{"id":"https://openalex.org/W2000697678","doi":"https://doi.org/10.1016/j.eswa.2012.07.046","title":"Fuzzy expert system for predicting pathological stage of prostate cancer","display_name":"Fuzzy expert system for predicting pathological stage of prostate cancer","publication_year":2012,"publication_date":"2012-07-27","ids":{"openalex":"https://openalex.org/W2000697678","doi":"https://doi.org/10.1016/j.eswa.2012.07.046","mag":"2000697678"},"language":"en","primary_location":{"id":"doi:10.1016/j.eswa.2012.07.046","doi":"https://doi.org/10.1016/j.eswa.2012.07.046","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2012.07.046","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","dongbi-c","doyens","fnege-3","jufo-2","ki-jl-2","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W2000697678"],"child_works_count":0,"type":"article","is_traditional":true,"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/A5017351261","display_name":"Maria Jos\u00e9 de Paula Castanho","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210133832","display_name":"Universidade Estadual do Centro-Oeste","ror":"https://ror.org/03cxsty68","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210133832"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"M.J.P. Castanho","raw_affiliation_strings":["Department of Mathematics, Universidade Estadual do Centro-Oeste, Guarapuava, PR, Brazil","Department of Mathematics, Universidade Estadual do Centro-Oeste, Guarapuava, PR, Brazil#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Universidade Estadual do Centro-Oeste, Guarapuava, PR, Brazil","institution_ids":["https://openalex.org/I4210133832"]},{"raw_affiliation_string":"Department of Mathematics, Universidade Estadual do Centro-Oeste, Guarapuava, PR, Brazil#TAB#","institution_ids":["https://openalex.org/I4210133832"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085370302","display_name":"F\u00e1bio Hernandes","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210133832","display_name":"Universidade Estadual do Centro-Oeste","ror":"https://ror.org/03cxsty68","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210133832"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"F. Hernandes","raw_affiliation_strings":["Department of Computation Science, Universidade Estadual do Centro-Oeste, Guarapuava, PR, Brazil","Department of Computation Science, Universidade Estadual do Centro-Oeste, Guarapuava, PR, Brazil#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computation Science, Universidade Estadual do Centro-Oeste, Guarapuava, PR, Brazil","institution_ids":["https://openalex.org/I4210133832"]},{"raw_affiliation_string":"Department of Computation Science, Universidade Estadual do Centro-Oeste, Guarapuava, PR, Brazil#TAB#","institution_ids":["https://openalex.org/I4210133832"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048738146","display_name":"Angelita Maria de R\u00e9","orcid":"https://orcid.org/0000-0001-7629-4613","observed_orcids":["https://orcid.org/0000-0001-7629-4613"]},"institutions":[{"id":"https://openalex.org/I4210133832","display_name":"Universidade Estadual do Centro-Oeste","ror":"https://ror.org/03cxsty68","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210133832"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"A.M. De R\u00e9","raw_affiliation_strings":["Department of Computation Science, Universidade Estadual do Centro-Oeste, Guarapuava, PR, Brazil","Department of Computation Science, Universidade Estadual do Centro-Oeste, Guarapuava, PR, Brazil#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computation Science, Universidade Estadual do Centro-Oeste, Guarapuava, PR, Brazil","institution_ids":["https://openalex.org/I4210133832"]},{"raw_affiliation_string":"Department of Computation Science, Universidade Estadual do Centro-Oeste, Guarapuava, PR, Brazil#TAB#","institution_ids":["https://openalex.org/I4210133832"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001774906","display_name":"Sandro Rautenberg","orcid":"https://orcid.org/0000-0002-2375-9365","observed_orcids":["https://orcid.org/0000-0002-2375-9365"]},"institutions":[{"id":"https://openalex.org/I4210133832","display_name":"Universidade Estadual do Centro-Oeste","ror":"https://ror.org/03cxsty68","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210133832"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"S. Rautenberg","raw_affiliation_strings":["Department of Computation Science, Universidade Estadual do Centro-Oeste, Guarapuava, PR, Brazil","Department of Computation Science, Universidade Estadual do Centro-Oeste, Guarapuava, PR, Brazil#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computation Science, Universidade Estadual do Centro-Oeste, Guarapuava, PR, Brazil","institution_ids":["https://openalex.org/I4210133832"]},{"raw_affiliation_string":"Department of Computation Science, Universidade Estadual do Centro-Oeste, Guarapuava, PR, Brazil#TAB#","institution_ids":["https://openalex.org/I4210133832"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053197043","display_name":"Athanase Billis","orcid":"https://orcid.org/0000-0002-8579-3796","observed_orcids":["https://orcid.org/0000-0002-8579-3796"]},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"A. Billis","raw_affiliation_strings":["School of Medicine, Universidade Estadual de Campinas, Campinas, SP, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medicine, Universidade