{"id":"https://openalex.org/W4391548903","doi":"https://doi.org/10.1109/cist56084.2023.10409886","title":"A State of Art of Cardiovascular Diseases Using Machine Learning Algorithms","display_name":"A State of Art of Cardiovascular Diseases Using Machine Learning Algorithms","publication_year":2023,"publication_date":"2023-12-16","ids":{"openalex":"https://openalex.org/W4391548903","doi":"https://doi.org/10.1109/cist56084.2023.10409886"},"language":"en","primary_location":{"id":"doi:10.1109/cist56084.2023.10409886","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cist56084.2023.10409886","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 7th IEEE Congress on Information Science and Technology (CiSt)","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/A5093865989","display_name":"Hajar Benzakour","orcid":null},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Hajar Benzakour","raw_affiliation_strings":["Sidi Mohamed Ben Abdellah University,Computer Sc. and Interdisc. Physics Laboratory-LIPI,Fez,Morocco","Computer Sc. and Interdisc. Physics Laboratory-LIPI, Sidi Mohamed Ben Abdellah University, Fez, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sidi Mohamed Ben Abdellah University,Computer Sc. and Interdisc. Physics Laboratory-LIPI,Fez,Morocco","institution_ids":["https://openalex.org/I81605866"]},{"raw_affiliation_string":"Computer Sc. and Interdisc. Physics Laboratory-LIPI, Sidi Mohamed Ben Abdellah University, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091945999","display_name":"Chaimae Chekira","orcid":"https://orcid.org/0009-0007-9386-1836"},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Chaimae Chekira","raw_affiliation_strings":["Sidi Mohamed Ben Abdellah University,Computer Sc. and Interdisc. Physics Laboratory-LIPI,Fez,Morocco","Computer Sc. and Interdisc. Physics Laboratory-LIPI, Sidi Mohamed Ben Abdellah University, Fez, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sidi Mohamed Ben Abdellah University,Computer Sc. and Interdisc. Physics Laboratory-LIPI,Fez,Morocco","institution_ids":["https://openalex.org/I81605866"]},{"raw_affiliation_string":"Computer Sc. and Interdisc. Physics Laboratory-LIPI, Sidi Mohamed Ben Abdellah University, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091547773","display_name":"Hakim El Fadili","orcid":"https://orcid.org/0000-0002-3885-7662"},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Hakim El Fadili","raw_affiliation_strings":["Sidi Mohamed Ben Abdellah University,Computer Sc. and Interdisc. Physics Laboratory-LIPI,Fez,Morocco","Computer Sc. and Interdisc. Physics Laboratory-LIPI, Sidi Mohamed Ben Abdellah University, Fez, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sidi Mohamed Ben Abdellah University,Computer Sc. and Interdisc. Physics Laboratory-LIPI,Fez,Morocco","institution_ids":["https://openalex.org/I81605866"]},{"raw_affiliation_string":"Computer Sc. and Interdisc. Physics Laboratory-LIPI, Sidi Mohamed Ben Abdellah University, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072452494","display_name":"Khalid Zenkouar","orcid":"https://orcid.org/0000-0001-6241-2981"},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Khalid Zenkouar","raw_affiliation_strings":["Sidi Mohamed Ben Abdellah University,Intelligent System and Application Laboratory-LSIA,Fez,Morocco","Intelligent System and Application Laboratory-LSIA, Sidi Mohamed Ben Abdellah University, Fez, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sidi Mohamed Ben Abdellah University,Intelligent System and Application Laboratory-LSIA,Fez,Morocco","institution_ids":["https://openalex.org/I81605866"]},{"raw_affiliation_string":"Intelligent System and Application Laboratory-LSIA, Sidi Mohamed Ben Abdellah University, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I81605866"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"111","last_page":"116"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9987000226974487,"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":0.9987000226974487,"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/T13690","display_name":"Quality and Safety in Healthcare","score":0.9387000203132629,"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"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9024999737739563,"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/machine-learning","display_name":"Machine learning","score":0.8210623264312744},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6976008415222168},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6649026870727539},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5241758227348328},{"id":"https://openalex.org/keywords/heart-disease","display_name":"Heart