{"id":"https://openalex.org/W3209235307","doi":"https://doi.org/10.31590/ejosat.1012986","title":"Makine \u00d6\u011frenimi Algoritmalar\u0131 Kullanarak Kalp Hastal\u0131klar\u0131n\u0131n Tespit Edilmesi","display_name":"Makine \u00d6\u011frenimi Algoritmalar\u0131 Kullanarak Kalp Hastal\u0131klar\u0131n\u0131n Tespit Edilmesi","publication_year":2021,"publication_date":"2021-10-29","ids":{"openalex":"https://openalex.org/W3209235307","doi":"https://doi.org/10.31590/ejosat.1012986","mag":"3209235307"},"language":"tr","primary_location":{"id":"doi:10.31590/ejosat.1012986","doi":"https://doi.org/10.31590/ejosat.1012986","is_oa":true,"landing_page_url":"https://doi.org/10.31590/ejosat.1012986","pdf_url":"https://dergipark.org.tr/tr/download/article-file/2039489","source":{"id":"https://openalex.org/S4210197137","display_name":"European Journal of Science and Technology","issn_l":"2148-2683","issn":["2148-2683"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4327628574","host_organization_name":"European Journal of Science and Technology","host_organization_lineage":["https://openalex.org/P4327628574"],"host_organization_lineage_names":["European Journal of Science and Technology"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Journal of Science and Technology","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://dergipark.org.tr/tr/download/article-file/2039489","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005474488","display_name":"Mustafa Co\u015far","orcid":"https://orcid.org/0000-0001-6482-4592","observed_orcids":["https://orcid.org/0000-0001-6482-4592"]},"institutions":[{"id":"https://openalex.org/I2799360972","display_name":"Hitit \u00dcniversitesi","ror":"https://ror.org/01x8m3269","country_code":"TR","type":"education","lineage":["https://openalex.org/I2799360972"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mustafa CO\u015eAR","raw_affiliation_strings":["Hitit University, Faculty of Engineering, Departmant of Computer Engineering, \u00c7orum, Turkey,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hitit University, Faculty of Engineering, Departmant of Computer Engineering, \u00c7orum, Turkey,","institution_ids":["https://openalex.org/I2799360972"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101526445","display_name":"Emre Deniz","orcid":"https://orcid.org/0000-0003-1563-9256","observed_orcids":["https://orcid.org/0000-0003-1563-9256"]},"institutions":[{"id":"https://openalex.org/I2799360972","display_name":"Hitit \u00dcniversitesi","ror":"https://ror.org/01x8m3269","country_code":"TR","type":"education","lineage":["https://openalex.org/I2799360972"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Emre DEN\u0130Z","raw_affiliation_strings":["Hitit University, Faculty of Engineering, Departmant of Computer Engineering, \u00c7orum, Turkey,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hitit University, Faculty of Engineering, Departmant of Computer Engineering, \u00c7orum, Turkey,","institution_ids":["https://openalex.org/I2799360972"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I2799360972"],"apc_list":null,"apc_paid":null,"fwci":1.0226,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.75334797,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":1.0,"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":1.0,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/heart-disease-prediction","display_name":"heart disease prediction","score":0.8560000061988831},{"id":"https://openalex.org/keywords/cardiovascular-disease","display_name":"cardiovascular disease","score":0.7889999747276306},{"id":"https://openalex.org/keywords/machine-learning-classification","display_name":"machine learning classification","score":0.7210000157356262},{"id":"https://openalex.org/keywords/random-forest","display_name":"random forest","score":0.8799999952316284},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"logistic regression","score":0.996999979019165},{"id":"https://openalex.org/keywords/k-nearest-neighbors","display_name":"k-nearest neighbors","score":0.9929999709129333},{"id":"https://openalex.org/keywords/early-diagnosis","display_name":"early diagnosis","score":0.6940000057220459}],"concepts":[{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4064089059829712},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3954150378704071},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.3864823579788208},{"id":"https://openalex.org/C29456083","wikidata":"https://www.wikidata.org/wiki/Q1221899","display_name":"Gynecology","level":1,"score":0.384723424911499}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.31590/ejosat.1012986","doi":"https://doi.org/10.31590/ejosat.1012986","is_oa":true,"landing_page_url":"https://doi.org/10.31590/ejosat.1012986","pdf_url":"https://dergipark.org.tr/tr/download/article-file/2039489","source":{"id":"https://openalex.org/S4210197137","display_name":"European Journal of Science and Technology","issn_l":"2148-2683","issn":["2148-2683"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4327628574","host_organization_name":"European Journal of Science and Technology","host_organization_lineage":["https://openalex.org/P4327628574"],"host_organization_lineage_names":["European