https://orcid.org/0000-0002-5029-9181"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arvi Yli-Hankala","raw_affiliation_strings":["Tampereen yliopistollinen sairaala, Tampere, FI"],"affiliations":[{"raw_affiliation_string":"Tampereen yliopistollinen sairaala, Tampere, FI","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087059698","display_name":"Ilkka Korhonen","orcid":"https://orcid.org/0000-0002-5322-8469"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ilkka Korhonen","raw_affiliation_strings":["Tampereen yliopisto - Hervannan kampus, Tampere, Pirkanmaa, FI"],"affiliations":[{"raw_affiliation_string":"Tampereen yliopisto - Hervannan kampus, Tampere, Pirkanmaa, FI","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5069013630"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.8815,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.87369293,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"2018","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9983000159263611,"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":0.9983000159263611,"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/T10065","display_name":"Atrial Fibrillation Management and Outcomes","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"}},{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.996399998664856,"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/atrial-fibrillation","display_name":"Atrial fibrillation","score":0.8247198462486267},{"id":"https://openalex.org/keywords/photoplethysmogram","display_name":"Photoplethysmogram","score":0.8082937002182007},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.767837643623352},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.6000093817710876},{"id":"https://openalex.org/keywords/wrist","display_name":"Wrist","score":0.5176213383674622},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.4741325378417969},{"id":"https://openalex.org/keywords/normal-sinus-rhythm","display_name":"Normal Sinus Rhythm","score":0.4687875509262085},{"id":"https://openalex.org/keywords/electrocardiography","display_name":"Electrocardiography","score":0.4598980247974396},{"id":"https://openalex.org/keywords/sinus-rhythm","display_name":"Sinus rhythm","score":0.42478129267692566},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.18738886713981628},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.14925771951675415}],"concepts":[{"id":"https://openalex.org/C2779161974","wikidata":"https://www.wikidata.org/wiki/Q815819","display_name":"Atrial fibrillation","level":2,"score":0.8247198462486267},{"id":"https://openalex.org/C116390426","wikidata":"https://www.wikidata.org/wiki/Q7187885","display_name":"Photoplethysmogram","level":3,"score":0.8082937002182007},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.767837643623352},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.6000093817710876},{"id":"https://openalex.org/C2778216619","wikidata":"https://www.wikidata.org/wiki/Q185706","display_name":"Wrist","level":2,"score":0.5176213383674622},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.4741325378417969},{"id":"https://openalex.org/C2908745016","wikidata":"https://www.wikidata.org/wiki/Q12335414","display_name":"Normal Sinus Rhythm","level":3,"score":0.4687875509262085},{"id":"https://openalex.org/C2780040984","wikidata":"https://www.wikidata.org/wiki/Q79785","display_name":"Electrocardiography","level":2,"score":0.4598980247974396},{"id":"https://openalex.org/C2775914520","wikidata":"https://www.wikidata.org/wiki/Q12335414","display_name":"Sinus rhythm","level":3,"score":0.42478129267692566},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.18738886713981628},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.14925771951675415},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"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":false},{"descriptor_ui":"D001281","descriptor_name":"Atrial Fibrillation","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D001281","descriptor_name":"Atrial Fibrillation","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D001281","descriptor_name":"Atrial Fibrillation","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D001281","descriptor_name":"Atrial Fibrillation","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D001281","descriptor_name":"Atrial Fibrillation","qualifier_ui":"Q000503","qualifier_name":"physiopathology","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":"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":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","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":"D011184","descriptor_name":"Postoperative Period","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011184","descriptor_name":"Postoperative