{"id":"https://openalex.org/W2759265256","doi":null,"title":"Signal Processing Methods for Heart Rate Detection Using the Seismocardiogram","display_name":"Signal Processing Methods for Heart Rate Detection Using the Seismocardiogram","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2759265256","mag":"2759265256"},"language":"en","primary_location":{"id":"pmh:oai:ecommons.usask.ca:10388/7477","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10388/7477","pdf_url":"https://harvest.usask.ca/bitstreams/e4452228-e9e5-47c8-8c3e-59111ba4695c/download","source":{"id":"https://openalex.org/S4377196608","display_name":"University Library - University of Saskatchewan (University of Saskatchewan)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I32625721","host_organization_name":"University of Saskatchewan","host_organization_lineage":["https://openalex.org/I32625721"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Thesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://harvest.usask.ca/bitstreams/e4452228-e9e5-47c8-8c3e-59111ba4695c/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027226323","display_name":"Mahsa Mafi","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Mahsa Mafi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5027226323"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"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":0.7445999979972839,"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":0.7445999979972839,"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":0.23340000212192535,"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":0.015200000256299973,"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-detection","display_name":"heartbeat detection","score":0.9639999866485596},{"id":"https://openalex.org/keywords/seismocardiogram","display_name":"seismocardiogram","score":0.9950000047683716},{"id":"https://openalex.org/keywords/empirical-mode-decomposition","display_name":"empirical mode decomposition","score":0.8600000143051147},{"id":"https://openalex.org/keywords/empirical-wavelet-transform","display_name":"empirical wavelet transform","score":1.0},{"id":"https://openalex.org/keywords/arrhythmia-detection","display_name":"arrhythmia detection","score":0.984000027179718},{"id":"https://openalex.org/keywords/ecg","display_name":"ECG","score":0.5730000138282776},{"id":"https://openalex.org/keywords/power-spectral-density","display_name":"power spectral density","score":0.8619999885559082},{"id":"https://openalex.org/keywords/instantaneous-frequency","display_name":"instantaneous frequency","score":0.47099998593330383},{"id":"https://openalex.org/keywords/cardiac-monitoring","display_name":"cardiac monitoring","score":0.42899999022483826}],"concepts":[{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.5108491778373718},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4537213444709778},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3250213861465454},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.22333422303199768},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.1334209144115448}],"mesh":[],"locations_count":5,"locations":[{"id":"pmh:oai:ecommons.usask.ca:10388/7477","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10388/7477","pdf_url":"https://harvest.usask.ca/bitstreams/e4452228-e9e5-47c8-8c3e-59111ba4695c/download","source":{"id":"https://openalex.org/S4377196608","display_name":"University Library - University of Saskatchewan (University of Saskatchewan)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I32625721","host_organization_name":"University of Saskatchewan","host_organization_lineage":["https://openalex.org/I32625721"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Thesis"},{"id":"pmh:oai:ecommons.usask.ca:10388/7478","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/10388/7477","pdf_url":null,"source":{"id":"https://openalex.org/S4377196608","display_name":"University Library - University of Saskatchewan (University of Saskatchewan)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I32625721","host_organization_name":"University of Saskatchewan","host_organization_lineage":["https://openalex.org/I32625721"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Thesis"},{"id":"pmh:oai:harvest.usask.ca:10388/7477","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/10388/7477","pdf_url":null,"source":{"id":"https://openalex.org/S7407063267","display_name":"HARVEST (University of Saskatchewan)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Thesis"},{"id":"pmh:oai:harvest.usask.ca:10388/7478","doi":null,"is_oa":false,"landing_page_url":"https://hdl.handle.net/10388/7477","pdf_url":null,"source":{"id":"https://openalex.org/S7407063267","display_name":"HARVEST (University of Saskatchewan)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Thesis"},{"id":"mag:2759265256","doi":null,"is_oa":false,"landing_page_url":"https://harvest.usask.ca/handle/10388/7477","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:ecommons.usask.ca:10388/7477","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10388/7477","pdf_url":"https://harvest.usask.ca/bitstreams/e4452228-e9e5-47c8-8c3e-59111ba4695c/download","source":{"id":"https://openalex.org/S4377196608","display_name":"University Library - University of Saskatchewan (University of Saskatchewan)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I32625721","host_organization_name":"University of Saskatchewan","host_organization_lineage":["https://openalex.org/I32625721"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Thesis"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.5683000087738037}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2759265256.pdf","grobid_xml":"https://content.openalex.org/works/W2759265256.