{"id":"https://openalex.org/W2575657035","doi":"https://doi.org/10.1109/tmi.2017.2655486","title":"Detecting Cardiovascular Disease from Mammograms With Deep Learning","display_name":"Detecting Cardiovascular Disease from Mammograms With Deep Learning","publication_year":2017,"publication_date":"2017-01-19","ids":{"openalex":"https://openalex.org/W2575657035","doi":"https://doi.org/10.1109/tmi.2017.2655486","mag":"2575657035","pmid":"https://pubmed.ncbi.nlm.nih.gov/28113340"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2017.2655486","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2017.2655486","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://www.ncbi.nlm.nih.gov/pmc/articles/5522710","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100347484","display_name":"Juan Wang","orcid":"https://orcid.org/0000-0003-3124-9901"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Juan Wang","raw_affiliation_strings":["Department of Computer Science, University of California at Irvine, Irvine, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California at Irvine, Irvine, CA, USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021415922","display_name":"Huanjun Ding","orcid":"https://orcid.org/0000-0002-5537-8962"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huanjun Ding","raw_affiliation_strings":["Department of Radiological Sciences, University of California at Irvine, Irvine, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiological Sciences, University of California at Irvine, Irvine, CA, USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023278391","display_name":"Fatemeh Azamian Bidgoli","orcid":null},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fatemeh Azamian Bidgoli","raw_affiliation_strings":["Department of Radiological Sciences, University of California at Irvine, Irvine, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiological Sciences, University of California at Irvine, Irvine, CA, USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040499959","display_name":"Brian Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brian Zhou","raw_affiliation_strings":["Department of Radiological Sciences, University of California at Irvine, Irvine, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiological Sciences, University of California at Irvine, Irvine, CA, USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077298017","display_name":"Carlos Iribarren","orcid":"https://orcid.org/0000-0001-5622-1839"},"institutions":[{"id":"https://openalex.org/I1343052199","display_name":"Kaiser Permanente","ror":"https://ror.org/00t60zh31","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1343052199"]},{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carlos Iribarren","raw_affiliation_strings":["Kaiser Permanente Northern California Division of Research, Oakland, CA, USA","San Francisco Departments of Epidemiology, University of California, Biostatistics and Medicine, San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Kaiser Permanente Northern California Division of Research, Oakland, CA, USA","institution_ids":["https://openalex.org/I1343052199"]},{"raw_affiliation_string":"San Francisco Departments of Epidemiology, University of California, Biostatistics and Medicine, San Francisco, CA, USA","institution_ids":["https://openalex.org/I180670191"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086707068","display_name":"Sabee Molloi","orcid":"https://orcid.org/0000-0003-1852-4913"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sabee Molloi","raw_affiliation_strings":["Department of Radiological Sciences, University of California at Irvine, Irvine, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiological Sciences, University of California at Irvine, Irvine, CA, USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103265896","display_name":"Pierre Baldi","orcid":"https://orcid.org/0000-0003-0636-7930"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pierre Baldi","raw_affiliation_strings":["Department of Computer Science, University of California at Irvine, Irvine, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California at Irvine, Irvine, CA, USA","institution_ids":["https://openalex.org/I204250578"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100347484"],"corresponding_institution_ids":["https://openalex.org/I204250578"],"apc_list":null,"apc_paid":null,"fwci":16.7929,"has_fulltext":false,"cited_by_count":238,"citation_normalized_percentile":{"value":0.99460733,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"36","issue":"5","first_page":"1172","last_page":"1181"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11361","display_name":"Digital Radiography and Breast Imaging","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11361","display_name":"Digital Radiography and Breast Imaging","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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":0.9983000159263611,"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/T10862","display_name":"AI