disease","score":0.5130363702774048},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4838053584098816},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4310225546360016},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.14420157670974731},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10685986280441284},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.0802830159664154}],"concepts":[{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.8210623264312744},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6976008415222168},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6649026870727539},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5241758227348328},{"id":"https://openalex.org/C2780074459","wikidata":"https://www.wikidata.org/wiki/Q389735","display_name":"Heart disease","level":2,"score":0.5130363702774048},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4838053584098816},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4310225546360016},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14420157670974731},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10685986280441284},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.0802830159664154},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cist56084.2023.10409886","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cist56084.2023.10409886","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 7th IEEE Congress on Information Science and Technology (CiSt)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.7799999713897705}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1996313056","https://openalex.org/W2026118521","https://openalex.org/W2026841079","https://openalex.org/W2030414968","https://openalex.org/W2035510150","https://openalex.org/W2053877850","https://openalex.org/W2062302861","https://openalex.org/W2078590217","https://openalex.org/W2092964187","https://openalex.org/W2095554003","https://openalex.org/W2132982517","https://openalex.org/W2157076137","https://openalex.org/W2163215699","https://openalex.org/W2270635011","https://openalex.org/W2547039449","https://openalex.org/W2599545132","https://openalex.org/W2789638108","https://openalex.org/W2920805549","https://openalex.org/W2939311322","https://openalex.org/W2943511409","https://openalex.org/W2949767632","https://openalex.org/W2954788759","https://openalex.org/W2982980439","https://openalex.org/W2993912790","https://openalex.org/W3011706185","https://openalex.org/W3041913137","https://openalex.org/W3093854333","https://openalex.org/W3117671522","https://openalex.org/W3119417613","https://openalex.org/W3126831744","https://openalex.org/W3135348108","https://openalex.org/W3143658565","https://openalex.org/W3162856783","https://openalex.org/W3168912466","https://openalex.org/W4200517787","https://openalex.org/W4226378822","https://openalex.org/W4283770179","https://openalex.org/W4287833982","https://openalex.org/W4313290195","https://openalex.org/W6694064012","https://openalex.org/W6770935105","https://openalex.org/W6770954436","https://openalex.org/W6781788824"],"related_works":["https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2053286651","https://openalex.org/W2181743346","https://openalex.org/W2187401768","https://openalex.org/W2181413294","https://openalex.org/W2989452537","https://openalex.org/W2052122378","https://openalex.org/W2544423928","https://openalex.org/W2062023542"],"abstract_inverted_index":{"One":[0],"of":[1,5,29,36,47,55,61,92],"the":[2,8,41,59,70,77,90,105,115],"primary":[3],"causes":[4],"death":[6],"on":[7],"globe":[9],"is":[10,50],"heart":[11,62,93],"disease.":[12],"It":[13],"can":[14,21],"be":[15],"accurately":[16],"and":[17,95,107],"early":[18],"predicted,":[19],"which":[20],"help":[22],"to":[23,51],"avoid":[24],"negative":[25],"effects.":[26],"The":[27,44,74,100],"prediction":[28,64,91],"cardiac":[30],"disease":[31,63,94],"has":[32],"made":[33],"substantial":[34],"use":[35],"machine":[37,66,79,111],"learning":[38,67,80,112],"techniques":[39,113],"in":[40,58,85],"last":[42],"decade.":[43],"main":[45],"objective":[46],"this":[48],"paper":[49,75,101],"give":[52],"an":[53],"overview":[54],"current":[56],"advancements":[57],"field":[60],"using":[65,110],"approaches":[68],"over":[69],"previous":[71],"17":[72],"years.":[73],"addresses":[76],"various":[78],"algorithms":[81],"that":[82],"were":[83],"employed":[84],"40":[86],"research":[87],"investigations":[88],"for":[89],"their":[96],"performance":[97],"evaluation":[98],"measures.":[99],"concludes":[102],"by":[103],"discussing":[104],"challenges":[106],"future":[108],"directions":[109],"with":[114],"corresponding":[116],"recommendations.":[117]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
