{"id":"https://openalex.org/W4205669528","doi":"https://doi.org/10.1109/access.2021.3138976","title":"Deep Learning Models for Magnetic Cardiography Edge Sensors Implementing Noise Processing and Diagnostics","display_name":"Deep Learning Models for Magnetic Cardiography Edge Sensors Implementing Noise Processing and Diagnostics","publication_year":2021,"publication_date":"2021-12-27","ids":{"openalex":"https://openalex.org/W4205669528","doi":"https://doi.org/10.1109/access.2021.3138976"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3138976","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3138976","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09663379.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09663379.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069043595","display_name":"Sadman Sakib","orcid":"https://orcid.org/0000-0003-1922-7531"},"institutions":[{"id":"https://openalex.org/I4210100115","display_name":"Thunder Bay Regional Research Institute","ror":"https://ror.org/013kbs677","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210100115"]},{"id":"https://openalex.org/I72541430","display_name":"Lakehead University","ror":"https://ror.org/023p7mg82","country_code":"CA","type":"education","lineage":["https://openalex.org/I72541430"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Sadman Sakib","raw_affiliation_strings":["Department of Computer Science, Lakehead University, Thunder Bay, Canada","Thunder Bay Regional Health Research Institute (TBRHRI), Thunder Bay, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Lakehead University, Thunder Bay, Canada","institution_ids":["https://openalex.org/I72541430"]},{"raw_affiliation_string":"Thunder Bay Regional Health Research Institute (TBRHRI), Thunder Bay, Canada","institution_ids":["https://openalex.org/I4210100115"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068882573","display_name":"Mostafa M. Fouda","orcid":"https://orcid.org/0000-0003-1790-8640"},"institutions":[{"id":"https://openalex.org/I106969075","display_name":"Idaho State University","ror":"https://ror.org/0162z8b04","country_code":"US","type":"education","lineage":["https://openalex.org/I106969075"]},{"id":"https://openalex.org/I207547235","display_name":"Benha University","ror":"https://ror.org/03tn5ee41","country_code":"EG","type":"education","lineage":["https://openalex.org/I207547235"]}],"countries":["EG","US"],"is_corresponding":false,"raw_author_name":"Mostafa M. Fouda","raw_affiliation_strings":["Department of Electrical Engineering, Faculty of Engineering at Shoubra, Benha University, Cairo, Egypt","Department of Electrical and Computer Engineering, College of Science and Engineering, Idaho State University, Pocatello, ID, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Faculty of Engineering at Shoubra, Benha University, Cairo, Egypt","institution_ids":["https://openalex.org/I207547235"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, College of Science and Engineering, Idaho State University, Pocatello, ID, USA","institution_ids":["https://openalex.org/I106969075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025694603","display_name":"Muftah Al\u2010Mahdawi","orcid":"https://orcid.org/0000-0001-7021-0829"},"institutions":[{"id":"https://openalex.org/I201537933","display_name":"Tohoku University","ror":"https://ror.org/01dq60k83","country_code":"JP","type":"education","lineage":["https://openalex.org/I201537933"]},{"id":"https://openalex.org/I4210125833","display_name":"Spintronics Research Network of Japan","ror":"https://ror.org/03bbyax37","country_code":"JP","type":"facility","lineage":["https://openalex.org/I201537933","https://openalex.org/I203951103","https://openalex.org/I4210125833","https://openalex.org/I74801974","https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Muftah Al-Mahdawi","raw_affiliation_strings":["Center for Science and Innovation in Spintronics (Core Research Cluster), Tohoku University, Sendai, Japan","Center for Spintronics Research Network, Tohoku University, Sendai, Japan"],"affiliations":[{"raw_affiliation_string":"Center for Science and Innovation in Spintronics (Core Research Cluster), Tohoku University, Sendai, Japan","institution_ids":["https://openalex.org/I4210125833","https://openalex.org/I201537933"]},{"raw_affiliation_string":"Center for Spintronics Research Network, Tohoku University, Sendai, Japan","institution_ids":["https://openalex.org/I4210125833","https://openalex.org/I201537933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049385580","display_name":"Attayeb Mohsen","orcid":"https://orcid.org/0000-0003-0690-8012"},"institutions":[{"id":"https://openalex.org/I4210086383","display_name":"National Institute of