{"id":"https://openalex.org/W4285152067","doi":"https://doi.org/10.1007/978-3-031-07704-3_22","title":"Data Quality Enhancement for\u00a0Machine Learning on\u00a0Wearable ECGs","display_name":"Data Quality Enhancement for\u00a0Machine Learning on\u00a0Wearable ECGs","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285152067","doi":"https://doi.org/10.1007/978-3-031-07704-3_22"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-07704-3_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-07704-3_22","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5006508320","display_name":"Bal\u00e1zs Moln\u00e1r","orcid":"https://orcid.org/0000-0003-0029-3176"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Bal\u00e1zs Moln\u00e1r","raw_affiliation_strings":["Smart Data Group, E-Group ICT Software Zrt., Budapest, Hungary"],"affiliations":[{"raw_affiliation_string":"Smart Data Group, E-Group ICT Software Zrt., Budapest, Hungary","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092300931","display_name":"L\u00e1szl\u00f3 Micsinyei","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"L\u00e1szl\u00f3 Micsinyei","raw_affiliation_strings":["Smart Data Group, E-Group ICT Software Zrt., Budapest, Hungary"],"affiliations":[{"raw_affiliation_string":"Smart Data Group, E-Group ICT Software Zrt., Budapest, Hungary","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080383535","display_name":"G\u00e1bor Perlaki","orcid":"https://orcid.org/0000-0002-7690-6381"},"institutions":[{"id":"https://openalex.org/I106118109","display_name":"E\u00f6tv\u00f6s Lor\u00e1nd University","ror":"https://ror.org/01jsq2704","country_code":"HU","type":"education","lineage":["https://openalex.org/I106118109"]},{"id":"https://openalex.org/I79741316","display_name":"University of Pecs","ror":"https://ror.org/037b5pv06","country_code":"HU","type":"education","lineage":["https://openalex.org/I79741316"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"G\u00e1bor Perlaki","raw_affiliation_strings":["Department of Neurology, University of P\u00e9cs, Medical School, P\u00e9cs, Hungary","MTA-PTE Clinical Neuroscience MR Research Group, E\u00f6tv\u00f6s Lor\u00e1nd Research Network (ELKH), P\u00e9cs, Hungary"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, University of P\u00e9cs, Medical School, P\u00e9cs, Hungary","institution_ids":["https://openalex.org/I79741316"]},{"raw_affiliation_string":"MTA-PTE Clinical Neuroscience MR Research Group, E\u00f6tv\u00f6s Lor\u00e1nd Research Network (ELKH), P\u00e9cs, Hungary","institution_ids":["https://openalex.org/I106118109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062785271","display_name":"Gergely Orsi","orcid":null},"institutions":[{"id":"https://openalex.org/I79741316","display_name":"University of Pecs","ror":"https://ror.org/037b5pv06","country_code":"HU","type":"education","lineage":["https://openalex.org/I79741316"]},{"id":"https://openalex.org/I106118109","display_name":"E\u00f6tv\u00f6s Lor\u00e1nd University","ror":"https://ror.org/01jsq2704","country_code":"HU","type":"education","lineage":["https://openalex.org/I106118109"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Gergely Orsi","raw_affiliation_strings":["Department of Neurology, University of P\u00e9cs, Medical School, P\u00e9cs, Hungary","MTA-PTE Clinical Neuroscience MR Research Group, E\u00f6tv\u00f6s Lor\u00e1nd Research Network (ELKH), P\u00e9cs, Hungary"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, University of P\u00e9cs, Medical School, P\u00e9cs, Hungary","institution_ids":["https://openalex.org/I79741316"]},{"raw_affiliation_string":"MTA-PTE Clinical Neuroscience MR Research Group, E\u00f6tv\u00f6s Lor\u00e1nd Research Network (ELKH), P\u00e9cs, Hungary","institution_ids":["https://openalex.org/I106118109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045727580","display_name":"L\u00e1szl\u00f3 Hejjel","orcid":"https://orcid.org/0000-0002-1820-5560"},"institutions":[{"id":"https://openalex.org/I79741316","display_name":"University of Pecs","ror":"https://ror.org/037b5pv06","country_code":"HU","type":"education","lineage":["https://openalex.org/I79741316"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"L\u00e1szl\u00f3 Hejjel","raw_affiliation_strings":["Heart Institute, University of P\u00e9cs, Medical School, P\u00e9cs, Hungary"],"affiliations":[{"raw_affiliation_string":"Heart Institute, University of P\u00e9cs, Medical School, P\u00e9cs, Hungary","institution_ids":["https://openalex.org/I79741316"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103104192","display_name":"Tam\u00e1s D\u00f3czi","orcid":"https://orcid.org/0000-0002-6553-3655"},"institutions":[{"id":"https://openalex.org/I79741316","display_name":"University of Pecs","ror":"https://ror.org/037b5pv06","country_code":"HU","type":"education","lineage":["https://openalex.org/I79741316"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Tam\u00e1s D\u00f3czi","raw_affiliation_strings":["Department of Neurosurgery, University of P\u00e9cs, Medical School, P\u00e9cs, Hungary"],"affiliations":[{"raw_affiliation_string":"Department of Neurosurgery, University of