{"id":"https://openalex.org/W2166441074","doi":"https://doi.org/10.1109/tmi.2011.2105886","title":"Optimizing Case-Based Detection Performance in a Multiview CAD System for Mammography","display_name":"Optimizing Case-Based Detection Performance in a Multiview CAD System for Mammography","publication_year":2011,"publication_date":"2011-01-13","ids":{"openalex":"https://openalex.org/W2166441074","doi":"https://doi.org/10.1109/tmi.2011.2105886","mag":"2166441074","pmid":"https://pubmed.ncbi.nlm.nih.gov/21233045"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2011.2105886","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2011.2105886","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"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 Medical Imaging","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/A5113751060","display_name":"Maurice Samulski","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":"Maurice Samulski","raw_affiliation_strings":["Department of Radiology, Radboud University Nijmegen Medical Centre, 6525 GA Nijmegen, The Netherlands. m.samulski@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, 6525 GA Nijmegen, The Netherlands. m.samulski@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":"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":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":13.6783,"has_fulltext":false,"cited_by_count":72,"citation_normalized_percentile":{"value":0.98764709,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"30","issue":"4","first_page":"1001","last_page":"1009"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9930999875068665,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9850000143051147,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/cad","display_name":"CAD","score":0.8070613145828247},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7811270356178284},{"id":"https://openalex.org/keywords/false-positive-paradox","display_name":"False positive paradox","score":0.7294907569885254},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7214124798774719},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.708646297454834},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6300822496414185},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5153826475143433},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4644726514816284},{"id":"https://openalex.org/keywords/digital-mammography","display_name":"Digital mammography","score":0.46110185980796814}],"concepts":[{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.8070613145828247},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7811270356178284},{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.7294907569885254},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7214124798774719},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.708646297454834},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6300822496414185},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5153826475143433},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4644726514816284},{"id":"https://openalex.org/C2781281974","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Digital mammography","level":5,"score":0.46110185980796814},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.0},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","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":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","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":"D008327","descriptor_name":"Mammography","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":"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":"D015203","descriptor_name":"Reproducibility of Results","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},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018270","descriptor_name":"Carcinoma, Ductal, Breast","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D018270","descriptor_name":"Carcinoma, Ductal, Breast","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D018270","descriptor_name":"Carcinoma, Ductal, Breast","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/tmi.2011.2105886","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2011.2105886","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"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 Medical Imaging","raw_type":"journal-article"},{"id":"pmid:21233045","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/21233045","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 medical imaging","raw_type":null},{"id":"pmh:oai:repository.ubn.ru.nl:2066/96166","is_oa":false,"landing_page_url":"http://hdl.handle.net/2066/96166","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 Medical Imaging, 30, 4, pp. 1001-9","raw_type":"Article / Letter to editor"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8600000143051147,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W102604262","https://openalex.org/W1500546368","https://openalex.org/W1578670117","https://openalex.org/W1969776610","https://openalex.org/W1970012846","https://openalex.org/W1978469498","https://openalex.org/W2007693625","https://openalex.org/W2014915963","https://openalex.org/W2024683252","https://openalex.org/W2031644007","https://openalex.org/W2040434704","https://openalex.org/W2058127922","https://openalex.org/W2064811021","https://openalex.org/W2065564800","https://openalex.org/W2069929276","https://openalex.org/W2078825977","https://openalex.org/W2083572563","https://openalex.org/W2092111833","https://openalex.org/W2096821823","https://openalex.org/W2096885854","https://openalex.org/W2135128148","https://openalex.org/W2143505352","https://openalex.org/W2159318977","https://openalex.org/W2167466549","https://openalex.org/W2167866422","https://openalex.org/W2171522051","https://openalex.org/W2171541090","https://openalex.org/W2171689646"],"related_works":["https://openalex.org/W2039863152","https://openalex.org/W2563096758","https://openalex.org/W2123598922","https://openalex.org/W4386053843","https://openalex.org/W3158004940","https://openalex.org/W1970386660","https://openalex.org/W2083950985","https://openalex.org/W2146231501","https://openalex.org/W2124620029","https://openalex.org/W2972035100"],"abstract_inverted_index":{"When":[0],"reading":[1],"mammograms,":[2],"radiologists":[3],"combine":[4],"information":[5],"from":[6],"multiple":[7],"views":[8,55,172],"to":[9,124,143,155],"detect":[10],"abnormalities.":[11],"Most":[12],"computer-aided":[13],"detection":[14,41,61,65,88,97,149,207],"(CAD)":[15],"systems,":[16,81],"however,":[17],"use":[18],"primitive":[19],"methods":[20],"for":[21,78,108,131,199],"inclusion":[22],"of":[23,43,112,128,147,158,170,182,205,225],"multiview":[24,79,133],"context":[25],"or":[26],"analyze":[27],"each":[28],"view":[29],"independently.":[30],"In":[31,69,136],"previous":[32],"research":[33],"it":[34],"was":[35,194,197,209,215],"found":[36,210],"that":[37],"in":[38,178,222],"mammography":[39],"lesion-based":[40],"performance":[42,208],"CAD":[44,80,134],"systems":[45],"can":[46,140],"be":[47,141],"improved":[48],"when":[49,211],"correspondences":[50],"between":[51],"MLO":[52],"and":[53,99,115,162,191],"CC":[54],"are":[56],"taken":[57],"into":[58],"account.":[59],"However,":[60],"at":[62,85,179],"case":[63],"level":[64],"did":[66],"not":[67],"improve.":[68],"this":[70,137],"paper,":[71],"we":[72],"propose":[73],"a":[74,94,100,132,174],"new":[75],"learning":[76],"method":[77,91,152,214],"which":[82],"is":[83,122,153],"aimed":[84],"optimizing":[86],"case-based":[87,148,206],"performance.":[89,150],"The":[90,103,118,151],"builds":[92],"on":[93,145],"single-view":[95],"lesion":[96],"system":[98],"correspondence":[101,116,119],"classifier.":[102],"latter":[104],"provides":[105],"class":[106],"probabilities":[107],"the":[109,126,156,183,212,223],"various":[110],"types":[111],"region":[113,176],"pairs":[114],"features.":[117],"classifier":[120],"output":[121],"used":[123,198],"bias":[125],"selection":[127],"training":[129,139],"patterns":[130],"system.":[135],"way":[138],"forced":[142],"focus":[144],"optimization":[146],"applied":[154],"problem":[157],"detecting":[159],"malignant":[160,175],"masses":[161],"architectural":[163],"distortions.":[164],"Experiments":[165],"involve":[166],"454":[167],"mammograms":[168],"consisting":[169],"four":[171],"with":[173],"visible":[177],"least":[180],"one":[181],"views.":[184],"To":[185],"evaluate":[186],"performance,":[187],"five-fold":[188],"cross":[189],"validation":[190],"FROC":[192],"analysis":[193],"performed.":[195],"Bootstrapping":[196],"statistical":[200],"analysis.":[201],"A":[202],"significant":[203],"increase":[204],"proposed":[213],"used.":[216],"Mean":[217],"sensitivity":[218],"increased":[219],"by":[220],"4.7%":[221],"range":[224],"0.01-0.5":[226],"false":[227],"positives":[228],"per":[229],"image.":[230]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":11},{"year":2012,"cited_by_count":8}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}