{"id":"https://openalex.org/W4360585169","doi":"https://doi.org/10.1109/ic3i56241.2022.10073426","title":"A Cardiovascular Disease Detection System using Machine Learning","display_name":"A Cardiovascular Disease Detection System using Machine Learning","publication_year":2022,"publication_date":"2022-12-14","ids":{"openalex":"https://openalex.org/W4360585169","doi":"https://doi.org/10.1109/ic3i56241.2022.10073426"},"language":"en","primary_location":{"id":"doi:10.1109/ic3i56241.2022.10073426","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ic3i56241.2022.10073426","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 5th International Conference on Contemporary Computing and Informatics (IC3I)","raw_type":"proceedings-article"},"type":"article","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/A5065082819","display_name":"V. Srikanth","orcid":null},"institutions":[{"id":"https://openalex.org/I106826634","display_name":"Jain University","ror":"https://ror.org/01cnqpt53","country_code":"IN","type":"education","lineage":["https://openalex.org/I106826634"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"V Srikanth","raw_affiliation_strings":["Jain (deemed to be University) Bangalore Jain (deemed to be University),Department of Computer Science and IT,Bangalore,Karnataka,India","Department of Computer Science and IT, Jain (deemed to be University) Bangalore Jain (deemed to be University), Bangalore, Karnataka, India"],"affiliations":[{"raw_affiliation_string":"Jain (deemed to be University) Bangalore Jain (deemed to be University),Department of Computer Science and IT,Bangalore,Karnataka,India","institution_ids":["https://openalex.org/I106826634"]},{"raw_affiliation_string":"Department of Computer Science and IT, Jain (deemed to be University) Bangalore Jain (deemed to be University), Bangalore, Karnataka, India","institution_ids":["https://openalex.org/I106826634"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089547582","display_name":"T R Mahesh","orcid":"https://orcid.org/0000-0002-5589-8992"},"institutions":[{"id":"https://openalex.org/I106826634","display_name":"Jain University","ror":"https://ror.org/01cnqpt53","country_code":"IN","type":"education","lineage":["https://openalex.org/I106826634"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"T R Mahesh","raw_affiliation_strings":["Jain (Deemed-to-be University),Faculty of Engineering and Technology,Department of Computer Science and Engineering,Bangalore,Karnataka,India","Department of Computer Science and Engineering, Faculty of Engineering and Technology, Jain (Deemed-to-be University), Bangalore, Karnataka, India"],"affiliations":[{"raw_affiliation_string":"Jain (Deemed-to-be University),Faculty of Engineering and Technology,Department of Computer Science and Engineering,Bangalore,Karnataka,India","institution_ids":["https://openalex.org/I106826634"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Faculty of Engineering and Technology, Jain (Deemed-to-be University), Bangalore, Karnataka, India","institution_ids":["https://openalex.org/I106826634"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5065082819"],"corresponding_institution_ids":["https://openalex.org/I106826634"],"apc_list":null,"apc_paid":null,"fwci":0.4972,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.78840556,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"24","issue":null,"first_page":"685","last_page":"689"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9988999962806702,"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":0.9988999962806702,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9847999811172485,"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"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9843999743461609,"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/computer-science","display_name":"Computer science","score":0.7247382402420044},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.6117582321166992},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6018152236938477},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5590378046035767},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48827123641967773},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.41498035192489624},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40416818857192993},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1362239122390747}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7247382402420044},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.6117582321166992},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6018152236938477},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5590378046035767},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48827123641967773},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.41498035192489624},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40416818857192993},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1362239122390747},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ic3i56241.2022.10073426","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ic3i56241.2022.10073426","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 