{"id":"https://openalex.org/W2795212081","doi":"https://doi.org/10.22489/cinc.2017.131-071","title":"Biomedical Signal Quality Assessment via Learning to Rank with an Application to Mechanical Heart Signals","display_name":"Biomedical Signal Quality Assessment via Learning to Rank with an Application to Mechanical Heart Signals","publication_year":2017,"publication_date":"2017-09-14","ids":{"openalex":"https://openalex.org/W2795212081","doi":"https://doi.org/10.22489/cinc.2017.131-071","mag":"2795212081"},"language":"en","primary_location":{"id":"doi:10.22489/cinc.2017.131-071","is_oa":true,"landing_page_url":"http://doi.org/10.22489/cinc.2017.131-071","pdf_url":"https://doi.org/10.22489/cinc.2017.131-071","source":{"id":"https://openalex.org/S4220650825","display_name":"Computing in cardiology","issn_l":"2325-8861","issn":["2325-8861","2325-887X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing in Cardiology Conference (CinC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.22489/cinc.2017.131-071","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","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":true,"raw_author_name":"Olli Lahdenoja","raw_affiliation_strings":["Department of Future Technologies, University of Turku, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Future Technologies, University of Turku, Finland","institution_ids":["https://openalex.org/I155660961"]}]},{"author_position":"middle","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":false,"raw_author_name":"Mojtaba Jafari Tadi","raw_affiliation_strings":["Department of Future Technologies, University of Turku, Finland","Faculty of Medicine, University of Turku, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Future Technologies, University of Turku, Finland","institution_ids":["https://openalex.org/I155660961"]},{"raw_affiliation_string":"Faculty of Medicine, University of Turku, Finland","institution_ids":["https://openalex.org/I155660961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043192031","display_name":"Matti Kaisti","orcid":"https://orcid.org/0000-0001-8118-2851"},"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":"Matti Kaisti","raw_affiliation_strings":["Department of Future Technologies, University of Turku, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Future Technologies, University of Turku, Finland","institution_ids":["https://openalex.org/I155660961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041564879","display_name":"Timo Knuutila","orcid":"https://orcid.org/0000-0001-5390-3594"},"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":"Timo Knuutila","raw_affiliation_strings":["Department of Future Technologies, University of Turku, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Future Technologies, University of Turku, Finland","institution_ids":["https://openalex.org/I155660961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5097045892","display_name":"Mikko P\ufffdnk\ufffd\ufffdl\ufffd","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":false,"raw_author_name":"Mikko P\ufffdnk\ufffd\ufffdl\ufffd","raw_affiliation_strings":["Department of Future Technologies, University of Turku, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Future Technologies, 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":["Department of Future Technologies, University of Turku, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Future Technologies, 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/A5069598494"],"corresponding_institution_ids":["https://openalex.org/I155660961"],"apc_list":null,"apc_paid":null,"fwci":0.1275,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.50661467,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"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":0.9997000098228455,"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":0.9997000098228455,"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":0.9986000061035156,"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/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/computer-science","display_name":"Computer science","score":0.5974416136741638},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.5907485485076904},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5669646859169006},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.49707773327827454},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.4415704905986786},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3820860683917999},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3762942850589752},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12471592426300049},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.11469191312789917},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.07479989528656006},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07387959957122803}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5974416136741638},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.5907485485076904},