{"id":"https://openalex.org/W2850678478","doi":"https://doi.org/10.1109/siu.2018.8404255","title":"Cuff-less continuous blood pressure estimation from Electrocardiogram(ECG) and Photoplethysmography (PPG) signals with artificial neural network","display_name":"Cuff-less continuous blood pressure estimation from Electrocardiogram(ECG) and Photoplethysmography (PPG) signals with artificial neural network","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2850678478","doi":"https://doi.org/10.1109/siu.2018.8404255","mag":"2850678478"},"language":"en","primary_location":{"id":"doi:10.1109/siu.2018.8404255","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2018.8404255","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 26th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/20.500.12684/5426","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016254260","display_name":"\u00dcmit \u015eent\u00fcrk","orcid":"https://orcid.org/0000-0001-9610-9550"},"institutions":[{"id":"https://openalex.org/I54001450","display_name":"D\u00fczce \u00dcniversitesi","ror":"https://ror.org/04175wc52","country_code":"TR","type":"education","lineage":["https://openalex.org/I54001450"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Umit Senturk","raw_affiliation_strings":["Duzce Universitesi, Duzce, TR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Duzce Universitesi, Duzce, TR","institution_ids":["https://openalex.org/I54001450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013014188","display_name":"\u0130brahim Y\u00fcceda\u011f","orcid":"https://orcid.org/0000-0003-2975-7392"},"institutions":[{"id":"https://openalex.org/I54001450","display_name":"D\u00fczce \u00dcniversitesi","ror":"https://ror.org/04175wc52","country_code":"TR","type":"education","lineage":["https://openalex.org/I54001450"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ibrahim Yucedag","raw_affiliation_strings":["Duzce Universitesi, Duzce, TR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Duzce Universitesi, Duzce, TR","institution_ids":["https://openalex.org/I54001450"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058883368","display_name":"Kemal Polat","orcid":"https://orcid.org/0000-0003-1840-9958"},"institutions":[{"id":"https://openalex.org/I76973811","display_name":"Bolu Abant \u0130zzet Baysal University","ror":"https://ror.org/01x1kqx83","country_code":"TR","type":"education","lineage":["https://openalex.org/I76973811"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Kemal Polat","raw_affiliation_strings":["Abant Izzet Baysal Universitesi, Bolu, TR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Abant Izzet Baysal Universitesi, Bolu, TR","institution_ids":["https://openalex.org/I76973811"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5016254260"],"corresponding_institution_ids":["https://openalex.org/I54001450"],"apc_list":null,"apc_paid":null,"fwci":1.1144,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.76187567,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"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":0.9987000226974487,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9973000288009644,"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/photoplethysmogram","display_name":"Photoplethysmogram","score":0.9108818769454956},{"id":"https://openalex.org/keywords/blood-pressure","display_name":"Blood pressure","score":0.6741277575492859},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.632371723651886},{"id":"https://openalex.org/keywords/heartbeat","display_name":"Heartbeat","score":0.5862138271331787},{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.4945466220378876},{"id":"https://openalex.org/keywords/cuff","display_name":"Cuff","score":0.49177315831184387},{"id":"https://openalex.org/keywords/standard-deviation","display_name":"Standard deviation","score":0.4712028205394745},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.461273193359375},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.458343505859375},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.45042264461517334},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43964701890945435},{"id":"https://openalex.org/keywords/electrocardiography","display_name":"Electrocardiography","score":0.42337512969970703},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.414857417345047},{"id":"https://openalex.org/keywords/biomedical-engineering","display_name":"Biomedical engineering","score":0.3847256600856781},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2919502556324005},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.2842509150505066},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.24962764978408813},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.16962751746177673},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1499151587486267},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.12165781855583191},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.09686613082885742}],"concepts":[{"id":"https://openalex.org/C116390426","wikidata":"https://www.wikidata.org/wiki/Q7187885","display_name":"Photoplethysmogram","level":3,"score":0.9108818769454956},{"id":"https://openalex.org/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"score":0.6741277575492859},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.632371723651886},{"id":"https://openalex.org/C13852961","wikidata":"https://www.wikidata.org/wiki/Q17021880","display_name":"Heartbeat","level":2,"score":0.5862138271331787},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.4945466220378876},{"id":"https://openalex.org/C2780017030","wikidata":"https://www.wikidata.org/wiki/Q368366","display_name":"Cuff","level":2,"score":0.49177315831184387},{"id":"https://openalex.org/C22679943","wikidata":"https://www.wikidata.org/wiki/Q159375","display_name":"Standard