{"id":"https://openalex.org/W2411631905","doi":"https://doi.org/10.1007/s10916-016-0536-z","title":"A Hybrid Data Mining Model to Predict Coronary Artery Disease Cases Using Non-Invasive Clinical Data","display_name":"A Hybrid Data Mining Model to Predict Coronary Artery Disease Cases Using Non-Invasive Clinical Data","publication_year":2016,"publication_date":"2016-06-11","ids":{"openalex":"https://openalex.org/W2411631905","doi":"https://doi.org/10.1007/s10916-016-0536-z","mag":"2411631905","pmid":"https://pubmed.ncbi.nlm.nih.gov/27286983"},"language":"en","primary_location":{"id":"doi:10.1007/s10916-016-0536-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10916-016-0536-z","pdf_url":null,"source":{"id":"https://openalex.org/S37151855","display_name":"Journal of Medical Systems","issn_l":"0148-5598","issn":["0148-5598","1573-689X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Medical Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5028674832","display_name":"Luxmi Verma","orcid":"https://orcid.org/0000-0002-9850-0390"},"institutions":[{"id":"https://openalex.org/I129798099","display_name":"The NorthCap University","ror":"https://ror.org/0343j7r38","country_code":"IN","type":"education","lineage":["https://openalex.org/I129798099"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Luxmi Verma","raw_affiliation_strings":["Department of Computer Science and Engineering, The NorthCap University, Gurgaon, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, The NorthCap University, Gurgaon, India","institution_ids":["https://openalex.org/I129798099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059166413","display_name":"Sangeet Srivastava","orcid":"https://orcid.org/0000-0001-5848-8967"},"institutions":[{"id":"https://openalex.org/I129798099","display_name":"The NorthCap University","ror":"https://ror.org/0343j7r38","country_code":"IN","type":"education","lineage":["https://openalex.org/I129798099"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sangeet Srivastava","raw_affiliation_strings":["Department of Applied Sciences, The NorthCap University, Gurgaon, India. sangeetsrivastava@ncuindia.edu","Department of Applied Sciences, The NorthCap University, Gurgaon, India"],"affiliations":[{"raw_affiliation_string":"Department of Applied Sciences, The NorthCap University, Gurgaon, India. sangeetsrivastava@ncuindia.edu","institution_ids":[]},{"raw_affiliation_string":"Department of Applied Sciences, The NorthCap University, Gurgaon, India","institution_ids":["https://openalex.org/I129798099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001853682","display_name":"Prakash Chand Negi","orcid":"https://orcid.org/0000-0002-0087-3106"},"institutions":[{"id":"https://openalex.org/I2799277952","display_name":"Indira Gandhi Medical College","ror":"https://ror.org/056rage58","country_code":"IN","type":"education","lineage":["https://openalex.org/I2799277952"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P. C. Negi","raw_affiliation_strings":["Department of Cardiology, Indira Gandhi Medical College, Shimla, India"],"affiliations":[{"raw_affiliation_string":"Department of Cardiology, Indira Gandhi Medical College, Shimla, India","institution_ids":["https://openalex.org/I2799277952"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5059166413"],"corresponding_institution_ids":["https://openalex.org/I129798099"],"apc_list":{"value":3390,"currency":"EUR","value_usd":4390},"apc_paid":null,"fwci":36.8417,"has_fulltext":false,"cited_by_count":237,"citation_normalized_percentile":{"value":0.99708434,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"40","issue":"7","first_page":"178","last_page":"178"},"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9833999872207642,"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/cad","display_name":"CAD","score":0.7457538843154907},{"id":"https://openalex.org/keywords/coronary-artery-disease","display_name":"Coronary artery disease","score":0.6090589761734009},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5767834186553955},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5577749609947205},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5502068996429443},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5447250008583069},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4913853704929352},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4820783734321594},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.4789586365222931},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4686509966850281},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.4454379081726074},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38359013199806213},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3084249496459961},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.2875440716743469},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.23502421379089355}],"concepts":[{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.7457538843154907},{"id":"https://openalex.org/C2778213512","wikidata":"https://www.wikidata.org/wiki/Q844935","display_name":"Coronary artery disease","level":2,"score":0.6090589761734009},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5767834186553955},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5577749609947205},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5502068996429443},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5447250008583069},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4913853704929352},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4820783734321594},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.4789586365222931},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4686509966850281},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.4454379081726074},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38359013199806213},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3084249496459961},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2875440716743469},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.23502421379089355},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000369","descriptor_name":"Aged, 80 and over","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000369","descriptor_name":"Aged, 80 and over","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000369","descriptor_name":"Aged, 80 and over","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003324","descriptor_name":"Coronary Artery Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D003324","descriptor_name":"Coronary Artery Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D003324","descriptor_name":"Coronary Artery Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007194","descriptor_name":"India","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007194","descriptor_name":"India","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007194","descriptor_name":"India","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D042241","descriptor_name":"Early Diagnosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D042241","descriptor_name":"Early Diagnosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D042241","descriptor_name":"Early Diagnosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1007/s10916-016-0536-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10916-016-0536-z","pdf_url":null,"source":{"id":"https://openalex.org/S37151855","display_name":"Journal of Medical Systems","issn_l":"0148-5598","issn":["0148-5598","1573-689X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Medical Systems","raw_type":"journal-article"},{"id":"pmid:27286983","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27286983","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":"Journal of medical systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"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":44,"referenced_works":["https://openalex.org/W1628689379","https://openalex.org/W1670263352","https://openalex.org/W1973679205","https://openalex.org/W1980177930","https://openalex.org/W1986989640","https://openalex.org/W1997437882","https://openalex.org/W2012545205","https://openalex.org/W2013885787","https://openalex.org/W2020176002","https://openalex.org/W2024305570","https://openalex.org/W2026118521","https://openalex.org/W2026841079","https://openalex.org/W2028558436","https://openalex.org/W2036142369","https://openalex.org/W2036190841","https://openalex.org/W2039848400","https://openalex.org/W2066937625","https://openalex.org/W2069805752","https://openalex.org/W2084439920","https://openalex.org/W2087576375","https://openalex.org/W2090118382","https://openalex.org/W2092964187","https://openalex.org/W2103069675","https://openalex.org/W2106393550","https://openalex.org/W2107683853","https://openalex.org/W2110121091","https://openalex.org/W2115917883","https://openalex.org/W2121041049","https://openalex.org/W2126667102","https://openalex.org/W2128935152","https://openalex.org/W2130773597","https://openalex.org/W2140663657","https://openalex.org/W2142865390","https://openalex.org/W2164400088","https://openalex.org/W2165687409","https://openalex.org/W2172197152","https://openalex.org/W2254167158","https://openalex.org/W2334483344","https://openalex.org/W2335785562","https://openalex.org/W2537366727","https://openalex.org/W2543580944","https://openalex.org/W2545952006","https://openalex.org/W3149104998","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4385483257","https://openalex.org/W4293525103","https://openalex.org/W2345184372","https://openalex.org/W3200179079","https://openalex.org/W4245248941","https://openalex.org/W2078500541","https://openalex.org/W3185179407","https://openalex.org/W2316780152","https://openalex.org/W4309711338","https://openalex.org/W3106494386"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":29},{"year":2023,"cited_by_count":32},{"year":2022,"cited_by_count":36},{"year":2021,"cited_by_count":39},{"year":2020,"cited_by_count":33},{"year":2019,"cited_by_count":22},{"year":2018,"cited_by_count":17},{"year":2017,"cited_by_count":10}],"updated_date":"2026-03-25T14:56:36.534964","created_date":"2025-10-10T00:00:00"}