P\u00e9cs, Medical School, P\u00e9cs, Hungary","institution_ids":["https://openalex.org/I79741316"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081230541","display_name":"J\u00f3zsef Janszky","orcid":"https://orcid.org/0000-0001-6100-832X"},"institutions":[{"id":"https://openalex.org/I79741316","display_name":"University of Pecs","ror":"https://ror.org/037b5pv06","country_code":"HU","type":"education","lineage":["https://openalex.org/I79741316"]},{"id":"https://openalex.org/I106118109","display_name":"E\u00f6tv\u00f6s Lor\u00e1nd University","ror":"https://ror.org/01jsq2704","country_code":"HU","type":"education","lineage":["https://openalex.org/I106118109"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"J\u00f3zsef Janszky","raw_affiliation_strings":["Department of Neurology, University of P\u00e9cs, Medical School, P\u00e9cs, Hungary","MTA-PTE Clinical Neuroscience MR Research Group, E\u00f6tv\u00f6s Lor\u00e1nd Research Network (ELKH), P\u00e9cs, Hungary"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, University of P\u00e9cs, Medical School, P\u00e9cs, Hungary","institution_ids":["https://openalex.org/I79741316"]},{"raw_affiliation_string":"MTA-PTE Clinical Neuroscience MR Research Group, E\u00f6tv\u00f6s Lor\u00e1nd Research Network (ELKH), P\u00e9cs, Hungary","institution_ids":["https://openalex.org/I106118109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092300932","display_name":"Norbert Laky","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Norbert Laky","raw_affiliation_strings":["Smart Data Group, E-Group ICT Software Zrt., Budapest, Hungary"],"affiliations":[{"raw_affiliation_string":"Smart Data Group, E-Group ICT Software Zrt., Budapest, Hungary","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091191997","display_name":"\u00c1kos T\u00e9nyi","orcid":"https://orcid.org/0000-0002-4880-6594"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"\u00c1kos T\u00e9nyi","raw_affiliation_strings":["Smart Data Group, E-Group ICT Software Zrt., Budapest, Hungary"],"affiliations":[{"raw_affiliation_string":"Smart Data Group, E-Group ICT Software Zrt., Budapest, Hungary","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5006508320"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27630522,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"269","last_page":"279"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":1.0,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.986299991607666,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8164962530136108},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.7353307008743286},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7068911790847778},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.662240743637085},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6503345370292664},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6431955695152283},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5384087562561035},{"id":"https://openalex.org/keywords/heartbeat","display_name":"Heartbeat","score":0.515282392501831},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.4449908137321472},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.44048312306404114},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.24779292941093445},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08652901649475098}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8164962530136108},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.7353307008743286},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7068911790847778},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.662240743637085},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6503345370292664},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6431955695152283},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5384087562561035},{"id":"https://openalex.org/C13852961","wikidata":"https://www.wikidata.org/wiki/Q17021880","display_name":"Heartbeat","level":2,"score":0.515282392501831},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.4449908137321472},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.44048312306404114},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.24779292941093445},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08652901649475098},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-07704-3_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-07704-3_22","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W164802248","https://openalex.org/W2095409369","https://openalex.org/W2098816250","https://openalex.org/W2160439670","https://openalex.org/W2162273778","https://openalex.org/W2401391822","https://openalex.org/W2773487549","https://openalex.org/W2783767524","https://openalex.org/W2902644322","https://openalex.org/W2969925260","https://openalex.org/W3044588961"],"related_works":["https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2095299560","https://openalex.org/W2907667791","https://openalex.org/W3047461507","https://openalex.org/W3126390843","https://openalex.org/W4245880644","https://openalex.org/W2999186374"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
