{"id":"https://openalex.org/W4406138334","doi":"https://doi.org/10.1109/bibe63649.2024.10820449","title":"Predicting Heart Disease: a Comprehensive Approach to Data Analysis and Machine Learning Model Development","display_name":"Predicting Heart Disease: a Comprehensive Approach to Data Analysis and Machine Learning Model Development","publication_year":2024,"publication_date":"2024-11-27","ids":{"openalex":"https://openalex.org/W4406138334","doi":"https://doi.org/10.1109/bibe63649.2024.10820449"},"language":"en","primary_location":{"id":"doi:10.1109/bibe63649.2024.10820449","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibe63649.2024.10820449","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 24th International Conference on Bioinformatics and Bioengineering (BIBE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5027061112","display_name":"Uro\u0161 Bojani\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Uro\u0161 Bojani\u0107","raw_affiliation_strings":["University of Belgrade, School of Electrical Engineering,Belgrade,Serbia"],"raw_orcid":"https://orcid.org/0009-0008-4523-9134","affiliations":[{"raw_affiliation_string":"University of Belgrade, School of Electrical Engineering,Belgrade,Serbia","institution_ids":["https://openalex.org/I4068193"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103103788","display_name":"Milan Bjelica","orcid":"https://orcid.org/0000-0003-1363-9690"},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Milan Bjelica","raw_affiliation_strings":["University of Belgrade, School of Electrical Engineering,Belgrade,Serbia"],"raw_orcid":"https://orcid.org/0000-0003-1363-9690","affiliations":[{"raw_affiliation_string":"University of Belgrade, School of Electrical Engineering,Belgrade,Serbia","institution_ids":["https://openalex.org/I4068193"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4068193"],"apc_list":null,"apc_paid":null,"fwci":1.1115,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.78152025,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.35519999265670776,"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":0.35519999265670776,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.722536027431488},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.5741944909095764},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5041691064834595},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5026166439056396},{"id":"https://openalex.org/keywords/development","display_name":"Development (topology)","score":0.44188937544822693},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.13495346903800964},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06348598003387451}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.722536027431488},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5741944909095764},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5041691064834595},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5026166439056396},{"id":"https://openalex.org/C2776542497","wikidata":"https://www.wikidata.org/wiki/Q5266672","display_name":"Development (topology)","level":2,"score":0.44188937544822693},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.13495346903800964},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06348598003387451},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibe63649.2024.10820449","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibe63649.2024.10820449","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 24th International Conference on Bioinformatics and Bioengineering (BIBE)","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":20,"referenced_works":["https://openalex.org/W1988790447","https://openalex.org/W2001619934","https://openalex.org/W2009190245","https://openalex.org/W2070493638","https://openalex.org/W2096945460","https://openalex.org/W2122111042","https://openalex.org/W2169539978","https://openalex.org/W2295598076","https://openalex.org/W2490662969","https://openalex.org/W3184865800","https://openalex.org/W3204794075","https://openalex.org/W4236137412","https://openalex.org/W4239510810","https://openalex.org/W4256202811","https://openalex.org/W4299689471","https://openalex.org/W4382940666","https://openalex.org/W4387956898","https://openalex.org/W4400038079","https://openalex.org/W4400762160","https://openalex.org/W6683584131"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,20,61,77,93,104],"detailed":[4],"overview":[5],"of":[6,18,64,79,90,117,125,132,143,148],"an":[7],"end-to-end":[8],"machine":[9],"learning":[10],"(ML)":[11],"model":[12,107],"development":[13],"process,":[14],"with":[15,60,135],"the":[16,99,115,118,123,130,140,146],"goal":[17],"establishing":[19],"precise":[21],"and":[22,45,54,76,150],"fast":[23],"artificial":[24],"intelligence":[25],"(AI)":[26],"system":[27],"for":[28,103,113,153],"heart":[29,94,133],"disease":[30,134],"prediction":[31],"on":[32,72],"real-world":[33],"data.":[34],"The":[35,120],"study":[36],"also":[37],"showcases":[38],"how":[39],"good":[40],"practices":[41],"in":[42,51,145],"data":[43,47,66],"analysis":[44],"proper":[46],"processing":[48],"can":[49],"help":[50],"providing":[52],"reliable":[53],"accurate":[55],"results,":[56],"even":[57],"when":[58],"working":[59],"small":[62],"number":[63],"initial":[65],"points.":[67],"Predictive":[68],"models":[69],"are":[70,111],"trained":[71],"publicly":[73],"available":[74],"data,":[75],"subset":[78],"common":[80],"medical":[81],"indicators":[82],"is":[83],"used":[84],"to":[85,128],"detect":[86],"any":[87],"increased":[88],"likelihood":[89],"persons":[91],"developing":[92],"disease.":[95],"Our":[96],"findings":[97],"outline":[98],"essential":[100],"steps":[101],"required":[102],"thorough":[105],"ML":[106,126],"training":[108],"study,":[109],"which":[110],"critical":[112],"optimizing":[114],"performance":[116],"algorithms.":[119],"results":[121],"underline":[122],"capability":[124],"techniques":[127],"predict":[129],"risk":[131],"considerable":[136],"accuracy,":[137],"thereby":[138],"highlighting":[139],"transformative":[141],"potential":[142],"AI":[144],"area":[147],"bioinformatics":[149],"intelligent":[151],"systems":[152],"clinical":[154],"diagnostics.":[155]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}