{"id":"https://openalex.org/W4400449382","doi":"https://doi.org/10.1109/metroind4.0iot61288.2024.10584238","title":"Comparison between heart rate estimated by single-lead ECG and optical-based wearable systems during outdoor running","display_name":"Comparison between heart rate estimated by single-lead ECG and optical-based wearable systems during outdoor running","publication_year":2024,"publication_date":"2024-05-29","ids":{"openalex":"https://openalex.org/W4400449382","doi":"https://doi.org/10.1109/metroind4.0iot61288.2024.10584238"},"language":"en","primary_location":{"id":"doi:10.1109/metroind4.0iot61288.2024.10584238","is_oa":false,"landing_page_url":"https://doi.org/10.1109/metroind4.0iot61288.2024.10584238","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Workshop on Metrology for Industry 4.0 &amp;amp; IoT (MetroInd4.0 &amp;amp; IoT)","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/A5048168670","display_name":"Carlo Massaroni","orcid":"https://orcid.org/0000-0002-3090-5623"},"institutions":[{"id":"https://openalex.org/I4210143387","display_name":"Campus Bio Medico University Hospital","ror":"https://ror.org/04gqbd180","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210143387"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Carlo Massaroni","raw_affiliation_strings":["Universit&#x00E0; Campus Bio-Medico di Roma,Fondazione Policlinico Campus Bio-Medico,Rome,Italy"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; Campus Bio-Medico di Roma,Fondazione Policlinico Campus Bio-Medico,Rome,Italy","institution_ids":["https://openalex.org/I4210143387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042560569","display_name":"Sergio Silvestri","orcid":"https://orcid.org/0000-0002-5863-8336"},"institutions":[{"id":"https://openalex.org/I155125353","display_name":"Universit\u00e0 Campus Bio-Medico","ror":"https://ror.org/04gqx4x78","country_code":"IT","type":"education","lineage":["https://openalex.org/I155125353"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sergio Silvestri","raw_affiliation_strings":["Universit&#x00E0; Campus Bio-Medico di Roma,Rome,Italy"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; Campus Bio-Medico di Roma,Rome,Italy","institution_ids":["https://openalex.org/I155125353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026033118","display_name":"Emiliano Schena","orcid":"https://orcid.org/0000-0002-9696-1265"},"institutions":[{"id":"https://openalex.org/I4210143387","display_name":"Campus Bio Medico University Hospital","ror":"https://ror.org/04gqbd180","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210143387"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Emiliano Schena","raw_affiliation_strings":["Universit&#x00E0; Campus Bio-Medico di Roma,Fondazione Policlinico Campus Bio-Medico,Rome,Italy"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; Campus Bio-Medico di Roma,Fondazione Policlinico Campus Bio-Medico,Rome,Italy","institution_ids":["https://openalex.org/I4210143387"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5048168670"],"corresponding_institution_ids":["https://openalex.org/I4210143387"],"apc_list":null,"apc_paid":null,"fwci":0.2095,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.46727418,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"407","last_page":"411"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9876000285148621,"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":0.9876000285148621,"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":0.9588000178337097,"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/T11209","display_name":"Cardiovascular and exercise physiology","score":0.9519000053405762,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative 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/wearable-computer","display_name":"Wearable computer","score":0.7797694206237793},{"id":"https://openalex.org/keywords/lead","display_name":"Lead (geology)","score":0.6348778605461121},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5869760513305664},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.45980894565582275},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3484097719192505},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3001638948917389},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.06381857395172119}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.7797694206237793},{"id":"https://openalex.org/C2777093003","wikidata":"https://www.wikidata.org/wiki/Q6508345","display_name":"Lead (geology)","level":2,"score":0.6348778605461121},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5869760513305664},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.45980894565582275},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3484097719192505},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3001638948917389},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.06381857395172119},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/metroind4.0iot61288.2024.10584238","is_oa":false,"landing_page_url":"https://doi.org/10.1109/metroind4.0iot61288.2024.10584238","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Workshop on Metrology for Industry 4.0 &amp;amp; IoT (MetroInd4.0 &amp;amp; IoT)","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":30,"referenced_works":["https://openalex.org/W80186501","https://openalex.org/W2061520159","https://openalex.org/W2078947450","https://openalex.org/W2204117563","https://openalex.org/W2277308890","https://openalex.org/W2295738335","https://openalex.org/W2343412983","https://openalex.org/W2597782088","https://openalex.org/W2740969659","https://openalex.org/W2774442651","https://openalex.org/W2787184052","https://openalex.org/W2797129112","https://openalex.org/W2897548324","https://openalex.org/W2945396584","https://openalex.org/W2946196578","https://openalex.org/W2982688549","https://openalex.org/W3005348902","https://openalex.org/W3021654113","https://openalex.org/W3082372457","https://openalex.org/W3157212560","https://openalex.org/W3210003497","https://openalex.org/W4303613760","https://openalex.org/W4321482187","https://openalex.org/W4366452639","https://openalex.org/W4377007656","https://openalex.org/W4380087161","https://openalex.org/W4386814306","https://openalex.org/W4388579700","https://openalex.org/W4389613480","https://openalex.org/W4392023156"],"related_works":["https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2566526749","https://openalex.org/W2907667791","https://openalex.org/W3047461507","https://openalex.org/W3126390843","https://openalex.org/W4245880644","https://openalex.org/W4312415459"],"abstract_inverted_index":{"Monitoring":[0],"physiological":[1],"variables,":[2],"especially":[3],"heart":[4],"rate":[5],"(HR),":[6],"is":[7],"beneficial":[8],"during":[9,64,93,131],"physical":[10],"activities":[11],"due":[12],"to":[13,16],"its":[14],"responsiveness":[15],"exertion":[17],"and":[18,34,58,79,107],"fatigue":[19],"levels.":[20],"Research":[21],"has":[22],"extensively":[23],"explored":[24],"wearable":[25,31,48,127],"devices":[26,33,92,128],"for":[27],"HR":[28,41,86,121],"estimation,":[29],"particularly":[30],"ECG":[32,61],"optical-based":[35],"wristbands.This":[36],"pilot":[37],"study":[38],"compares":[39],"the":[40,90,94,125,132,146,150],"values":[42,122],"estimated":[43],"by":[44,89,124],"two":[45,91,126],"differently":[46],"designed":[47],"systems":[49],"(i.e.,":[50],"a":[51,59,108],"fitness":[52],"watch":[53],"with":[54,97,135],"an":[55,65,98,136],"optical":[56],"sensor":[57],"single-lead":[60],"chest":[62],"belt)":[63],"outdoor":[66],"running":[67,95,147],"session.":[68],"The":[69],"session":[70],"consisted":[71],"of":[72,105,113,139],"various":[73],"stages,":[74],"including":[75],"warm-up,":[76],"active":[77],"running,":[78],"recovery.Our":[80],"findings":[81],"reveal":[82],"good":[83],"agreement":[84],"among":[85,120],"data":[87],"collected":[88,123],"phase,":[96,134],"average":[99,137],"Mean":[100,109],"Absolute":[101,110],"Percentage":[102],"Error":[103,111],"(MAPE)":[104],"1.5%":[106],"(MAE)":[112],"3":[114],"beats":[115],"per":[116],"minute.":[117],"Higher":[118],"differences":[119],"were":[129],"observed":[130],"warm-up":[133],"MAPE":[138],"16.7":[140],"%":[141,153],"\u00b1":[142,154],"5.5":[143],"%,":[144],"while":[145],"phase":[148],"had":[149],"lowest":[151],"(1.5":[152],"0.8":[155],"%).":[156]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