in cancer detection","score":0.9983000159263611,"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7174967527389526},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7023889422416687},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6656941771507263},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6532554626464844},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.6389734745025635},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5129660964012146},{"id":"https://openalex.org/keywords/coronary-artery-disease","display_name":"Coronary artery disease","score":0.5067868828773499},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4688234031200409},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.4163486361503601},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3222249746322632},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.20844930410385132},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.18306174874305725},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.1821030080318451},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.16817331314086914}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7174967527389526},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7023889422416687},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6656941771507263},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6532554626464844},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.6389734745025635},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5129660964012146},{"id":"https://openalex.org/C2778213512","wikidata":"https://www.wikidata.org/wiki/Q844935","display_name":"Coronary artery disease","level":2,"score":0.5067868828773499},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4688234031200409},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.4163486361503601},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3222249746322632},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20844930410385132},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.18306174874305725},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.1821030080318451},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.16817331314086914},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D002114","descriptor_name":"Calcinosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002114","descriptor_name":"Calcinosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002114","descriptor_name":"Calcinosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D003324","descriptor_name":"Coronary Artery Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003324","descriptor_name":"Coronary Artery Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003324","descriptor_name":"Coronary Artery Disease","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":"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":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008327","descriptor_name":"Mammography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008327","descriptor_name":"Mammography","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}],"locations_count":6,"locations":[{"id":"doi:10.1109/tmi.2017.2655486","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2017.2655486","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:28113340","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28113340","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:ark:/13030/qt3v15z2d0","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},{"id":"pmh:oai:escholarship.org:ark:/13030/qt3v15z2d0","is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/3v15z2d0","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"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, vol 36, iss 5","raw_type":"article"},{"id":"pmh:oai:europepmc.org:4846472","is_oa":false,"landing_page_url":"http://europepmc.org/pmc/articles/PMC5522710","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:5522710","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5522710","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Trans Med Imaging","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:5522710","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5522710","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Trans Med Imaging","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.4300000071525574}],"awards":[{"id":"https://openalex.org/G1150414190","display_name":null,"funder_award_id":"R01 HL106043","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G4639369010","display_name":null,"funder_award_id":"IIS-1550705","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320309327","display_name":"Google","ror":"https://ror.org/00njsd438"},{"id":"https://openalex.org/F4320337338","display_name":"National Heart, Lung, and Blood