{"id":"https://openalex.org/W4403929914","doi":"https://doi.org/10.1016/j.compbiomed.2024.109274","title":"On efficient expanding training datasets of breast tumor ultrasound segmentation model","display_name":"On efficient expanding training datasets of breast tumor ultrasound segmentation model","publication_year":2024,"publication_date":"2024-10-31","ids":{"openalex":"https://openalex.org/W4403929914","doi":"https://doi.org/10.1016/j.compbiomed.2024.109274","pmid":"https://pubmed.ncbi.nlm.nih.gov/39471661"},"language":"en","primary_location":{"id":"doi:10.1016/j.compbiomed.2024.109274","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compbiomed.2024.109274","pdf_url":null,"source":{"id":"https://openalex.org/S44278595","display_name":"Computers in Biology and Medicine","issn_l":"0010-4825","issn":["0010-4825","1879-0534"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers in Biology and Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5033393620","display_name":"Caicai Zhang","orcid":"https://orcid.org/0000-0002-7687-0518"},"institutions":[{"id":"https://openalex.org/I4210132079","display_name":"Hangzhou Wanxiang Polytechnic","ror":"https://ror.org/03sxnxp24","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210132079"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Caicai Zhang","raw_affiliation_strings":["School of Modern Information Technology, Zhejiang Polytechnic University of Mechanical and Electrical Engineering, 528 Binwen Road, Binjiang District, Hangzhou, 310053, Zhejiang, China. Electronic address: zhangcaicai@zime.edu.cn"],"affiliations":[{"raw_affiliation_string":"School of Modern Information Technology, Zhejiang Polytechnic University of Mechanical and Electrical Engineering, 528 Binwen Road, Binjiang District, Hangzhou, 310053, Zhejiang, China. Electronic address: zhangcaicai@zime.edu.cn","institution_ids":["https://openalex.org/I4210132079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101751494","display_name":"Mei Mei","orcid":"https://orcid.org/0000-0001-7126-3746"},"institutions":[{"id":"https://openalex.org/I4210158318","display_name":"Second Affiliated Hospital of Zhejiang University","ror":"https://ror.org/059cjpv64","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210158318"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mei Mei","raw_affiliation_strings":["Department of Ultrasound, The Second Affiliated Hospital, Zhejiang University School of Medicine, 88 Jiefang Road, Shangcheng District, Hangzhou 310009, Zhejiang, China. Electronic address: meimeizjdx@zju.edu.cn"],"affiliations":[{"raw_affiliation_string":"Department of Ultrasound, The Second Affiliated Hospital, Zhejiang University School of Medicine, 88 Jiefang Road, Shangcheng District, Hangzhou 310009, Zhejiang, China. Electronic address: meimeizjdx@zju.edu.cn","institution_ids":["https://openalex.org/I4210158318"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064810846","display_name":"Zhuolin Mei","orcid":"https://orcid.org/0000-0002-8941-0844"},"institutions":[{"id":"https://openalex.org/I134626604","display_name":"Jiujiang University","ror":"https://ror.org/0066vpg85","country_code":"CN","type":"education","lineage":["https://openalex.org/I134626604"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuolin Mei","raw_affiliation_strings":["School of Computer and Big Data Science, Jiujiang University, 551 Qianjin East Road, Jiujiang 332005, Jiangxi, China. Electronic address: 6120153@jju.edu.cn"],"affiliations":[{"raw_affiliation_string":"School of Computer and Big Data Science, Jiujiang University, 551 Qianjin East Road, Jiujiang 332005, Jiangxi, China. Electronic address: 6120153@jju.edu.cn","institution_ids":["https://openalex.org/I134626604"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043114890","display_name":"Bin Wu","orcid":"https://orcid.org/0000-0001-5787-9536"},"institutions":[{"id":"https://openalex.org/I134626604","display_name":"Jiujiang University","ror":"https://ror.org/0066vpg85","country_code":"CN","type":"education","lineage":["https://openalex.org/I134626604"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Wu","raw_affiliation_strings":["School of Computer and Big Data Science, Jiujiang University, 551 Qianjin East Road, Jiujiang 332005, Jiangxi, China. Electronic address: 6120151@jju.edu.cn"],"affiliations":[{"raw_affiliation_string":"School of Computer and Big Data Science, Jiujiang University, 551 Qianjin East Road, Jiujiang 332005, Jiangxi, China. Electronic address: 6120151@jju.edu.cn","institution_ids":["https://openalex.org/I134626604"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101872778","display_name":"Shasha Chen","orcid":"https://orcid.org/0000-0002-6067-3966"},"institutions":[{"id":"https://openalex.org/I4210132079","display_name":"Hangzhou Wanxiang Polytechnic","ror":"https://ror.org/03sxnxp24","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210132079"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shasha Chen","raw_affiliation_strings":["School of Modern Information Technology, Zhejiang Polytechnic University of Mechanical and Electrical Engineering, 528 Binwen Road, Binjiang District, Hangzhou, 310053, Zhejiang, China. Electronic address: chenshasha1@zime.edu.cn"],"affiliations":[{"raw_affiliation_string":"School of Modern Information Technology, Zhejiang Polytechnic University of Mechanical and Electrical Engineering, 528 Binwen Road, Binjiang District, Hangzhou, 310053, Zhejiang, China. Electronic address: chenshasha1@zime.edu.cn","institution_ids":["https://openalex.org/I4210132079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044748827","display_name":"Minfeng L\u00fc","orcid":"https://orcid.org/0000-0003-2576-3840"},"institutions":[{"id":"https://openalex.org/I4210132079","display_name":"Hangzhou Wanxiang Polytechnic","ror":"https://ror.org/03sxnxp24","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210132079"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minfeng Lu","raw_affiliation_strings":["School of Modern Information Technology, Zhejiang Polytechnic University of Mechanical and Electrical Engineering, 528 Binwen Road, Binjiang District, Hangzhou, 310053, Zhejiang, China. Electronic address: luminfeng@zime.edu.cn"],"affiliations":[{"raw_affiliation_string":"School of Modern Information Technology, Zhejiang Polytechnic University of Mechanical and Electrical Engineering, 528 Binwen Road, Binjiang District, Hangzhou, 310053, Zhejiang, China. Electronic address: luminfeng@zime.edu.cn","institution_ids":["https://openalex.org/I4210132079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038759763","display_name":"Chenglang Lu","orcid":"https://orcid.org/0000-0002-8729-4827"},"institutions":[{"id":"https://openalex.org/I4210162807","display_name":"Zhejiang Modern Architectural Design & Research