Biomedical Innovation, Health and Nutrition","ror":"https://ror.org/001rkbe13","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210086383"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Attayeb Mohsen","raw_affiliation_strings":["Artificial Intelligence Center for Health and Biomedical Research (ArCHER), National Institutes of Biomedical Innovation, Health and Nutrition (NIBIOHN), Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Center for Health and Biomedical Research (ArCHER), National Institutes of Biomedical Innovation, Health and Nutrition (NIBIOHN), Osaka, Japan","institution_ids":["https://openalex.org/I4210086383"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023896222","display_name":"Mikihiko Oogane","orcid":"https://orcid.org/0000-0001-8056-2051"},"institutions":[{"id":"https://openalex.org/I201537933","display_name":"Tohoku University","ror":"https://ror.org/01dq60k83","country_code":"JP","type":"education","lineage":["https://openalex.org/I201537933"]},{"id":"https://openalex.org/I4210125833","display_name":"Spintronics Research Network of Japan","ror":"https://ror.org/03bbyax37","country_code":"JP","type":"facility","lineage":["https://openalex.org/I201537933","https://openalex.org/I203951103","https://openalex.org/I4210125833","https://openalex.org/I74801974","https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Mikihiko Oogane","raw_affiliation_strings":["Center for Science and Innovation in Spintronics (Core Research Cluster), Tohoku University, Sendai, Japan","Center for Spintronics Research Network, Tohoku University, Sendai, Japan","Department of Applied Physics, Tohoku University, Sendai, Japan"],"affiliations":[{"raw_affiliation_string":"Center for Science and Innovation in Spintronics (Core Research Cluster), Tohoku University, Sendai, Japan","institution_ids":["https://openalex.org/I4210125833","https://openalex.org/I201537933"]},{"raw_affiliation_string":"Center for Spintronics Research Network, Tohoku University, Sendai, Japan","institution_ids":["https://openalex.org/I4210125833","https://openalex.org/I201537933"]},{"raw_affiliation_string":"Department of Applied Physics, Tohoku University, Sendai, Japan","institution_ids":["https://openalex.org/I201537933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042761229","display_name":"Yasuo Ando","orcid":"https://orcid.org/0000-0001-9472-3303"},"institutions":[{"id":"https://openalex.org/I201537933","display_name":"Tohoku University","ror":"https://ror.org/01dq60k83","country_code":"JP","type":"education","lineage":["https://openalex.org/I201537933"]},{"id":"https://openalex.org/I4210125833","display_name":"Spintronics Research Network of Japan","ror":"https://ror.org/03bbyax37","country_code":"JP","type":"facility","lineage":["https://openalex.org/I201537933","https://openalex.org/I203951103","https://openalex.org/I4210125833","https://openalex.org/I74801974","https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yasuo Ando","raw_affiliation_strings":["Center for Science and Innovation in Spintronics (Core Research Cluster), Tohoku University, Sendai, Japan","Center for Spintronics Research Network, Tohoku University, Sendai, Japan","Department of Applied Physics, Tohoku University, Sendai, Japan"],"affiliations":[{"raw_affiliation_string":"Center for Science and Innovation in Spintronics (Core Research Cluster), Tohoku University, Sendai, Japan","institution_ids":["https://openalex.org/I4210125833","https://openalex.org/I201537933"]},{"raw_affiliation_string":"Center for Spintronics Research Network, Tohoku University, Sendai, Japan","institution_ids":["https://openalex.org/I4210125833","https://openalex.org/I201537933"]},{"raw_affiliation_string":"Department of Applied Physics, Tohoku University, Sendai, Japan","institution_ids":["https://openalex.org/I201537933"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063911030","display_name":"Zubair Md. Fadlullah","orcid":"https://orcid.org/0000-0002-4785-2425"},"institutions":[{"id":"https://openalex.org/I4210100115","display_name":"Thunder Bay Regional Research Institute","ror":"https://ror.org/013kbs677","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210100115"]},{"id":"https://openalex.org/I72541430","display_name":"Lakehead University","ror":"https://ror.org/023p7mg82","country_code":"CA","type":"education","lineage":["https://openalex.org/I72541430"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Zubair Md. Fadlullah","raw_affiliation_strings":["Department of Computer Science, Lakehead University, Thunder Bay, Canada","Thunder Bay Regional Health Research Institute (TBRHRI), Thunder Bay, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Lakehead University, Thunder