{"id":"https://openalex.org/W4214900442","doi":"https://doi.org/10.3390/s22051928","title":"ECG Data Analysis with Denoising Approach and Customized CNNs","display_name":"ECG Data Analysis with Denoising Approach and Customized CNNs","publication_year":2022,"publication_date":"2022-03-01","ids":{"openalex":"https://openalex.org/W4214900442","doi":"https://doi.org/10.3390/s22051928","pmid":"https://pubmed.ncbi.nlm.nih.gov/35271073"},"language":"en","primary_location":{"id":"doi:10.3390/s22051928","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22051928","pdf_url":"https://www.mdpi.com/1424-8220/22/5/1928/pdf?version=1646271330","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/5/1928/pdf?version=1646271330","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102773012","display_name":"Abhinav Mishra","orcid":"https://orcid.org/0000-0003-2368-1788"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Abhinav Mishra","raw_affiliation_strings":["Symbiosis Institute of Technology, Pune 412115, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Symbiosis Institute of Technology, Pune 412115, India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020463121","display_name":"Ganapathiraju Dharahas","orcid":null},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ganapathiraju Dharahas","raw_affiliation_strings":["Symbiosis Institute of Technology, Pune 412115, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Symbiosis Institute of Technology, Pune 412115, India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084518207","display_name":"Shilpa Gite","orcid":"https://orcid.org/0000-0003-3882-7030"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shilpa Gite","raw_affiliation_strings":["Symbiosis Institute of Technology, Pune 412115, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Symbiosis Institute of Technology, Pune 412115, India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077770842","display_name":"Ketan Kotecha","orcid":"https://orcid.org/0000-0003-2653-3780"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ketan Kotecha","raw_affiliation_strings":["Symbiosis Centre for Applied AI, Symbiosis International (Deemed) University, Pune 412115, India"],"raw_orcid":"https://orcid.org/0000-0003-2653-3780","affiliations":[{"raw_affiliation_string":"Symbiosis Centre for Applied AI, Symbiosis International (Deemed) University, Pune 412115, India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009367259","display_name":"Deepika Koundal","orcid":"https://orcid.org/0000-0003-1688-8772"},"institutions":[{"id":"https://openalex.org/I5847235","display_name":"University of Petroleum and Energy Studies","ror":"https://ror.org/04q2jes40","country_code":"IN","type":"education","lineage":["https://openalex.org/I5847235"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Deepika Koundal","raw_affiliation_strings":["Department of Systemics, School of Computer Science, University of Petroleum and Energy Studies, Dehradun 248007, India"],"raw_orcid":"https://orcid.org/0000-0003-1688-8772","affiliations":[{"raw_affiliation_string":"Department of Systemics, School of Computer Science, University of Petroleum and Energy Studies, Dehradun 248007, India","institution_ids":["https://openalex.org/I5847235"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012608509","display_name":"Atef Zaguia","orcid":"https://orcid.org/0000-0001-9519-3391"},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Atef Zaguia","raw_affiliation_strings":["Department of Computer Science, College of Computers and Information Technology, Taif University, P.O. Box 11099, Taif 21944, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0001-9519-3391","affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computers and Information Technology, Taif University, P.O. Box 11099, Taif 21944, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020133324","display_name":"Manjit Kaur","orcid":"https://orcid.org/0000-0001-6259-2046"},"institutions":[{"id":"https://openalex.org/I39534123","display_name":"Gwangju Institute of Science and Technology","ror":"https://ror.org/024kbgz78","country_code":"KR","type":"education","lineage":["https://openalex.org/I39534123"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Manjit Kaur","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Gwangju Institute of Science and Technology, Gwangju 61005, Korea"],"raw_orcid":"https://orcid.org/0000-0001-6259-2046","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Gwangju Institute of Science and Technology, Gwangju 61005, Korea","institution_ids":["https://openalex.org/I39534123"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034347136","display_name":"Heung-No Lee","orcid":"https://orcid.org/0000-0001-8528-5778"},"institutions":[{"id":"https://openalex.org/I39534123","display_name":"Gwangju Institute of Science and Technology","ror":"https://ror.org/024kbgz78","country_code":"KR","type":"education","lineage":["https://openalex.org/I39534123"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Heung-No Lee","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Gwangju Institute of Science and Technology, Gwangju 61005, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Gwangju Institute of Science and Technology, Gwangju 