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W84379388","https://openalex.org/W131374291","https://openalex.org/W334869596","https://openalex.org/W1514558801","https://openalex.org/W1912702371","https://openalex.org/W1968897584","https://openalex.org/W1974849790","https://openalex.org/W1977225169","https://openalex.org/W2007221293","https://openalex.org/W2007729863","https://openalex.org/W2021532287","https://openalex.org/W2023754973","https://openalex.org/W2032304886","https://openalex.org/W2044673820","https://openalex.org/W2046005524","https://openalex.org/W2047920280","https://openalex.org/W2056663426","https://openalex.org/W2062066574","https://openalex.org/W2065143708","https://openalex.org/W2069350390","https://openalex.org/W2077274405","https://openalex.org/W2078126533","https://openalex.org/W2083505180","https://openalex.org/W2090786643","https://openalex.org/W2094437655","https://openalex.org/W2102211631","https://openalex.org/W2103117625","https://openalex.org/W2104761030","https://openalex.org/W2110280116","https://openalex.org/W2116425348","https://openalex.org/W2118759447","https://openalex.org/W2126511480","https://openalex.org/W2132085292","https://openalex.org/W2137619789","https://openalex.org/W2151549390","https://openalex.org/W2154731305","https://openalex.org/W2162800060","https://openalex.org/W2185611803","https://openalex.org/W2225219441","https://openalex.org/W2272265588","https://openalex.org/W2481110934","https://openalex.org/W2497643410","https://openalex.org/W2505672291"],"related_works":["https://openalex.org/W2538655757","https://openalex.org/W4399513341","https://openalex.org/W4294975123","https://openalex.org/W2979644131","https://openalex.org/W4387140292","https://openalex.org/W2016455157","https://openalex.org/W2043298623","https://openalex.org/W4411447721","https://openalex.org/W4376275285","https://openalex.org/W4240286750"],"abstract_inverted_index":{"Cardiac":[0],"diseases":[1],"are":[2,54,150,185],"one":[3],"of":[4,8,42,79,110,163,199,215,229,235,249],"the":[5,108,111,117,157,179,195,211,216,224,245,257],"major":[6],"causes":[7],"death.":[9],"Heart":[10],"monitoring/diagnostic":[11],"techniques":[12,187],"have":[13,73],"been":[14,74],"developed":[15],"over":[16],"decades":[17],"to":[18,60,119,137,219,244],"address":[19],"this":[20,43,71,85,114,200],"concern.":[21],"Monitoring":[22],"a":[23,31,82,250],"vital":[24],"sign":[25],"such":[26],"as":[27,142],"heart":[28,35,49,62,90,125,153,189],"rate":[29,50,63,91,126,154,190],"is":[30,45,116,140,202,239],"powerful":[32],"technique":[33],"for":[34,89,124,152,188,259],"abnormalities":[36],"detection":[37,51,92,127,155,191,204,261],"(e.g.,":[38],"arrhythmia).":[39],"The":[40,160],"novelty":[41],"work":[44,115,201],"that":[46],"offers":[47],"new":[48],"methods":[52,88,149],"which":[53],"both":[55],"robust":[56],"and":[57,81,102,122,167,174,183,192],"adaptive":[58],"compared":[59,243],"existing":[61],"detec-":[64],"tion":[65],"methods.":[66],"Utilized":[67],"data":[68],"sets":[69],"in":[70],"research":[72,83],"provided":[75],"from":[76,128,134,156,194],"two":[77],"sources":[78],"PhysioNet":[80],"group.\\nIn":[84],"work,":[86],"utilized":[87],"include":[93],"Signal":[94],"Energy":[95],"Thresholding":[96],"(SET),":[97],"Empirical":[98,103],"Mode":[99],"Decomposition":[100],"(EMD)":[101],"Wavelet":[104],"Transform":[105],"(EWT).":[106],"To":[107],"best":[109],"author\u2019s":[112],"knowledge,":[113],"first":[118],"use":[120],"EMD":[121,168,182],"EWT":[123,166,184,207],"Seismocardiogram":[129],"(SCG)":[130],"signal.":[131,159,221],"Obtained":[132],"result":[133],"applying":[135],"SET":[136,164],"ECG":[138,220,238,252],"signal":[139],"selected":[141],"our":[143],"ground":[144],"truth.":[145],"Then,":[146],"all":[147],"three":[148],"used":[151],"SCG":[158,196],"average":[161],"error":[162],"method,":[165],"respectively":[169],"13.9":[170],"ms,":[171],"13.8":[172],"ms":[173],"16":[175],"ms.":[176],"Based":[177,222],"on":[178,223],"obtained":[180],"results,":[181],"promising":[186],"interpretation":[193],"signal.\\nAnother":[197],"contribution":[198],"arrhythmia":[203,236,260],"using":[205,262],"EWT.":[206,263],"provides":[208,256],"us":[209],"with":[210],"instantaneous":[212],"frequency":[213],"changes":[214],"corresponding":[217],"modes":[218],"estimated":[225],"power":[226,232,246],"spectral":[227,233,247],"density":[228,234,248],"each":[230],"mode,":[231],"affected":[237],"higher":[240],"(\u2265":[241],"50dB)":[242],"normal":[251],"(\u2264":[253],"20dB).":[254],"This":[255],"potential":[258]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2017-10-06T00:00:00"}