{"id":"https://openalex.org/W4283754635","doi":"https://doi.org/10.37394/23208.2022.19.18","title":"Artificial Neural Networks Analysis of the Risk Factors for Aneurysm in the Population of the Setif Region in Algeria","display_name":"Artificial Neural Networks Analysis of the Risk Factors for Aneurysm in the Population of the Setif Region in Algeria","publication_year":2022,"publication_date":"2022-07-01","ids":{"openalex":"https://openalex.org/W4283754635","doi":"https://doi.org/10.37394/23208.2022.19.18"},"language":"en","primary_location":{"id":"doi:10.37394/23208.2022.19.18","doi":"https://doi.org/10.37394/23208.2022.19.18","is_oa":true,"landing_page_url":"https://doi.org/10.37394/23208.2022.19.18","pdf_url":"https://doi.org/10.37394/23208.2022.19.18","source":{"id":"https://openalex.org/S4210192000","display_name":"WSEAS TRANSACTIONS ON BIOLOGY AND BIOMEDICINE","issn_l":"1109-9518","issn":["1109-9518","2224-2902"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1"],"host_organization":"https://openalex.org/P4310320666","host_organization_name":"World Scientific and Engineering Academy and Society","host_organization_lineage":["https://openalex.org/P4310320666"],"host_organization_lineage_names":["World Scientific and Engineering Academy and Society"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"WSEAS TRANSACTIONS ON BIOLOGY AND BIOMEDICINE","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W4283754635"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.37394/23208.2022.19.18","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112364797","display_name":"Bouharati Khaoula","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I125485651","display_name":"University Fr\u00e8res Mentouri Constantine 1","ror":"https://ror.org/017wv6808","country_code":"DZ","type":"education","lineage":["https://openalex.org/I125485651"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Bouharati Khaoula","raw_affiliation_strings":["Department of Epidemiology, Faculty of Medicine, Constantine University, ALGERIA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Epidemiology, Faculty of Medicine, Constantine University, ALGERIA","institution_ids":["https://openalex.org/I125485651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110922301","display_name":"Bouharati Imene","orcid":"https://orcid.org/0009-0006-6412-4688","observed_orcids":["https://orcid.org/0009-0006-6412-4688"]},"institutions":[{"id":"https://openalex.org/I40193446","display_name":"University Ferhat Abbas of Setif","ror":"https://ror.org/02rzqza52","country_code":"DZ","type":"education","lineage":["https://openalex.org/I40193446"]},{"id":"https://openalex.org/I4405264515","display_name":"Paris-Sorbonne University","ror":"https://ror.org/025xed883","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081","https://openalex.org/I4405264515"]}],"countries":["DZ","FR"],"is_corresponding":false,"raw_author_name":"Bouharati Imene","raw_affiliation_strings":["Faculty of Medicine, Paris Sorbonne University, FRANCE","Faculty of Medicine, Algiers University, ALGERIA","Laboratory of intelligent systems, UFAS Ferhat Abbas Setif University, ALGERIA,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Medicine, Paris Sorbonne University, FRANCE","institution_ids":["https://openalex.org/I4405264515"]},{"raw_affiliation_string":"Faculty of Medicine, Algiers University, ALGERIA","institution_ids":[]},{"raw_affiliation_string":"Laboratory of intelligent systems, UFAS Ferhat Abbas Setif University, ALGERIA,","institution_ids":["https://openalex.org/I40193446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054925807","display_name":"Wahiba Guenifi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I40193446","display_name":"University Ferhat Abbas of Setif","ror":"https://ror.org/02rzqza52","country_code":"DZ","type":"education","lineage":["https://openalex.org/I40193446"]},{"id":"https://openalex.org/I4210099864","display_name":"Centre Hospito Universitaire de