{"id":"https://openalex.org/W2755855890","doi":"https://doi.org/10.1109/tmi.2017.2751523","title":"Automated Analysis of Unregistered Multi-View Mammograms With Deep Learning","display_name":"Automated Analysis of Unregistered Multi-View Mammograms With Deep Learning","publication_year":2017,"publication_date":"2017-09-12","ids":{"openalex":"https://openalex.org/W2755855890","doi":"https://doi.org/10.1109/tmi.2017.2751523","mag":"2755855890","pmid":"https://pubmed.ncbi.nlm.nih.gov/28920897"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2017.2751523","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2017.2751523","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":true,"oa_status":"green","oa_url":"https://eprints.qut.edu.au/114146/1/tmi_multimodal_2.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029215323","display_name":"Gustavo Carneiro","orcid":"https://orcid.org/0000-0002-5571-6220"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Gustavo Carneiro","raw_affiliation_strings":["Australian Centre for Visual Technologies, University of Adelaide, Adelaide, SA, Australia"],"affiliations":[{"raw_affiliation_string":"Australian Centre for Visual Technologies, University of Adelaide, Adelaide, SA, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078047670","display_name":"Jacinto C. Nascimento","orcid":"https://orcid.org/0000-0001-7468-5127"},"institutions":[{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]},{"id":"https://openalex.org/I4387152517","display_name":"Instituto Superior T\u00e9cnico","ror":"https://ror.org/03db2by73","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103","https://openalex.org/I4387152517"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jacinto Nascimento","raw_affiliation_strings":["Institute for Systems and Robotics, Instituto Superior T\u00e9cnico, Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"Institute for Systems and Robotics, Instituto Superior T\u00e9cnico, Lisbon, Portugal","institution_ids":["https://openalex.org/I4210166615","https://openalex.org/I4387152517"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042053820","display_name":"Andrew P. Bradley","orcid":"https://orcid.org/0000-0003-0109-6844"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]},{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Andrew P. Bradley","raw_affiliation_strings":["School of Information Technology and Electrical Engineering, University of Queensland, Brisbane, QLD, Australia"],"affiliations":[{"raw_affiliation_string":"School of Information Technology and Electrical Engineering, University of Queensland, Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I160993911","https://openalex.org/I165143802"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5029215323"],"corresponding_institution_ids":["https://openalex.org/I5681781"],"apc_list":null,"apc_paid":null,"fwci":14.3423,"has_fulltext":true,"cited_by_count":199,"citation_normalized_percentile":{"value":0.99068315,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"36","issue":"11","first_page":"2355","last_page":"2365"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9998999834060669,"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":0.9998999834060669,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9995999932289124,"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/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9987999796867371,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7975102663040161},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.780156135559082},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.7642829418182373},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6480231285095215},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.6209148168563843},{"id":"https://openalex.org/keywords/malignancy","display_name":"Malignancy","score":0.5227680206298828},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5147509574890137},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47388404607772827},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.45369651913642883},{"id":"https://openalex.org/keywords/calcification","display_name":"Calcification","score":0.4445619583129883},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"Computer-aided diagnosis","score":0.42785027623176575},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37307828664779663},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.36297473311424255},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.28853267431259155},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2705044746398926},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.12627220153808594}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7975102663040161},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.780156135559082},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.7642829418182373},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6480231285095215},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.6209148168563843},{"id":"https://openalex.org/C2779399171","wikidata":"https://www.wikidata.org/wiki/Q1483951","display_name":"Malignancy","level":2,"score":0.5227680206298828},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5147509574890137},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47388404607772827},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.45369651913642883},{"id":"https://openalex.org/C2780309369","wikidata":"https://www.wikidata.org/wiki/Q933382","display_name":"Calcification","level":2,"score":0.4445619583129883},{"id":"https://openalex.org/C2779549770","wikidata":"https://www.wikidata.org/wiki/Q1122413","display_name":"Computer-aided