deviation","level":2,"score":0.4712028205394745},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.461273193359375},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.458343505859375},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.45042264461517334},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43964701890945435},{"id":"https://openalex.org/C2780040984","wikidata":"https://www.wikidata.org/wiki/Q79785","display_name":"Electrocardiography","level":2,"score":0.42337512969970703},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.414857417345047},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.3847256600856781},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2919502556324005},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.2842509150505066},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.24962764978408813},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.16962751746177673},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1499151587486267},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.12165781855583191},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.09686613082885742},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"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":[],"locations_count":2,"locations":[{"id":"doi:10.1109/siu.2018.8404255","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2018.8404255","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 26th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"},{"id":"pmh:oai:acikerisim.duzce.edu.tr:20.500.12684/5426","is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.12684/5426","pdf_url":null,"source":{"id":"https://openalex.org/S4377196355","display_name":"DSpace - D\u00fczce (Duzce University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I54001450","host_organization_name":"D\u00fczce \u00dcniversitesi","host_organization_lineage":["https://openalex.org/I54001450"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conferenceObject"}],"best_oa_location":{"id":"pmh:oai:acikerisim.duzce.edu.tr:20.500.12684/5426","is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.12684/5426","pdf_url":null,"source":{"id":"https://openalex.org/S4377196355","display_name":"DSpace - D\u00fczce (Duzce University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I54001450","host_organization_name":"D\u00fczce \u00dcniversitesi","host_organization_lineage":["https://openalex.org/I54001450"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1968476735","https://openalex.org/W2078742622","https://openalex.org/W2124909584","https://openalex.org/W2162273778","https://openalex.org/W2431637923","https://openalex.org/W2473019555","https://openalex.org/W2758839352"],"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/W4385543909","https://openalex.org/W4318970012","https://openalex.org/W1563759972"],"abstract_inverted_index":{"Continuous":[0],"blood":[1,18,36,41,117,214,235],"measurement":[2,20],"important":[3],"information":[4],"about":[5],"the":[6,10,62,108,124,143,155,158,163,166,173,189,209],"health":[7],"status":[8],"of":[9,110],"individuals.":[11],"Conventional":[12],"methods":[13],"use":[14],"a":[15,31],"cuff":[16],"for":[17,44],"pressure":[19,37,42,118,215,236],"and":[21,39,53,58,70,76,78,93,97,132,162,176,188,195,223],"cannot":[22],"be":[23,228],"measured":[24,229],"continuously.":[25],"In":[26,219],"this":[27,220],"study,":[28,221],"we":[29],"proposed":[30,210],"system":[32,148],"that":[33,208],"estimates":[34],"systolic":[35],"(SP)":[38],"diastolic":[40],"(DP)":[43],"each":[45,84],"heart":[46],"beat":[47],"by":[48,102,153,165],"extracting":[49],"attributes":[50,106],"from":[51,61,91,123],"ECG":[52,57,92,131],"PPG":[54,59,94,133],"signals.":[55,95,134],"Simultaneous":[56],"signals":[60,136],"PhysioNet":[63,125],"Database":[64],"are":[65],"pre-processed":[66],"(denoising,":[67],"artifact":[68],"cleaning":[69],"baseline":[71],"wandering)":[72],"to":[73,107],"remove":[74],"noise":[75],"artifacts":[77],"segmented":[79],"into":[80],"R-R":[81],"peaks.":[82],"For":[83],"heartbeat,":[85],"22-time":[86],"domain":[87],"features":[88],"were":[89,100],"extracted":[90],"SP":[96,175,178,222],"DP":[98,194,197,224],"values":[99,161,179,198,225],"estimated":[101,159,193],"introducing":[103],"these":[104],"22":[105],"model":[109,211],"Lavenberg-Marquardt":[111],"artificial":[112,144],"neural":[113,145],"networks":[114],"(ANN).":[115],"Arterial":[116],"(ABP)":[119],"was":[120],"also":[121,227],"taken":[122],"MIMIC":[126],"II":[127],"database":[128],"along":[129],"with":[130,216],"ABP":[135,160],"have":[137,206],"been":[138,151],"used":[139],"as":[140],"targets":[141],"in":[142,234],"network.":[146],"The":[147,169,203],"performance":[149,170,190],"has":[150,212],"evaluated":[152],"calculating":[154],"difference":[156],"between":[157,172,192],"actual":[164,177,196],"ANN":[167],"model.":[168],"value":[171,191],"predicted":[174,213],"is":[180,199],"-0.14":[181],"\u00b1":[182,185,201],"2.55":[183],"(mean":[184],"standard":[186],"deviation)":[187],"-0.004":[200],"1.6.":[202],"obtained":[204],"results":[205],"shown":[207],"high":[217],"accuracy.":[218],"can":[226],"directly":[230],"without":[231],"any":[232],"calibration":[233],"estimation.":[237]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-05-10T08:33:47.465468","created_date":"2025-10-10T00:00:00"}