Period","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011184","descriptor_name":"Postoperative Period","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014953","descriptor_name":"Wrist","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D014953","descriptor_name":"Wrist","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D014953","descriptor_name":"Wrist","qualifier_ui":"Q000503","qualifier_name":"physiopathology","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}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc.2018.8513197","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2018.8513197","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:30440305","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30440305","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},{"id":"pmh:oai:trepo.tuni.fi:10024/214426","is_oa":false,"landing_page_url":"https://trepo.tuni.fi/handle/10024/214426","pdf_url":null,"source":{"id":"https://openalex.org/S7407055260","display_name":"Trepo - Institutional Repository of Tampere University","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.550000011920929}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W188715143","https://openalex.org/W1508201418","https://openalex.org/W1966297507","https://openalex.org/W1982692087","https://openalex.org/W2034374469","https://openalex.org/W2066501627","https://openalex.org/W2097201053","https://openalex.org/W2106960442","https://openalex.org/W2114775432","https://openalex.org/W2147018083","https://openalex.org/W2154658516","https://openalex.org/W2154661460","https://openalex.org/W2293491888","https://openalex.org/W2295738335","https://openalex.org/W2332318080","https://openalex.org/W2487490609","https://openalex.org/W2506102335","https://openalex.org/W2533802684","https://openalex.org/W2580261098","https://openalex.org/W2594117425","https://openalex.org/W3102977538","https://openalex.org/W6674775767","https://openalex.org/W6731990787","https://openalex.org/W6734810431","https://openalex.org/W6785843171"],"related_works":["https://openalex.org/W2138353306","https://openalex.org/W3034024518","https://openalex.org/W1970318676","https://openalex.org/W1994902122","https://openalex.org/W2055779289","https://openalex.org/W2203497947","https://openalex.org/W2004402067","https://openalex.org/W4238875558","https://openalex.org/W1979741855","https://openalex.org/W2129934160"],"abstract_inverted_index":{"Atrial":[0],"fibrillation":[1,51],"(AF)":[2],"is":[3,44,109,174],"the":[4,18,66,96,151,154,163],"most":[5],"common":[6],"type":[7],"of":[8,20,32,117,138,150,165],"cardiac":[9],"arrhythmia.":[10],"Although":[11],"not":[12],"life-threatening":[13],"itself,":[14],"AF":[15,33,88,133,181],"significantly":[16],"increases":[17],"risk":[19],"stroke":[21],"and":[22,30,36,84,121,129,145,180],"myocardial":[23],"infarction.":[24],"Current":[25],"tools":[26],"available":[27],"for":[28,41,148,176],"screening":[29],"monitoring":[31,179],"are":[34],"inadequate":[35],"an":[37,49],"unobtrusive":[38],"alternative,":[39],"suitable":[40,175],"long-term":[42],"use,":[43],"needed.":[45],"This":[46],"paper":[47],"evaluates":[48],"atrial":[50],"detection":[52],"algorithm":[53],"based":[54],"on":[55],"wrist":[56,172],"photoplethysmographic":[57],"(PPG)":[58],"signals.":[59,105],"29":[60],"patients":[61,73,86],"recovering":[62],"from":[63,103,136],"surgery":[64],"in":[65],"post-anesthesia":[67],"care":[68],"unit":[69],"were":[70,101,124],"monitored.":[71],"15":[72],"had":[74,87],"sinus":[75],"rhythm":[76],"(SR,":[77],"67.5\u00b1":[78],"10.7":[79],"years":[80,91],"old,":[81,92],"7":[82],"female)":[83,94],"14":[85],"(74.8\u00b1":[89],"8.3":[90],"8":[93],"during":[95],"recordings.":[97],"Inter-beat":[98],"intervals":[99],"(IBI)":[100],"estimated":[102],"PPG":[104,122,173],"As":[106],"IBI":[107,141],"estimation":[108],"highly":[110],"sensitive":[111],"to":[112,126,162,192],"motion":[113],"or":[114],"other":[115],"types":[116],"noise,":[118],"acceleration":[119],"signals":[120],"waveforms":[123],"used":[125],"automatically":[127],"detect":[128],"discard":[130],"unreliable":[131],"IBI.":[132,167],"was":[134,159],"detected":[135],"windows":[137],"20":[139],"consecutive":[140],"with":[142],"98.45\u00b16.89%":[143],"sensitivity":[144],"99.13\u00b11.79%":[146],"specificity":[147],"76.34\u00b119.54%":[149],"time.":[152],"For":[153],"remaining":[155],"time,":[156],"no":[157],"decision":[158],"taken":[160],"due":[161],"lack":[164],"reliable":[166],"The":[168],"results":[169],"show":[170],"that":[171],"long":[177],"term":[178],"screening.":[182],"In":[183],"addition,":[184],"this":[185],"technique":[186],"provides":[187],"a":[188],"more":[189],"comfortable":[190],"alternative":[191],"ECG":[193],"devices.":[194]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3}],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-10-10T00:00:00"}