Bay, Canada","institution_ids":["https://openalex.org/I72541430"]},{"raw_affiliation_string":"Thunder Bay Regional Health Research Institute (TBRHRI), Thunder Bay, Canada","institution_ids":["https://openalex.org/I4210100115"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5069043595"],"corresponding_institution_ids":["https://openalex.org/I4210100115","https://openalex.org/I72541430"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.6705,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.91503683,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"10","issue":null,"first_page":"2656","last_page":"2668"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9995999932289124,"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":0.9995999932289124,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9980000257492065,"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/T11993","display_name":"Atomic and Subatomic Physics Research","score":0.9886000156402588,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.767463207244873},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6724514365196228},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6272950172424316},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5719412565231323},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5345963835716248},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5012862682342529},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.49879884719848633},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4575752913951874},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.4482088088989258},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4269111156463623},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4052407145500183}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.767463207244873},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6724514365196228},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6272950172424316},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5719412565231323},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5345963835716248},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5012862682342529},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.49879884719848633},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4575752913951874},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.4482088088989258},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4269111156463623},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4052407145500183},{"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/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2021.3138976","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3138976","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09663379.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:dfccf8e8a8234004bffe00f18a7d2ab2","is_oa":true,"landing_page_url":"https://doaj.org/article/dfccf8e8a8234004bffe00f18a7d2ab2","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 10, Pp 2656-2668 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3138976","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3138976","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09663379.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8299999833106995}],"awards":[{"id":"https://openalex.org/G3699623734","display_name":null,"funder_award_id":"NPRP13S-0205-200270","funder_id":"https://openalex.org/F4320309815","funder_display_name":"Qatar Foundation"},{"id":"https://openalex.org/G4411838489","display_name":null,"funder_award_id":"NPRP13","funder_id":"https://openalex.org/F4320332753","funder_display_name":"Qatar National Research Fund"},{"id":"https://openalex.org/G4923174039","display_name":null,"funder_award_id":"JPJ005698","funder_id":"https://openalex.org/F4320321679","funder_display_name":"Ministry of Economy, Trade and Industry"},{"id":"https://openalex.org/G5752928507","display_name":null,"funder_award_id":"NPRP13S-0205-200270","funder_id":"https://openalex.org/F4320332753","funder_display_name":"Qatar National Research Fund"}],"funders":[{"id":"https://openalex.org/F4320309815","display_name":"Qatar Foundation","ror":"https://ror.org/01cawbq05"},{"id":"https://openalex.org/F4320321038","display_name":"Fonds National de la Recherche Luxembourg","ror":"https://ror.org/039z13y21"},{"id":"https://openalex.org/F4320321679","display_name":"Ministry of Economy, Trade and Industry","ror":"https://ror.org/055tm7f07"},{"id":"https://openalex.org/F4320323584","display_name":"Tohoku University","ror":"https://ror.org/01dq60k83"},{"id":"https://openalex.org/F4320332753","display_name":"Qatar National Research Fund","ror":"https://ror.org/01svaqq28"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4205669528.pdf","grobid_xml":"https://content.openalex.org/works/W4205669528.