Estadual de Campinas, Campinas, SP, Brazil","institution_ids":["https://openalex.org/I181391015"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5017351261"],"corresponding_institution_ids":["https://openalex.org/I4210133832"],"apc_list":{"value":3500,"currency":"USD","value_usd":3500},"apc_paid":null,"fwci":6.1843,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":{"value":0.95632761,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":87,"max":99},"biblio":{"volume":"40","issue":"2","first_page":"466","last_page":"470"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9057999849319458,"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":0.9057999849319458,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.03480000048875809,"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"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.016200000420212746,"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/prostate-cancer","display_name":"prostate cancer","score":0.9990000128746033},{"id":"https://openalex.org/keywords/pathological-stage-prediction","display_name":"pathological stage prediction","score":0.8330000042915344},{"id":"https://openalex.org/keywords/fuzzy-expert-system","display_name":"fuzzy expert system","score":0.8569999933242798},{"id":"https://openalex.org/keywords/fuzzy-rules","display_name":"fuzzy rules","score":0.6290000081062317},{"id":"https://openalex.org/keywords/membership-functions","display_name":"membership functions","score":0.7799999713897705},{"id":"https://openalex.org/keywords/genetic-algorithm-parameter-tuning","display_name":"genetic algorithm tuning","score":0.9160000085830688},{"id":"https://openalex.org/keywords/organ-confined-cancer","display_name":"organ-confined cancer","score":0.890999972820282},{"id":"https://openalex.org/keywords/radical-prostatectomy","display_name":"radical prostatectomy","score":0.765999972820282}],"concepts":[{"id":"https://openalex.org/C2780192828","wikidata":"https://www.wikidata.org/wiki/Q181257","display_name":"Prostate cancer","level":3,"score":0.7556132078170776},{"id":"https://openalex.org/C2779466945","wikidata":"https://www.wikidata.org/wiki/Q1765251","display_name":"Prostatectomy","level":4,"score":0.6727463006973267},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6585845351219177},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.6263042688369751},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.5889253616333008},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5427520275115967},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.5214080810546875},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4881768822669983},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.48477476835250854},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.47828325629234314},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4296058118343353},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.4163912534713745},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.38215968012809753},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3715672194957733},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.15681365132331848},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07817992568016052},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.eswa.2012.07.046","doi":"https://doi.org/10.1016/j.eswa.2012.07.046","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2012.07.046","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","dongbi-c","doyens","fnege-3","jufo-2","ki-jl-2","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9074000120162964,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1517428985","https://openalex.org/W1546313835","https://openalex.org/W1560677248","https://openalex.org/W1562402498","https://openalex.org/W1965468410","https://openalex.org/W1968968002","https://openalex.org/W1971998388","https://openalex.org/W1972198295","https://openalex.org/W1978549783","https://openalex.org/W1989762307","https://openalex.org/W2012289572","https://openalex.org/W2031604000","https://openalex.org/W2036223149","https://openalex.org/W2047384599","https://openalex.org/W2057672608","https://openalex.org/W2059487933","https://openalex.org/W2063908487","https://openalex.org/W2066393173","https://openalex.org/W2078907874","https://openalex.org/W2083043726","https://openalex.org/W2089138782","https://openalex.org/W2093620744","https://openalex.org/W2097460058","https://openalex.org/W2104960492","https://openalex.org/W2115318189","https://openalex.org/W2115979689","https://openalex.org/W2116773250","https://openalex.org/W2124611117","https://openalex.org/W2139109103","https://openalex.org/W2139869638","https://openalex.org/W2144512362","https://openalex.org/W2146115904","https://openalex.org/W2146514823","https://openalex.org/W2148303540","https://openalex.org/W2160796235","https://openalex.org/W2171139421","https://openalex.org/W2171384261","https://openalex.org/W2562522240","https://openalex.org/W4252605154","https://openalex.org/W4301351749"],"related_works":["https://openalex.org/W2078907874","https://openalex.org/W4225713377","https://openalex.org/W2410444641","https://openalex.org/W2902248622","https://openalex.org/W957409183","https://openalex.org/W4417280134","https://openalex.org/W6903490725","https://openalex.org/W1816975014","https://openalex.org/W7099170273"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2016-06-24T00:00:00"}