{"id":"https://openalex.org/W4405488967","doi":"https://doi.org/10.1109/embc53108.2024.10781795","title":"Heart Rate Imputation Using Accelerometers for Wearable Devices","display_name":"Heart Rate Imputation Using Accelerometers for Wearable Devices","publication_year":2024,"publication_date":"2024-07-15","ids":{"openalex":"https://openalex.org/W4405488967","doi":"https://doi.org/10.1109/embc53108.2024.10781795","pmid":"https://pubmed.ncbi.nlm.nih.gov/40039233"},"language":"en","primary_location":{"id":"doi:10.1109/embc53108.2024.10781795","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc53108.2024.10781795","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 46th 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/A5113500337","display_name":"Byeongjin Choe","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Byeongjin Choe","raw_affiliation_strings":["Samsung Research Samsung Electronics,Seoul,Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung Research Samsung Electronics,Seoul,Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005208754","display_name":"Hong Yoon Kim","orcid":"https://orcid.org/0009-0006-2897-188X"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hong Yoon Kim","raw_affiliation_strings":["Samsung Research Samsung Electronics,Seoul,Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung Research Samsung Electronics,Seoul,Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115513370","display_name":"Jaehun Uhm","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jaehun Uhm","raw_affiliation_strings":["Samsung Research Samsung Electronics,Seoul,Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung Research Samsung Electronics,Seoul,Korea","institution_ids":["https://openalex.org/I2250650973"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I2250650973"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20064768,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2024","issue":null,"first_page":"1","last_page":"5"},"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9966999888420105,"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":0.9957000017166138,"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/accelerometer","display_name":"Accelerometer","score":0.8514941930770874},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.6981039643287659},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6886346936225891},{"id":"https://openalex.org/keywords/imputation","display_name":"Imputation (statistics)","score":0.6227768659591675},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.5431498885154724},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3836832642555237},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.2456659972667694},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.08960533142089844},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07786676287651062},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.06461438536643982}],"concepts":[{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.8514941930770874},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6981039643287659},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6886346936225891},{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.6227768659591675},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.5431498885154724},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3836832642555237},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2456659972667694},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.08960533142089844},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07786676287651062},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.06461438536643982}],"mesh":[{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"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":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","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":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","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":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D017156","descriptor_name":"Photoplethysmography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D061725","descriptor_name":"Accelerometry","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D061725","descriptor_name":"Accelerometry","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D061725","descriptor_name":"Accelerometry","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D061725","descriptor_name":"Accelerometry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D061725","descriptor_name":"Accelerometry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D061725","descriptor_name":"Accelerometry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc53108.2024.10781795","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc53108.2024.10781795","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:40039233","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40039233","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2005741801","https://openalex.org/W2034329102","https://openalex.org/W2082046021","https://openalex.org/W2294523693","https://openalex.org/W2296504842","https://openalex.org/W2694326235","https://openalex.org/W2793102850","https://openalex.org/W2891220451","https://openalex.org/W2912732526","https://openalex.org/W2943541732","https://openalex.org/W2962182608","https://openalex.org/W2964052309","https://openalex.org/W2980994438","https://openalex.org/W3177318507","https://openalex.org/W4382203079","https://openalex.org/W4383551253"],"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/W3047461507","https://openalex.org/W3126390843","https://openalex.org/W4245880644","https://openalex.org/W4312415459","https://openalex.org/W2528680939"],"abstract_inverted_index":{"Heart":[0],"rate":[1],"(HR)":[2],"estimation":[3,35],"from":[4,51],"photoplethysmography":[5],"(PPG)":[6],"signals":[7,19],"is":[8,53,125],"a":[9,61,84],"vital":[10],"component":[11],"of":[12,43,146],"many":[13],"health":[14,147],"monitoring":[15,148],"systems.":[16],"However,":[17],"PPG":[18,52],"are":[20],"susceptible":[21],"to":[22,28,64,142],"motion":[23,45],"artifacts,":[24],"which":[25],"can":[26],"lead":[27],"inaccurate":[29],"HR":[30,34,49,71,95,116,160],"measurements.":[31,96],"Moreover,":[32],"PPG-based":[33],"often":[36],"encounters":[37],"catastrophic":[38,66],"failures":[39,67],"in":[40,76,128,163],"the":[41,119,140,144],"presence":[42],"excessive":[44],"artifacts":[46],"where":[47],"reliable":[48],"reading":[50],"not":[54],"possible.":[55],"In":[56],"this":[57],"study,":[58],"we":[59],"introduce":[60],"novel":[62],"approach":[63,124],"reducing":[65],"by":[68,111],"imputing":[69],"missing":[70],"using":[72],"tri-axial":[73],"accelerometer":[74,91,113],"data":[75,92,114],"consumer-grade":[77],"smart":[78],"watches.":[79],"Our":[80,97],"proposed":[81],"method":[82,106],"employs":[83],"lightweight":[85],"neural":[86],"network":[87],"model":[88],"that":[89,104,122],"leverages":[90],"and":[93,157],"past":[94],"experimental":[98],"results":[99,120],"on":[100],"two":[101],"datasets":[102],"demonstrate":[103],"our":[105,123],"outperforms":[107],"existing":[108],"baseline":[109],"methods":[110],"incorporating":[112],"during":[115],"imputation.":[117],"Furthermore,":[118],"show":[121],"particularly":[126],"effective":[127],"certain":[129],"scenarios,":[130],"such":[131],"as":[132],"when":[133],"activity":[134],"transitions":[135],"occur.":[136],"This":[137],"study":[138],"has":[139],"potential":[141],"improve":[143],"reliability":[145],"systems,":[149],"making":[150],"them":[151],"more":[152],"suitable":[153],"for":[154],"real-world":[155],"use":[156],"providing":[158],"accurate":[159],"measurements":[161],"even":[162],"challenging":[164],"conditions.":[165]},"counts_by_year":[],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}