61005, Korea","institution_ids":["https://openalex.org/I39534123"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5034347136"],"corresponding_institution_ids":["https://openalex.org/I39534123"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":3.6894,"has_fulltext":true,"cited_by_count":26,"citation_normalized_percentile":{"value":0.9432551,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"22","issue":"5","first_page":"1928","last_page":"1928"},"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":0.996999979019165,"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":0.9847999811172485,"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":0.6311676502227783},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6135461330413818},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5847313404083252},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5421368479728699},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4877258241176605},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.48269200325012207},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.46673545241355896},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4628215730190277},{"id":"https://openalex.org/keywords/electrocardiography","display_name":"Electrocardiography","score":0.45428749918937683},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.45050597190856934},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.44046786427497864},{"id":"https://openalex.org/keywords/heart-rhythm","display_name":"Heart Rhythm","score":0.4299989342689514},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35714593529701233},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1732116937637329},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.13796097040176392},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.08156859874725342}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6311676502227783},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6135461330413818},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5847313404083252},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5421368479728699},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4877258241176605},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.48269200325012207},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.46673545241355896},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4628215730190277},{"id":"https://openalex.org/C2780040984","wikidata":"https://www.wikidata.org/wiki/Q79785","display_name":"Electrocardiography","level":2,"score":0.45428749918937683},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.45050597190856934},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.44046786427497864},{"id":"https://openalex.org/C2780065318","wikidata":"https://www.wikidata.org/wiki/Q2058605","display_name":"Heart Rhythm","level":2,"score":0.4299989342689514},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35714593529701233},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1732116937637329},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.13796097040176392},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.08156859874725342},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000078332","descriptor_name":"Data Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000078332","descriptor_name":"Data Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000078332","descriptor_name":"Data Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s22051928","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22051928","pdf_url":"https://www.mdpi.com/1424-8220/22/5/1928/pdf?version=1646271330","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:35271073","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35271073","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:fe4c866d9c24485da799da5478af9587","is_oa":true,"landing_page_url":"https://doaj.org/article/fe4c866d9c24485da799da5478af9587","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 22, Iss 5, p 1928 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/5/1928/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22051928","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 22; Issue 5; Pages: 1928","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8915034","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8915034","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s22051928","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22051928","pdf_url":"https://www.mdpi.com/1424-8220/22/5/1928/pdf?version=1646271330","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1410614808","display_name":null,"funder_award_id":"NRF-2021R1A2B5B03002118","funder_id":"https://openalex.org/F4320322030","funder_display_name":"Ministry of Science, ICT and Future Planning"},{"id":"https://openalex.org/G1585545170","display_name":null,"funder_award_id":"IITP-2021-0-01835","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G4512278803","display_name":null,"funder_award_id":"IITP-2021-0-01835","funder_id":"https://openalex.org/F4320322030","funder_display_name":"Ministry of Science, ICT and Future Planning"},{"id":"https://openalex.org/G5427904366","display_name":null,"funder_award_id":"2020/114","funder_id":"https://openalex.org/F4320323722","funder_display_name":"Taif