{"id":"https://openalex.org/W4405271236","doi":"https://doi.org/10.1109/cvmi61877.2024.10782183","title":"Cardiac Diseases detection by multimodal cardiac data classification using CNN-ANN cascaded algorithm","display_name":"Cardiac Diseases detection by multimodal cardiac data classification using CNN-ANN cascaded algorithm","publication_year":2024,"publication_date":"2024-10-19","ids":{"openalex":"https://openalex.org/W4405271236","doi":"https://doi.org/10.1109/cvmi61877.2024.10782183"},"language":"en","primary_location":{"id":"doi:10.1109/cvmi61877.2024.10782183","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvmi61877.2024.10782183","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Computer Vision and Machine Intelligence (CVMI)","raw_type":"proceedings-article"},"type":"article","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/A5101626451","display_name":"Rohini Srivastava","orcid":"https://orcid.org/0000-0002-3712-6534"},"institutions":[{"id":"https://openalex.org/I152869788","display_name":"Motilal Nehru National Institute of Technology","ror":"https://ror.org/04dp7tp96","country_code":"IN","type":"education","lineage":["https://openalex.org/I152869788"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Rohini Srivastava","raw_affiliation_strings":["MNNIT Allahabad,Electronics and Communication Engineering Department,Prayagraj,India"],"affiliations":[{"raw_affiliation_string":"MNNIT Allahabad,Electronics and Communication Engineering Department,Prayagraj,India","institution_ids":["https://openalex.org/I152869788"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000074425","display_name":"Kunvar Kant Patel","orcid":"https://orcid.org/0000-0003-4812-3694"},"institutions":[{"id":"https://openalex.org/I152869788","display_name":"Motilal Nehru National Institute of Technology","ror":"https://ror.org/04dp7tp96","country_code":"IN","type":"education","lineage":["https://openalex.org/I152869788"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kunvar Kant Patel","raw_affiliation_strings":["MNNIT Allahabad,Electronics and Communication Engineering Department,Prayagraj,India"],"affiliations":[{"raw_affiliation_string":"MNNIT Allahabad,Electronics and Communication Engineering Department,Prayagraj,India","institution_ids":["https://openalex.org/I152869788"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102974388","display_name":"Sheetal Singh","orcid":"https://orcid.org/0009-0004-6335-9173"},"institutions":[{"id":"https://openalex.org/I152869788","display_name":"Motilal Nehru National Institute of Technology","ror":"https://ror.org/04dp7tp96","country_code":"IN","type":"education","lineage":["https://openalex.org/I152869788"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sheetal Singh","raw_affiliation_strings":["MNNIT Allahabad,Electronics and Communication Engineering Department,Prayagraj,India"],"affiliations":[{"raw_affiliation_string":"MNNIT Allahabad,Electronics and Communication Engineering Department,Prayagraj,India","institution_ids":["https://openalex.org/I152869788"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101708104","display_name":"Basant Kumar","orcid":null},"institutions":[{"id":"https://openalex.org/I152869788","display_name":"Motilal Nehru National Institute of Technology","ror":"https://ror.org/04dp7tp96","country_code":"IN","type":"education","lineage":["https://openalex.org/I152869788"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Basant Kumar","raw_affiliation_strings":["MNNIT Allahabad,Electronics and Communication Engineering Department,Prayagraj,India"],"affiliations":[{"raw_affiliation_string":"MNNIT Allahabad,Electronics and Communication Engineering Department,Prayagraj,India","institution_ids":["https://openalex.org/I152869788"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101626451"],"corresponding_institution_ids":["https://openalex.org/I152869788"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.32123467,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.7152000069618225,"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"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.7152000069618225,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6871399879455566},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.521971583366394},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4312218427658081},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4126489460468292}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6871399879455566},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.521971583366394},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4312218427658081},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4126489460468292}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cvmi61877.2024.10782183","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvmi61877.2024.10782183","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Computer Vision and Machine Intelligence (CVMI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334740","display_name":"Human Resource Development Group","ror":"https://ror.org/0577j0g35"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2054008942","https://openalex.org/W2761444021","https://openalex.org/W2802900481","https://openalex.org/W2827978565","https://openalex.org/W2913789442","https://openalex.org/W2968826351","https://openalex.org/W2996759592","https://openalex.org/W3011417607","https://openalex.org/W3012816200","https://openalex.org/W3089274114","https://openalex.org/W3092443416","https://openalex.org/W3105639173","https://openalex.org/W3134397872","https://openalex.org/W3184833890","https://openalex.org/W6726907659"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"This":[0,134],"paper":[1],"presents":[2],"early":[3],"heart":[4,53,115,132,151],"disease":[5],"detection":[6],"considering":[7],"multimodal":[8,135],"physiological":[9,34,103],"parameters":[10,35,104],"classification":[11,70,113],"using":[12],"a":[13],"cascaded":[14],"combination":[15],"of":[16,114,120,142,150],"Convolutional":[17],"Neural":[18,22],"Network":[19,23],"and":[20,48,68,92],"Artificial":[21],"algorithms.":[24],"It":[25],"has":[26],"been":[27],"established":[28],"that":[29,124],"ECG":[30,64,82,96,129],"along":[31,98],"with":[32,99,127],"other":[33,102],"such":[36],"as":[37],"age,":[38],"blood":[39,41],"pressure,":[40],"sugar,":[42],"etc,":[43],"may":[44,130],"provide":[45],"more":[46],"comprehensive":[47],"accurate":[49],"diagnostic":[50],"information":[51],"about":[52],"functioning":[54],"In":[55],"this":[56],"work,":[57],"CNN":[58],"is":[59,72],"used":[60],"to":[61,74],"classify":[62],"the":[63,69,100,108,125,140,147],"into":[65,86,107],"seven":[66],"classes,":[67],"accuracy":[71],"found":[73],"be":[75],"$\\mathbf{9":[76],"8.":[77],"6":[78],"9":[79],"\\%}$":[80],"These":[81],"classes":[83],"are":[84,105],"mapped":[85],"three":[87],"categories":[88],"namely,":[89],"normal,":[90],"moderate,":[91],"severe":[93],"The":[94,117],"classified":[95],"data":[97],"thirteen":[101],"fed":[106],"ANN":[109,121],"model":[110],"for":[111],"binary":[112],"disease.":[116,133,152],"experimental":[118],"results":[119],"output":[122],"demonstrate":[123],"patients":[126],"normal":[128],"have":[131],"analysis":[136],"will":[137],"further":[138],"reduce":[139],"possibility":[141],"False":[143],"Negative":[144],"conditions":[145],"during":[146],"primary":[148],"screening":[149]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
