{"id":"https://openalex.org/W4387122772","doi":"https://doi.org/10.1145/3607947.3608023","title":"Heart Failure Prediction Using Different Machine Learning Algorithms","display_name":"Heart Failure Prediction Using Different Machine Learning Algorithms","publication_year":2023,"publication_date":"2023-08-03","ids":{"openalex":"https://openalex.org/W4387122772","doi":"https://doi.org/10.1145/3607947.3608023"},"language":"en","primary_location":{"id":"doi:10.1145/3607947.3608023","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3607947.3608023","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 Fifteenth International Conference on Contemporary Computing","raw_type":"proceedings-article"},"type":"conference-paper","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/A5082017106","display_name":"Ananya Aggarwal","orcid":"https://orcid.org/0009-0003-9907-9408"},"institutions":[{"id":"https://openalex.org/I154970844","display_name":"Jaypee Institute of Information Technology","ror":"https://ror.org/05sttyy11","country_code":"IN","type":"education","lineage":["https://openalex.org/I154970844"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ananya Aggarwal","raw_affiliation_strings":["Department of Computer Science & Engineering and Information Technology, Jaypee Institute of Information Technology, India"],"raw_orcid":"https://orcid.org/0009-0003-9907-9408","affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering and Information Technology, Jaypee Institute of Information Technology, India","institution_ids":["https://openalex.org/I154970844"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102862201","display_name":"Samarth Gupta","orcid":"https://orcid.org/0009-0000-1504-5402"},"institutions":[{"id":"https://openalex.org/I154970844","display_name":"Jaypee Institute of Information Technology","ror":"https://ror.org/05sttyy11","country_code":"IN","type":"education","lineage":["https://openalex.org/I154970844"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Samarth Gupta","raw_affiliation_strings":["Department of Computer Science & Engineering and Information Technology, Jaypee Institute of Information Technology, India"],"raw_orcid":"https://orcid.org/0009-0000-1504-5402","affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering and Information Technology, Jaypee Institute of Information Technology, India","institution_ids":["https://openalex.org/I154970844"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084777979","display_name":"V. P. Varshney","orcid":"https://orcid.org/0009-0009-9403-0262"},"institutions":[{"id":"https://openalex.org/I154970844","display_name":"Jaypee Institute of Information Technology","ror":"https://ror.org/05sttyy11","country_code":"IN","type":"education","lineage":["https://openalex.org/I154970844"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vanshita Varshney","raw_affiliation_strings":["Department of Computer Science & Engineering and Information Technology, Jaypee Institute of Information Technology, India"],"raw_orcid":"https://orcid.org/0009-0009-9403-0262","affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering and Information Technology, Jaypee Institute of Information Technology, India","institution_ids":["https://openalex.org/I154970844"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013805698","display_name":"Shruti Jaiswal","orcid":"https://orcid.org/0000-0001-5862-5028"},"institutions":[{"id":"https://openalex.org/I154970844","display_name":"Jaypee Institute of Information Technology","ror":"https://ror.org/05sttyy11","country_code":"IN","type":"education","lineage":["https://openalex.org/I154970844"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shruti Jaiswal","raw_affiliation_strings":["Department of Computer Science & Engineering and Information Technology, Jaypee Institute of Information Technology, India"],"raw_orcid":"https://orcid.org/0000-0001-5862-5028","affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering and Information Technology, Jaypee Institute of Information Technology, India","institution_ids":["https://openalex.org/I154970844"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I154970844"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"352","last_page":"360"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9994999766349792,"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":0.9994999766349792,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9758999943733215,"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/T13690","display_name":"Quality and Safety in Healthcare","score":0.9470999836921692,"subfield":{"id":"https://openalex.org/subfields/3607","display_name":"Medical Laboratory Technology"},"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/hyperparameter","display_name":"Hyperparameter","score":0.8745485544204712},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7765289545059204},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7145276665687561},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.652911901473999},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6302003264427185},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.4353170096874237},{"id":"https://openalex.org/keywords/test-set","display_name":"Test set","score":0.4323884844779968},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.43051090836524963},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.4165961444377899}],"concepts":[{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.8745485544204712},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7765289545059204},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7145276665687561},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.652911901473999},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6302003264427185},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.4353170096874237},{"id":"https://openalex.org/C169903167","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Test set","level":2,"score":0.4323884844779968},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.43051090836524963},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.4165961444377899},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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:10.1145/3607947.3608023","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3607947.3608023","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 Fifteenth International Conference on Contemporary Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8700000047683716,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2949767632","https://openalex.org/W2957480063","https://openalex.org/W2964462869","https://openalex.org/W2995383697","https://openalex.org/W3037322243","https://openalex.org/W3104386278","https://openalex.org/W3134840015","https://openalex.org/W3138655689","https://openalex.org/W4241522665","https://openalex.org/W4285101279","https://openalex.org/W6989336298"],"related_works":["https://openalex.org/W2602382373","https://openalex.org/W3198113463","https://openalex.org/W4285827128","https://openalex.org/W2787698406","https://openalex.org/W2963844355","https://openalex.org/W4361251046","https://openalex.org/W3095116576","https://openalex.org/W98577079","https://openalex.org/W4387465941","https://openalex.org/W3035095237"],"abstract_inverted_index":{"A":[0],"doctor":[1],"can":[2],"benefit":[3],"greatly":[4],"from":[5,46],"an":[6,10],"early":[7],"diagnosis":[8],"of":[9,29,49,66,76,86],"illness":[11,30],"and":[12,56],"lower":[13],"their":[14,72],"patient's":[15],"mortality":[16],"risk.":[17],"Machine":[18],"learning":[19],"algorithms":[20],"play":[21],"a":[22,64],"significant":[23],"role":[24],"in":[25,35],"the":[26,44,47,83,94,98],"initial":[27],"stages":[28],"detection,":[31],"which":[32],"would":[33,79],"help":[34],"providing":[36],"effective":[37],"treatment":[38],"for":[39],"patients.":[40],"We":[41,60],"are":[42,90],"using":[43,63,91],"dataset":[45],"University":[48],"California,":[50],"Irvine":[51],"(UCI)":[52],"repository":[53],"to":[54],"train":[55],"test":[57],"our":[58],"model.":[59],"will":[61],"be":[62,80],"total":[65],"twelve":[67],"machine-learning":[68],"algorithms.":[69],"To":[70],"improve":[71],"performance,":[73],"Hyperparameter":[74],"tuning":[75],"each":[77],"algorithm":[78],"done.":[81],"For":[82,101],"comparative":[84],"analysis":[85],"all":[87],"algorithms,":[88],"we":[89],"accuracy":[92],"on":[93],"testing":[95],"set":[96],"as":[97],"performance":[99],"measure.":[100],"simulation,":[102],"Jupyter":[103],"Notebook":[104],"6.5.2":[105],"is":[106],"used.":[107]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}