{"id":"https://openalex.org/W2607480564","doi":"https://doi.org/10.1109/bhi.2017.7897224","title":"Automatic identification of signal quality for heart beat detection in cardiac MEMS signals","display_name":"Automatic identification of signal quality for heart beat detection in cardiac MEMS signals","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2607480564","doi":"https://doi.org/10.1109/bhi.2017.7897224","mag":"2607480564"},"language":"en","primary_location":{"id":"doi:10.1109/bhi.2017.7897224","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi.2017.7897224","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE EMBS International Conference on Biomedical &amp; Health Informatics (BHI)","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/A5107872592","display_name":"Mojtaba Jafari Tadi","orcid":null},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Mojtaba Jafari Tadi","raw_affiliation_strings":["Technology Research Center, University of Turku, Finland"],"affiliations":[{"raw_affiliation_string":"Technology Research Center, University of Turku, Finland","institution_ids":["https://openalex.org/I155660961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069598494","display_name":"Olli Lahdenoja","orcid":"https://orcid.org/0000-0003-2081-600X"},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Olli Lahdenoja","raw_affiliation_strings":["Technology Research Center, University of Turku, Finland"],"affiliations":[{"raw_affiliation_string":"Technology Research Center, University of Turku, Finland","institution_ids":["https://openalex.org/I155660961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082730696","display_name":"Tero Humanen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tero Humanen","raw_affiliation_strings":["Turun Yliopisto, Turku, FI"],"affiliations":[{"raw_affiliation_string":"Turun Yliopisto, Turku, FI","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024930209","display_name":"Juho Koskinen","orcid":"https://orcid.org/0009-0006-4219-6015"},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Juho Koskinen","raw_affiliation_strings":["Technology Research Center, University of Turku, Finland"],"affiliations":[{"raw_affiliation_string":"Technology Research Center, University of Turku, Finland","institution_ids":["https://openalex.org/I155660961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071372184","display_name":"Mikko P\u00e4nk\u00e4\u00e4l\u00e4","orcid":"https://orcid.org/0000-0001-6108-9975"},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Mikko Pankaala","raw_affiliation_strings":["Technology Research Center, University of Turku, Finland"],"affiliations":[{"raw_affiliation_string":"Technology Research Center, University of Turku, Finland","institution_ids":["https://openalex.org/I155660961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060233962","display_name":"Tero Koivisto","orcid":"https://orcid.org/0000-0003-3792-8999"},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Tero Koivisto","raw_affiliation_strings":["Technology Research Center, University of Turku, Finland"],"affiliations":[{"raw_affiliation_string":"Technology Research Center, University of Turku, Finland","institution_ids":["https://openalex.org/I155660961"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5107872592"],"corresponding_institution_ids":["https://openalex.org/I155660961"],"apc_list":null,"apc_paid":null,"fwci":0.5098,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.62599351,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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":0.9988999962806702,"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":0.9944999814033508,"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/heartbeat","display_name":"Heartbeat","score":0.9205607175827026},{"id":"https://openalex.org/keywords/gyroscope","display_name":"Gyroscope","score":0.79515540599823},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.7436798810958862},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6738103032112122},{"id":"https://openalex.org/keywords/waveform","display_name":"Waveform","score":0.6522330045700073},{"id":"https://openalex.org/keywords/microelectromechanical-systems","display_name":"Microelectromechanical systems","score":0.540999174118042},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.5152402520179749},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.49941444396972656},{"id":"https://openalex.org/keywords/vibrating-structure-gyroscope","display_name":"Vibrating structure gyroscope","score":0.4953421652317047},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49308010935783386},{"id":"https://openalex.org/keywords/beat","display_name":"Beat (acoustics)","score":0.4855186939239502},{"id":"https://openalex.org/keywords/heart-beat","display_name":"Heart beat","score":0.4711179733276367},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4203028380870819},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39957940578460693},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.333122193813324},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.26640111207962036},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.26639324426651},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.232863187789917},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.10937988758087158},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10583764314651489},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10129690170288086},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09879675507545471}],"concepts":[{"id":"https://openalex.org/C13852961","wikidata":"https://www.wikidata.org/wiki/Q17021880","display_name":"Heartbeat","level":2,"score":0.9205607175827026},{"id":"https://openalex.org/C158488048","wikidata":"https://www.wikidata.org/wiki/Q483400","display_name":"Gyroscope","level":2,"score":0.79515540599823},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.7436798810958862},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6738103032112122},{"id":"https://openalex.org/C197424946","wikidata":"https://www.wikidata.org/wiki/Q1165717","display_name":"Waveform","level":3,"score":0.6522330045700073},{"id":"https://openalex.org/C37977207","wikidata":"https://www.wikidata.org/wiki/Q175561","display_name":"Microelectromechanical