{"id":"https://openalex.org/W2295738335","doi":"https://doi.org/10.1109/embc.2015.7318391","title":"Evaluation of accuracy and reliability of PulseOn optical heart rate monitoring device","display_name":"Evaluation of accuracy and reliability of PulseOn optical heart rate monitoring device","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2295738335","doi":"https://doi.org/10.1109/embc.2015.7318391","mag":"2295738335","pmid":"https://pubmed.ncbi.nlm.nih.gov/26736291"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2015.7318391","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2015.7318391","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 37th 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/A5015631143","display_name":"Ricard Delgado-Gonzalo","orcid":"https://orcid.org/0000-0002-7183-6257"},"institutions":[{"id":"https://openalex.org/I135218257","display_name":"Swiss Center for Electronics and Microtechnology (Switzerland)","ror":"https://ror.org/05nrrsx06","country_code":"CH","type":"company","lineage":["https://openalex.org/I135218257"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Ricard Delgado-Gonzalo","raw_affiliation_strings":["CSEM - Centre Suisse d'Electronique et Microtechnique, Neuchatel, Switzerland"],"affiliations":[{"raw_affiliation_string":"CSEM - Centre Suisse d'Electronique et Microtechnique, Neuchatel, Switzerland","institution_ids":["https://openalex.org/I135218257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071139446","display_name":"Jakub Par\u00e1k","orcid":"https://orcid.org/0000-0002-4617-4992"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]},{"id":"https://openalex.org/I4210133110","display_name":"Tampere University","ror":null,"country_code":"FI","type":null,"lineage":["https://openalex.org/I4210133110"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jakub Parak","raw_affiliation_strings":["Department of Signal Processing, Tampere University of Technology, Tampere, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Signal Processing, Tampere University of Technology, Tampere, Finland","institution_ids":["https://openalex.org/I166825849","https://openalex.org/I4210133110"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069013630","display_name":"Adrian Tarniceriu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Adrian Tarniceriu","raw_affiliation_strings":["PulseOn SA, Neuchatel, Switzerland"],"affiliations":[{"raw_affiliation_string":"PulseOn SA, Neuchatel, Switzerland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073441650","display_name":"Philippe Renevey","orcid":null},"institutions":[{"id":"https://openalex.org/I135218257","display_name":"Swiss Center for Electronics and Microtechnology (Switzerland)","ror":"https://ror.org/05nrrsx06","country_code":"CH","type":"company","lineage":["https://openalex.org/I135218257"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Philippe Renevey","raw_affiliation_strings":["CSEM - Centre Suisse d'Electronique et Microtechnique, Neuchatel, Switzerland"],"affiliations":[{"raw_affiliation_string":"CSEM - Centre Suisse d'Electronique et Microtechnique, Neuchatel, Switzerland","institution_ids":["https://openalex.org/I135218257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056905221","display_name":"Mattia Bertschi","orcid":null},"institutions":[{"id":"https://openalex.org/I135218257","display_name":"Swiss Center for Electronics and Microtechnology (Switzerland)","ror":"https://ror.org/05nrrsx06","country_code":"CH","type":"company","lineage":["https://openalex.org/I135218257"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Mattia Bertschi","raw_affiliation_strings":["CSEM - Centre Suisse d'Electronique et Microtechnique, Neuchatel, Switzerland"],"affiliations":[{"raw_affiliation_string":"CSEM - Centre Suisse d'Electronique et Microtechnique, Neuchatel, Switzerland","institution_ids":["https://openalex.org/I135218257"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087059698","display_name":"Ilkka Korhonen","orcid":"https://orcid.org/0000-0002-5322-8469"},"institutions":[{"id":"https://openalex.org/I4210133110","display_name":"Tampere University","ror":null,"country_code":"FI","type":null,"lineage":["https://openalex.org/I4210133110"]},{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Ilkka Korhonen","raw_affiliation_strings":["Department of Signal Processing, Tampere University of Technology, Tampere, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Signal Processing, Tampere University of Technology, Tampere, Finland","institution_ids":["https://openalex.org/I166825849","https://openalex.org/I4210133110"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5015631143"],"corresponding_institution_ids":["https://openalex.org/I135218257"],"apc_list":null,"apc_paid":null,"fwci":4.2486,"has_fulltext":false,"cited_by_count":54,"citation_normalized_percentile":{"value":0.94494051,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"2015","issue":null,"first_page":"430","last_page":"433"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":1.0,"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":1.0,"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9991999864578247,"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/T11700","display_name":"Hemodynamic Monitoring and Therapy","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/photoplethysmogram","display_name":"Photoplethysmogram","score":0.7799824476242065},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.7713488340377808},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5767179727554321},{"id":"https://openalex.org/keywords/optical-flow","display_name":"Optical