{"id":"https://openalex.org/W2133647570","doi":"https://doi.org/10.1016/s0933-3657(00)00063-4","title":"Model selection for a medical diagnostic decision support system: a breast cancer detection case","display_name":"Model selection for a medical diagnostic decision support system: a breast cancer detection case","publication_year":2000,"publication_date":"2000-11-01","ids":{"openalex":"https://openalex.org/W2133647570","doi":"https://doi.org/10.1016/s0933-3657(00)00063-4","mag":"2133647570","pmid":"https://pubmed.ncbi.nlm.nih.gov/10998586"},"language":"en","primary_location":{"id":"doi:10.1016/s0933-3657(00)00063-4","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s0933-3657(00)00063-4","pdf_url":null,"source":{"id":"https://openalex.org/S42468263","display_name":"Artificial Intelligence in Medicine","issn_l":"0933-3657","issn":["0933-3657","1873-2860"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Artificial Intelligence in Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5110788717","display_name":"David West","orcid":null},"institutions":[{"id":"https://openalex.org/I186335123","display_name":"East Carolina University","ror":"https://ror.org/01vx35703","country_code":"US","type":"education","lineage":["https://openalex.org/I186335123"]},{"id":"https://openalex.org/I4210133369","display_name":"Decision Sciences (United States)","ror":"https://ror.org/03gcvf773","country_code":"US","type":"company","lineage":["https://openalex.org/I4210133369"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"David West","raw_affiliation_strings":["Department of Decision Sciences, College of Business Administration, East Carolina University, Greenville, NC 27836, USA. westv@mail.brody.ecu.edu","Department of Decision Sciences, College of Business Administration, East Carolina University, Greenville, NC 27836, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Decision Sciences, College of Business Administration, East Carolina University, Greenville, NC 27836, USA. westv@mail.brody.ecu.edu","institution_ids":["https://openalex.org/I186335123"]},{"raw_affiliation_string":"Department of Decision Sciences, College of Business Administration, East Carolina University, Greenville, NC 27836, USA","institution_ids":["https://openalex.org/I186335123","https://openalex.org/I4210133369"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050019388","display_name":"Vivian West","orcid":null},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]},{"id":"https://openalex.org/I186335123","display_name":"East Carolina University","ror":"https://ror.org/01vx35703","country_code":"US","type":"education","lineage":["https://openalex.org/I186335123"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vivian West","raw_affiliation_strings":["East Carolina University Center for Health Sciences Communication, Greenville, NC 27858, USA","School of Nursing, University of North Carolina, Chapel Hill, NC 27599, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East Carolina University Center for Health Sciences Communication, Greenville, NC 27858, USA","institution_ids":["https://openalex.org/I186335123"]},{"raw_affiliation_string":"School of Nursing, University of North Carolina, Chapel Hill, NC 27599, USA","institution_ids":["https://openalex.org/I114027177"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5110788717"],"corresponding_institution_ids":["https://openalex.org/I186335123","https://openalex.org/I4210133369"],"apc_list":{"value":3230,"currency":"USD","value_usd":3230},"apc_paid":null,"fwci":6.1487,"has_fulltext":false,"cited_by_count":92,"citation_normalized_percentile":{"value":0.96337839,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"20","issue":"3","first_page":"183","last_page":"204"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9954000115394592,"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":0.9954000115394592,"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":0.9947999715805054,"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/T10320","display_name":"Neural Networks and Applications","score":0.9912999868392944,"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/computer-science","display_name":"Computer science","score":0.7490252256393433},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6195623278617859},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5933787226676941},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5732088088989258},{"id":"https://openalex.org/keywords/model-selection","display_name":"Model selection","score":0.5448089838027954},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.521203875541687},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.510587751865387},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.5040861368179321},{"id":"https://openalex.org/keywords/bayes-theorem","display_name":"Bayes' theorem","score":0.46083006262779236},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4605594575405121},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.4501124620437622},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.43221598863601685},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1467665433883667},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.13217255473136902},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12367138266563416}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7490252256393433},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6195623278617859},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5933787226676941},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5732088088989258},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.5448089838027954},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.521203875541687},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.510587751865387},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.5040861368179321},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.46083006262779236},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4605594575405121},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.4501124620437622},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.43221598863601685},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1467665433883667},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.13217255473136902},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12367138266563416}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D003626","descriptor_name":"Data Display","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003626","descriptor_name":"Data Display","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003626","descriptor_name":"Data Display","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003951","descriptor_name":"Diagnostic Errors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003951","descriptor_name":"Diagnostic Errors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003951","descriptor_name":"Diagnostic Errors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1016/s0933-3657(00)00063-4","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s0933-3657(00)00063-4","pdf_url":null,"source":{"id":"https://openalex.org/S42468263","display_name":"Artificial Intelligence in Medicine","issn_l":"0933-3657","issn":["0933-3657","1873-2860"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Artificial Intelligence in Medicine","raw_type":"journal-article"},{"id":"pmid:10998586","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/10998586","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial intelligence in medicine","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6499999761581421,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W28412257","https://openalex.org/W1679913846","https://openalex.org/W1867138509","https://openalex.org/W1966829527","https://openalex.org/W1968968976","https://openalex.org/W1972374016","https://openalex.org/W1974788427","https://openalex.org/W1981103483","https://openalex.org/W1984419199","https://openalex.org/W1984889947","https://openalex.org/W1985009090","https://openalex.org/W1985265521","https://openalex.org/W1989164753","https://openalex.org/W1991513497","https://openalex.org/W1991859953","https://openalex.org/W1997777628","https://openalex.org/W1998447990","https://openalex.org/W1998612546","https://openalex.org/W1998878162","https://openalex.org/W2003046741","https://openalex.org/W2004471885","https://openalex.org/W2011433920","https://openalex.org/W2014374971","https://openalex.org/W2014922235","https://openalex.org/W2017713426","https://openalex.org/W2025182061","https://openalex.org/W2032882144","https://openalex.org/W2035602263","https://openalex.org/W2035810868","https://openalex.org/W2037976962","https://openalex.org/W2043868637","https://openalex.org/W2046575449","https://openalex.org/W2056863478","https://openalex.org/W2062884568","https://openalex.org/W2064582139","https://openalex.org/W2068357300","https://openalex.org/W2074599392","https://openalex.org/W2077619161","https://openalex.org/W2078322828","https://openalex.org/W2108727998","https://openalex.org/W2124152802","https://openalex.org/W2124776405","https://openalex.org/W2139372732","https://openalex.org/W2140218006","https://openalex.org/W2148965132","https://openalex.org/W2149723649","https://openalex.org/W2150884987","https://openalex.org/W2151817208","https://openalex.org/W2153379234","https://openalex.org/W2164160681","https://openalex.org/W2169472609","https://openalex.org/W2180456856","https://openalex.org/W2400674531","https://openalex.org/W2407510056","https://openalex.org/W2796765386","https://openalex.org/W2797114046","https://openalex.org/W2912934387","https://openalex.org/W2914369697","https://openalex.org/W4212883601","https://openalex.org/W4237222446","https://openalex.org/W4240294902","https://openalex.org/W6713467077"],"related_works":["https://openalex.org/W2250488071","https://openalex.org/W2356150353","https://openalex.org/W2018643641","https://openalex.org/W2380744779","https://openalex.org/W1999647744","https://openalex.org/W2967867994","https://openalex.org/W2469878540","https://openalex.org/W2765337000","https://openalex.org/W2113454941","https://openalex.org/W2124230873"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":5},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":8},{"year":2012,"cited_by_count":6}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