diagnosis","level":2,"score":0.42785027623176575},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37307828664779663},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.36297473311424255},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.28853267431259155},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2705044746398926},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.12627220153808594},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001940","descriptor_name":"Breast","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001940","descriptor_name":"Breast","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001940","descriptor_name":"Breast","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":"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":"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":"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":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1109/tmi.2017.2751523","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2017.2751523","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:28920897","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28920897","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:eprints.qut.edu.au:114146","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.qut.edu.au/114146/1/tmi_multimodal_2.pdf","source":{"id":"https://openalex.org/S4306402607","display_name":"QUT ePrints (Queensland University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I160993911","host_organization_name":"Queensland University of Technology","host_organization_lineage":["https://openalex.org/I160993911"],"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","raw_type":"Contribution to Journal"},{"id":"pmh:oai:digital.library.adelaide.edu.au:2440/110578","is_oa":false,"landing_page_url":"http://hdl.handle.net/2440/110578","pdf_url":null,"source":{"id":"https://openalex.org/S4306401835","display_name":"Adelaide Research & Scholarship (AR&S) (University of Adelaide)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5681781","host_organization_name":"The University of Adelaide","host_organization_lineage":["https://openalex.org/I5681781"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://dx.doi.org/10.1109/tmi.2017.2751523","raw_type":"Journal article"}],"best_oa_location":{"id":"pmh:oai:eprints.qut.edu.au:114146","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.qut.edu.au/114146/1/tmi_multimodal_2.pdf","source":{"id":"https://openalex.org/S4306402607","display_name":"QUT ePrints (Queensland University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I160993911","host_organization_name":"Queensland University of Technology","host_organization_lineage":["https://openalex.org/I160993911"],"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","raw_type":"Contribution to Journal"},"sustainable_development_goals":[{"score":0.6700000166893005,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G5053550393","display_name":null,"funder_award_id":"FT110100623","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G8473342615","display_name":null,"funder_award_id":"DP140102794","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2755855890.pdf","grobid_xml":"https://content.openalex.org/works/W2755855890.grobid-xml"},"referenced_works_count":93,"referenced_works":["https://openalex.org/W22040386","https://openalex.org/W66427752","https://openalex.org/W177004468","https://openalex.org/W304373761","https://openalex.org/W308431700","https://openalex.org/W317170363","https://openalex.org/W346782365","https://openalex.org/W1500230509","https://openalex.org/W1538131130","https://openalex.org/W1546431092","https://openalex.org/W1570613334","https://openalex.org/W1644641054","https://openalex.org/W1654698919","https://openalex.org/W1663973292","https://openalex.org/W1723619723","https://openalex.org/W1932469787","https://openalex.org/W1960182310","https://openalex.org/W1972626213","https://openalex.org/W1978469498","https://openalex.org/W1982981565","https://openalex.org/W1990985109","https://openalex.org/W2022508996","https://openalex.org/W2026395347","https://openalex.org/W2035986973","https://openalex.org/W2043103956","https://openalex.org/W2045331387","https://openalex.org/W2055260435","https://openalex.org/W2072128103","https://openalex.org/W2083955294","https://openalex.org/W2084783417","https://openalex.org/W2096866836","https://openalex.org/W2101195239","https://openalex.org/W2101771332","https://openalex.org/W2102605133","https://openalex.org/W2109597745","https