5th International Conference on Contemporary Computing and Informatics (IC3I)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1598629621","https://openalex.org/W1992171422","https://openalex.org/W2059410248","https://openalex.org/W2087304521","https://openalex.org/W2132424470","https://openalex.org/W2132525626","https://openalex.org/W2153872261","https://openalex.org/W2171949900","https://openalex.org/W2532144455","https://openalex.org/W2743680082","https://openalex.org/W2788633781","https://openalex.org/W2801690207","https://openalex.org/W2891322346","https://openalex.org/W2920805549","https://openalex.org/W2937554593","https://openalex.org/W2941699411","https://openalex.org/W2949767632","https://openalex.org/W3187796790","https://openalex.org/W6731309048"],"related_works":["https://openalex.org/W4249377076","https://openalex.org/W2090763504","https://openalex.org/W4210389441","https://openalex.org/W1910186363","https://openalex.org/W2604451061","https://openalex.org/W2395241803","https://openalex.org/W2003211637","https://openalex.org/W4389829534","https://openalex.org/W3043432080","https://openalex.org/W4317600379"],"abstract_inverted_index":{"In":[0],"recent":[1],"times,":[2],"the":[3,15,51,71,88,94,98,106,111,114,132,150,192,215,218,225],"health":[4,54],"sector":[5],"has":[6],"placed":[7,64],"a":[8,183],"greater":[9],"emphasis":[10,66],"on":[11,67],"data":[12,18],"comprehension":[13],"through":[14,110],"utilization":[16],"of":[17,35,53,73,90,100,105,113,149,185],"mining":[19],"and":[20,33,56,93,119,146,168,182,207,232],"collection":[21],"technology.":[22],"Multiple":[23],"design":[24],"standards":[25],"indicate":[26],"that":[27,79,96,127,163,217,227],"medical":[28],"practitioners":[29],"make":[30],"between":[31],"12":[32],"13%":[34],"incorrect":[36],"prognostications.":[37],"Therefore,":[38],"an":[39,65],"automated":[40,74,77],"method":[41],"for":[42],"disease":[43,85,126],"prediction":[44,107,154],"is":[45,108,128,139,164,197],"required":[46],"in":[47,179],"order":[48],"to":[49,57,82,131,190,214],"improve":[50],"accuracy":[52,68,104],"diagnoses":[55],"raise":[58,97],"assessments":[59],"reliability.":[60],"Many":[61],"academics":[62],"have":[63],"rate":[69],"throughout":[70],"construction":[72],"techniques.":[75],"The":[76,103,122,153,175,194,211],"system":[78],"was":[80],"created":[81],"forecast":[83],"heart":[84,125],"will":[86,221],"reduce":[87],"burden":[89],"computational":[91,101],"work":[92],"factors":[95],"amount":[99],"work.":[102],"improved":[109,158],"employment":[112],"classification":[115,169],"models,":[116],"which":[117],"retrieves":[118],"selects":[120],"data.":[121],"information":[123],"about":[124],"readily":[129],"available":[130],"public":[133],"yields":[134],"contradictory":[135],"outcomes":[136],"when":[137],"it":[138],"investigated.":[140],"Learning":[141],"patterns":[142],"involves":[143],"both":[144],"linear":[145],"non-linear":[147],"examination":[148],"underlying":[151],"features.":[152],"rates":[155],"can":[156],"be":[157],"by":[159],"Support":[160],"vector":[161],"regression":[162],"linearly":[165],"iterated":[166],"(LlSVR)":[167],"using":[170],"stacked":[171],"monkey":[172],"optimization":[173],"(SMO).":[174],"computations":[176],"were":[177,188],"performed":[178],"MATLAB":[180],"2016b,":[181],"number":[184],"evaluation":[186],"techniques":[187],"used":[189,231],"assess":[191],"outcomes.":[193],"suggested":[195],"model":[196],"98.5":[198],"percent":[199,202,205,209],"accurate,":[200],"98.8":[201],"precise,":[203],"99.5":[204],"recall,":[206],"99.28":[208],"F-measure.":[210],"findings":[212],"point":[213],"possibility":[216],"anticipated":[219],"LISVR-SMO":[220],"function":[222],"better":[223,234],"than":[224],"approaches":[226],"are":[228],"now":[229],"being":[230],"provide":[233],"trading.":[235]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-12-24T23:09:58.560324","created_date":"2025-10-10T00:00:00"}
