{"id":"https://openalex.org/W4406259872","doi":"https://doi.org/10.1109/bibm62325.2024.10821972","title":"RPF-ELD: Regional Prior Fusion using Early and Late Distillation for Breast Cancer Recognition in Ultrasound Images","display_name":"RPF-ELD: Regional Prior Fusion using Early and Late Distillation for Breast Cancer Recognition in Ultrasound Images","publication_year":2024,"publication_date":"2024-12-03","ids":{"openalex":"https://openalex.org/W4406259872","doi":"https://doi.org/10.1109/bibm62325.2024.10821972"},"language":"en","primary_location":{"id":"doi:10.1109/bibm62325.2024.10821972","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm62325.2024.10821972","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":"article","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/A5101997001","display_name":"Haosen Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haosen Wang","raw_affiliation_strings":["Beijing Jiaotong University,School of Computer Science and Information Technology,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Beijing Jiaotong University,School of Computer Science and Information Technology,Beijing,China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Gengyuan Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gengyuan Zhang","raw_affiliation_strings":["Sun Yat-Sen University,School of Computer Science and Engineering,Guangzhou,China"],"affiliations":[{"raw_affiliation_string":"Sun Yat-Sen University,School of Computer Science and Engineering,Guangzhou,China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101304618","display_name":"Yingnan Zhao","orcid":"https://orcid.org/0009-0002-5037-8813"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingnan Zhao","raw_affiliation_strings":["Harbin Engineering University,School of Computer Science and Technology,Harbin,China"],"affiliations":[{"raw_affiliation_string":"Harbin Engineering University,School of Computer Science and Technology,Harbin,China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102379821","display_name":"Fang Lai","orcid":null},"institutions":[{"id":"https://openalex.org/I131651094","display_name":"University of Denver","ror":"https://ror.org/04w7skc03","country_code":"US","type":"education","lineage":["https://openalex.org/I131651094"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fang Lai","raw_affiliation_strings":["University of Denver,Department of Computer Science,Denver,USA"],"affiliations":[{"raw_affiliation_string":"University of Denver,Department of Computer Science,Denver,USA","institution_ids":["https://openalex.org/I131651094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082003361","display_name":"Wenwei Cui","orcid":"https://orcid.org/0009-0002-1141-3604"},"institutions":[{"id":"https://openalex.org/I52099693","display_name":"University of York","ror":"https://ror.org/04m01e293","country_code":"GB","type":"education","lineage":["https://openalex.org/I52099693"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Wenwei Cui","raw_affiliation_strings":["University of York,Wentworth College,York,UK"],"affiliations":[{"raw_affiliation_string":"University of York,Wentworth College,York,UK","institution_ids":["https://openalex.org/I52099693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075173404","display_name":"Jiexiao Xue","orcid":null},"institutions":[{"id":"https://openalex.org/I4210161462","display_name":"Heilongjiang Institute of Technology","ror":"https://ror.org/05x0m9n95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210161462"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiexiao Xue","raw_affiliation_strings":["Institute of Heilongjiang,The Second Surveying and Mapping,Harbin,China"],"affiliations":[{"raw_affiliation_string":"Institute of Heilongjiang,The Second Surveying and Mapping,Harbin,China","institution_ids":["https://openalex.org/I4210161462"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004281723","display_name":"Qihang Wang","orcid":"https://orcid.org/0009-0001-5219-8464"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qihang Wang","raw_affiliation_strings":["Southeast University,School of Information Science and Engineering,Nanjing,China"],"affiliations":[{"raw_affiliation_string":"Southeast University,School of Information Science and Engineering,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100396780","display_name":"Hao Zhang","orcid":"https://orcid.org/0000-0001-5544-5347"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Zhang","raw_affiliation_strings":["Harbin Institute of Technology,Faculty of Computing,Harbin,China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,Faculty of Computing,Harbin,China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018912067","display_name":"Yi Lin","orcid":"https://orcid.org/0000-0002-1517-0729"},"institutions":[{"id":"https://openalex.org/I156144747","display_name":"Harbin Medical University","ror":"https://ror.org/05jscf583","country_code":"CN","type":"education","lineage":["https://openalex.org/I156144747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Lin","raw_affiliation_strings":["Harbin Medical University,School of Interdisciplinary Medicine and Engineering,Harbin,China"],"affiliations":[{"raw_affiliation_string":"Harbin Medical University,School of Interdisciplinary Medicine and Engineering,Harbin,China","institution_ids":["https://openalex.org/I156144747"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5101997001"],"corresponding_institution_ids":["https://openalex.org/I21193070"],"apc_list":null,"apc_paid":null,"fwci":1.6845,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.87396722,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"2605","last_page":"2612"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9656000137329102,"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":0.9656000137329102,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9642999768257141,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12994","display_name":"Infrared Thermography in Medicine","score":0.9621000289916992,"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/breast-cancer","display_name":"Breast