{"id":"https://openalex.org/W3094095824","doi":"https://doi.org/10.1109/icccnt49239.2020.9225673","title":"Methodologies and Techniques for Heart Disease Classification and Prediction","display_name":"Methodologies and Techniques for Heart Disease Classification and Prediction","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3094095824","doi":"https://doi.org/10.1109/icccnt49239.2020.9225673","mag":"3094095824"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt49239.2020.9225673","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt49239.2020.9225673","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT)","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/A5077972214","display_name":"Priyanka S. Sangle","orcid":null},"institutions":[{"id":"https://openalex.org/I4210162439","display_name":"MIT Art, Design and Technology University","ror":"https://ror.org/05b69xa56","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210162439"]},{"id":"https://openalex.org/I4387152970","display_name":"MIT Academy of Engineering","ror":"https://ror.org/05sjf8653","country_code":null,"type":"education","lineage":["https://openalex.org/I4387152970"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Priyanka S. Sangle","raw_affiliation_strings":["School of Computer Engineering and Technology, MIT Academy of Engineering, Pune, Maharashtra, India"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Technology, MIT Academy of Engineering, Pune, Maharashtra, India","institution_ids":["https://openalex.org/I4210162439","https://openalex.org/I4387152970"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077606822","display_name":"Rajeshwari Goudar","orcid":null},"institutions":[{"id":"https://openalex.org/I4387152970","display_name":"MIT Academy of Engineering","ror":"https://ror.org/05sjf8653","country_code":null,"type":"education","lineage":["https://openalex.org/I4387152970"]},{"id":"https://openalex.org/I4210162439","display_name":"MIT Art, Design and Technology University","ror":"https://ror.org/05b69xa56","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210162439"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"R. M. Goudar","raw_affiliation_strings":["School of Computer Engineering and Technology, MIT Academy of Engineering, Pune, Maharashtra, India"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Technology, MIT Academy of Engineering, Pune, Maharashtra, India","institution_ids":["https://openalex.org/I4210162439","https://openalex.org/I4387152970"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079344510","display_name":"Avinash Bhute","orcid":"https://orcid.org/0000-0003-3236-686X"},"institutions":[{"id":"https://openalex.org/I4387152970","display_name":"MIT Academy of Engineering","ror":"https://ror.org/05sjf8653","country_code":null,"type":"education","lineage":["https://openalex.org/I4387152970"]},{"id":"https://openalex.org/I4210162439","display_name":"MIT Art, Design and Technology University","ror":"https://ror.org/05b69xa56","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210162439"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"A.N. Bhute","raw_affiliation_strings":["School of Computer Engineering and Technology, MIT Academy of Engineering, Pune, Maharashtra, India"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Technology, MIT Academy of Engineering, Pune, Maharashtra, India","institution_ids":["https://openalex.org/I4210162439","https://openalex.org/I4387152970"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5077972214"],"corresponding_institution_ids":["https://openalex.org/I4210162439","https://openalex.org/I4387152970"],"apc_list":null,"apc_paid":null,"fwci":3.5434,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.93988202,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9994000196456909,"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":0.9994000196456909,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9700000286102295,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9480999708175659,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/heart-disease","display_name":"Heart disease","score":0.6922184824943542},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5847415924072266},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.5563604831695557},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.41644710302352905},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3752884864807129},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3745715022087097},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3465963900089264},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.24245426058769226},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.20876306295394897}],"concepts":[{"id":"https://openalex.org/C2780074459","wikidata":"https://www.wikidata.org/wiki/Q389735","display_name":"Heart disease","level":2,"score":0.6922184824943542},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5847415924072266},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5563604831695557},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.41644710302352905},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3752884864807129},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3745715022087097},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3465963900089264},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.24245426058769226},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.20876306295394897}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt49239.2020.9225673","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt49239.2020.9225673","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8799999952316284,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W91834292","https://openalex.org/W309845829","https://openalex.org/W1570448133","https://openalex.org/W2485540933","https://openalex.org/W2579725890","https://openalex.org/W2603008931","https://openalex.org/W2610135452","https://openalex.org/W2741389927","https://openalex.org/W2750664433","https://openalex.org/W2755582817","https://openalex.org/W2757234378","https://openalex.org/W2797700545","https://openalex.org/W2802506731","https://openalex.org/W2949767632","https://openalex.org/W4385961840"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Heart":[0,31],"disease":[1,19,22,32],"is":[2,38,75],"one":[3],"of":[4,9,23,45,66,72,96],"the":[5,14,43,64,80,87],"most":[6],"common":[7],"reasons":[8],"increased":[10],"mortality":[11],"rate":[12],"in":[13,42,62,94],"world.":[15],"The":[16,70],"term":[17],"heart":[18,24,88],"refers":[20],"to":[21,76],"&":[25],"blood":[26],"vessel":[27],"system":[28],"within":[29],"it.":[30],"prediction":[33],"at":[34],"a":[35,39],"premature":[36],"phase":[37],"critical":[40],"challenge":[41],"area":[44],"clinical":[46,67],"data":[47],"analysis.":[48],"Nowadays":[49],"appropriate":[50],"decision":[51],"support":[52],"systems":[53],"are":[54],"being":[55],"used":[56],"by":[57],"many":[58],"hospitals":[59],"that":[60],"results":[61,93],"minimizing":[63],"cost":[65],"tests":[68],"ultimately.":[69],"objective":[71],"this":[73],"paper":[74],"explore":[77],"and":[78,83,101],"analyze":[79],"different":[81],"techniques":[82],"methodologies":[84],"for":[85],"classifying":[86],"diseases":[89],"which":[90],"gives":[91],"better":[92],"terms":[95],"evaluation":[97],"parameters":[98],"viz.":[99],"accuracy":[100],"performance.":[102]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-04T09:10:02.777135","created_date":"2025-10-10T00:00:00"}