{"id":"https://openalex.org/W3004942370","doi":"https://doi.org/10.1109/bibm47256.2019.8983048","title":"Joint 2D-3D Breast Cancer Classification","display_name":"Joint 2D-3D Breast Cancer Classification","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W3004942370","doi":"https://doi.org/10.1109/bibm47256.2019.8983048","mag":"3004942370"},"language":"en","primary_location":{"id":"doi:10.1109/bibm47256.2019.8983048","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm47256.2019.8983048","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"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/A5070521525","display_name":"Gongbo Liang","orcid":"https://orcid.org/0000-0002-6700-6664"},"institutions":[{"id":"https://openalex.org/I143302722","display_name":"University of Kentucky","ror":"https://ror.org/02k3smh20","country_code":"US","type":"education","lineage":["https://openalex.org/I143302722"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gongbo Liang","raw_affiliation_strings":["Department of Computer Science, University of Kentucky, Lexington, KY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Kentucky, Lexington, KY, USA","institution_ids":["https://openalex.org/I143302722"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100403903","display_name":"Xiaoqin Wang","orcid":"https://orcid.org/0000-0003-4404-0082"},"institutions":[{"id":"https://openalex.org/I143302722","display_name":"University of Kentucky","ror":"https://ror.org/02k3smh20","country_code":"US","type":"education","lineage":["https://openalex.org/I143302722"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaoqin Wang","raw_affiliation_strings":["Department of Radiology, University of Kentucky, Lexington, KY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, University of Kentucky, Lexington, KY, USA","institution_ids":["https://openalex.org/I143302722"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100433430","display_name":"Yu Zhang","orcid":"https://orcid.org/0000-0001-8456-7335"},"institutions":[{"id":"https://openalex.org/I143302722","display_name":"University of Kentucky","ror":"https://ror.org/02k3smh20","country_code":"US","type":"education","lineage":["https://openalex.org/I143302722"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yu Zhang","raw_affiliation_strings":["Department of Computer Science, University of Kentucky, Lexington, KY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Kentucky, Lexington, KY, USA","institution_ids":["https://openalex.org/I143302722"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078449028","display_name":"Xin Xing","orcid":"https://orcid.org/0000-0001-7207-5149"},"institutions":[{"id":"https://openalex.org/I143302722","display_name":"University of Kentucky","ror":"https://ror.org/02k3smh20","country_code":"US","type":"education","lineage":["https://openalex.org/I143302722"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xin Xing","raw_affiliation_strings":["Department of Computer Science, University of Kentucky, Lexington, KY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Kentucky, Lexington, KY, USA","institution_ids":["https://openalex.org/I143302722"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034031758","display_name":"Hunter Blanton","orcid":"https://orcid.org/0000-0001-8058-4218"},"institutions":[{"id":"https://openalex.org/I143302722","display_name":"University of Kentucky","ror":"https://ror.org/02k3smh20","country_code":"US","type":"education","lineage":["https://openalex.org/I143302722"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hunter Blanton","raw_affiliation_strings":["Department of Computer Science, University of Kentucky, Lexington, KY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Kentucky, Lexington, KY, USA","institution_ids":["https://openalex.org/I143302722"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016115865","display_name":"Tawfiq Salem","orcid":"https://orcid.org/0000-0001-6232-0542"},"institutions":[{"id":"https://openalex.org/I83328450","display_name":"Miami University","ror":"https://ror.org/05nbqxr67","country_code":"US","type":"education","lineage":["https://openalex.org/I83328450"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tawfiq Salem","raw_affiliation_strings":["Department of Computer Science and Software Engineering, Miami University, Oxford, Ohio, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Software Engineering, Miami University, Oxford, Ohio, USA","institution_ids":["https://openalex.org/I83328450"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029557305","display_name":"Nathan Jacobs","orcid":"https://orcid.org/0000-0002-4242-8967"},"institutions":[{"id":"https://openalex.org/I143302722","display_name":"University of Kentucky","ror":"https://ror.org/02k3smh20","country_code":"US","type":"education","lineage":["https://openalex.org/I143302722"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nathan Jacobs","raw_affiliation_strings":["Department of Computer Science, University of Kentucky, Lexington, KY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Kentucky, Lexington, KY, USA","institution_ids":["https://openalex.org/I143302722"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.2962,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.91951782,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"692","last_page":"696"},"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/T11361","display_name":"Digital Radiography and Breast Imaging","score":0.9991000294685364,"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/T12994","display_name":"Infrared Thermography in Medicine","score":0.9954000115394592,"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/modality","display_name":"Modality (human\u2013computer interaction)","score":0.7812191247940063},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.7643285989761353},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7026528120040894},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.6671669483184814},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5818052887916565},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5322323441505432},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.4712432026863098},{"id":"https://openalex.org/keywords/digital-breast-tomosynthesis","display_name":"Digital