://openalex.org/W2116288467","https://openalex.org/W2117539524","https://openalex.org/W2121936641","https://openalex.org/W2122436376","https://openalex.org/W2131807858","https://openalex.org/W2133059825","https://openalex.org/W2133094542","https://openalex.org/W2133923351","https://openalex.org/W2135107501","https://openalex.org/W2143345254","https://openalex.org/W2149933564","https://openalex.org/W2155487617","https://openalex.org/W2163605009","https://openalex.org/W2166441074","https://openalex.org/W2171751663","https://openalex.org/W2184188583","https://openalex.org/W2200566924","https://openalex.org/W2216351247","https://openalex.org/W2240965754","https://openalex.org/W2253429366","https://openalex.org/W2284539364","https://openalex.org/W2290344319","https://openalex.org/W2294923432","https://openalex.org/W2299565249","https://openalex.org/W2304433118","https://openalex.org/W2317417577","https://openalex.org/W2338271170","https://openalex.org/W2346062110","https://openalex.org/W2396013981","https://openalex.org/W2467126091","https://openalex.org/W2493683088","https://openalex.org/W2523382659","https://openalex.org/W2525724907","https://openalex.org/W2527654160","https://openalex.org/W2530535982","https://openalex.org/W2547496647","https://openalex.org/W2557738935","https://openalex.org/W2560552919","https://openalex.org/W2573215997","https://openalex.org/W2580611662","https://openalex.org/W2581082771","https://openalex.org/W2593659367","https://openalex.org/W2604665028","https://openalex.org/W2709951493","https://openalex.org/W2911964244","https://openalex.org/W2963173190","https://openalex.org/W2964275459","https://openalex.org/W4231109964","https://openalex.org/W4285719527","https://openalex.org/W4299518610","https://openalex.org/W6607184829","https://openalex.org/W6611025721","https://openalex.org/W6632100814","https://openalex.org/W6680096826","https://openalex.org/W6680470464","https://openalex.org/W6682132143","https://openalex.org/W6684191040","https://openalex.org/W6686207219"],"related_works":["https://openalex.org/W2971160620","https://openalex.org/W2131714067","https://openalex.org/W2419349733","https://openalex.org/W2393187347","https://openalex.org/W2130448729","https://openalex.org/W1978794434","https://openalex.org/W3190666406","https://openalex.org/W4311196528","https://openalex.org/W2338709101","https://openalex.org/W2101163260"],"abstract_inverted_index":{"We":[0,101],"describe":[1],"an":[2],"automated":[3,117,205],"methodology":[4,34,67],"for":[5,43,160,178,189,218,231],"the":[6,22,37,44,76,82,88,95,99,105,112,154,172,179,190,203,207,216,219,229,232],"analysis":[7],"of":[8,25,39,46,56,90,110],"unregistered":[9,49],"cranio-caudal":[10],"(CC)":[11],"and":[12,52,61,78,81,119,123,135,148,150,167,188,215,228],"medio-lateral":[13],"oblique":[14],"(MLO)":[15],"mammography":[16],"views":[17,51,80],"in":[18,36,98],"order":[19],"to":[20,87],"estimate":[21],"patient's":[23],"risk":[24],"developing":[26],"breast":[27,57,192,234],"cancer.":[28],"The":[29,128],"main":[30],"innovation":[31],"behind":[32],"this":[33],"lies":[35],"use":[38],"deep":[40],"learning":[41],"models":[42],"problem":[45,163,184,194,224],"jointly":[47],"classifying":[48],"mammogram":[50],"respective":[53],"segmentation":[54,83,113,137],"maps":[55,114],"lesions":[58],"(i.e.,":[59],"masses":[60],"micro-calcifications).":[62],"This":[63],"is":[64,94,108,139,169,185,198,212,225,236],"a":[65,71,161],"holistic":[66],"that":[68,104,153],"can":[69],"classify":[70],"whole":[72],"mammographic":[73],"exam,":[74],"containing":[75],"CC":[77],"MLO":[79],"maps,":[84],"as":[85],"opposed":[86],"classification":[89],"individual":[91],"lesions,":[92],"which":[93],"dominant":[96],"approach":[97,130],"field.":[100],"also":[102,199],"demonstrate":[103],"proposed":[106],"system":[107],"capable":[109],"using":[111],"generated":[115],"by":[116],"mass":[118,134],"micro-calcification":[120,136],"detection":[121],"systems,":[122],"still":[124],"producing":[125],"accurate":[126],"results.":[127],"semi-automated":[129],"(using":[131],"manually":[132],"defined":[133],"maps)":[138],"tested":[140],"on":[141,210],"two":[142],"publicly":[143],"available":[144],"data":[145],"sets":[146],"(INbreast":[147],"DDSM),":[149],"results":[151,209],"show":[152],"volume":[155],"under":[156,174],"ROC":[157,175],"surface":[158],"(VUS)":[159],"3-class":[162],"(normal":[164],"tissue,":[165],"benign,":[166],"malignant)":[168],"over":[170,186,200,213,226],"0.9,":[171,187],"area":[173],"curve":[176],"(AUC)":[177],"2-class":[180,191,220,233],"\"benign":[181,221],"versus":[182,196,222],"malignant\"":[183,223],"screening":[193,235],"(malignancy":[195],"normal/benign)":[197],"0.9.":[201],"For":[202],"fully":[204],"approach,":[206],"VUS":[208],"INbreast":[211],"0.7,":[214],"AUC":[217,230],"0.78,":[227],"0.86.":[237]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":24},{"year":2023,"cited_by_count":27},{"year":2022,"cited_by_count":30},{"year":2021,"cited_by_count":33},{"year":2020,"cited_by_count":30},{"year":2019,"cited_by_count":30},{"year":2018,"cited_by_count":9}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
