{"id":"https://openalex.org/W4381850475","doi":"https://doi.org/10.1063/5.0148268","title":"An optimized XGBoost based classification model for effective analysis of heart disease prediction","display_name":"An optimized XGBoost based classification model for effective analysis of heart disease prediction","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4381850475","doi":"https://doi.org/10.1063/5.0148268"},"language":"en","primary_location":{"id":"doi:10.1063/5.0148268","doi":"https://doi.org/10.1063/5.0148268","is_oa":false,"landing_page_url":"https://doi.org/10.1063/5.0148268","pdf_url":null,"source":{"id":"https://openalex.org/S2764696622","display_name":"AIP conference proceedings","issn_l":"0094-243X","issn":["0094-243X","1551-7616","1935-0465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320257","host_organization_name":"American Institute of Physics","host_organization_lineage":["https://openalex.org/P4310320257"],"host_organization_lineage_names":["American Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AIP Conference Proceedings","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5042707319","display_name":"Deepali Yewale","orcid":"https://orcid.org/0000-0001-8084-8279","observed_orcids":["https://orcid.org/0000-0001-8084-8279"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Deepali Yewale","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072920393","display_name":"S. P. Vijayaragavan","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S. P. Vijayaragavan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5039191311","display_name":"Mousami V. Munot","orcid":"https://orcid.org/0000-0002-3144-8487","observed_orcids":["https://orcid.org/0000-0002-3144-8487"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mousami Munot","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.8278,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.85197104,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"2768","issue":null,"first_page":"020019","last_page":"020019"},"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.00019999999494757503,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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":0.9769999980926514},{"id":"https://openalex.org/keywords/xgboost","display_name":"XGBoost","score":0.9909999966621399},{"id":"https://openalex.org/keywords/cardiovascular-risk-prediction","display_name":"cardiovascular risk prediction","score":0.460999995470047}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7058582901954651},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4667430520057678},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37138909101486206},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3558282256126404}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1063/5.0148268","doi":"https://doi.org/10.1063/5.0148268","is_oa":false,"landing_page_url":"https://doi.org/10.1063/5.0148268","pdf_url":null,"source":{"id":"https://openalex.org/S2764696622","display_name":"AIP conference proceedings","issn_l":"0094-243X","issn":["0094-243X","1551-7616","1935-0465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320257","host_organization_name":"American Institute of Physics","host_organization_lineage":["https://openalex.org/P4310320257"],"host_organization_lineage_names":["American Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AIP Conference Proceedings","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8560000061988831,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1512383952","https://openalex.org/W2069126145","https://openalex.org/W2070493638","https://openalex.org/W2097998348","https://openalex.org/W2101234009","https://openalex.org/W2163468122","https://openalex.org/W2295598076","https://openalex.org/W2560103205","https://openalex.org/W2766900003","https://openalex.org/W2902748903","https://openalex.org/W2943511409","https://openalex.org/W2949767632","https://openalex.org/W2967663220","https://openalex.org/W2982980439","https://openalex.org/W2990252557","https://openalex.org/W2992625249","https://openalex.org/W3009063939","https://openalex.org/W3015899618","https://openalex.org/W3021925134","https://openalex.org/W3044482460","https://openalex.org/W3094608477","https://openalex.org/W3096565539","https://openalex.org/W3121644786","https://openalex.org/W3194175849","https://openalex.org/W4245576647","https://openalex.org/W4394796198"],"related_works":["https://openalex.org/W7155678206","https://openalex.org/W7133316142","https://openalex.org/W7171511384","https://openalex.org/W7204459270","https://openalex.org/W2773924875","https://openalex.org/W4386124561","https://openalex.org/W4285245489","https://openalex.org/W4405996608","https://openalex.org/W4377249669","https://openalex.org/W4403772671"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2023-06-25T00:00:00"}
