{"id":"https://openalex.org/W4406260345","doi":"https://doi.org/10.1109/bibm62325.2024.10822000","title":"A Digital Mammograhpy and Digital Breast Tomosynthesis Combined Method for Breast Cancer Classification","display_name":"A Digital Mammograhpy and Digital Breast Tomosynthesis Combined Method for Breast Cancer Classification","publication_year":2024,"publication_date":"2024-12-03","ids":{"openalex":"https://openalex.org/W4406260345","doi":"https://doi.org/10.1109/bibm62325.2024.10822000"},"language":"en","primary_location":{"id":"doi:10.1109/bibm62325.2024.10822000","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm62325.2024.10822000","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 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/A5073744353","display_name":"Zhendong Wang","orcid":"https://orcid.org/0000-0002-8575-421X"},"institutions":[{"id":"https://openalex.org/I4210087641","display_name":"Beijing VDJBio (China)","ror":"https://ror.org/001gbdr73","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210087641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhendong Wang","raw_affiliation_strings":["Beijing Yizhun Medical AI Co., Ltd,R&D Department,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Yizhun Medical AI Co., Ltd,R&D Department,Beijing,China","institution_ids":["https://openalex.org/I4210087641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075722707","display_name":"Qiong Fu","orcid":"https://orcid.org/0000-0001-5873-6422"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I2801556517","display_name":"Ruijin Hospital","ror":"https://ror.org/01hv94n30","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801556517"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiuyi Fu","raw_affiliation_strings":["Shanghai Jiao Tong University School of Medicine,Ruijin Hospital,Department of Radiology,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University School of Medicine,Ruijin Hospital,Department of Radiology,Shanghai,China","institution_ids":["https://openalex.org/I183067930","https://openalex.org/I2801556517"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101048607","display_name":"Haowen Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I4210087641","display_name":"Beijing VDJBio (China)","ror":"https://ror.org/001gbdr73","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210087641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haowen Ma","raw_affiliation_strings":["Beijing Yizhun Medical AI Co., Ltd,R&D Department,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Yizhun Medical AI Co., Ltd,R&D Department,Beijing,China","institution_ids":["https://openalex.org/I4210087641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002544328","display_name":"Yueyi Yang","orcid":"https://orcid.org/0000-0001-5966-8169"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Yueyi Yang","raw_affiliation_strings":["University of Oulu,CMVS,Oulu,Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oulu,CMVS,Oulu,Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101673727","display_name":"Ziteng Wang","orcid":"https://orcid.org/0000-0002-5686-1972"},"institutions":[{"id":"https://openalex.org/I4210087641","display_name":"Beijing VDJBio (China)","ror":"https://ror.org/001gbdr73","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210087641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziteng Wang","raw_affiliation_strings":["Beijing Yizhun Medical AI Co., Ltd,R&D Department,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Yizhun Medical AI Co., Ltd,R&D Department,Beijing,China","institution_ids":["https://openalex.org/I4210087641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085984788","display_name":"Fuhua Yan","orcid":"https://orcid.org/0000-0002-5910-1506"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I2801556517","display_name":"Ruijin Hospital","ror":"https://ror.org/01hv94n30","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801556517"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fuhua Yan","raw_affiliation_strings":["Shanghai Jiao Tong University School of Medicine,Ruijin Hospital,Department of Radiology,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University School of Medicine,Ruijin Hospital,Department of Radiology,Shanghai,China","institution_ids":["https://openalex.org/I183067930","https://openalex.org/I2801556517"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112108902","display_name":"Weimin Chai","orcid":"https://orcid.org/0000-0002-8538-2698"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I2801556517","display_name":"Ruijin Hospital","ror":"https://ror.org/01hv94n30","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801556517"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weimin Chai","raw_affiliation_strings":["Shanghai Jiao Tong University School of Medicine,Ruijin Hospital,Department of Radiology,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University School of Medicine,Ruijin Hospital,Department of Radiology,Shanghai,China","institution_ids":["https://openalex.org/I183067930","https://openalex.org/I2801556517"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3805","last_page":"3810"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9941999912261963,"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":0.9941999912261963,"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":0.9829000234603882,"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":0.9779000282287598,"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/digital-breast-tomosynthesis","display_name":"Digital Breast Tomosynthesis","score":0.8215487003326416},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.7446608543395996},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5475108623504639},{"id":"https://openalex.org/keywords/digital-mammography","display_name":"Digital