{"id":"https://openalex.org/W2171745318","doi":"https://doi.org/10.1109/titb.2010.2043296","title":"Computer-Aided Diagnosis With Temporal Analysis to Improve Radiologists\u2019 Interpretation of Mammographic Mass Lesions","display_name":"Computer-Aided Diagnosis With Temporal Analysis to Improve Radiologists\u2019 Interpretation of Mammographic Mass Lesions","publication_year":2010,"publication_date":"2010-04-16","ids":{"openalex":"https://openalex.org/W2171745318","doi":"https://doi.org/10.1109/titb.2010.2043296","mag":"2171745318","pmid":"https://pubmed.ncbi.nlm.nih.gov/20403792"},"language":"en","primary_location":{"id":"doi:10.1109/titb.2010.2043296","is_oa":false,"landing_page_url":"https://doi.org/10.1109/titb.2010.2043296","pdf_url":null,"source":{"id":"https://openalex.org/S68937846","display_name":"IEEE Transactions on Information Technology in Biomedicine","issn_l":"1089-7771","issn":["1089-7771","1558-0032"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Information Technology in Biomedicine","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/A5084280458","display_name":"Sheila Timp","orcid":null},"institutions":[{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]},{"id":"https://openalex.org/I2802934949","display_name":"Radboud University Medical Center","ror":"https://ror.org/05wg1m734","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2802934949"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Sheila Timp","raw_affiliation_strings":["Department of Radiology, Radboud University, Nijmegen Medical Centre, HB Nijmegen, The Netherlands. n.karssemeijer@rad.umcn.nl","Department of Radiology, Radboud University Nijmegen, Nijmegen, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Radboud University, Nijmegen Medical Centre, HB Nijmegen, The Netherlands. n.karssemeijer@rad.umcn.nl","institution_ids":["https://openalex.org/I145872427","https://openalex.org/I2802934949"]},{"raw_affiliation_string":"Department of Radiology, Radboud University Nijmegen, Nijmegen, Netherlands","institution_ids":["https://openalex.org/I145872427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022727506","display_name":"Celia Varela","orcid":null},"institutions":[{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Celia Varela","raw_affiliation_strings":["Department of Radiology, Radboud University Nijmegen, Nijmegen, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Radboud University Nijmegen, Nijmegen, Netherlands","institution_ids":["https://openalex.org/I145872427"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085370896","display_name":"Nico Karssemeijer","orcid":"https://orcid.org/0000-0002-4153-8021"},"institutions":[{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Nico Karssemeijer","raw_affiliation_strings":["Department of Radiology, Radboud University Nijmegen, Nijmegen, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Radboud University Nijmegen, Nijmegen, Netherlands","institution_ids":["https://openalex.org/I145872427"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.6614,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.94937269,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"14","issue":"3","first_page":"803","last_page":"808"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9997000098228455,"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":0.9997000098228455,"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/T11894","display_name":"Radiology practices and education","score":0.9902999997138977,"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"}},{"id":"https://openalex.org/T10556","display_name":"Global Cancer Incidence and Screening","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/cad","display_name":"CAD","score":0.8338844180107117},{"id":"https://openalex.org/keywords/reading","display_name":"Reading (process)","score":0.7263025641441345},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.6349300146102905},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5468350648880005},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"Computer-aided diagnosis","score":0.49229562282562256},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.4908929467201233},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.46280282735824585},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.4215432107448578},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3901562988758087},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.13741818070411682},{"id":"https://openalex.org/keywords/engineering-drawing","display_name":"Engineering drawing","score":0.12668591737747192},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.07793697714805603},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.07529953122138977},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.06602990627288818}],"concepts":[{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.8338844180107117},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.7263025641441345},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.6349300146102905},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5468350648880005},{"id":"https://openalex.org/C2779549770","wikidata":"https://www.wikidata.org/wiki/Q1122413","display_name":"Computer-aided