{"id":"https://openalex.org/W4283258267","doi":"https://doi.org/10.1109/meco55406.2022.9797204","title":"Using Artificial Neural Network in Diagnosis of Polycystic Ovary Syndrome","display_name":"Using Artificial Neural Network in Diagnosis of Polycystic Ovary Syndrome","publication_year":2022,"publication_date":"2022-06-07","ids":{"openalex":"https://openalex.org/W4283258267","doi":"https://doi.org/10.1109/meco55406.2022.9797204"},"language":"en","primary_location":{"id":"doi:10.1109/meco55406.2022.9797204","is_oa":false,"landing_page_url":"https://doi.org/10.1109/meco55406.2022.9797204","pdf_url":null,"source":{"id":"https://openalex.org/S4363608204","display_name":"2022 11th Mediterranean Conference on Embedded Computing (MECO)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 11th Mediterranean Conference on Embedded Computing (MECO)","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/A5015754414","display_name":"Amila Ahmetasevic","orcid":null},"institutions":[{"id":"https://openalex.org/I104817121","display_name":"University of Sarajevo","ror":"https://ror.org/02hhwgd43","country_code":"BA","type":"education","lineage":["https://openalex.org/I104817121"]}],"countries":["BA"],"is_corresponding":false,"raw_author_name":"Amila Ahmetasevic","raw_affiliation_strings":["University of Sarajevo,Faculty of Pharmacy,Sarajevo,Bosnia and Herzegovina","Faculty of Pharmacy, University of Sarajevo, Sarajevo, Bosnia and Herzegovina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sarajevo,Faculty of Pharmacy,Sarajevo,Bosnia and Herzegovina","institution_ids":["https://openalex.org/I104817121"]},{"raw_affiliation_string":"Faculty of Pharmacy, University of Sarajevo, Sarajevo, Bosnia and Herzegovina","institution_ids":["https://openalex.org/I104817121"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017034783","display_name":"Lejla Alicelebic","orcid":null},"institutions":[{"id":"https://openalex.org/I104817121","display_name":"University of Sarajevo","ror":"https://ror.org/02hhwgd43","country_code":"BA","type":"education","lineage":["https://openalex.org/I104817121"]}],"countries":["BA"],"is_corresponding":false,"raw_author_name":"Lejla Alicelebic","raw_affiliation_strings":["University of Sarajevo,Faculty of Pharmacy,Sarajevo,Bosnia and Herzegovina","Faculty of Pharmacy, University of Sarajevo, Sarajevo, Bosnia and Herzegovina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sarajevo,Faculty of Pharmacy,Sarajevo,Bosnia and Herzegovina","institution_ids":["https://openalex.org/I104817121"]},{"raw_affiliation_string":"Faculty of Pharmacy, University of Sarajevo, Sarajevo, Bosnia and Herzegovina","institution_ids":["https://openalex.org/I104817121"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072628051","display_name":"Berina Bajric","orcid":null},"institutions":[{"id":"https://openalex.org/I104817121","display_name":"University of Sarajevo","ror":"https://ror.org/02hhwgd43","country_code":"BA","type":"education","lineage":["https://openalex.org/I104817121"]}],"countries":["BA"],"is_corresponding":false,"raw_author_name":"Berina Bajric","raw_affiliation_strings":["University of Sarajevo,Faculty of Pharmacy,Sarajevo,Bosnia and Herzegovina","Faculty of Pharmacy, University of Sarajevo, Sarajevo, Bosnia and Herzegovina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sarajevo,Faculty of Pharmacy,Sarajevo,Bosnia and Herzegovina","institution_ids":["https://openalex.org/I104817121"]},{"raw_affiliation_string":"Faculty of Pharmacy, University of Sarajevo, Sarajevo, Bosnia and Herzegovina","institution_ids":["https://openalex.org/I104817121"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047273746","display_name":"Ervina Be\u010di\u0107","orcid":"https://orcid.org/0000-0001-6371-9504"},"institutions":[{"id":"https://openalex.org/I104817121","display_name":"University of