mammography","score":0.5366544127464294},{"id":"https://openalex.org/keywords/tomosynthesis","display_name":"Tomosynthesis","score":0.5185642838478088},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43777117133140564},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.3297075927257538},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.28932031989097595},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.2574026882648468},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.14186587929725647}],"concepts":[{"id":"https://openalex.org/C2909182381","wikidata":"https://www.wikidata.org/wiki/Q7820316","display_name":"Digital Breast Tomosynthesis","level":5,"score":0.8215487003326416},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.7446608543395996},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5475108623504639},{"id":"https://openalex.org/C2781281974","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Digital mammography","level":5,"score":0.5366544127464294},{"id":"https://openalex.org/C147454874","wikidata":"https://www.wikidata.org/wiki/Q7820316","display_name":"Tomosynthesis","level":5,"score":0.5185642838478088},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43777117133140564},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.3297075927257538},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.28932031989097595},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.2574026882648468},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.14186587929725647}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm62325.2024.10822000","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm62325.2024.10822000","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1561533017","https://openalex.org/W2015065216","https://openalex.org/W2086543716","https://openalex.org/W2108598243","https://openalex.org/W2127109751","https://openalex.org/W2173290111","https://openalex.org/W2194775991","https://openalex.org/W2434308487","https://openalex.org/W2462996230","https://openalex.org/W2478194709","https://openalex.org/W2752782242","https://openalex.org/W2962858109","https://openalex.org/W2963446712","https://openalex.org/W3004463834","https://openalex.org/W3004942370","https://openalex.org/W3015397771","https://openalex.org/W3096660711","https://openalex.org/W3118741877","https://openalex.org/W3138115293","https://openalex.org/W3138516171","https://openalex.org/W3208361557","https://openalex.org/W3211754036","https://openalex.org/W4293104891","https://openalex.org/W4295934990","https://openalex.org/W4307238092","https://openalex.org/W4312560592","https://openalex.org/W4376117660","https://openalex.org/W4385245566","https://openalex.org/W4393935425","https://openalex.org/W6784333009"],"related_works":["https://openalex.org/W2000845075","https://openalex.org/W2897347202","https://openalex.org/W2036173279","https://openalex.org/W4401888562","https://openalex.org/W2130017212","https://openalex.org/W2747392720","https://openalex.org/W4393757906","https://openalex.org/W2548228738","https://openalex.org/W2944306382","https://openalex.org/W4220866805"],"abstract_inverted_index":{"Digital":[0],"mammography":[1],"(DM)":[2],"and":[3,59,69,102,115,137,143,161],"digital":[4],"breast":[5,15,85,105],"tomosynthesis":[6],"(DBT)":[7],"are":[8,47,112],"two":[9],"effective":[10],"radiological":[11],"examinations":[12],"for":[13,84,104,141],"detecting":[14],"cancer.":[16],"DM":[17,68,92,101,142,160,192],"is":[18,54],"efficient":[19],"in":[20,25,50,135],"observing":[21],"calcifications":[22],"but":[23,109],"limited":[24],"showing":[26],"critical":[27],"details":[28],"of":[29,77,159,186],"certain":[30],"lesions":[31],"due":[32],"to":[33,71,99,130,155,168,189,207],"glandular":[34],"occlusion.":[35],"DBT":[36,53,70,103,126,136,144,162,196],"excels":[37],"at":[38],"visualizing":[39],"subtle":[40],"lesions,":[41],"such":[42],"as":[43],"architectural":[44],"distortions,":[45],"that":[46,176],"often":[48,113],"obscure":[49],"DM.":[51],"However,":[52],"hindered":[55],"by":[56],"imaging":[57],"noise":[58],"information":[60],"redundancy.":[61],"In":[62],"clinical":[63],"practice,":[64],"radiologists":[65],"typically":[66],"combine":[67,100],"provide":[72],"a":[73,124,151],"more":[74,169],"accurate":[75,170],"assessment":[76],"lesion":[78,133,165],"malignancy.":[79],"Most":[80],"existing":[81],"computer-aided":[82],"approaches":[83],"cancer":[86],"classification":[87],"rely":[88],"solely":[89],"on":[90],"either":[91],"or":[93,194],"DBT.":[94],"Some":[95],"recent":[96],"studies":[97],"attempt":[98],"level":[106],"malignancy":[107,146],"analysis,":[108],"these":[110,139],"methods":[111],"coarse":[114],"lack":[116],"interpretability.":[117],"To":[118],"address":[119],"this":[120],"issue,":[121],"we":[122,149],"propose":[123],"DM-guided":[125],"frame":[127],"selection":[128],"module":[129],"identify":[131],"informative":[132],"frames":[134,140],"utilized":[138],"combined":[145],"analysis.":[147],"Additionally,":[148],"implement":[150],"type-aware":[152],"attention":[153],"block":[154],"adjust":[156],"the":[157,202],"weights":[158],"features":[163],"within":[164],"type,":[166],"leading":[167],"pathology":[171],"predictions.":[172],"Experimental":[173],"results":[174],"demonstrated":[175],"our":[177],"proposed":[178],"method":[179],"achieved":[180],"superior":[181],"performance":[182],"with":[183],"an":[184],"AUC":[185],"0.911":[187],"compared":[188],"utilizing":[190],"only":[191,195],"(0.845)":[193],"(0.822).":[197],"We":[198],"have":[199],"also":[200],"made":[201],"MammoLesion":[203],"dataset":[204],"publicly":[205],"accessible":[206],"support":[208],"further":[209],"research.":[210],"https://github.com/DM-DBT-Combined-Method-For-Breast-Cancer-Classification":[211]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}