S\u00e9tif","ror":"https://ror.org/011adb956","country_code":"DZ","type":"healthcare","lineage":["https://openalex.org/I4210099864"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Guenifi Wahiba","raw_affiliation_strings":["Faculty of Medicine, Setif University Hospital, UFAS Setif1 University, Setif, ALGER\u0130A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Medicine, Setif University Hospital, UFAS Setif1 University, Setif, ALGER\u0130A","institution_ids":["https://openalex.org/I40193446","https://openalex.org/I4210099864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021741543","display_name":"Abdelkader Gasmi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I40193446","display_name":"University Ferhat Abbas of Setif","ror":"https://ror.org/02rzqza52","country_code":"DZ","type":"education","lineage":["https://openalex.org/I40193446"]},{"id":"https://openalex.org/I4210099864","display_name":"Centre Hospito Universitaire de S\u00e9tif","ror":"https://ror.org/011adb956","country_code":"DZ","type":"healthcare","lineage":["https://openalex.org/I4210099864"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Gasmi Abdelkader","raw_affiliation_strings":["Faculty of Medicine, Setif University Hospital, UFAS Setif1 University, Setif, ALGER\u0130A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Medicine, Setif University Hospital, UFAS Setif1 University, Setif, ALGER\u0130A","institution_ids":["https://openalex.org/I40193446","https://openalex.org/I4210099864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113989176","display_name":"Laouamri Slimane","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I40193446","display_name":"University Ferhat Abbas of Setif","ror":"https://ror.org/02rzqza52","country_code":"DZ","type":"education","lineage":["https://openalex.org/I40193446"]},{"id":"https://openalex.org/I4210099864","display_name":"Centre Hospito Universitaire de S\u00e9tif","ror":"https://ror.org/011adb956","country_code":"DZ","type":"healthcare","lineage":["https://openalex.org/I4210099864"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Laouamri Slimane","raw_affiliation_strings":["Faculty of Medicine, Setif University Hospital, UFAS Setif1 University, Setif, ALGER\u0130A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Medicine, Setif University Hospital, UFAS Setif1 University, Setif, ALGER\u0130A","institution_ids":["https://openalex.org/I40193446","https://openalex.org/I4210099864"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4161,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.53950476,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"19","issue":null,"first_page":"163","last_page":"167"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10983","display_name":"Aortic aneurysm repair treatments","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10983","display_name":"Aortic aneurysm repair treatments","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.0066999997943639755,"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/T10618","display_name":"Aortic Disease and Treatment Approaches","score":0.001500000013038516,"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/abdominal-aortic-aneurysm","display_name":"abdominal aortic aneurysm","score":1.0},{"id":"https://openalex.org/keywords/risk-factors","display_name":"risk factors","score":0.7400000095367432},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.8240000009536743},{"id":"https://openalex.org/keywords/ultrasound-screening","display_name":"ultrasound screening","score":0.5799999833106995},{"id":"https://openalex.org/keywords/prevalence","display_name":"prevalence","score":0.5699999928474426},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"diabetes mellitus","score":0.7110000252723694},{"id":"https://openalex.org/keywords/dyslipidemia","display_name":"dyslipidemia","score":0.9729999899864197},{"id":"https://openalex.org/keywords/smoking","display_name":"smoking","score":0.7379999756813049},{"id":"https://openalex.org/keywords/atherosclerosis","display_name":"atherosclerosis","score":0.9110000133514404},{"id":"https://openalex.org/keywords/body-mass-index","display_name":"body