diagnosis","level":2,"score":0.49229562282562256},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.4908929467201233},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.46280282735824585},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.4215432107448578},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3901562988758087},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.13741818070411682},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.12668591737747192},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.07793697714805603},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.07529953122138977},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.06602990627288818},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"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":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"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":"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":"D008327","descriptor_name":"Mammography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008327","descriptor_name":"Mammography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008327","descriptor_name":"Mammography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011857","descriptor_name":"Radiographic Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D011857","descriptor_name":"Radiographic Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D011857","descriptor_name":"Radiographic Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015588","descriptor_name":"Observer Variation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015588","descriptor_name":"Observer Variation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015588","descriptor_name":"Observer Variation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/titb.2010.2043296","is_oa":false,"landing_page_url":"https://doi.org/10.1109/titb.2010.2043296","pdf_url":null,"source":{"id":"https://openalex.org/S68937846","display_name":"IEEE Transactions on Information Technology in Biomedicine","issn_l":"1089-7771","issn":["1089-7771","1558-0032"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Information Technology in Biomedicine","raw_type":"journal-article"},{"id":"pmid:20403792","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/20403792","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":"IEEE transactions on information technology in biomedicine : a publication of the IEEE Engineering in Medicine and Biology Society","raw_type":null},{"id":"pmh:oai:repository.ubn.ru.nl:2066/89520","is_oa":false,"landing_page_url":"http://hdl.handle.net/2066/89520","pdf_url":null,"source":{"id":"https://openalex.org/S4306401067","display_name":"Radboud Repository (Radboud University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I145872427","host_organization_name":"Radboud University Nijmegen","host_organization_lineage":["https://openalex.org/I145872427"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Information Technology in Biomedicine, 14, 3, pp. 803-8","raw_type":"Article / Letter to editor"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W905542594","https://openalex.org/W1963582808","https://openalex.org/W1970368722","https://openalex.org/W1982981565","https://openalex.org/W1988264599","https://openalex.org/W1988290304","https://openalex.org/W2058127922","https://openalex.org/W2066063421","https://openalex.org/W2071342891","https://openalex.org/W2076311841","https://openalex.org/W2083402976","https://openalex.org/W2097841139","https://openalex.org/W2107975271","https://openalex.org/W2135481270","https://openalex.org/W2138309086","https://openalex.org/W2146899794","https://openalex.org/W2154404668","https://openalex.org/W2160023322","https://openalex.org/W2166267167","https://openalex.org/W2615383383","https://openalex.org/W3203450806","https://openalex.org/W4293007919"],"related_works":["https://openalex.org/W1589419489","https://openalex.org/W4229543669","https://openalex.org/W1783185948","https://openalex.org/W1978794434","https://openalex.org/W1554029525","https://openalex.org/W2999505641","https://openalex.org/W2401866201","https://openalex.org/W2945629533","https://openalex.org/W615772105","https://openalex.org/W2013631688"],"abstract_inverted_index":{"The":[0,53,84,146],"purpose":[1],"of":[2,10,63,77,212],"this":[3],"study":[4],"was":[5,55,104,159,177],"to":[6,24,173,190,206],"evaluate":[7],"the":[8,44,58,64,108,115,126,151,154,162,169,185,204,210],"effect":[9],"independent":[11,18,92,97,121,166,181],"reading":[12,20,86,93,101,123],"with":[13,94,102,183,200,209],"computer-aided":[14],"diagnosis":[15],"(CAD)":[16],"and":[17,38,81,96,114,140,216],"double":[19,98,122,167],"on":[21,28,57],"radiologists'":[22],"performance":[23,171,187],"characterize":[25],"mass":[26,54,73],"lesions":[27],"serial":[29],"mammograms.":[30],"Six":[31],"radiologists":[32,208],"rated":[33,71],"198":[34],"cases,":[35],"99":[36,39],"benign":[37,215],"malignant.":[40],"For":[41,165,180],"each":[42,72,112],"case,":[43],"mammograms":[45],"from":[46,79,111,129],"two":[47,130],"consecutive":[48],"screening":[49],"rounds":[50],"were":[51,88,133],"available.":[52],"visible":[56],"prior":[59,80],"view":[60],"in":[61],"40%":[62],"cases.":[65],"Independently,":[66],"a":[67],"CAD":[68,103,117,198],"programe":[69],"also":[70],"lesion":[74],"making":[75],"use":[76],"information":[78],"current":[82],"views.":[83],"following":[85],"situations":[87],"compared:":[89],"single":[90],"reading,":[91,168],"CAD,":[95,184],"reading.":[99],"Independent":[100],"implemented":[105,120],"by":[106,124],"averaging":[107,125],"scaled":[109,116,127],"ratings":[110],"radiologist":[113],"scores.":[118],"We":[119,195],"scores":[128],"radiologists.":[131],"Results":[132],"evaluated":[134],"using":[135],"receiver-operating":[136],"characteristic":[137],"(ROC)":[138],"methodology":[139],"multiple":[141,143],"reader":[142],"case":[144],"analysis.":[145],"average":[147,170,186],"performance,":[148],"measured":[149],"as":[150],"area":[152],"under":[153],"ROC":[155],"curve":[156],"(A(z)":[157],"value),":[158],"0.80":[160],"for":[161],"single-reading":[163],"mode.":[164],"improved":[172],"0.81.":[174],"This":[175],"improvement":[176],"not":[178],"significant.":[179],"interpretation":[182],"significantly":[188],"increased":[189],"0.83":[191],"(P":[192],"<":[193],"0.05).":[194],"conclude":[196],"that":[197],"technology":[199],"temporal":[201],"analysis":[202],"has":[203],"potential":[205],"help":[207],"task":[211],"discriminating":[213],"between":[214],"malignant":[217],"masses.":[218]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
