{"id":"https://openalex.org/W7127055362","doi":"https://doi.org/10.1007/978-3-032-15809-3_9","title":"Lifestyle-Based Machine Learning Models for the Early Detection of Heart Disease","display_name":"Lifestyle-Based Machine Learning Models for the Early Detection of Heart Disease","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7127055362","doi":"https://doi.org/10.1007/978-3-032-15809-3_9"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-15809-3_9","doi":"https://doi.org/10.1007/978-3-032-15809-3_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-15809-3_9","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W7127041537","display_name":"Advances on Signal Processing and Computer Vision"},"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/A5146843378","display_name":"Shivani Sood","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I110360157","display_name":"Lovely Professional University","ror":"https://ror.org/00et6q107","country_code":"IN","type":"education","lineage":["https://openalex.org/I110360157"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Shivani Sood","raw_affiliation_strings":["Department of Computer Application, Lovely Professional University, Jalandhar, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Application, Lovely Professional University, Jalandhar, India","institution_ids":["https://openalex.org/I110360157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124714602","display_name":"Ishu Sharma","orcid":"https://orcid.org/0000-0003-1669-3393","observed_orcids":["https://orcid.org/0000-0003-1669-3393"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ishu Sharma","raw_affiliation_strings":["Chandigarh Engineering College, CSE-APEX, Mohali, Punjab, India","Chandigarh Group of Colleges Jhanjeri, Mohali, Punjab, India, 140307"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chandigarh Engineering College, CSE-APEX, Mohali, Punjab, India","institution_ids":[]},{"raw_affiliation_string":"Chandigarh Group of Colleges Jhanjeri, Mohali, Punjab, India, 140307","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5148445814","display_name":"Sabyasachi Bhattacharyya","orcid":"https://orcid.org/0000-0002-2392-8675","observed_orcids":["https://orcid.org/0000-0002-2392-8675"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sabyasachi Bhattacharyya","raw_affiliation_strings":["Barak Valley Engineering College, Department of Electronics and Telecommunication Engineering, Sribhumi, Residential Girls\u2019 Polytechnic, Govt. of Assam, Golaghat, Assam, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Barak Valley Engineering College, Department of Electronics and Telecommunication Engineering, Sribhumi, Residential Girls\u2019 Polytechnic, Govt. of Assam, Golaghat, Assam, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015744831","display_name":"Basudha Dewan","orcid":"https://orcid.org/0000-0001-6513-4374","observed_orcids":["https://orcid.org/0000-0001-6513-4374"]},"institutions":[{"id":"https://openalex.org/I164861460","display_name":"Manipal Academy of Higher Education","ror":"https://ror.org/02xzytt36","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460"]},{"id":"https://openalex.org/I73779912","display_name":"Manipal University Jaipur","ror":"https://ror.org/040h76494","country_code":"IN","type":"education","lineage":["https://openalex.org/I73779912"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Basudha Dewan","raw_affiliation_strings":["Manipal University, Department of Electronics and Communication Engineering, Jaipur, Rajasthan, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Manipal University, Department of Electronics and Communication Engineering, Jaipur, Rajasthan, India","institution_ids":["https://openalex.org/I164861460","https://openalex.org/I73779912"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038127449","display_name":"Ehsan Sheybani","orcid":"https://orcid.org/0000-0002-7809-1294","observed_orcids":["https://orcid.org/0000-0002-7809-1294"]},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ehsan Sheybani","raw_affiliation_strings":["University of South Florida, School of Information Systems and Management, Tampa, FL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of South Florida, School of Information Systems and Management, Tampa, FL, USA","institution_ids":["https://openalex.org/I2613432"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5146843378"],"corresponding_institution_ids":["https://openalex.org/I110360157"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"118","last_page":"130"},"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":0.9049999713897705},{"id":"https://openalex.org/keywords/early-detection","display_name":"early detection","score":0.6159999966621399},{"id":"https://openalex.org/keywords/lifestyle-factors","display_name":"lifestyle factors","score":0.746999979019165},{"id":"https://openalex.org/keywords/cardiovascular-disease","display_name":"cardiovascular disease","score":0.5649999976158142},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"multilayer perceptron","score":0.9800000190734863},{"id":"https://openalex.org/keywords/k-nearest-neighbors","display_name":"k-nearest neighbors","score":1.0},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.722000002861023},{"id":"https://openalex.org/keywords/feature-selection","display_name":"feature selection","score":0.9959999918937683},{"id":"https://openalex.org/keywords/cleveland-heart-disease-dataset","display_name":"Cleveland heart disease dataset","score":0.9369999766349792},{"id":"https://openalex.org/keywords/risk-factors","display_name":"risk factors","score":0.6100000143051147}],"concepts":[{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7786999940872192},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7502999901771545},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6585000157356262},{"id":"https://openalex.org/C2780074459","wikidata":"https://www.wikidata.org/wiki/Q389735","display_name":"Heart disease","level":2,"score":0.6421999931335449},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.635200023651123},{"id":"https://openalex.org/C111815664","wikidata":"https://www.wikidata.org/wiki/Q1440693","display_name":"Framingham Heart Study","level":4,"score":0.6342999935150146},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.628000020980835},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.5446000099182129},{"id":"https://openalex.org/C11783203","wikidata":"https://www.wikidata.org/wiki/Q5478027","display_name":"Framingham Risk Score","level":3,"score":0.54339998960495},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5248000025749207},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.40689998865127563},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4027000069618225},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.3905999958515167},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.3621000051498413},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.3409000039100647},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.3066999912261963},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.2973000109195709},{"id":"https://openalex.org/C29374701","wikidata":"https://www.wikidata.org/wiki/Q1931388","display_name":"Cause of death","level":3,"score":0.2685000002384186},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.2653999924659729},{"id":"https://openalex.org/C12174686","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk assessment","level":2,"score":0.26170000433921814},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.2563000023365021}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-15809-3_9","doi":"https://doi.org/10.1007/978-3-032-15809-3_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-15809-3_9","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.9940000176429749}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1498436455","https://openalex.org/W1563088657","https://openalex.org/W1964357740","https://openalex.org/W1985258161","https://openalex.org/W2076063813","https://openalex.org/W2122111042","https://openalex.org/W2342603028","https://openalex.org/W2399385044","https://openalex.org/W2800295500","https://openalex.org/W2945940051","https://openalex.org/W2955201199","https://openalex.org/W3177781640","https://openalex.org/W3212191674","https://openalex.org/W4225632040","https://openalex.org/W4239510810","https://openalex.org/W4280593893","https://openalex.org/W4312141229","https://openalex.org/W4322760726","https://openalex.org/W4388083904","https://openalex.org/W4398206401","https://openalex.org/W4401453420","https://openalex.org/W4401758292","https://openalex.org/W4402544459","https://openalex.org/W4402594025","https://openalex.org/W4403473533","https://openalex.org/W4403839352","https://openalex.org/W4404763607","https://openalex.org/W4404955008","https://openalex.org/W4409098284"],"related_works":["https://openalex.org/W4377038135","https://openalex.org/W4412803485","https://openalex.org/W4385451297","https://openalex.org/W4410297104","https://openalex.org/W7167071269","https://openalex.org/W4402698212","https://openalex.org/W4214742940","https://openalex.org/W4412188798","https://openalex.org/W4407786875","https://openalex.org/W4414529522"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-27T15:51:10.671819","created_date":"2026-02-03T00:00:00"}