Journal of Science and Technology"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Journal of Science and Technology","raw_type":"journal-article"},{"id":"pmh:oai:dergipark.org.tr:article/1012986","doi":null,"is_oa":true,"landing_page_url":"https://dergipark.org.tr/tr/pub/ejosat/issue/64234/1012986","pdf_url":"https://dergipark.org.tr/tr/pub/ejosat/issue/64234/1012986","source":{"id":"https://openalex.org/S4306401840","display_name":"DergiPark (Istanbul University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67581229","host_organization_name":"Istanbul University","host_organization_lineage":["https://openalex.org/I67581229"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"European Journal of Science and Technology","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.31590/ejosat.1012986","doi":"https://doi.org/10.31590/ejosat.1012986","is_oa":true,"landing_page_url":"https://doi.org/10.31590/ejosat.1012986","pdf_url":"https://dergipark.org.tr/tr/download/article-file/2039489","source":{"id":"https://openalex.org/S4210197137","display_name":"European Journal of Science and Technology","issn_l":"2148-2683","issn":["2148-2683"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4327628574","host_organization_name":"European Journal of Science and Technology","host_organization_lineage":["https://openalex.org/P4327628574"],"host_organization_lineage_names":["European Journal of Science and Technology"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Journal of Science and Technology","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":1.0}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3209235307.pdf","grobid_xml":"https://content.openalex.org/works/W3209235307.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W1974183452","https://openalex.org/W2142827986","https://openalex.org/W2795475639","https://openalex.org/W2903099708","https://openalex.org/W2913740045","https://openalex.org/W2947863789","https://openalex.org/W3004627819","https://openalex.org/W3014853811","https://openalex.org/W3046477442","https://openalex.org/W3109325252","https://openalex.org/W3142315931","https://openalex.org/W3196295445"],"related_works":["https://openalex.org/W4385776457","https://openalex.org/W7057301008","https://openalex.org/W7219507899","https://openalex.org/W4313041064","https://openalex.org/W4310447446","https://openalex.org/W4367833105","https://openalex.org/W7217304461","https://openalex.org/W4415203673","https://openalex.org/W4312341377","https://openalex.org/W7039483600"],"abstract_inverted_index":{"Kardiyovask\u00fcler":[0],"hastal\u0131klar,":[1],"her":[2],"y\u0131l":[3],"tahminen":[4],"17.9":[5],"milyon":[6],"can":[7],"kayb\u0131na":[8],"neden":[9],"olmaktad\u0131r.":[10],"Toplam":[11],"\u00f6l\u00fcm":[12],"miktar\u0131n\u0131n":[13],"b\u00fcy\u00fck":[14],"bir":[15,26,96,115,126,133],"\u00e7o\u011funlu\u011funu":[16],"olu\u015fturan":[17],"kalp":[18,58,82,100,141],"hastal\u0131klar\u0131":[19],"i\u00e7in":[20,62],"erken":[21],"tan\u0131":[22],"ve":[23,45,71,99,131],"tedaviler":[24],"\u00f6nemli":[25],"yer":[27],"kapsamaktad\u0131r.":[28],"Uzun":[29],"zamand\u0131r":[30],"t\u0131p":[31],"alan\u0131nda":[32],"ger\u00e7ekle\u015ftirilen":[33],"\u00e7al\u0131\u015fmalar,":[34],"son":[35],"\u00e7eyrek":[36],"y\u00fczy\u0131lda":[37],"bilgisayar":[38],"bilimlerinin":[39],"h\u0131zl\u0131":[40],"y\u00fckseli\u015fi":[41],"sayesinde":[42],"makine":[43,67,91],"\u00f6\u011frenmesi":[44,68,92],"yapay":[46],"zek\u00e2":[47],"gibi":[48],"yeni":[49],"tekniklerle":[50],"desteklenerek":[51],"daha":[52,119],"ba\u015far\u0131l\u0131":[53,120],"hale":[54],"getirilmi\u015ftir.":[55],"Bu":[56],"\u00e7al\u0131\u015fmada":[57],"rahats\u0131zl\u0131\u011f\u0131n\u0131":[59],"tespit":[60,104,148],"etmek":[61],"\u00f6rnek":[63,95],"veri":[64,76,145],"seti":[65,77],"\u00fczerinde":[66],"teknikleri":[69],"uygulanm\u0131\u015f":[70],"sonu\u00e7lar":[72,108],"kar\u015f\u0131la\u015ft\u0131r\u0131lm\u0131\u015ft\u0131r.":[73],"\u0130lk":[74],"olarak":[75],"analiz":[78],"edilmi\u015ftir.":[79,105],"Hangi":[80],"verilerin":[81],"rahats\u0131zl\u0131\u011f\u0131na":[83],"dair":[84],"i\u015faretlerde":[85],"bulunabilece\u011fi":[86],"belirtilmi\u015ftir.":[87],"Ard\u0131ndan":[88],"\u00fc\u00e7":[89],"farkl\u0131":[90],"y\u00f6ntemleri":[93],"kullan\u0131larak":[94],"model":[97],"olu\u015fturulmu\u015f":[98],"rahats\u0131zl\u0131\u011f\u0131":[101],"olan":[102],"bireyler":[103],"Elde":[106],"edilen":[107],"kar\u015f\u0131la\u015ft\u0131r\u0131ld\u0131\u011f\u0131nda,":[109],"Random":[110],"Forest":[111],"algoritmas\u0131":[112,137],"ile":[113,118,128,135,146],"%88\u2019lik":[114],"do\u011fruluk":[116,134],"oran\u0131":[117],"oldu\u011fu":[121],"g\u00f6zlemlenmi\u015ftir.":[122],"Bunu":[123],"s\u0131ras\u0131yla":[124],"%85\u2019lik":[125],"do\u011frulukla":[127],"Lojistik":[129],"Regresyon":[130],"%70\u2019lik":[132],"kNN":[136],"takip":[138],"etmi\u015ftir.":[139],"Bulgular,":[140],"rahats\u0131zl\u0131\u011f\u0131n\u0131n":[142],"temel":[143],"birka\u00e7":[144],"kolayca":[147],"edilebilece\u011fini":[149],"g\u00f6stermektedir.":[150]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2021-11-08T00:00:00"}