{"id":"https://openalex.org/W2953829746","doi":"https://doi.org/10.1109/icit.2019.8755107","title":"Parsimonious Evolutionary-based Model Development for Detecting Artery Disease","display_name":"Parsimonious Evolutionary-based Model Development for Detecting Artery Disease","publication_year":2019,"publication_date":"2019-02-01","ids":{"openalex":"https://openalex.org/W2953829746","doi":"https://doi.org/10.1109/icit.2019.8755107","mag":"2953829746"},"language":"en","primary_location":{"id":"doi:10.1109/icit.2019.8755107","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icit.2019.8755107","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Industrial Technology (ICIT)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/Parsimonious_evolutionary-based_model_development_for_detecting_artery_disease/20748043","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077932626","display_name":"Seyed Mohammad Jafar Jalali","orcid":"https://orcid.org/0000-0002-2169-4350"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Seyed Mohammad Jafar Jalali","raw_affiliation_strings":["Institute for Intelligent Systems Research and Innovations (IISRI), Deakin University, Australia"],"affiliations":[{"raw_affiliation_string":"Institute for Intelligent Systems Research and Innovations (IISRI), Deakin University, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059557438","display_name":"Abbas Khosravi","orcid":"https://orcid.org/0000-0001-6927-0744"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Abbas Khosravi","raw_affiliation_strings":["Institute for Intelligent Systems Research and Innovations (IISRI), Deakin University, Australia"],"affiliations":[{"raw_affiliation_string":"Institute for Intelligent Systems Research and Innovations (IISRI), Deakin University, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083567791","display_name":"Roohallah Alizadehsani","orcid":"https://orcid.org/0000-0003-0898-5054"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Roohallah Alizadehsani","raw_affiliation_strings":["Institute for Intelligent Systems Research and Innovations (IISRI), Deakin University, Australia"],"affiliations":[{"raw_affiliation_string":"Institute for Intelligent Systems Research and Innovations (IISRI), Deakin University, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064800972","display_name":"Syed Moshfeq Salaken","orcid":"https://orcid.org/0000-0001-8632-2665"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Syed Moshfeq Salaken","raw_affiliation_strings":["Institute for Intelligent Systems Research and Innovations (IISRI), Deakin University, Australia"],"affiliations":[{"raw_affiliation_string":"Institute for Intelligent Systems Research and Innovations (IISRI), Deakin University, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088897776","display_name":"Parham M. Kebria","orcid":"https://orcid.org/0000-0001-7049-928X"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Parham Mohsenzadeh Kebria","raw_affiliation_strings":["Institute for Intelligent Systems Research and Innovations (IISRI), Deakin University, Australia"],"affiliations":[{"raw_affiliation_string":"Institute for Intelligent Systems Research and Innovations (IISRI), Deakin University, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087247030","display_name":"Rishi Puri","orcid":"https://orcid.org/0000-0001-8849-7426"},"institutions":[{"id":"https://openalex.org/I4210152177","display_name":"Center for Clinical Research (United States)","ror":"https://ror.org/05fnzzk18","country_code":"US","type":"company","lineage":["https://openalex.org/I4210152177"]},{"id":"https://openalex.org/I1316902750","display_name":"Cleveland Clinic","ror":"https://ror.org/03xjacd83","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1316902750"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rishi Puri","raw_affiliation_strings":["Department of Cardiovascular Medicine and Cleveland Clinic, Coordinating Center for Clinical Research, Cleveland, Ohio, USA"],"affiliations":[{"raw_affiliation_string":"Department of Cardiovascular Medicine and Cleveland Clinic, Coordinating Center for Clinical Research, Cleveland, Ohio, USA","institution_ids":["https://openalex.org/I4210152177","https://openalex.org/I1316902750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015293969","display_name":"Saeid Nahavandi","orcid":"https://orcid.org/0000-0002-0360-5270"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Saeid Nahavandi","raw_affiliation_strings":["Institute for Intelligent Systems Research and Innovations (IISRI), Deakin University, Australia"],"affiliations":[{"raw_affiliation_string":"Institute for Intelligent Systems Research and Innovations (IISRI), Deakin University, Australia","institution_ids":["https://openalex.org/I149704539"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5077932626"],"corresponding_institution_ids":["https://openalex.org/I149704539"],"apc_list":null,"apc_paid":null,"fwci":8.6428,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.97447605,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"800","last_page":"805"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9966999888420105,"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":0.9966999888420105,"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/cad","display_name":"CAD","score":0.7822636365890503},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.716270923614502},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7150152921676636},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6722509860992432},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6151260137557983},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6005995273590088},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5560895204544067},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5237550735473633},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5213583707809448},{"id":"https://openalex.org/keywords/gene-expression-programming","display_name":"Gene