cancer","score":0.5955196619033813},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5480563044548035},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.49121302366256714},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4778268337249756},{"id":"https://openalex.org/keywords/distillation","display_name":"Distillation","score":0.45501911640167236},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.4535953402519226},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4073297381401062},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3641625642776489},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.3263265788555145},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.2249419093132019},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1536807119846344},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.09892743825912476},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.09530249238014221},{"id":"https://openalex.org/keywords/chromatography","display_name":"Chromatography","score":0.06683477759361267}],"concepts":[{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.5955196619033813},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5480563044548035},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.49121302366256714},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4778268337249756},{"id":"https://openalex.org/C204030448","wikidata":"https://www.wikidata.org/wiki/Q101017","display_name":"Distillation","level":2,"score":0.45501911640167236},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.4535953402519226},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4073297381401062},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3641625642776489},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.3263265788555145},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.2249419093132019},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1536807119846344},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.09892743825912476},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.09530249238014221},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.06683477759361267},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm62325.2024.10821972","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm62325.2024.10821972","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W143777267","https://openalex.org/W1989924788","https://openalex.org/W2017439667","https://openalex.org/W2153062028","https://openalex.org/W2194775991","https://openalex.org/W2217324596","https://openalex.org/W2345770580","https://openalex.org/W2744692634","https://openalex.org/W2887563333","https://openalex.org/W2895926103","https://openalex.org/W2900898778","https://openalex.org/W2991372685","https://openalex.org/W3002592716","https://openalex.org/W3014017444","https://openalex.org/W3032638707","https://openalex.org/W3091883770","https://openalex.org/W3109647545","https://openalex.org/W3121523901","https://openalex.org/W3128646645","https://openalex.org/W3132400453","https://openalex.org/W3138516171","https://openalex.org/W3161491075","https://openalex.org/W3168837030","https://openalex.org/W4310595042","https://openalex.org/W4312517597","https://openalex.org/W4312847199","https://openalex.org/W4315630813","https://openalex.org/W4321004291","https://openalex.org/W4390992134","https://openalex.org/W4391774458","https://openalex.org/W4391994048","https://openalex.org/W6637373629","https://openalex.org/W6762718338"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2351153092","https://openalex.org/W3026162553","https://openalex.org/W4405112912","https://openalex.org/W2375584271","https://openalex.org/W1997105855","https://openalex.org/W4301030387","https://openalex.org/W2344382886","https://openalex.org/W2414286769","https://openalex.org/W2013223288"],"abstract_inverted_index":{"Breast":[0],"cancer":[1,46,63,107,176],"is":[2,17,125,144],"one":[3],"of":[4,12,24,39,44,57,73,101,117,174],"the":[5,10,55,98,102,115,118,128,135,147,151,163,168,172,182,196,204],"main":[6],"factors":[7],"responsible":[8],"for":[9,21,105],"deaths":[11],"women":[13],"worldwide.":[14],"Ultrasound":[15],"imaging":[16],"a":[18,84,121,141],"key":[19],"method":[20],"early":[22,156],"detection":[23],"breast":[25,45,62,106,175],"cancer,":[26],"which":[27],"can":[28],"help":[29],"patients":[30],"gain":[31],"valuable":[32],"treatment":[33],"time":[34],"and":[35,71,92,157],"improve":[36],"their":[37],"chances":[38],"survival.":[40],"The":[41],"computer-aided":[42],"system":[43],"recognition":[47,64,108],"has":[48],"started":[49],"to":[50,54,113,160,194],"receive":[51],"attention":[52],"due":[53],"lack":[56],"experienced":[58],"sonographers.":[59],"Presently,":[60],"most":[61],"methods":[65],"typically":[66],"suffer":[67],"from":[68,177,184],"uncertain":[69],"locations":[70],"proportions":[72],"tumor":[74,119],"regions":[75],"in":[76,109],"ultrasound":[77,110,132,179],"images.":[78,111],"In":[79],"this":[80],"paper,":[81],"we":[82],"propose":[83],"novel":[85],"Regional":[86],"Prior":[87],"Fusion":[88],"framework":[89],"using":[90,131,155,181],"Early":[91],"Late":[93],"Distillation":[94],"(RPF-ELD),":[95],"inspired":[96],"by":[97],"knowledge":[99],"distillation":[100,154],"teacher-student":[103],"framework,":[104],"Firstly,":[112],"enhance":[114],"concentration":[116],"regions,":[120],"high-performing":[122],"prior-fused":[123,152],"model":[124,130,143,149,153,170],"trained":[126,145],"as":[127,146],"teacher":[129],"images":[133,180],"with":[134],"corresponding":[136],"regional":[137,164],"prior":[138,165,186],"information.":[139],"Next,":[140],"diagnostic":[142,169],"student":[148],"under":[150],"late":[158],"features":[159],"implicitly":[161],"obtain":[162],"knowledge.":[166,187],"Finally,":[167],"recognizes":[171],"categories":[173],"only":[178],"experience":[183],"distilled":[185],"Two":[188],"publicly":[189],"released":[190],"datasets":[191],"are":[192],"used":[193],"evaluate":[195],"proposed":[197,205],"RPF-ELD":[198,206],"framework.":[199],"Experimental":[200],"results":[201],"demonstrate":[202],"that":[203],"surpasses":[207],"current":[208],"state-of-the-art":[209],"methods.":[210]},"counts_by_year":[{"year":2025,"cited_by_count":5}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