mass index","score":0.7910000085830688},{"id":"https://openalex.org/keywords/blood-pressure","display_name":"blood pressure","score":0.7289999723434448},{"id":"https://openalex.org/keywords/setif-region","display_name":"S\u00e9tif region","score":0.8429999947547913}],"concepts":[{"id":"https://openalex.org/C2780520971","wikidata":"https://www.wikidata.org/wiki/Q2264329","display_name":"Abdominal aorta","level":3,"score":0.7900592088699341},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.6551302671432495},{"id":"https://openalex.org/C2779993416","wikidata":"https://www.wikidata.org/wiki/Q2256736","display_name":"Abdominal aortic aneurysm","level":3,"score":0.6208921670913696},{"id":"https://openalex.org/C2779980429","wikidata":"https://www.wikidata.org/wiki/Q101004","display_name":"Aorta","level":2,"score":0.6180724501609802},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.609467625617981},{"id":"https://openalex.org/C2776098176","wikidata":"https://www.wikidata.org/wiki/Q189389","display_name":"Aneurysm","level":2,"score":0.5868382453918457},{"id":"https://openalex.org/C2778096610","wikidata":"https://www.wikidata.org/wiki/Q1476525","display_name":"Dyslipidemia","level":3,"score":0.5639722943305969},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.45079851150512695},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.38942158222198486},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.3844507336616516},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.34085747599601746},{"id":"https://openalex.org/C511355011","wikidata":"https://www.wikidata.org/wiki/Q12174","display_name":"Obesity","level":2,"score":0.096234530210495},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.06803640723228455}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.37394/23208.2022.19.18","doi":"https://doi.org/10.37394/23208.2022.19.18","is_oa":true,"landing_page_url":"https://doi.org/10.37394/23208.2022.19.18","pdf_url":"https://doi.org/10.37394/23208.2022.19.18","source":{"id":"https://openalex.org/S4210192000","display_name":"WSEAS TRANSACTIONS ON BIOLOGY AND BIOMEDICINE","issn_l":"1109-9518","issn":["1109-9518","2224-2902"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1"],"host_organization":"https://openalex.org/P4310320666","host_organization_name":"World Scientific and Engineering Academy and Society","host_organization_lineage":["https://openalex.org/P4310320666"],"host_organization_lineage_names":["World Scientific and Engineering Academy and Society"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"WSEAS TRANSACTIONS ON BIOLOGY AND BIOMEDICINE","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.37394/23208.2022.19.18","doi":"https://doi.org/10.37394/23208.2022.19.18","is_oa":true,"landing_page_url":"https://doi.org/10.37394/23208.2022.19.18","pdf_url":"https://doi.org/10.37394/23208.2022.19.18","source":{"id":"https://openalex.org/S4210192000","display_name":"WSEAS TRANSACTIONS ON BIOLOGY AND BIOMEDICINE","issn_l":"1109-9518","issn":["1109-9518","2224-2902"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1"],"host_organization":"https://openalex.org/P4310320666","host_organization_name":"World Scientific and Engineering Academy and Society","host_organization_lineage":["https://openalex.org/P4310320666"],"host_organization_lineage_names":["World Scientific and Engineering Academy and Society"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"WSEAS TRANSACTIONS ON BIOLOGY AND BIOMEDICINE","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.98580002784729,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4283754635.pdf","grobid_xml":"https://content.openalex.org/works/W4283754635.