{"id":"https://openalex.org/W2979415370","doi":"https://doi.org/10.1109/iccids.2019.8862168","title":"Enhancing the Classification Accuracy of Cardiac Diseases using Image Denoising Technique from ECG signal","display_name":"Enhancing the Classification Accuracy of Cardiac Diseases using Image Denoising Technique from ECG signal","publication_year":2019,"publication_date":"2019-02-01","ids":{"openalex":"https://openalex.org/W2979415370","doi":"https://doi.org/10.1109/iccids.2019.8862168","mag":"2979415370"},"language":"en","primary_location":{"id":"doi:10.1109/iccids.2019.8862168","doi":"https://doi.org/10.1109/iccids.2019.8862168","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccids.2019.8862168","pdf_url":null,"source":{"id":"https://openalex.org/S7407087896","display_name":"International Conference on Computational Intelligence in Data Science (ICCIDS)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Computational Intelligence in Data Science (ICCIDS)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5005893130","display_name":"Arasada Subashini","orcid":"https://orcid.org/0009-0005-6333-6059","observed_orcids":["https://orcid.org/0009-0005-6333-6059"]},"institutions":[{"id":"https://openalex.org/I916357946","display_name":"Sri Sivasubramaniya Nadar College of Engineering","ror":"https://ror.org/054psm803","country_code":"IN","type":"education","lineage":["https://openalex.org/I916357946"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"A. Subashini","raw_affiliation_strings":["Dept. of CSE, SSN College of Engineering, Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of CSE, SSN College of Engineering, Chennai, India","institution_ids":["https://openalex.org/I916357946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023403889","display_name":"G. Raghuraman","orcid":"https://orcid.org/0000-0001-7813-4883","observed_orcids":["https://orcid.org/0000-0001-7813-4883"]},"institutions":[{"id":"https://openalex.org/I916357946","display_name":"Sri Sivasubramaniya Nadar College of Engineering","ror":"https://ror.org/054psm803","country_code":"IN","type":"education","lineage":["https://openalex.org/I916357946"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"G. Raghuraman","raw_affiliation_strings":["Dept. of CSE, SSN College of Engineering, Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of CSE, SSN College of Engineering, Chennai, India","institution_ids":["https://openalex.org/I916357946"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112004464","display_name":"L. SaiRamesh","orcid":"https://orcid.org/0000-0003-0630-2571","observed_orcids":["https://orcid.org/0000-0003-0630-2571"]},"institutions":[{"id":"https://openalex.org/I33585257","display_name":"Anna University, Chennai","ror":"https://ror.org/01qhf1r47","country_code":"IN","type":"education","lineage":["https://openalex.org/I33585257"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"L. SaiRamesh","raw_affiliation_strings":["Dept. of IST, Anna University, Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of IST, Anna University, Chennai, India","institution_ids":["https://openalex.org/I33585257"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9612,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.83429672,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9994999766349792,"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":0.9994999766349792,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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/heart-disease-classification","display_name":"heart disease classification","score":0.8270000219345093},{"id":"https://openalex.org/keywords/ecg-denoising","display_name":"ECG denoising","score":0.9100000262260437},{"id":"https://openalex.org/keywords/ecg-artifacts","display_name":"ECG artifacts","score":0.6869999766349792},{"id":"https://openalex.org/keywords/region-of-interest","display_name":"region of interest","score":0.8289999961853027},{"id":"https://openalex.org/keywords/signal-preprocessing","display_name":"signal preprocessing","score":0.7020000219345093},{"id":"https://openalex.org/keywords/classification-accuracy","display_name":"classification accuracy","score":0.4429999887943268}],"concepts":[{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.8111914396286011},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7085531949996948},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.7018700838088989},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6897830963134766},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.6506669521331787},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6253476142883301},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.614080548286438},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6106645464897156},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5948548913002014},{"id":"https://openalex.org/C2983327147","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Image denoising","level":3,"score":0.4320165812969208},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38352179527282715},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.35246753692626953},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccids.2019.8862168","doi":"https://doi.org/10.1109/iccids.2019.8862168","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccids.2019.8862168","pdf_url":null,"source":{"id":"https://openalex.org/S7407087896","display_name":"International Conference on Computational Intelligence in Data Science (ICCIDS)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Computational Intelligence in Data Science (ICCIDS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5683000087738037,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1534282541","https://openalex.org/W2050259033","https://openalex.org/W2052608950","https://openalex.org/W2098946827","https://openalex.org/W2131548484","https://openalex.org/W2187293167","https://openalex.org/W2617505772","https://openalex.org/W2793933216"],"related_works":["https://openalex.org/W4310769272","https://openalex.org/W7163409119","https://openalex.org/W4403977538","https://openalex.org/W2184480718","https://openalex.org/W4386920213","https://openalex.org/W4226253587","https://openalex.org/W4409760165","https://openalex.org/W4386213376","https://openalex.org/W7164133860","https://openalex.org/W4403355297"],"abstract_inverted_index":{"Today,":[0],"one":[1],"in":[2],"ten":[3],"persons":[4],"is":[5],"affected":[6],"by":[7,25,113],"the":[8,35,39,54,61,65,71,76,79,93,101,105,110,116],"cardiac":[9],"diseases":[10,19,37],"as":[11,21],"worldwide.":[12],"Earlier":[13],"prediction":[14],"of":[15,18,56,95],"these":[16],"kinds":[17],"considered":[20],"an":[22],"important":[23],"assignment":[24],"medical":[26],"experts.":[27],"Moreover,":[28],"many":[29],"works":[30,46],"are":[31,47],"available":[32],"for":[33,59],"classifying":[34],"heart":[36],"through":[38],"ECG":[40,57,66,80],"signal":[41,81,117],"analysis.":[42],"But,":[43],"only":[44],"few":[45],"come":[48],"out":[49],"with":[50],"Denoising":[51],"process":[52,90],"before":[53,83],"classification":[55,84,111],"signals":[58],"reduce":[60,100],"unwanted":[62],"artifact":[63],"from":[64,78],"signals.":[67],"This":[68],"work":[69],"implements":[70],"Baye's":[72],"Shrink":[73],"to":[74,99],"remove":[75],"noise":[77],"images":[82],"process.":[85],"The":[86],"proposed":[87],"image":[88],"denoising":[89],"also":[91,108],"uses":[92],"region":[94],"interest":[96],"(ROI)":[97],"techniques":[98],"computational":[102],"time":[103],"over":[104],"preprocessing":[106],"which":[107],"improves":[109],"accuracy":[112],"clearly":[114],"indicating":[115],"edges.":[118]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2019-10-18T00:00:00"}