{"id":"https://openalex.org/W7131289092","doi":"https://doi.org/10.1007/s13755-026-00438-x","title":"An enhanced heart disease prediction model based on linear Diophantine fuzzy-integrated supervised machine learning","display_name":"An enhanced heart disease prediction model based on linear Diophantine fuzzy-integrated supervised machine learning","publication_year":2026,"publication_date":"2026-02-24","ids":{"openalex":"https://openalex.org/W7131289092","doi":"https://doi.org/10.1007/s13755-026-00438-x","pmid":"https://pubmed.ncbi.nlm.nih.gov/41743694"},"language":"en","primary_location":{"id":"doi:10.1007/s13755-026-00438-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13755-026-00438-x","pdf_url":null,"source":{"id":"https://openalex.org/S4210178793","display_name":"Health Information Science and Systems","issn_l":"2047-2501","issn":["2047-2501"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Information Science and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12929806/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000148301","display_name":"Jeevitha Kannan","orcid":"https://orcid.org/0000-0001-7846-9173"},"institutions":[{"id":"https://openalex.org/I145286018","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/050113w36","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018"]},{"id":"https://openalex.org/I4210101314","display_name":"SRM Dental College","ror":"https://ror.org/01bd1sf38","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210101314"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jeevitha Kannan","raw_affiliation_strings":["Center for Research, Easwari Engineering College, Chennai, India","Center of Computational Biology, SRM Institute of Science and Technology, Ramapuram, Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Research, Easwari Engineering College, Chennai, India","institution_ids":[]},{"raw_affiliation_string":"Center of Computational Biology, SRM Institute of Science and Technology, Ramapuram, Chennai, India","institution_ids":["https://openalex.org/I4210101314","https://openalex.org/I145286018"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073497315","display_name":"J. Vimala","orcid":"https://orcid.org/0000-0003-3138-9365"},"institutions":[{"id":"https://openalex.org/I131155284","display_name":"Alagappa University","ror":"https://ror.org/04ec9cc06","country_code":"IN","type":"education","lineage":["https://openalex.org/I131155284"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vimala Jayakumar","raw_affiliation_strings":["Department of Mathematics, Alagappa University, Karaikudi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Alagappa University, Karaikudi, India","institution_ids":["https://openalex.org/I131155284"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126674481","display_name":"Nasreen Kausar","orcid":null},"institutions":[{"id":"https://openalex.org/I115600380","display_name":"Bal\u0131kesir University","ror":"https://ror.org/02tv7db43","country_code":"TR","type":"education","lineage":["https://openalex.org/I115600380"]},{"id":"https://openalex.org/I4101805","display_name":"Y\u0131ld\u0131z Technical University","ror":"https://ror.org/0547yzj13","country_code":"TR","type":"education","lineage":["https://openalex.org/I4101805"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Nasreen Kausar","raw_affiliation_strings":["Department of Mathematics, Faculty of Arts and Science, 10145 Balikesir, Turkey","Department of Mathematics, Yildiz Technical University, Faculty of Arts and Science, 34220 Esenler, Istanbul T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Faculty of Arts and Science, 10145 Balikesir, Turkey","institution_ids":["https://openalex.org/I115600380"]},{"raw_affiliation_string":"Department of Mathematics, Yildiz Technical University, Faculty of Arts and Science, 34220 Esenler, Istanbul T\u00fcrkiye","institution_ids":["https://openalex.org/I4101805"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038221318","display_name":"Liang Kong","orcid":"https://orcid.org/0000-0002-5660-4984"},"institutions":[{"id":"https://openalex.org/I79884896","display_name":"University of Illinois at Springfield","ror":"https://ror.org/0126qma51","country_code":"US","type":"education","lineage":["https://openalex.org/I79884896"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Liang Kong","raw_affiliation_strings":["Department of Mathematical Sciences and Philosophy, University of Illinois Springfield, Springfield, IL USA"],"raw_orcid":"https://orcid.org/0000-0002-5660-4984","affiliations":[{"raw_affiliation_string":"Department of Mathematical Sciences and Philosophy, University of Illinois Springfield, Springfield, IL USA","institution_ids":["https://openalex.org/I79884896"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5038221318"],"corresponding_institution_ids":["https://openalex.org/I79884896"],"apc_list":{"value":2790,"currency":"EUR","value_usd":3590},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.34682145,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":"1","first_page":"43","last_page":"43"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.8629000186920166,"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":0.8629000186920166,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.016899999231100082,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.015799999237060547,"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/categorical-variable","display_name":"Categorical variable","score":0.6093999743461609},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.557699978351593},{"id":"https://openalex.org/keywords/vagueness","display_name":"Vagueness","score":0.47699999809265137},{"id":"https://openalex.org/keywords/ambiguity","display_name":"Ambiguity","score":0.45249998569488525},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.44429999589920044},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.3919000029563904},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.35350000858306885}],"concepts":[{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6557999849319458},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6341999769210815},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.6093999743461609},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.557699978351593},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5254999995231628},{"id":"https://openalex.org/C2776825360","wikidata":"https://www.wikidata.org/wiki/Q1411921","display_name":"Vagueness","level":3,"score":0.47699999809265137},{"id":"https://openalex.org/C2780522230","wikidata":"https://www.wikidata.org/wiki/Q1140419","display_name":"Ambiguity","level":2,"score":0.45249998569488525},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.44429999589920044},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.3919000029563904},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38429999351501465},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.35350000858306885},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3345000147819519},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.31299999356269836},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.302700012922287},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2980000078678131},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.28279998898506165},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.28119999170303345},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.27559998631477356},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.2637999951839447},{"id":"https://openalex.org/C2780074459","wikidata":"https://www.wikidata.org/wiki/Q389735","display_name":"Heart disease","level":2,"score":0.2535000145435333}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s13755-026-00438-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13755-026-00438-x","pdf_url":null,"source":{"id":"https://openalex.org/S4210178793","display_name":"Health Information Science and Systems","issn_l":"2047-2501","issn":["2047-2501"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Information Science and Systems","raw_type":"journal-article"},{"id":"pmid:41743694","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41743694","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health information science and systems","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:12929806","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12929806/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Health Inf Sci Syst","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:12929806","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12929806/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Health Inf Sci Syst","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.626851499080658,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1980564456","https://openalex.org/W2800488097","https://openalex.org/W2990041205","https://openalex.org/W4211007335","https://openalex.org/W4220772655","https://openalex.org/W4223644933","https://openalex.org/W4229079928","https://openalex.org/W4385720235","https://openalex.org/W4392397367","https://openalex.org/W4396596821","https://openalex.org/W4399245616","https://openalex.org/W4404468184","https://openalex.org/W4405898783","https://openalex.org/W4406834443","https://openalex.org/W4410194218","https://openalex.org/W4411868590","https://openalex.org/W4413332619"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2026-02-25T00:00:00"}