flow","score":0.5181118845939636},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.5006251335144043},{"id":"https://openalex.org/keywords/heart-rate","display_name":"Heart rate","score":0.4665486514568329},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.43240296840667725},{"id":"https://openalex.org/keywords/biomedical-engineering","display_name":"Biomedical engineering","score":0.3719240427017212},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2660612463951111},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20864275097846985},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1788749098777771},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.15497252345085144},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12781092524528503},{"id":"https://openalex.org/keywords/blood-pressure","display_name":"Blood pressure","score":0.09347349405288696},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.0921424925327301},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08992677927017212}],"concepts":[{"id":"https://openalex.org/C116390426","wikidata":"https://www.wikidata.org/wiki/Q7187885","display_name":"Photoplethysmogram","level":3,"score":0.7799824476242065},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.7713488340377808},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5767179727554321},{"id":"https://openalex.org/C155542232","wikidata":"https://www.wikidata.org/wiki/Q736111","display_name":"Optical flow","level":3,"score":0.5181118845939636},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.5006251335144043},{"id":"https://openalex.org/C2777953023","wikidata":"https://www.wikidata.org/wiki/Q1073121","display_name":"Heart rate","level":3,"score":0.4665486514568329},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.43240296840667725},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.3719240427017212},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2660612463951111},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20864275097846985},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1788749098777771},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.15497252345085144},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12781092524528503},{"id":"https://openalex.org/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"score":0.09347349405288696},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0921424925327301},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08992677927017212},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[{"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":"D006339","descriptor_name":"Heart Rate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017156","descriptor_name":"Photoplethysmography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017156","descriptor_name":"Photoplethysmography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017156","descriptor_name":"Photoplethysmography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2015.7318391","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2015.7318391","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:26736291","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26736291","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":[{"score":0.46000000834465027,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2063939412","https://openalex.org/W2073792739","https://openalex.org/W2087560482","https://openalex.org/W2117887112","https://openalex.org/W2171767692","https://openalex.org/W2332318080","https://openalex.org/W2487490609"],"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/W2067862553","https://openalex.org/W2777534421"],"abstract_inverted_index":{"PulseOn":[0,68,105,156],"is":[1],"a":[2,77],"wrist-worn":[3,97],"optical":[4],"heart":[5],"rate":[6],"(HR)":[7],"monitor":[8,21],"based":[9],"on":[10],"photoplethysmography.":[11],"It":[12],"utilizes":[13],"multi-wavelength":[14],"technology":[15,69],"and":[16,30,50,65,83,130,143,159],"optimized":[17,51],"sensor":[18],"geometry":[19],"to":[20,34,94,126,162],"blood":[22],"flow":[23],"at":[24],"different":[25,40],"depths":[26],"of":[27,67,80,108,113],"skin":[28],"tissue,":[29],"it":[31],"dynamically":[32],"adapts":[33],"an":[35],"optimal":[36],"measurement":[37],"depth":[38],"in":[39,73],"conditions.":[41],"Movement":[42],"artefacts":[43],"are":[44],"reduced":[45],"by":[46],"adaptive":[47],"movement-cancellation":[48],"algorithms":[49],"mechanics,":[52],"which":[53],"stabilize":[54],"the":[55,63,92],"sensor-to-skin":[56],"contact.":[57],"In":[58,88],"this":[59],"paper,":[60],"we":[61,90],"evaluated":[62],"accuracy":[64,116,144,160],"reliability":[66,106,142,158],"against":[70],"ECG-derived":[71],"HR":[72,167],"laboratory":[74,137],"conditions":[75],"during":[76,85,136,147,169],"wide":[78],"range":[79],"physical":[81],"activities":[82],"also":[84],"outdoor":[86,149],"sports.":[87],"addition,":[89],"compared":[91,125],"performance":[93],"another":[95],"on-the-shelf":[96],"consumer":[98],"product":[99],"Mio":[100,133],"LINK(\u00ae).":[101],"The":[102,152],"results":[103,153],"showed":[104],"(%":[107],"time":[109],"with":[110,115],"error":[111],"<;10bpm)":[112],"94.5%":[114],"(100%":[117],"-":[118],"mean":[119],"absolute":[120],"percentage":[121],"error)":[122],"96.6%":[123],"as":[124],"ECG":[127,166],"(vs":[128],"86.6%":[129],"94.4%":[131],"for":[132],"LINK(\u00ae),":[134],"correspondingly)":[135],"protocol.":[138],"Similar":[139],"or":[140],"better":[141],"was":[145],"seen":[146],"normal":[148],"sports":[150],"activities.":[151],"show":[154],"that":[155],"provides":[157],"similar":[161],"traditional":[163],"chest":[164],"strap":[165],"monitors":[168],"cardiovascular":[170],"exercise.":[171]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}