Breast Tomosynthesis","score":0.44950732588768005},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.4464232921600342},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.4439057409763336},{"id":"https://openalex.org/keywords/clinical-practice","display_name":"Clinical Practice","score":0.4298892915248871},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"Computer-aided diagnosis","score":0.4267893135547638},{"id":"https://openalex.org/keywords/cancer-detection","display_name":"Cancer detection","score":0.42519286274909973},{"id":"https://openalex.org/keywords/digital-mammography","display_name":"Digital mammography","score":0.4181784689426422},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.39908117055892944},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.3941342234611511},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3923704922199249},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.11326184868812561}],"concepts":[{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.7812191247940063},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.7643285989761353},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7026528120040894},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.6671669483184814},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5818052887916565},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5322323441505432},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.4712432026863098},{"id":"https://openalex.org/C2909182381","wikidata":"https://www.wikidata.org/wiki/Q7820316","display_name":"Digital Breast Tomosynthesis","level":5,"score":0.44950732588768005},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.4464232921600342},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.4439057409763336},{"id":"https://openalex.org/C2779974597","wikidata":"https://www.wikidata.org/wiki/Q28448986","display_name":"Clinical Practice","level":2,"score":0.4298892915248871},{"id":"https://openalex.org/C2779549770","wikidata":"https://www.wikidata.org/wiki/Q1122413","display_name":"Computer-aided diagnosis","level":2,"score":0.4267893135547638},{"id":"https://openalex.org/C2985322473","wikidata":"https://www.wikidata.org/wiki/Q3044843","display_name":"Cancer detection","level":3,"score":0.42519286274909973},{"id":"https://openalex.org/C2781281974","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Digital mammography","level":5,"score":0.4181784689426422},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.39908117055892944},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3941342234611511},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3923704922199249},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.11326184868812561},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C512399662","wikidata":"https://www.wikidata.org/wiki/Q3505712","display_name":"Family medicine","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm47256.2019.8983048","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm47256.2019.8983048","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8199999928474426}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1686810756","https://openalex.org/W1926645898","https://openalex.org/W1940585053","https://openalex.org/W2015065216","https://openalex.org/W2108598243","https://openalex.org/W2110069732","https://openalex.org/W2133923351","https://openalex.org/W2149291062","https://openalex.org/W2163605009","https://openalex.org/W2165715280","https://openalex.org/W2176316098","https://openalex.org/W2193384753","https://openalex.org/W2194775991","https://openalex.org/W2279098554","https://openalex.org/W2462996230","https://openalex.org/W2581082771","https://openalex.org/W2606833507","https://openalex.org/W2613718673","https://openalex.org/W2618530766","https://openalex.org/W2751658105","https://openalex.org/W2885557368","https://openalex.org/W2885841583","https://openalex.org/W2889646458","https://openalex.org/W2899496165","https://openalex.org/W2899771611","https://openalex.org/W2911188335","https://openalex.org/W2945466303","https://openalex.org/W2962934715","https://openalex.org/W2963446712","https://openalex.org/W2963524571","https://openalex.org/W2964189045","https://openalex.org/W2990625787"],"related_works":["https://openalex.org/W2897347202","https://openalex.org/W2519676040","https://openalex.org/W3210005271","https://openalex.org/W2516705765","https://openalex.org/W2036173279","https://openalex.org/W2747392720","https://openalex.org/W4206928554","https://openalex.org/W4200112372","https://openalex.org/W4206727683","https://openalex.org/W1912656034"],"abstract_inverted_index":{"Breast":[0],"cancer":[1,12,45,84,107],"is":[2,121],"the":[3,8,31,98,103,114,125],"malignant":[4],"tumor":[5],"that":[6,37,97],"causes":[7],"highest":[9],"number":[10],"of":[11,34,105],"deaths":[13],"in":[14,40,55],"females.":[15],"Digital":[16],"mammograms":[17],"(DM":[18],"or":[19,27],"2D":[20,89],"mammogram)":[21,29],"and":[22,47,90],"digital":[23],"breast":[24,44,83,106],"tomosynthesis":[25],"(DBT":[26],"3D":[28,91],"are":[30,38,62],"two":[32],"types":[33],"mammography":[35],"imagery":[36],"used":[39],"clinical":[41,71],"practice":[42],"for":[43,82],"detection":[46],"diagnosis.":[48],"Radiologists":[49],"usually":[50],"read":[51],"both":[52,88],"imaging":[53,67,130],"modalities":[54],"combination;":[56],"however,":[57],"existing":[58],"computer-aided":[59],"diagnosis":[60],"tools":[61],"designed":[63],"using":[64,127],"only":[65,128],"one":[66,129],"modality.":[68,131],"Inspired":[69],"by":[70],"practice,":[72],"we":[73],"propose":[74],"an":[75],"innovative":[76],"convolutional":[77],"neural":[78],"network":[79],"(CNN)":[80],"architecture":[81],"classification,":[85],"which":[86,120],"uses":[87],"mammograms,":[92],"simultaneously.":[93],"Our":[94],"experiment":[95],"shows":[96],"proposed":[99,115],"method":[100],"significantly":[101],"improves":[102],"performance":[104],"classification.":[108],"By":[109],"assembling":[110],"three":[111],"CNN":[112],"classifiers,":[113],"model":[116],"achieves":[117],"0.97":[118],"AUC,":[119],"34.72%":[122],"higher":[123],"than":[124],"methods":[126]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":4}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
