{"id":"https://openalex.org/W1965429011","doi":"https://doi.org/10.1145/2001858.2002040","title":"Identification of cancer diagnosis estimation models using evolutionary algorithms","display_name":"Identification of cancer diagnosis estimation models using evolutionary algorithms","publication_year":2011,"publication_date":"2011-07-12","ids":{"openalex":"https://openalex.org/W1965429011","doi":"https://doi.org/10.1145/2001858.2002040","mag":"1965429011"},"language":"en","primary_location":{"id":"doi:10.1145/2001858.2002040","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2001858.2002040","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th annual conference companion on Genetic and evolutionary computation","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/A5036920760","display_name":"Stephan Winkler","orcid":"https://orcid.org/0000-0002-5196-4294"},"institutions":[{"id":"https://openalex.org/I4210136249","display_name":"University of Applied Sciences Upper Austria","ror":"https://ror.org/03jqp6d56","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210136249"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Stephan M. Winkler","raw_affiliation_strings":["Upper Austria University of Applied Sciences, Hagenberg, Austria"],"affiliations":[{"raw_affiliation_string":"Upper Austria University of Applied Sciences, Hagenberg, Austria","institution_ids":["https://openalex.org/I4210136249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013367027","display_name":"Michael Affenzeller","orcid":"https://orcid.org/0000-0001-5692-5940"},"institutions":[{"id":"https://openalex.org/I4210136249","display_name":"University of Applied Sciences Upper Austria","ror":"https://ror.org/03jqp6d56","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210136249"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Michael Affenzeller","raw_affiliation_strings":["Upper Austria University of Applied Sciences, Hagenberg, Austria"],"affiliations":[{"raw_affiliation_string":"Upper Austria University of Applied Sciences, Hagenberg, Austria","institution_ids":["https://openalex.org/I4210136249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047406029","display_name":"Witold Jacak","orcid":"https://orcid.org/0000-0003-2645-7909"},"institutions":[{"id":"https://openalex.org/I4210136249","display_name":"University of Applied Sciences Upper Austria","ror":"https://ror.org/03jqp6d56","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210136249"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Witold Jacak","raw_affiliation_strings":["Upper Austria University of Applied Sciences, Hagenberg, Austria"],"affiliations":[{"raw_affiliation_string":"Upper Austria University of Applied Sciences, Hagenberg, Austria","institution_ids":["https://openalex.org/I4210136249"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085035774","display_name":"Herbert Stekel","orcid":null},"institutions":[{"id":"https://openalex.org/I4210143831","display_name":"Women's General Hospital","ror":"https://ror.org/03y7h1693","country_code":"AT","type":"healthcare","lineage":["https://openalex.org/I4210143831"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Herbert Stekel","raw_affiliation_strings":["General Hospital Linz, Linz, Austria"],"affiliations":[{"raw_affiliation_string":"General Hospital Linz, Linz, Austria","institution_ids":["https://openalex.org/I4210143831"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5036920760"],"corresponding_institution_ids":["https://openalex.org/I4210136249"],"apc_list":null,"apc_paid":null,"fwci":5.1309,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.95185335,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"503","last_page":"510"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.998199999332428,"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"}},"topics":[{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.998199999332428,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11287","display_name":"Cancer Genomics and Diagnostics","score":0.9717000126838684,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6991585493087769},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6564012765884399},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.5579255223274231},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4364812970161438},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36556726694107056},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36247387528419495},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11100268363952637},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09751826524734497}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6991585493087769},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6564012765884399},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5579255223274231},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4364812970161438},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36556726694107056},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36247387528419495},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11100268363952637},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09751826524734497},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2001858.2002040","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2001858.2002040","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th annual conference companion on Genetic and evolutionary computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.5899999737739563}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W101445842","https://openalex.org/W136860338","https://openalex.org/W178056938","https://openalex.org/W1512383952","https://openalex.org/W1543488019","https://openalex.org/W1545888947","https://openalex.org/W1576818901","https://openalex.org/W1680392829","https://openalex.org/W1730869288","https://openalex.org/W1770617499","https://openalex.org/W1963542227","https://openalex.org/W1965324089","https://openalex.org/W1978393588","https://openalex.org/W2004102690","https://openalex.org/W2014947083","https://openalex.org/W2031126855","https://openalex.org/W2087609313","https://openalex.org/W2089091298","https://openalex.org/W2098001605","https://openalex.org/W2103469703","https://openalex.org/W2108899349","https://openalex.org/W2118815929","https://openalex.org/W2119018997","https://openalex.org/W2120251257","https://openalex.org/W2132528779","https://openalex.org/W2147318445","https://openalex.org/W2148603752","https://openalex.org/W2153635508","https://openalex.org/W2172085426","https://openalex.org/W2199868482","https://openalex.org/W2208223059","https://openalex.org/W2271358270","https://openalex.org/W2372169787","https://openalex.org/W2431249056","https://openalex.org/W2531563875","https://openalex.org/W2544387354","https://openalex.org/W2799061466","https://openalex.org/W3120421331","https://openalex.org/W3147730904","https://openalex.org/W4205687621","https://openalex.org/W4238586295","https://openalex.org/W4248089989","https://openalex.org/W4386062155","https://openalex.org/W6672054865","https://openalex.org/W7014191107","https://openalex.org/W7071374342"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3209574120","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3,40],"present":[4],"results":[5],"of":[6,16,38],"empirical":[7],"research":[8],"work":[9],"done":[10],"on":[11,23],"the":[12,36],"data":[13,25],"based":[14],"identification":[15],"estimation":[17],"models":[18,44],"for":[19,45],"cancer":[20,47],"diagnoses:":[21],"Based":[22],"patients'":[24],"records":[26],"including":[27],"standard":[28],"blood":[29],"parameters,":[30],"tumor":[31],"markers,":[32],"and":[33],"information":[34],"about":[35],"diagnosis":[37],"tumors":[39],"have":[41],"trained":[42],"mathematical":[43],"estimating":[46],"diagnoses.":[48]},"counts_by_year":[{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":7},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}