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5669646859169006},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.49707773327827454},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.4415704905986786},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3820860683917999},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3762942850589752},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12471592426300049},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.11469191312789917},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.07479989528656006},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07387959957122803},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.22489/cinc.2017.131-071","is_oa":true,"landing_page_url":"http://doi.org/10.22489/cinc.2017.131-071","pdf_url":"https://doi.org/10.22489/cinc.2017.131-071","source":{"id":"https://openalex.org/S4220650825","display_name":"Computing in cardiology","issn_l":"2325-8861","issn":["2325-8861","2325-887X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing in Cardiology Conference (CinC)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.22489/cinc.2017.131-071","is_oa":true,"landing_page_url":"http://doi.org/10.22489/cinc.2017.131-071","pdf_url":"https://doi.org/10.22489/cinc.2017.131-071","source":{"id":"https://openalex.org/S4220650825","display_name":"Computing in cardiology","issn_l":"2325-8861","issn":["2325-8861","2325-887X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing in Cardiology Conference (CinC)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2795212081.pdf","grobid_xml":"https://content.openalex.org/works/W2795212081.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1516927529","https://openalex.org/W1523322372","https://openalex.org/W1676314349","https://openalex.org/W2038436648","https://openalex.org/W2047221353","https://openalex.org/W2049755262","https://openalex.org/W2056904828","https://openalex.org/W2059283460","https://openalex.org/W2125927307","https://openalex.org/W2130388206","https://openalex.org/W2133665775","https://openalex.org/W2148325642","https://openalex.org/W2150305507","https://openalex.org/W2163808566","https://openalex.org/W2240536489","https://openalex.org/W2286117397","https://openalex.org/W2397572385","https://openalex.org/W2736364367","https://openalex.org/W4200014273","https://openalex.org/W4241676240","https://openalex.org/W6631138945","https://openalex.org/W6682117983"],"related_works":["https://openalex.org/W2152992791","https://openalex.org/W2112835755","https://openalex.org/W2349674371","https://openalex.org/W2963262648","https://openalex.org/W2097495471","https://openalex.org/W1696545756","https://openalex.org/W4301867002","https://openalex.org/W2952827811","https://openalex.org/W4291951920","https://openalex.org/W2036588957"],"abstract_inverted_index":{"Traditionally":[0],"the":[1,33,65,88,98,131,149,160,172],"machine":[2],"learning":[3,143],"assisted":[4],"quality":[5,21,139,150],"assessment":[6,29,151],"of":[7,67,96,129,152,163,190],"biomedical":[8],"signals":[9],"(such":[10],"as":[11,22,42,77,135],"electrocardiogram":[12],"-ECG,":[13],"photoplethysmography":[14],"-PPG)":[15],"have":[16],"classified":[17],"a":[18,50,84,109,142,164],"signal":[19,132,165,191],"segment":[20,34],"\"good\"":[23,136],"or":[24,137,167],"\"bad\"":[25,138],"and":[26,53,61,118,188],"used":[27],"this":[28,48,126],"to":[30,86,122,144,158],"determine":[31,159],"if":[32],"is":[35,49,83,156],"usable":[36],"for":[37,92,148],"further":[38,93],"processing":[39,97],"steps,":[40],"such":[41,76],"heart":[43],"beat":[44],"estimation.":[45],"In":[46,125],"principle,":[47],"suitable":[51],"approach":[52,147],"can":[54,104,174],"be":[55,105,123],"justified":[56],"by":[57],"its":[58],"straightforward":[59],"implementation":[60],"applicability.":[62],"However,":[63],"in":[64,183],"case":[66],"body":[68],"sensor":[69],"networks":[70],"with":[71],"multiple":[72,177],"simultaneously":[73],"operating":[74],"units,":[75],"IMUs":[78],"(Inertial":[79],"Measurement":[80],"Units)":[81],"there":[82,112],"need":[85],"select":[87],"best":[89,185],"performing":[90],"axes":[91,102,121],"processing,":[94],"instead":[95,128],"data":[99],"among":[100],"all":[101],"(which":[103],"computationally":[106],"intensive).":[107],"For":[108],"single":[110],"IMU,":[111],"are":[113],"already":[114],"six":[115],"separate":[116],"acceleration":[117],"angular":[119],"velocity":[120],"evaluated.":[124],"paper,":[127],"classifying":[130],"segments":[133,192],"simply":[134],"we":[140],"propose":[141],"rank":[145],"based":[146,193],"cardiac":[153],"signals,":[154],"which":[155],"able":[157],"relative":[161],"importance":[162],"axis":[166,186],"waveform.":[168],"We":[169],"illustrate":[170],"that":[171],"method":[173],"generalize":[175],"between":[176],"human":[178],"experts":[179],"annotated":[180],"ground":[181],"truths":[182],"automated":[184],"selection":[187],"ranking":[189],"on":[194],"their":[195],"quality.":[196]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}