Sarajevo","ror":"https://ror.org/02hhwgd43","country_code":"BA","type":"education","lineage":["https://openalex.org/I104817121"]}],"countries":["BA"],"is_corresponding":false,"raw_author_name":"Ervina Becic","raw_affiliation_strings":["University of Sarajevo,Faculty of Pharmacy,Sarajevo,Bosnia and Herzegovina","Faculty of Pharmacy, University of Sarajevo, Sarajevo, Bosnia and Herzegovina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sarajevo,Faculty of Pharmacy,Sarajevo,Bosnia and Herzegovina","institution_ids":["https://openalex.org/I104817121"]},{"raw_affiliation_string":"Faculty of Pharmacy, University of Sarajevo, Sarajevo, Bosnia and Herzegovina","institution_ids":["https://openalex.org/I104817121"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091662955","display_name":"Alisa Smajovi\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I104817121","display_name":"University of Sarajevo","ror":"https://ror.org/02hhwgd43","country_code":"BA","type":"education","lineage":["https://openalex.org/I104817121"]}],"countries":["BA"],"is_corresponding":false,"raw_author_name":"Alisa Smajovic","raw_affiliation_strings":["University of Sarajevo,Faculty of Pharmacy,Sarajevo,Bosnia and Herzegovina","Faculty of Pharmacy, University of Sarajevo, Sarajevo, Bosnia and Herzegovina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sarajevo,Faculty of Pharmacy,Sarajevo,Bosnia and Herzegovina","institution_ids":["https://openalex.org/I104817121"]},{"raw_affiliation_string":"Faculty of Pharmacy, University of Sarajevo, Sarajevo, Bosnia and Herzegovina","institution_ids":["https://openalex.org/I104817121"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087817959","display_name":"Amar Deumi\u0107","orcid":"https://orcid.org/0000-0003-4723-1458"},"institutions":[{"id":"https://openalex.org/I51716468","display_name":"International Burch University","ror":"https://ror.org/040cm8d21","country_code":"BA","type":"education","lineage":["https://openalex.org/I51716468"]}],"countries":["BA"],"is_corresponding":false,"raw_author_name":"Amar Deumic","raw_affiliation_strings":["International Burch University,Faculty of Engineering and Natural Sciences,Sarajevo,Bosnia and Herzegovina","Faculty of Engineering and Natural Sciences, International Burch University, Sarajevo, Bosnia and Herzegovina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Burch University,Faculty of Engineering and Natural Sciences,Sarajevo,Bosnia and Herzegovina","institution_ids":["https://openalex.org/I51716468"]},{"raw_affiliation_string":"Faculty of Engineering and Natural Sciences, International Burch University, Sarajevo, Bosnia and Herzegovina","institution_ids":["https://openalex.org/I51716468"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.0612,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.98113208,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13690","display_name":"Quality and Safety in Healthcare","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/3607","display_name":"Medical Laboratory Technology"},"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/T13690","display_name":"Quality and Safety in Healthcare","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/3607","display_name":"Medical Laboratory Technology"},"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/polycystic-ovary","display_name":"Polycystic ovary","score":0.9099964499473572},{"id":"https://openalex.org/keywords/anovulation","display_name":"Anovulation","score":0.6848688125610352},{"id":"https://openalex.org/keywords/ovulation","display_name":"Ovulation","score":0.5724155902862549},{"id":"https://openalex.org/keywords/hyperandrogenism","display_name":"Hyperandrogenism","score":0.5316244959831238},{"id":"https://openalex.org/keywords/testosterone","display_name":"Testosterone (patch)","score":0.5068390965461731},{"id":"https://openalex.org/keywords/endocrine-system","display_name":"Endocrine system","score":0.47673261165618896},{"id":"https://openalex.org/keywords/dehydroepiandrosterone","display_name":"Dehydroepiandrosterone","score":0.4714447259902954},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4696851074695587},{"id":"https://openalex.org/keywords/ovary","display_name":"Ovary","score":0.4535343647003174},{"id":"https://openalex.org/keywords/androgen","display_name":"Androgen","score":0.44748103618621826},{"id":"https://openalex.org/keywords/gynecology","display_name":"Gynecology","score":0.42738503217697144},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.4095473289489746},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.40535449981689453},{"id":"https://openalex.org/keywords/endocrinology","display_name":"Endocrinology","score":0.3692111372947693},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3190070390701294},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.26909053325653076},{"id":"https://openalex.org/keywords/obesity","display_name":"Obesity","score":0.13297060132026672},{"id":"https://openalex.org/keywords/hormone","display_name":"Hormone","score":0.10212486982345581}],"concepts":[{"id":"https://openalex.org/C3018442814","wikidata":"https://www.wikidata.org/wiki/Q500816","display_name":"Polycystic ovary","level":4,"score":0.9099964499473572},{"id":"https://openalex.org/C2780853582","wikidata":"https://www.wikidata.org/wiki/Q25556","display_name":"Anovulation","level":5,"score":0.6848688125610352},{"id":"https://openalex.org/C2777702977","wikidata":"https://www.wikidata.org/wiki/Q187082","display_name":"Ovulation","level":3,"score":0.5724155902862549},{"id":"https://openalex.org/C2780186808","wikidata":"https://www.wikidata.org/wiki/Q10529545","display_name":"Hyperandrogenism","level":5,"score":0.5316244959831238},{"id":"https://openalex.org/C2779279991","wikidata":"https://www.wikidata.org/wiki/Q6058681","display_name":"Testosterone (patch)","level":2,"score":0.5068390965461731},{"id":"https://openalex.org/C46699223","wikidata":"https://www.wikidata.org/wiki/Q11078","display_name":"Endocrine system","level":3,"score":0.47673261165618896},{"id":"https://openalex.org/C2776992908","wikidata":"https://www.wikidata.org/wiki/Q408376","display_name":"Dehydroepiandrosterone","level":4,"score":0.4714447259902954},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4696851074695587},{"id":"https://openalex.org/C2778324911","wikidata":"https://www.wikidata.org/wiki/Q9631","display_name":"Ovary","level":2,"score":0.4535343647003174},{"id":"https://openalex.org/C2777911890","wikidata":"https://www.wikidata.org/wiki/Q62614","display_name":"Androgen","level":3,"score":0.44748103618621826},{"id":"https://openalex.org/C29456083","wikidata":"https://www.wikidata.org/wiki/Q1221899","display_name":"Gynecology","level":1,"score":0.42738503217697144},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.4095473289489746},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.40535449981689453},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.3692111372947693},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3190070390701294},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26909053325653076},{"id":"https://openalex.org/C511355011","wikidata":"https://www.wikidata.org/wiki/Q12174","display_name":"Obesity","level":2,"score":0.13297060132026672},{"id":"https://openalex.org/C71315377","wikidata":"https://www.wikidata.org/wiki/Q11364","display_name":"Hormone","level":2,"score":0.10212486982345581},{"id":"https://openalex.org/C2777391703","wikidata":"https://www.wikidata.org/wiki/Q1053470","display_name":"Insulin resistance","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/meco55406.2022.9797204","is_oa":false,"landing_page_url":"https://doi.org/10.1109/meco55406.2022.9797204","pdf_url":null,"source":{"id":"https://openalex.org/S4363608204","display_name":"2022 