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1757407923","https://openalex.org/W1978783755","https://openalex.org/W2001837599","https://openalex.org/W2001973858","https://openalex.org/W2026613864","https://openalex.org/W2048187419","https://openalex.org/W2083975005","https://openalex.org/W2088613968","https://openalex.org/W2145339207","https://openalex.org/W2158129157","https://openalex.org/W2204688218","https://openalex.org/W2267663625","https://openalex.org/W2529915765","https://openalex.org/W2734724639","https://openalex.org/W2771492593","https://openalex.org/W2785758228","https://openalex.org/W2802535508","https://openalex.org/W4210990778","https://openalex.org/W4211026375","https://openalex.org/W4229374675","https://openalex.org/W4233179469"],"related_works":["https://openalex.org/W3201841061","https://openalex.org/W4302290560","https://openalex.org/W4226324698","https://openalex.org/W3007672003","https://openalex.org/W1923126167","https://openalex.org/W2254197544","https://openalex.org/W3200698855","https://openalex.org/W4407780602","https://openalex.org/W2898527625","https://openalex.org/W2978958324"],"abstract_inverted_index":{"Background.":[0],"By":[1],"definition,":[2],"when":[3,35,63],"the":[4,19,23,36,39,46,64,67,73,82,97,120,127,132,211,225,228,235,246,260,264,267,272,275,284,287,291,304],"abdominal":[5,107,123,229,288,297],"aorta":[6,24,40,69,212,230,268,289],"undergoes":[7],"dilation,":[8],"this":[9,15,86,214,307],"is":[10,33,101,231,237,269],"called":[11],"an":[12,61,207,218],"aneurysm.":[13],"However,":[14],"definition":[16],"depends":[17],"on":[18,96],"threshold":[20],"diameter":[21,37,65,209,226,265,285],"of":[22,38,60,66,85,122,134,146,152,190,210,227,248,266,274,286,296,306],"reached":[25],"after":[26],"dilation.":[27],"According":[28,44],"to":[29,45,80,92,165,170,205,224,240,263,282],"angiographic":[30],"studies,":[31],"aneurysm":[32,62,299],"considered":[34],"exceeds":[41,70],"30":[42],"mm.":[43],"International":[47],"Society":[48],"for":[49,52,106,111],"Cardiovascular":[50],"Surgery/Society":[51],"Vascular":[53],"Surgery":[54],"Ad":[55],"Hoc":[56],"Committee,":[57],"we":[58],"speak":[59],"infrarenal":[68],"1.5":[71],"times":[72],"normal":[74,83],"diameter.":[75],"It":[76],"then":[77],"becomes":[78],"necessary":[79],"define":[81],"value":[84],"diameter,":[87],"which":[88],"varies":[89],"from":[90,271,290],"16":[91],"23":[93],"mm":[94],"depending":[95],"population":[98,128,145,151,215,305],"concerned.":[99],"Ultrasound":[100],"often":[102],"used":[103],"in":[104,126,131,136,213,253,303],"screening":[105,167],"aortic":[108,124,298],"aneurysms":[109,125],"(AAA)":[110],"its":[112],"simplicity":[113],"and":[114,139,181,199],"low":[115],"cost.":[116],"This":[117,278],"study":[118,142,148],"evaluates":[119],"prevalence":[121],"at":[129,216],"risk":[130,292],"region":[133],"Setif":[135],"Algeria.":[137],"Method":[138],"materials.":[140],"The":[141,147,186,255],"concerns":[143,149],"a":[144,150],"902":[153],"diagnosed":[154],"cases,":[155],"854":[156],"cases":[157],"are":[158,178,184,201],"over":[159],"50":[160],"years":[161],"old":[162],"who":[163,168],"consented":[164,169],"AAA":[166,171],"screening.":[172],"For":[173],"each":[174],"patient,":[175],"different":[176],"parameters":[177,187],"taken.":[179],"Physical":[180],"ultrasound":[182],"examinations":[183],"performed.":[185],"sex,":[188],"history":[189],"diabetes,":[191],"dyslipidemia,":[192],"blood":[193],"pressure,":[194],"body":[195],"mass":[196],"index,":[197],"smoking":[198],"atherosclerosis":[200],"listed.":[202],"In":[203],"order":[204],"establish":[206],"average":[208],"risk,":[217],"intelligent":[219],"analysis":[220],"relating":[221],"these":[222],"factors":[223],"applied.":[232],"Conclusion.":[233],"As":[234],"system":[236],"very":[238],"complex":[239],"analyze":[241],"using":[242],"classical":[243],"mathematical":[244],"techniques,":[245],"principles":[247],"artificial":[249],"neural":[250],"networks":[251],"come":[252],"handy.":[254],"rule":[256],"base":[257],"that":[258],"maps":[259],"input":[261],"variables":[262],"created":[270],"database":[273],"performed":[276],"analyzes.":[277],"makes":[279],"it":[280],"possible":[281,302],"predict":[283],"factors.":[293],"Therefore,":[294],"prevention":[295],"will":[300],"be":[301],"geographic":[308],"area.":[309]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2022-07-02T00:00:00"}