University"},{"id":"https://openalex.org/G6363936812","display_name":null,"funder_award_id":"IITP-2021-0-01835","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G6391325527","display_name":null,"funder_award_id":"NRF\u20102021R1A2B5B03002118","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G7299194679","display_name":null,"funder_award_id":"TURSP-2020","funder_id":"https://openalex.org/F4320323722","funder_display_name":"Taif University"},{"id":"https://openalex.org/G7327070432","display_name":null,"funder_award_id":"IITP-2021-0-01835","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G7873274849","display_name":null,"funder_award_id":"TURSP-2020/114","funder_id":"https://openalex.org/F4320323722","funder_display_name":"Taif University"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322030","display_name":"Ministry of Science, ICT and Future Planning","ror":"https://ror.org/032e49973"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320323722","display_name":"Taif University","ror":"https://ror.org/014g1a453"},{"id":"https://openalex.org/F4320324891","display_name":"Iran Telecommunication Research Center","ror":"https://ror.org/01a3g2z22"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4214900442.pdf","grobid_xml":"https://content.openalex.org/works/W4214900442.grobid-xml"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W1571607117","https://openalex.org/W1844495464","https://openalex.org/W1964262247","https://openalex.org/W1974672808","https://openalex.org/W2033669206","https://openalex.org/W2039895830","https://openalex.org/W2041014282","https://openalex.org/W2069044081","https://openalex.org/W2080776346","https://openalex.org/W2090118382","https://openalex.org/W2093730316","https://openalex.org/W2117736816","https://openalex.org/W2117873917","https://openalex.org/W2125927307","https://openalex.org/W2128935152","https://openalex.org/W2163605009","https://openalex.org/W2251133041","https://openalex.org/W2266059378","https://openalex.org/W2310194326","https://openalex.org/W2522767410","https://openalex.org/W2533214323","https://openalex.org/W2552926193","https://openalex.org/W2605056515","https://openalex.org/W2620656322","https://openalex.org/W2731010577","https://openalex.org/W2765846310","https://openalex.org/W2802832784","https://openalex.org/W2889838428","https://openalex.org/W2892856956","https://openalex.org/W2902644322","https://openalex.org/W2902662000","https://openalex.org/W2917639546","https://openalex.org/W2918516553","https://openalex.org/W2949352098","https://openalex.org/W2953505302","https://openalex.org/W2990466694","https://openalex.org/W2991457095","https://openalex.org/W3034033080","https://openalex.org/W3080301222","https://openalex.org/W3117724462","https://openalex.org/W3120992226","https://openalex.org/W3127181174","https://openalex.org/W3144988052","https://openalex.org/W3156640576","https://openalex.org/W3201016655","https://openalex.org/W3217767020","https://openalex.org/W4294157727","https://openalex.org/W6638764595","https://openalex.org/W6640386113","https://openalex.org/W6684191040","https://openalex.org/W6740609221"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W4313906399","https://openalex.org/W4321487865","https://openalex.org/W4300783056","https://openalex.org/W2129148159","https://openalex.org/W2811106690","https://openalex.org/W4307845877","https://openalex.org/W4239306820","https://openalex.org/W2947043951","https://openalex.org/W2318112981"],"abstract_inverted_index":{"In":[0],"the":[1,4,25,41,54,73,81,88,95,129,134,143,147],"last":[2,74],"decade,":[3],"proactive":[5],"diagnosis":[6],"of":[7,24,40,62,83],"diseases":[8],"with":[9],"artificial":[10],"intelligence":[11],"and":[12,20,57,133],"its":[13],"aligned":[14],"technologies":[15],"has":[16,65],"been":[17,66],"an":[18],"exciting":[19],"fruitful":[21],"area.":[22],"One":[23],"areas":[26],"in":[27,72,150],"medical":[28],"care":[29],"where":[30],"constant":[31],"monitoring":[32],"is":[33,35,44,78,91],"required":[34],"cardiovascular":[36,42],"diseases.":[37],"Arrhythmia,":[38],"one":[39],"diseases,":[43],"generally":[45],"diagnosed":[46],"by":[47,127],"doctors":[48],"using":[49],"Electrocardiography":[50],"(ECG),":[51],"which":[52],"records":[53],"heart's":[55],"rhythm":[56],"electrical":[58],"activity.":[59],"The":[60],"use":[61],"neural":[63,114],"networks":[64,115],"extensively":[67],"adopted":[68],"to":[69,108,119],"identify":[70],"abnormalities":[71],"few":[75],"years.":[76],"It":[77],"found":[79],"that":[80,142],"probability":[82],"detecting":[84],"arrhythmia":[85],"increases":[86],"if":[87],"denoised":[89],"signal":[90],"used":[92],"rather":[93],"than":[94],"raw":[96],"input":[97],"signal.":[98],"This":[99],"paper":[100],"compares":[101],"six":[102,130],"filters":[103,132],"implemented":[104],"on":[105],"ECG":[106,121,131],"signals":[107],"improve":[109],"classification":[110],"accuracy.":[111],"Custom":[112],"convolutional":[113],"(CCNNs)":[116],"are":[117,125],"designed":[118],"filter":[120],"data.":[122],"Extensive":[123],"experiments":[124],"drawn":[126],"considering":[128],"proposed":[135,144],"custom":[136],"CCNN":[137],"models.":[138],"Comparative":[139],"analysis":[140],"reveals":[141],"models":[145,149],"outperform":[146],"competitive":[148],"various":[151],"performance":[152],"metrics.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":6}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}