{"id":"https://openalex.org/W2137779110","doi":"https://doi.org/10.1016/s1386-5056(98)00174-9","title":"Computer-assisted diagnosis of breast cancer using a data-driven Bayesian belief network","display_name":"Computer-assisted diagnosis of breast cancer using a data-driven Bayesian belief network","publication_year":1999,"publication_date":"1999-05-01","ids":{"openalex":"https://openalex.org/W2137779110","doi":"https://doi.org/10.1016/s1386-5056(98)00174-9","mag":"2137779110","pmid":"https://pubmed.ncbi.nlm.nih.gov/10219951"},"language":"en","primary_location":{"id":"doi:10.1016/s1386-5056(98)00174-9","doi":"https://doi.org/10.1016/s1386-5056(98)00174-9","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s1386-5056(98)00174-9","pdf_url":null,"source":{"id":"https://openalex.org/S53142634","display_name":"International Journal of Medical Informatics","issn_l":"1386-5056","issn":["1386-5056","1872-8243"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","doyens","jufo-3","ki-jl-1","medline","norway-2","poland-140","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":"International Journal of Medical Informatics","raw_type":"journal-article"},"volume":null,"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/A5020323089","display_name":"X WANG","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"X WANG","raw_affiliation_strings":["Department of Radiology, University of Pittsburgh, PA 15261-0001, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, University of Pittsburgh, PA 15261-0001, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101725000","display_name":"Bingjie Zheng","orcid":"https://orcid.org/0000-0001-5408-7680","observed_orcids":["https://orcid.org/0000-0001-5408-7680"]},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"B ZHENG","raw_affiliation_strings":["Imaging Research Division, Department of Radiology, University of Pittsburgh, A439 Scaife Hall, Pittsburgh, PA 15261-0001, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imaging Research Division, Department of Radiology, University of Pittsburgh, A439 Scaife Hall, Pittsburgh, PA 15261-0001, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111675110","display_name":"W F Good","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"W GOOD","raw_affiliation_strings":["Imaging Research Division, Department of Radiology, University of Pittsburgh, A439 Scaife Hall, Pittsburgh, PA 15261-0001, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imaging Research Division, Department of Radiology, University of Pittsburgh, A439 Scaife Hall, Pittsburgh, PA 15261-0001, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":null,"display_name":"J KING","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J KING","raw_affiliation_strings":["Imaging Research Division, Department of Radiology, University of Pittsburgh, A439 Scaife Hall, Pittsburgh, PA 15261-0001, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imaging Research Division, Department of Radiology, University of Pittsburgh, A439 Scaife Hall, Pittsburgh, PA 15261-0001, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"last","author":{"id":null,"display_name":"Y CHANG","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Y CHANG","raw_affiliation_strings":["Imaging Research Division, Department of Radiology, University of Pittsburgh, A439 Scaife Hall, Pittsburgh, PA 15261-0001, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imaging Research Division, Department of Radiology, University of Pittsburgh, A439 Scaife Hall, Pittsburgh, PA 15261-0001, USA","institution_ids":["https://openalex.org/I170201317"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5111675110"],"corresponding_institution_ids":["https://openalex.org/I170201317"],"apc_list":{"value":3150,"currency":"USD","value_usd":3150},"apc_paid":null,"fwci":2.0622,"has_fulltext":false,"cited_by_count":79,"citation_normalized_percentile":{"value":0.88812246,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"54","issue":"2","first_page":"115","last_page":"126"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.5098000168800354,"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":0.5098000168800354,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.47510001063346863,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.0024999999441206455,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/breast-cancer-diagnosis","display_name":"breast cancer diagnosis","score":0.953000009059906},{"id":"https://openalex.org/keywords/bayesian-networks","display_name":"Bayesian networks","score":0.7480000257492065},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"computer-aided diagnosis","score":0.9010000228881836},{"id":"https://openalex.org/keywords/mammography","display_name":"mammography","score":0.8090000152587891},{"id":"https://openalex.org/keywords/hybrid-classifier","display_name":"hybrid classifier","score":0.7549999952316284},{"id":"https://openalex.org/keywords/medical-history","display_name":"medical history","score":0.5350000262260437},{"id":"https://openalex.org/keywords/diagnostic-performance","display_name":"diagnostic performance","score":0.48899999260902405}],"concepts":[{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.791191577911377},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6871381402015686},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6165816783905029},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5411912202835083},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4985485076904297},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47937634587287903},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4209514856338501},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.4128875136375427},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3959577679634094}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","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":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","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":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003937","descriptor_name":"Diagnosis, Differential","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1016/s1386-5056(98)00174-9","doi":"https://doi.org/10.1016/s1386-5056(98)00174-9","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s1386-5056(98)00174-9","pdf_url":null,"source":{"id":"https://openalex.org/S53142634","display_name":"International Journal of Medical Informatics","issn_l":"1386-5056","issn":["1386-5056","1872-8243"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","doyens","jufo-3","ki-jl-1","medline","norway-2","poland-140","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":"International Journal of Medical Informatics","raw_type":"journal-article"},{"id":"pmid:10219951","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/10219951","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,"listed_in":[],"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":"International journal of medical informatics","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.7759000062942505}],"study_designs":[],"awards":[{"id":"https://openalex.org/G2062373085","display_name":null,"funder_award_id":"CA77850","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G5173937417","display_name":"Improving Breast Cancer Detection and Diagnosis with CAD","funder_award_id":"R01CA077850","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G5183504782","display_name":"COMPRESSION OF MAMMOGRAPHIC IMAGES--AN ASSESSMENT","funder_award_id":"7r01ca062800-04","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6393593788","display_name":null,"funder_award_id":"CA62800","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337351","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W126500376","https://openalex.org/W179935495","https://openalex.org/W1499239143","https://openalex.org/W1558174409","https://openalex.org/W1971117990","https://openalex.org/W1972536364","https://openalex.org/W1973378735","https://openalex.org/W1976927254","https://openalex.org/W1978304080","https://openalex.org/W1983664690","https://openalex.org/W1988264599","https://openalex.org/W2002026327","https://openalex.org/W2027510913","https://openalex.org/W2032389573","https://openalex.org/W2035005104","https://openalex.org/W2041303826","https://openalex.org/W2047780971","https://openalex.org/W2067627322","https://openalex.org/W2072293577","https://openalex.org/W2081824827","https://openalex.org/W2085648080","https://openalex.org/W2092353478","https://openalex.org/W2094584576","https://openalex.org/W2098985260","https://openalex.org/W2131148034","https://openalex.org/W2151817208","https://openalex.org/W2163842499","https://openalex.org/W2166103330","https://openalex.org/W2171265988"],"related_works":["https://openalex.org/W2247155460","https://openalex.org/W2296460507","https://openalex.org/W3023815642","https://openalex.org/W2165463207","https://openalex.org/W7096179598","https://openalex.org/W2206242063","https://openalex.org/W2021453862","https://openalex.org/W2412919909","https://openalex.org/W1558174409","https://openalex.org/W2043554366"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":2}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2016-06-24T00:00:00"}