{"id":"https://openalex.org/W2810113585","doi":"https://doi.org/10.1007/s00521-018-3589-8","title":"Classification and diagnostic prediction of prostate cancer using gene expression and artificial neural networks","display_name":"Classification and diagnostic prediction of prostate cancer using gene expression and artificial neural networks","publication_year":2018,"publication_date":"2018-06-29","ids":{"openalex":"https://openalex.org/W2810113585","doi":"https://doi.org/10.1007/s00521-018-3589-8","mag":"2810113585"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-018-3589-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-018-3589-8","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-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/A5087012789","display_name":"Sreenivas Sremath Tirumala","orcid":"https://orcid.org/0000-0002-8479-4359"},"institutions":[{"id":"https://openalex.org/I39854758","display_name":"Auckland University of Technology","ror":"https://ror.org/01zvqw119","country_code":"NZ","type":"education","lineage":["https://openalex.org/I39854758"]}],"countries":["NZ"],"is_corresponding":true,"raw_author_name":"S. S. Tirumala","raw_affiliation_strings":["Auckland University of Technology, Auckland, New Zealand"],"raw_orcid":"https://orcid.org/0000-0002-8479-4359","affiliations":[{"raw_affiliation_string":"Auckland University of Technology, Auckland, New Zealand","institution_ids":["https://openalex.org/I39854758"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053383719","display_name":"Ajit Narayanan","orcid":"https://orcid.org/0000-0003-3075-7672"},"institutions":[{"id":"https://openalex.org/I39854758","display_name":"Auckland University of Technology","ror":"https://ror.org/01zvqw119","country_code":"NZ","type":"education","lineage":["https://openalex.org/I39854758"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"A. Narayanan","raw_affiliation_strings":["Auckland University of Technology, Auckland, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Auckland University of Technology, Auckland, New Zealand","institution_ids":["https://openalex.org/I39854758"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5087012789"],"corresponding_institution_ids":["https://openalex.org/I39854758"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.8351,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.72414619,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"31","issue":"11","first_page":"7539","last_page":"7548"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11970","display_name":"Molecular Biology Techniques and Applications","score":0.9939000010490417,"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"}},"topics":[{"id":"https://openalex.org/T11970","display_name":"Molecular Biology Techniques and Applications","score":0.9939000010490417,"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/T10862","display_name":"AI in cancer detection","score":0.9664000272750854,"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/T10515","display_name":"Cancer-related molecular mechanisms research","score":0.9498999714851379,"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/c4.5-algorithm","display_name":"C4.5 algorithm","score":0.770340085029602},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7422020435333252},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6906397342681885},{"id":"https://openalex.org/keywords/prostate-cancer","display_name":"Prostate cancer","score":0.6745623350143433},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6643723249435425},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6435929536819458},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.6416023969650269},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.6249960660934448},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.553871750831604},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5321494936943054},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5223180651664734},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.4750675857067108},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42331206798553467},{"id":"https://openalex.org/keywords/bayes-theorem","display_name":"Bayes' theorem","score":0.42073509097099304},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13831305503845215},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.10801836848258972},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.0849582850933075}],"concepts":[{"id":"https://openalex.org/C52003472","wikidata":"https://www.wikidata.org/wiki/Q1022655","display_name":"C4.5 algorithm","level":4,"score":0.770340085029602},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7422020435333252},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6906397342681885},{"id":"https://openalex.org/C2780192828","wikidata":"https://www.wikidata.org/wiki/Q181257","display_name":"Prostate cancer","level":3,"score":0.6745623350143433},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6643723249435425},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6435929536819458},{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.6416023969650269},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.6249960660934448},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.553871750831604},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5321494936943054},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5223180651664734},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.4750675857067108},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42331206798553467},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.42073509097099304},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13831305503845215},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.10801836848258972},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.0849582850933075}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-018-3589-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-018-3589-8","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.4699999988079071,"display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W134111903","https://openalex.org/W1545302199","https://openalex.org/W1546313835","https://openalex.org/W1547776301","https://openalex.org/W1727290854","https://openalex.org/W1987270093","https://openalex.org/W1996681001","https://openalex.org/W2014915963","https://openalex.org/W2103000160","https://openalex.org/W2105503412","https://openalex.org/W2119387367","https://openalex.org/W2124152802","https://openalex.org/W2140218006","https://openalex.org/W2143426320","https://openalex.org/W2144012133","https://openalex.org/W2159400887","https://openalex.org/W2168761589","https://openalex.org/W2294045015","https://openalex.org/W2483085625","https://openalex.org/W2748501745","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2997511728","https://openalex.org/W4214653893","https://openalex.org/W2149097950","https://openalex.org/W3102090019","https://openalex.org/W2774470613","https://openalex.org/W3124731355","https://openalex.org/W3036853918","https://openalex.org/W3211372245","https://openalex.org/W2793442578","https://openalex.org/W2505282017"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}