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W1915489093","https://openalex.org/W1995884161","https://openalex.org/W1996747769","https://openalex.org/W2022328802","https://openalex.org/W2042847439","https://openalex.org/W2061185532","https://openalex.org/W2064675550","https://openalex.org/W2095409369","https://openalex.org/W2102017903","https://openalex.org/W2127854713","https://openalex.org/W2161976002","https://openalex.org/W2202063965","https://openalex.org/W2528054638","https://openalex.org/W2587624130","https://openalex.org/W2771170013","https://openalex.org/W2789300536","https://openalex.org/W2792538345","https://openalex.org/W2792643794","https://openalex.org/W2807367691","https://openalex.org/W2899675781","https://openalex.org/W2901255830","https://openalex.org/W2918825306","https://openalex.org/W2953193031","https://openalex.org/W2953426721","https://openalex.org/W2965545261","https://openalex.org/W2967215350","https://openalex.org/W2980115263","https://openalex.org/W3005487465","https://openalex.org/W3033684251","https://openalex.org/W3035916338","https://openalex.org/W3045004532","https://openalex.org/W3045727878","https://openalex.org/W3046061291","https://openalex.org/W3081553985","https://openalex.org/W3091282141","https://openalex.org/W3092371431","https://openalex.org/W3094568265","https://openalex.org/W3094597547","https://openalex.org/W3094870681","https://openalex.org/W3120477256","https://openalex.org/W3120992226","https://openalex.org/W3128397893","https://openalex.org/W3132578227","https://openalex.org/W3135891860","https://openalex.org/W3167986199","https://openalex.org/W3188217179","https://openalex.org/W3191626966","https://openalex.org/W3213224992","https://openalex.org/W4200150912","https://openalex.org/W4200541872","https://openalex.org/W6687816896","https://openalex.org/W6749029207","https://openalex.org/W6756026151"],"related_works":["https://openalex.org/W2979760315","https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W4313339048","https://openalex.org/W2956163139","https://openalex.org/W4386004629","https://openalex.org/W4321606826","https://openalex.org/W2942586735"],"abstract_inverted_index":{"Remote":[0],"health":[1],"monitoring":[2,28],"has":[3],"become":[4],"a":[5,102,107,126,173],"necessity":[6],"due":[7],"to":[8,96,117,137,148,171],"reduced":[9],"healthcare":[10],"access":[11],"resulting":[12],"from":[13,135],"pandemic":[14],"lockdowns":[15],"and":[16,29,86],"the":[17,24,61,66,159,163],"increasing":[18],"aging":[19],"population.":[20],"Electrocardiography":[21],"(ECG)":[22],"is":[23,34,58,101,125,182],"standard":[25],"for":[26,36,89,184],"cardiac":[27],"arrhythmia":[30,98],"identification,":[31],"but":[32],"it":[33],"inconvenient":[35],"long-time":[37],"remote":[38],"monitoring.":[39],"Recently,":[40],"Magnetocardiography":[41],"(MCG)":[42],"sensors":[43,95],"that":[44,130,154],"operate":[45],"at":[46,65],"room":[47],"temperature":[48],"became":[49],"available":[50,144],"based":[51,105],"on":[52,106],"spintronic":[53],"sensors.":[54,67],"However,":[55],"MCG":[56],"analysis":[57],"affected":[59],"by":[60,156],"low-frequency":[62],"noise":[63],"present":[64,72],"In":[68],"this":[69],"paper,":[70],"we":[71],"an":[73],"artificial":[74],"intelligence":[75],"(AI)-aided":[76],"multi-model":[77],"pipeline":[78,180],"combining":[79],"two":[80],"AI":[81,179],"architectures,":[82],"defined":[83],"as":[84],"model-M1":[85,136,157],"model-M2,":[87],"targeted":[88],"ultra-edge":[90,186],"Internet":[91],"of":[92],"Things":[93],"(IoT)":[94],"simulate":[97],"detection.":[99],"Model-M1":[100],"denoising":[103,155],"preprocessor":[104],"sliding-window":[108],"assisted":[109],"deep-learning":[110],"(DL)":[111],"model.":[112],"We":[113,140,152],"investigate":[114],"various":[115],"methods":[116],"achieve":[118],"high":[119,167],"accuracy":[120],"with":[121],"lightweight":[122,127],"computation.":[123],"Model-M2":[124],"DL":[128],"model":[129],"analyzes":[131],"denoised":[132],"ECG":[133],"output":[134],"identify":[138],"arrhythmia.":[139],"use":[141],"multiple":[142],"publicly":[143],"clinically":[145],"annotated":[146],"datasets":[147],"evaluate":[149],"our":[150],"proposal.":[151],"find":[153],"retains":[158],"features,":[160],"which":[161],"assist":[162],"model-M2":[164],"in":[165],"achieving":[166],"classification":[168],"accuracy,":[169],"compared":[170],"using":[172],"conventional":[174],"moving":[175],"average":[176],"filter.":[177],"This":[178],"architecture":[181],"promising":[183],"privacy-preserving":[185],"medical":[187],"sensing":[188],"devices.":[189]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}