expression programming","score":0.4740673899650574},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.47170448303222656},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.41389352083206177},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41236236691474915},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10989636182785034}],"concepts":[{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.7822636365890503},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.716270923614502},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7150152921676636},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6722509860992432},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6151260137557983},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6005995273590088},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5560895204544067},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5237550735473633},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5213583707809448},{"id":"https://openalex.org/C6980683","wikidata":"https://www.wikidata.org/wiki/Q5531551","display_name":"Gene expression programming","level":2,"score":0.4740673899650574},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.47170448303222656},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.41389352083206177},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41236236691474915},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10989636182785034},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icit.2019.8755107","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icit.2019.8755107","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Industrial Technology (ICIT)","raw_type":"proceedings-article"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30128307","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401102","display_name":"Own your potential (DEAKIN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},{"id":"pmh:oai:figshare.com:article/20748043","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Parsimonious_evolutionary-based_model_development_for_detecting_artery_disease/20748043","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/20748043","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Parsimonious_evolutionary-based_model_development_for_detecting_artery_disease/20748043","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.7799999713897705}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1599003247","https://openalex.org/W2018531743","https://openalex.org/W2020176002","https://openalex.org/W2026758620","https://openalex.org/W2056705013","https://openalex.org/W2070181657","https://openalex.org/W2086148557","https://openalex.org/W2130486630","https://openalex.org/W2159584910","https://openalex.org/W2169690625","https://openalex.org/W2179571215","https://openalex.org/W2260926261","https://openalex.org/W2344752918","https://openalex.org/W2418684121","https://openalex.org/W2440397727","https://openalex.org/W2499509962","https://openalex.org/W2501171284","https://openalex.org/W2579725890","https://openalex.org/W2589920334","https://openalex.org/W2610917134","https://openalex.org/W2620915497","https://openalex.org/W2624707650","https://openalex.org/W2625957737","https://openalex.org/W2678170756","https://openalex.org/W2689604496","https://openalex.org/W2769767719","https://openalex.org/W2774590549","https://openalex.org/W2790858115","https://openalex.org/W2795162132","https://openalex.org/W2803098482","https://openalex.org/W2808459110","https://openalex.org/W2895639546","https://openalex.org/W4249439221","https://openalex.org/W4249718223","https://openalex.org/W4252049996","https://openalex.org/W4253033325","https://openalex.org/W4255104916","https://openalex.org/W6635757637","https://openalex.org/W6740181570","https://openalex.org/W6752154770"],"related_works":["https://openalex.org/W4318240164","https://openalex.org/W2126117263","https://openalex.org/W2139799987","https://openalex.org/W1821058766","https://openalex.org/W2094749864","https://openalex.org/W1563213848","https://openalex.org/W2366725522","https://openalex.org/W4379536797","https://openalex.org/W3092806005","https://openalex.org/W1968860276"],"abstract_inverted_index":{"Coronary":[0],"artery":[1],"disease":[2],"(CAD)":[3],"is":[4,65],"the":[5,100,108,111],"most":[6,70],"common":[7],"cardiovascular":[8],"condition.":[9],"It":[10],"often":[11],"leads":[12],"to":[13,68],"a":[14,45,117],"heart":[15],"attack":[16],"causing":[17],"millions":[18],"of":[19,110,114],"deaths":[20],"worldwide.":[21],"Its":[22],"accurate":[23],"prediction":[24],"using":[25],"data":[26],"mining":[27],"techniques":[28],"could":[29,120],"reduce":[30],"treatment":[31],"risks":[32],"and":[33,35,85,106],"costs":[34],"save":[36],"million":[37],"lives.":[38],"Motivated":[39],"by":[40,61],"these,":[41],"this":[42],"study":[43],"proposes":[44],"framework":[46],"for":[47,51,73,93,127],"developing":[48],"parsimonious":[49],"models":[50,79,102,105],"CAD":[52,94],"detection.":[53],"A":[54],"novel":[55],"feature":[56],"selection":[57],"method":[58],"called":[59,80],"weight":[60],"Support":[62],"Vector":[63],"Machine":[64],"first":[66],"applied":[67],"identify":[69],"informative":[71],"features":[72],"model":[74,119],"development.":[75],"Then":[76],"two":[77],"evolutionary-based":[78],"genetic":[81,86],"programming":[82],"expression":[83],"(GEP)":[84],"algorithm-emotional":[87],"neural":[88],"network":[89],"(GA-ENN)":[90],"are":[91],"implemented":[92],"prediction.":[95],"Obtained":[96],"results":[97],"indicate":[98],"that":[99],"GEP":[101],"outperform":[103],"GA-ENN":[104],"achieve":[107],"state":[109],"art":[112],"accuracy":[113],"90%.":[115],"Such":[116],"precise":[118],"be":[121],"used":[122],"as":[123,130,132],"an":[124],"assistive":[125],"tool":[126],"medical":[128],"diagnosis":[129],"well":[131],"training":[133],"purposes.":[134]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