11th Mediterranean Conference on Embedded Computing (MECO)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 11th Mediterranean Conference on Embedded Computing (MECO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.7900000214576721,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W37018364","https://openalex.org/W163234071","https://openalex.org/W2049266248","https://openalex.org/W2051812123","https://openalex.org/W2552198809","https://openalex.org/W2735762027","https://openalex.org/W2796452055","https://openalex.org/W2803212018","https://openalex.org/W2886172374","https://openalex.org/W2949110676","https://openalex.org/W2949573065","https://openalex.org/W2949702861","https://openalex.org/W2950955863","https://openalex.org/W2951509688","https://openalex.org/W3040790433","https://openalex.org/W3046342815","https://openalex.org/W3104254993","https://openalex.org/W3156503956","https://openalex.org/W4200085153","https://openalex.org/W4251280792","https://openalex.org/W4285727455","https://openalex.org/W4360973400","https://openalex.org/W6606536654","https://openalex.org/W6763387281","https://openalex.org/W6764102777","https://openalex.org/W6764205215","https://openalex.org/W7017431025"],"related_works":["https://openalex.org/W4282546241","https://openalex.org/W2154565137","https://openalex.org/W2381509674","https://openalex.org/W96634583","https://openalex.org/W4389464116","https://openalex.org/W2564128998","https://openalex.org/W2081010307","https://openalex.org/W1875572423","https://openalex.org/W1985574714","https://openalex.org/W248873726"],"abstract_inverted_index":{"This":[0],"paper":[1],"focuses":[2],"on":[3],"the":[4,16,20,25,47,53,106,128,149,164,167],"problem":[5],"of":[6,15,19,27,49,55,82,105,127,143,154,169],"diagnosing":[7],"polycystic":[8,114],"ovary":[9,115],"syndrome":[10,29,116],"(PCOS),":[11],"which":[12],"is":[13,30,109,172],"one":[14],"leading":[17],"disorders":[18],"female":[21],"endocrine":[22],"system.":[23],"Although":[24],"incidence":[26],"this":[28,146,160],"quite":[31],"high,":[32],"physicians":[33],"and":[34,98,137,157,176],"patients":[35],"still":[36],"often":[37],"encounter":[38],"problems":[39],"in":[40,92,145],"their":[41],"detection,":[42],"as":[43,45],"well":[44],"with":[46,101,113,131],"ineffectiveness":[48],"prescribed":[50],"therapy.":[51],"For":[52],"development":[54],"expert":[56],"system,":[57],"a":[58,152],"database":[59],"containing":[60],"following":[61],"parameters":[62],"was":[63],"used:":[64],"oligo":[65],"ovulation,":[66],"anovulation,":[67],"free":[68,70],"testosterone,":[69,76],"androgen":[71],"index":[72],"(FAI),":[73],"calculated":[74],"bioavailable":[75],"androstendione,":[77],"dehydroepiandrosterone,":[78],"ovarian":[79],"volume,":[80],"number":[81],"follicles,":[83],"obesity.":[84],"The":[85,103,123],"presented":[86],"dataset":[87],"contains":[88],"1000":[89],"samples":[90],"distributed":[91],"two":[93],"categories:":[94],"(1)":[95],"heatlhy":[96],"subjects":[97,100],"(2)":[99],"disease.":[102],"purpose":[104],"developed":[107],"system":[108,129,150,171],"to":[110,163],"classify":[111],"instances":[112],"using":[117],"artificial":[118],"neural":[119],"networks":[120],"(ANN":[121],"s).":[122],"overall":[124],"performance":[125],"evaluation":[126],"resulted":[130],"accuracy":[132,177],"of96.1":[133],"%,":[134],"sensitivity":[135,168],"of96.8%":[136],"specificity":[138,174],"of90%":[139],"indicating":[140],"significant":[141],"potential":[142],"ANNs":[144],"field.":[147],"Since":[148],"predicted":[151],"total":[153],"157":[155],"positive":[156],"23":[158],"negative,":[159],"leads":[161],"us":[162],"result":[165],"that":[166],"our":[170],"96.8%,":[173],"90%":[175],"96.1":[178],"%.":[179]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
