{"id":"https://openalex.org/W4388721064","doi":"https://doi.org/10.1109/iecon51785.2023.10312048","title":"A Breast Mass Image Segmentation Method Based on Improved UNet 3+ Network","display_name":"A Breast Mass Image Segmentation Method Based on Improved UNet 3+ Network","publication_year":2023,"publication_date":"2023-10-16","ids":{"openalex":"https://openalex.org/W4388721064","doi":"https://doi.org/10.1109/iecon51785.2023.10312048"},"language":"en","primary_location":{"id":"doi:10.1109/iecon51785.2023.10312048","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iecon51785.2023.10312048","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society","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/A5009384804","display_name":"Shangzhu Jin","orcid":"https://orcid.org/0000-0002-6486-4225"},"institutions":[{"id":"https://openalex.org/I168337820","display_name":"Chongqing University of Science and Technology","ror":"https://ror.org/03n3v6d52","country_code":"CN","type":"education","lineage":["https://openalex.org/I168337820"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shangzhu Jin","raw_affiliation_strings":["College of Intelligent Technology and Engineering, Chongqing University of Science and Technology,Chongqing,China,401331","Informatization Office, Chongqing University of Science and Technology, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"College of Intelligent Technology and Engineering, Chongqing University of Science and Technology,Chongqing,China,401331","institution_ids":["https://openalex.org/I168337820"]},{"raw_affiliation_string":"Informatization Office, Chongqing University of Science and Technology, Chongqing, China","institution_ids":["https://openalex.org/I168337820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009793932","display_name":"Haojun Dai","orcid":"https://orcid.org/0009-0000-6657-0450"},"institutions":[{"id":"https://openalex.org/I168337820","display_name":"Chongqing University of Science and Technology","ror":"https://ror.org/03n3v6d52","country_code":"CN","type":"education","lineage":["https://openalex.org/I168337820"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haojun Dai","raw_affiliation_strings":["College of Intelligent Technology and Engineering, Chongqing University of Science and Technology,Chongqing,China,401331"],"affiliations":[{"raw_affiliation_string":"College of Intelligent Technology and Engineering, Chongqing University of Science and Technology,Chongqing,China,401331","institution_ids":["https://openalex.org/I168337820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081340968","display_name":"Jun Peng","orcid":"https://orcid.org/0000-0001-6800-0064"},"institutions":[{"id":"https://openalex.org/I168337820","display_name":"Chongqing University of Science and Technology","ror":"https://ror.org/03n3v6d52","country_code":"CN","type":"education","lineage":["https://openalex.org/I168337820"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Peng","raw_affiliation_strings":["College of Intelligent Technology and Engineering, Chongqing University of Science and Technology,Chongqing,China,401331","College of Mathematics, Physics and Data Science, Chongqing University of Science and Technology, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"College of Intelligent Technology and Engineering, Chongqing University of Science and Technology,Chongqing,China,401331","institution_ids":["https://openalex.org/I168337820"]},{"raw_affiliation_string":"College of Mathematics, Physics and Data Science, Chongqing University of Science and Technology, Chongqing, China","institution_ids":["https://openalex.org/I168337820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020569720","display_name":"Yuanmin He","orcid":null},"institutions":[{"id":"https://openalex.org/I168337820","display_name":"Chongqing University of Science and Technology","ror":"https://ror.org/03n3v6d52","country_code":"CN","type":"education","lineage":["https://openalex.org/I168337820"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanmin He","raw_affiliation_strings":["College of Intelligent Technology and Engineering, Chongqing University of Science and Technology,Chongqing,China,401331"],"affiliations":[{"raw_affiliation_string":"College of Intelligent Technology and Engineering, Chongqing University of Science and Technology,Chongqing,China,401331","institution_ids":["https://openalex.org/I168337820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100643923","display_name":"Min Zhu","orcid":"https://orcid.org/0000-0002-5265-2006"},"institutions":[{"id":"https://openalex.org/I168337820","display_name":"Chongqing University of Science and Technology","ror":"https://ror.org/03n3v6d52","country_code":"CN","type":"education","lineage":["https://openalex.org/I168337820"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Zhu","raw_affiliation_strings":["College of Intelligent Technology and Engineering, Chongqing University of Science and Technology,Chongqing,China,401331"],"affiliations":[{"raw_affiliation_string":"College of Intelligent Technology and Engineering, Chongqing University of Science and Technology,Chongqing,China,401331","institution_ids":["https://openalex.org/I168337820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100446386","display_name":"Wu Xiao","orcid":"https://orcid.org/0000-0002-2793-5602"},"institutions":[{"id":"https://openalex.org/I168337820","display_name":"Chongqing University of Science and Technology","ror":"https://ror.org/03n3v6d52","country_code":"CN","type":"education","lineage":["https://openalex.org/I168337820"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Wu","raw_affiliation_strings":["College of Intelligent Technology and Engineering, Chongqing University of Science and Technology,Chongqing,China,401331"],"affiliations":[{"raw_affiliation_string":"College of Intelligent Technology and Engineering, Chongqing University of Science and Technology,Chongqing,China,401331","institution_ids":["https://openalex.org/I168337820"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049120636","display_name":"Fei Peng","orcid":"https://orcid.org/0000-0001-8053-4587"},"institutions":[{"id":"https://openalex.org/I168337820","display_name":"Chongqing University of Science and Technology","ror":"https://ror.org/03n3v6d52","country_code":"CN","type":"education","lineage":["https://openalex.org/I168337820"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Peng","raw_affiliation_strings":["College of