Institute","ror":"https://ror.org/012pb6c26"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W144595636","https://openalex.org/W948663339","https://openalex.org/W1026270304","https://openalex.org/W1428829675","https://openalex.org/W1487583988","https://openalex.org/W1604552233","https://openalex.org/W1836465849","https://openalex.org/W1866490706","https://openalex.org/W1955857676","https://openalex.org/W1968093678","https://openalex.org/W1971158043","https://openalex.org/W1973166400","https://openalex.org/W1985414551","https://openalex.org/W1990566524","https://openalex.org/W1994002998","https://openalex.org/W1997383643","https://openalex.org/W1999875704","https://openalex.org/W2022508996","https://openalex.org/W2039367092","https://openalex.org/W2046589863","https://openalex.org/W2048014103","https://openalex.org/W2049553351","https://openalex.org/W2054073121","https://openalex.org/W2064789226","https://openalex.org/W2066412916","https://openalex.org/W2076063813","https://openalex.org/W2087509800","https://openalex.org/W2094213695","https://openalex.org/W2095705004","https://openalex.org/W2097117768","https://openalex.org/W2108101947","https://openalex.org/W2109759383","https://openalex.org/W2111465740","https://openalex.org/W2124931447","https://openalex.org/W2125621954","https://openalex.org/W2130606764","https://openalex.org/W2143612262","https://openalex.org/W2154579312","https://openalex.org/W2161125118","https://openalex.org/W2163605009","https://openalex.org/W2164370980","https://openalex.org/W2167510172","https://openalex.org/W2194775991","https://openalex.org/W2196906371","https://openalex.org/W2198606573","https://openalex.org/W2228655332","https://openalex.org/W2301766697","https://openalex.org/W2409105137","https://openalex.org/W2474421929","https://openalex.org/W2949117887","https://openalex.org/W2949650786","https://openalex.org/W2950621961","https://openalex.org/W2963173190","https://openalex.org/W2963542991","https://openalex.org/W4285719527","https://openalex.org/W6625035492","https://openalex.org/W6626481562","https://openalex.org/W6628457283","https://openalex.org/W6629368666","https://openalex.org/W6638667902","https://openalex.org/W6674330103","https://openalex.org/W6682751323","https://openalex.org/W6684191040","https://openalex.org/W6684372118","https://openalex.org/W6687483927","https://openalex.org/W6713643310","https://openalex.org/W6721136770"],"related_works":["https://openalex.org/W4295532600","https://openalex.org/W2063823869","https://openalex.org/W2047973478","https://openalex.org/W1514924336","https://openalex.org/W2067569035","https://openalex.org/W4375867731","https://openalex.org/W4226493464","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983"],"abstract_inverted_index":{"Coronary":[0],"artery":[1,40],"disease":[2],"is":[3,141],"a":[4,44,56,72,91,121,148,154],"major":[5],"cause":[6],"of":[7,29,38,67,82,93,123,156,158],"death":[8],"in":[9],"women.":[10],"Breast":[11],"arterial":[12],"calcifications":[13],"(BACs),":[14],"detected":[15],"inmammograms,":[16],"can":[17,168],"be":[18,169],"useful":[19],"riskmarkers":[20],"associated":[21],"with":[22,147,187],"the":[23,27,65,68,80,88,116,127,137,144],"disease.":[24,41],"We":[25,42,86],"investigate":[26],"feasibility":[28],"automated":[30,175],"and":[31,54,106,184],"accurate":[32],"detection":[33,124,179],"ofBACsinmammograms":[34],"for":[35,60,177],"risk":[36],"assessment":[37],"coronary":[39],"develop":[43,173],"12-layer":[45],"convolutional":[46],"neural":[47],"network":[48],"to":[49,75,126,143,172,181],"discriminate":[50],"BAC":[51,61,178],"from":[52,98],"non-BAC":[53],"apply":[55],"pixelwise,":[57],"patch-based":[58],"procedure":[59],"detection.":[62],"To":[63],"assess":[64,185],"performance":[66,89],"system,":[69],"we":[70],"conduct":[71],"reader":[73],"study":[74],"provide":[76],"ground-truth":[77],"information":[78],"using":[79,90,101],"consensus":[81],"human":[83,128],"expert":[84],"radiologists.":[85],"evaluate":[87],"set":[92],"840":[94],"full-field":[95],"digital":[96],"mammograms":[97],"210":[99],"cases,":[100],"both":[102],"free-responsereceiveroperatingcharacteristic":[103],"(FROC)":[104],"analysis":[105,113,134],"calcium":[107,131,139],"mass":[108,132,140],"quantification":[109,133],"analysis.":[110],"The":[111,130],"FROC":[112],"shows":[114,135],"that":[115,136,165],"deep":[117,166],"learning":[118,167],"approach":[119],"achieves":[120],"level":[122],"similar":[125],"experts.":[129],"inferred":[138],"close":[142],"ground":[145],"truth,":[146],"linear":[149],"regression":[150],"between":[151],"them":[152],"yielding":[153],"coefficient":[155],"determination":[157],"96.24%.":[159],"Taken":[160],"together,":[161],"these":[162],"results":[163],"suggest":[164],"used":[170],"effectively":[171],"an":[174],"system":[176],"inmammograms":[180],"help":[182],"identify":[183],"patients":[186],"cardiovascular":[188],"risks.":[189]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":30},{"year":2022,"cited_by_count":38},{"year":2021,"cited_by_count":46},{"year":2020,"cited_by_count":29},{"year":2019,"cited_by_count":29},{"year":2018,"cited_by_count":18},{"year":2017,"cited_by_count":6}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
