{"id":"https://openalex.org/W2537720422","doi":"https://doi.org/10.1109/embc.2016.7591210","title":"Missing RRI interpolation for HRV analysis using locally-weighted partial least squares regression","display_name":"Missing RRI interpolation for HRV analysis using locally-weighted partial least squares regression","publication_year":2016,"publication_date":"2016-08-01","ids":{"openalex":"https://openalex.org/W2537720422","doi":"https://doi.org/10.1109/embc.2016.7591210","mag":"2537720422","pmid":"https://pubmed.ncbi.nlm.nih.gov/28268805"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2016.7591210","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2016.7591210","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 38th 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/A5102435393","display_name":"Keisuke Kamata","orcid":null},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Keisuke Kamata","raw_affiliation_strings":["Dept. of Systems Science, Kyoto University, Kyoto, JAPAN"],"affiliations":[{"raw_affiliation_string":"Dept. of Systems Science, Kyoto University, Kyoto, JAPAN","institution_ids":["https://openalex.org/I22299242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062335613","display_name":"Koichi Fujiwara","orcid":"https://orcid.org/0000-0002-2929-0561"},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Koichi Fujiwara","raw_affiliation_strings":["Dept. of Systems Science, Kyoto University, Kyoto, JAPAN"],"affiliations":[{"raw_affiliation_string":"Dept. of Systems Science, Kyoto University, Kyoto, JAPAN","institution_ids":["https://openalex.org/I22299242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113508633","display_name":"Toshiki Yamakawa","orcid":null},"institutions":[{"id":"https://openalex.org/I96036126","display_name":"Kumamoto University","ror":"https://ror.org/02cgss904","country_code":"JP","type":"education","lineage":["https://openalex.org/I96036126"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Toshiki Yamakawa","raw_affiliation_strings":["Kumamoto University, JAPAN"],"affiliations":[{"raw_affiliation_string":"Kumamoto University, JAPAN","institution_ids":["https://openalex.org/I96036126"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034630360","display_name":"Manabu Kano","orcid":"https://orcid.org/0000-0002-2325-1043"},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Manabu Kano","raw_affiliation_strings":["Dept. of Systems Science, Kyoto University, Kyoto, JAPAN"],"affiliations":[{"raw_affiliation_string":"Dept. of Systems Science, Kyoto University, Kyoto, JAPAN","institution_ids":["https://openalex.org/I22299242"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102435393"],"corresponding_institution_ids":["https://openalex.org/I22299242"],"apc_list":null,"apc_paid":null,"fwci":0.4603,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.64912148,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"115","issue":null,"first_page":"2386","last_page":"2389"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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":0.9929999709129333,"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/interpolation","display_name":"Interpolation (computer graphics)","score":0.8103687167167664},{"id":"https://openalex.org/keywords/heart-rate-variability","display_name":"Heart rate variability","score":0.6867236495018005},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.4962370991706848},{"id":"https://openalex.org/keywords/partial-least-squares-regression","display_name":"Partial least squares regression","score":0.48565804958343506},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4569426476955414},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.40031522512435913},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3682439625263214},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3101024031639099},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1771981120109558},{"id":"https://openalex.org/keywords/heart-rate","display_name":"Heart rate","score":0.12176281213760376}],"concepts":[{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.8103687167167664},{"id":"https://openalex.org/C71635504","wikidata":"https://www.wikidata.org/wiki/Q933954","display_name":"Heart rate variability","level":4,"score":0.6867236495018005},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.4962370991706848},{"id":"https://openalex.org/C22354355","wikidata":"https://www.wikidata.org/wiki/Q422009","display_name":"Partial least squares regression","level":2,"score":0.48565804958343506},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4569426476955414},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.40031522512435913},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3682439625263214},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3101024031639099},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1771981120109558},{"id":"https://openalex.org/C2777953023","wikidata":"https://www.wikidata.org/wiki/Q1073121","display_name":"Heart rate","level":3,"score":0.12176281213760376},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","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":"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":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016018","descriptor_name":"Least-Squares Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016018","descriptor_name":"Least-Squares Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016018","descriptor_name":"Least-Squares Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2016.7591210","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2016.7591210","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:28268805","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28268805","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":[{"display_name":"Good health and well-being","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2032058792","https://openalex.org/W2073503722","https://openalex.org/W2133589238","https://openalex.org/W2156075695","https://openalex.org/W2291600068","https://openalex.org/W2297272419","https://openalex.org/W2342906508","https://openalex.org/W6704461796"],"related_works":["https://openalex.org/W4380150146","https://openalex.org/W3024870410","https://openalex.org/W2410652950","https://openalex.org/W4283773154","https://openalex.org/W3139174110","https://openalex.org/W4289597203","https://openalex.org/W2085630472","https://openalex.org/W1977098485","https://openalex.org/W4285201053","https://openalex.org/W2753779043"],"abstract_inverted_index":{"The":[0,73,88,115,135],"R-R":[1],"interval":[2],"(RRI)":[3],"fluctuation":[4],"in":[5,109,145],"electrocardiogram":[6],"(ECG)":[7],"is":[8,50,102],"called":[9],"heart":[10],"rate":[11],"variability":[12],"(HRV).":[13],"Since":[14],"HRV":[15,71],"reflects":[16],"autonomic":[17],"nervous":[18],"function,":[19],"HRV-based":[20,40],"health":[21,41],"monitoring":[22,42],"services,":[23,43],"such":[24],"as":[25],"stress":[26],"estimation,":[27],"drowsy":[28],"driving":[29],"detection,":[30],"and":[31],"epileptic":[32],"seizure":[33],"prediction,":[34],"have":[35],"been":[36],"proposed.":[37],"In":[38],"these":[39],"precise":[44],"R":[45,53],"wave":[46],"detection":[47],"from":[48,132],"ECG":[49,61],"required;":[51],"however,":[52],"waves":[54],"cannot":[55],"always":[56],"be":[57,67],"detected":[58],"due":[59],"to":[60],"artifacts.":[62],"Missing":[63],"RRI":[64,79,99,129],"data":[65,130],"should":[66],"interpolated":[68],"appropriately":[69],"for":[70,98],"analysis.":[72],"present":[74],"work":[75],"proposes":[76],"a":[77,103,124,148],"missing":[78],"interpolation":[80,138,143,150],"method":[81,90,107,120,139],"by":[82],"utilizing":[83],"using":[84],"just-in-time":[85],"(JIT)":[86],"modeling.":[87],"proposed":[89,119,136],"adopts":[91],"locally":[92],"weighted":[93],"partial":[94],"least":[95],"squares":[96],"(LW-PLS)":[97],"interpolation,":[100],"which":[101],"well-known":[104],"JIT":[105],"modeling":[106],"used":[108],"the":[110,118,142],"filed":[111],"of":[112,117,127],"process":[113],"control.":[114],"usefulness":[116],"was":[121],"demonstrated":[122],"through":[123],"case":[125],"study":[126],"real":[128],"collected":[131],"healthy":[133],"persons.":[134],"JIT-based":[137],"could":[140],"improve":[141],"accuracy":[144],"comparison":[146],"with":[147],"static":[149],"method.":[151]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