Intelligent Technology and Engineering, Chongqing University of Science and Technology,Chongqing,China,401331"],"affiliations":[{"raw_affiliation_string":"College of Intelligent Technology and Engineering, Chongqing University of Science and Technology,Chongqing,China,401331","institution_ids":["https://openalex.org/I168337820"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5009384804"],"corresponding_institution_ids":["https://openalex.org/I168337820"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14843423,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"49","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9988999962806702,"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/T12994","display_name":"Infrared Thermography in Medicine","score":0.9915000200271606,"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/segmentation","display_name":"Segmentation","score":0.8029756546020508},{"id":"https://openalex.org/keywords/dice","display_name":"Dice","score":0.7674293518066406},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7299131155014038},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6806394457817078},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.6132503151893616},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5219128131866455},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5014626979827881},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5010790824890137},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.49268561601638794},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4926648736000061},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.4144599735736847},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20789799094200134},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09735241532325745},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.06379055976867676}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.8029756546020508},{"id":"https://openalex.org/C22029948","wikidata":"https://www.wikidata.org/wiki/Q45089","display_name":"Dice","level":2,"score":0.7674293518066406},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7299131155014038},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6806394457817078},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6132503151893616},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5219128131866455},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5014626979827881},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5010790824890137},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.49268561601638794},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4926648736000061},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.4144599735736847},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20789799094200134},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09735241532325745},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.06379055976867676},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iecon51785.2023.10312048","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iecon51785.2023.10312048","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3310917913","display_name":null,"funder_award_id":"cstc2019jcyjmsxmX0355","funder_id":"https://openalex.org/F4320323172","funder_display_name":"Natural Science Foundation of Chongqing"}],"funders":[{"id":"https://openalex.org/F4320323172","display_name":"Natural Science Foundation of Chongqing","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W304373761","https://openalex.org/W2042848874","https://openalex.org/W2551231322","https://openalex.org/W2776559369","https://openalex.org/W2776937175","https://openalex.org/W2803731371","https://openalex.org/W2884436604","https://openalex.org/W2944539652","https://openalex.org/W3015788359","https://openalex.org/W3037414627","https://openalex.org/W3044605555","https://openalex.org/W3127426043","https://openalex.org/W3128646645","https://openalex.org/W3161984587","https://openalex.org/W3172317317","https://openalex.org/W3189999308","https://openalex.org/W3199929068","https://openalex.org/W4229439898","https://openalex.org/W4285601297","https://openalex.org/W4294189863","https://openalex.org/W4294876575","https://openalex.org/W4313569279","https://openalex.org/W6798591398"],"related_works":["https://openalex.org/W2185902295","https://openalex.org/W2103507220","https://openalex.org/W3144569342","https://openalex.org/W2945274617","https://openalex.org/W4313052709","https://openalex.org/W4205800335","https://openalex.org/W2055202857","https://openalex.org/W2022929107","https://openalex.org/W80586315","https://openalex.org/W2758994127"],"abstract_inverted_index":{"In":[0,88],"order":[1],"to":[2,19,72,75,97,102],"solve":[3],"the":[4,60,63,73,98,104,118,126,134,146,155],"problems":[5],"of":[6,15,42,83,106,129],"low":[7],"signal-to-noise":[8],"ratio,":[9],"uncertain":[10],"position,":[11],"and":[12,18,53,56,86,94,131,136,142,149],"blurred":[13],"edges":[14],"mammography":[16,111],"images,":[17],"achieve":[20],"full-view":[21],"breast":[22,26,156],"mass":[23,27,157],"segmentation,":[24],"a":[25,151],"segmentation":[28,47,122,158],"network":[29,38,74],"based":[30],"on":[31,133],"improved":[32,119,140],"UNet":[33,120],"3+":[34,121],"is":[35,70,163],"proposed.":[36],"The":[37,113,160],"provides":[39],"prior":[40],"knowledge":[41],"edge":[43],"information":[44,79],"for":[45,80],"model":[46,123],"by":[48],"adding":[49],"an":[50],"edge-aware":[51],"module":[52],"utilizing":[54],"shallow":[55],"deep":[57],"features":[58],"in":[59,110,154],"network.":[61],"At":[62],"same":[64],"time,":[65],"Hybrid":[66],"loss":[67,93,96,100],"function":[68,101],"(HAM)":[69],"added":[71],"obtain":[76],"rich":[77],"multi-scale":[78],"handling":[81],"lumps":[82],"different":[84],"sizes":[85],"shapes.":[87],"addition,":[89],"we":[90],"add":[91],"Dice":[92,127],"bce":[95],"hybrid":[99],"address":[103],"problem":[105],"pixel":[107],"class":[108],"imbalance":[109],"images.":[112],"experimental":[114],"results":[115],"show":[116],"that":[117],"has":[124,139,150],"reached":[125],"scores":[128],"85.89%":[130],"82.55%":[132],"CBIS-DDSM":[135],"INbreast":[137],"datasets,":[138],"aa":[141],"bb":[143],"compared":[144],"with":[145],"previous":[147],"ones,":[148],"higher":[152],"performance":[153],"task.":[159],"accuracy":[161],"rate":[162],"better":[164],"than":[165],"other":[166],"classical":[167],"models.":[168]},"counts_by_year":[],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