systems","level":2,"score":0.540999174118042},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.5152402520179749},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.49941444396972656},{"id":"https://openalex.org/C72768775","wikidata":"https://www.wikidata.org/wiki/Q844456","display_name":"Vibrating structure gyroscope","level":3,"score":0.4953421652317047},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49308010935783386},{"id":"https://openalex.org/C189809214","wikidata":"https://www.wikidata.org/wiki/Q829522","display_name":"Beat (acoustics)","level":2,"score":0.4855186939239502},{"id":"https://openalex.org/C2982892191","wikidata":"https://www.wikidata.org/wiki/Q253408","display_name":"Heart beat","level":2,"score":0.4711179733276367},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4203028380870819},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39957940578460693},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.333122193813324},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.26640111207962036},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.26639324426651},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.232863187789917},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.10937988758087158},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10583764314651489},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10129690170288086},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09879675507545471},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"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/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bhi.2017.7897224","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi.2017.7897224","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE EMBS International Conference on Biomedical &amp; Health Informatics (BHI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.6100000143051147,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321855","display_name":"Tekes","ror":"https://ror.org/02ag8cq23"},{"id":"https://openalex.org/F4320336789","display_name":"Turun yliopiston tutkijakoulu","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1945317448","https://openalex.org/W1977380781","https://openalex.org/W2087385144","https://openalex.org/W2094437655","https://openalex.org/W2148325642","https://openalex.org/W2276374818","https://openalex.org/W2286117397","https://openalex.org/W2333167258","https://openalex.org/W2397572385","https://openalex.org/W2523832693","https://openalex.org/W2538417006","https://openalex.org/W2591629073","https://openalex.org/W2763868605","https://openalex.org/W4233421246","https://openalex.org/W6695199455","https://openalex.org/W6745257440","https://openalex.org/W7073546924"],"related_works":["https://openalex.org/W2018733833","https://openalex.org/W4320019880","https://openalex.org/W2039007435","https://openalex.org/W2138812454","https://openalex.org/W2185308786","https://openalex.org/W2363375256","https://openalex.org/W2098613962","https://openalex.org/W2387531099","https://openalex.org/W4395470774","https://openalex.org/W2036775971"],"abstract_inverted_index":{"Rapidly":[0],"growing":[1],"number":[2],"of":[3,29,41,47,52,72,80,95,109,140,156,185],"heart":[4],"monitoring":[5],"systems":[6],"based":[7,25],"on":[8,26,106],"microelectromechanical":[9],"sensor":[10,49],"(MEMS)":[11],"devices":[12],"demands":[13],"highly":[14],"accurate":[15],"processing":[16],"algorithms":[17],"for":[18,104,118,165],"indicating":[19],"heartbeat":[20,123],"location.":[21],"In":[22,113],"clinical":[23],"applications":[24],"the":[27,33,48,53,61,67,78,82,100,107,110,116,119,131,152,166,181],"analysis":[28],"cardiovascular":[30],"mechanical":[31],"motion,":[32],"signal":[34,68],"may":[35],"vary":[36],"due":[37],"to":[38,60,66,76],"a":[39],"variety":[40],"reasons":[42,58],"including":[43],"motion":[44],"artifacts,":[45],"location":[46],"and":[50,90,97,125,146,154,158,171,183,187],"posture":[51,108],"person":[54],"being":[55],"tested.":[56],"Also":[57],"related":[59],"internal":[62],"device":[63],"characteristics":[64],"affect":[65],"formation.":[69],"The":[70,93],"purpose":[71],"this":[73,114],"paper":[74],"is":[75,122],"address":[77],"problem":[79],"selecting":[81,130],"best":[83],"axis":[84,120,133],"when":[85],"using":[86,162,176],"3-axis":[87],"MEMS":[88],"accelerometer":[89],"gyroscope":[91],"sensors.":[92],"formation":[94],"noise":[96],"artifacts":[98],"in":[99,138,161],"observed":[101],"data":[102],"depends,":[103],"example,":[105],"monitored":[111],"person.":[112],"paper,":[115],"application":[117],"selection":[121],"detection,":[124],"we":[126,150,179],"show":[127],"that":[128],"by":[129],"optimal":[132],"benefits":[134],"can":[135],"be":[136],"obtained":[137,151,180],"terms":[139],"detection":[141],"accuracy.":[142],"With":[143,175],"10-fold":[144],"cross-validation":[145],"with":[147],"KSVM":[148],"classifier":[149],"sensitivity":[153,182],"specificity":[155,184],"83.9%":[157],"86.1%,":[159],"respectively,":[160],"seismocardiogram":[163],"waveform":[164],"sepatation":[167],"between":[168],"good":[169],"quality":[170,173],"low":[172],"data.":[174],"gyrocardiogram":[177],"waveforms":[178],"95.9%":[186],"80.0%,":[188],"respectively.":[189]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