Institute","ror":"https://ror.org/0554tsp75","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210162807"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chenglang Lu","raw_affiliation_strings":["School of Modern Information Technology, Zhejiang Polytechnic University of Mechanical and Electrical Engineering, 528 Binwen Road, Binjiang District, Hangzhou, 310053, Zhejiang, China. Electronic address: luchenglang@zime.edu.cn"],"affiliations":[{"raw_affiliation_string":"School of Modern Information Technology, Zhejiang Polytechnic University of Mechanical and Electrical Engineering, 528 Binwen Road, Binjiang District, Hangzhou, 310053, Zhejiang, China. Electronic address: luchenglang@zime.edu.cn","institution_ids":["https://openalex.org/I4210162807"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5038759763"],"corresponding_institution_ids":["https://openalex.org/I4210162807"],"apc_list":{"value":2610,"currency":"USD","value_usd":2610},"apc_paid":null,"fwci":0.3595,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.68437621,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"183","issue":null,"first_page":"109274","last_page":"109274"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9983999729156494,"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":0.9983999729156494,"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":0.9955000281333923,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9702000021934509,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/computer-science","display_name":"Computer science","score":0.673363447189331},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.6245652437210083},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5904077291488647},{"id":"https://openalex.org/keywords/breast-tumor","display_name":"Breast tumor","score":0.58021080493927},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5405487418174744},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.5192775726318359},{"id":"https://openalex.org/keywords/breast-ultrasound","display_name":"Breast ultrasound","score":0.49685433506965637},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.44458502531051636},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.40468481183052063},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3768410086631775},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.340908944606781},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.28172314167022705},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.22556236386299133},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.20148113369941711},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.15924346446990967},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.11166033148765564},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07573655247688293}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.673363447189331},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.6245652437210083},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5904077291488647},{"id":"https://openalex.org/C2986637895","wikidata":"https://www.wikidata.org/wiki/Q953865","display_name":"Breast tumor","level":4,"score":0.58021080493927},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5405487418174744},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.5192775726318359},{"id":"https://openalex.org/C2777423100","wikidata":"https://www.wikidata.org/wiki/Q1888238","display_name":"Breast ultrasound","level":5,"score":0.49685433506965637},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.44458502531051636},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.40468481183052063},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3768410086631775},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.340908944606781},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.28172314167022705},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22556236386299133},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.20148113369941711},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.15924346446990967},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.11166033148765564},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07573655247688293},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"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":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016217","descriptor_name":"Ultrasonography, Mammary","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016217","descriptor_name":"Ultrasonography, Mammary","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016217","descriptor_name":"Ultrasonography, Mammary","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.compbiomed.2024.109274","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compbiomed.2024.109274","pdf_url":null,"source":{"id":"https://openalex.org/S44278595","display_name":"Computers in Biology and Medicine","issn_l":"0010-4825","issn":["0010-4825","1879-0534"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers in Biology and Medicine","raw_type":"journal-article"},{"id":"pmid:39471661","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39471661","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":"Computers in biology and medicine","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W1603934303","https://openalex.org/W2170552969","https://openalex.org/W2499316477","https://openalex.org/W2765288370","https://openalex.org/W2913559493","https://openalex.org/W2928133111","https://openalex.org/W2991372685","https://openalex.org/W2996290406","https://openalex.org/W3007156934","https://openalex.org/W3044261867","https://openalex.org/W3126474728","https://openalex.org/W3185256838","https://openalex.org/W3207166205","https://openalex.org/W3208911067","https://openalex.org/W3210194974","https://openalex.org/W3212672269","https://openalex.org/W4210373591","https://openalex.org/W4213221744","https://openalex.org/W4220739733","https://openalex.org/W4244955044","https://openalex.org/W4254739300","https://openalex.org/W4255556797","https://openalex.org/W4283123598","https://openalex.org/W4287448984","https://openalex.org/W4295747938","https://openalex.org/W4307911704","https://openalex.org/W4311027680","https://openalex.org/W4312661927","https://openalex.org/W4366748111","https://openalex.org/W4367837177","https://openalex.org/W4376524021","https://openalex.org/W4385454255","https://openalex.org/W4386367858","https://openalex.org/W4386507838","https://openalex.org/W4387053545","https://openalex.org/W4387843215","https://openalex.org/W4388565830","https://openalex.org/W4389009446","https://openalex.org/W4391109864","https://openalex.org/W4392203599","https://openalex.org/W4401750906","https://openalex.org/W4403619571","https://openalex.org/W6639824700","https://openalex.org/W6776492765","https://openalex.org/W6777919922","https://openalex.org/W6791241316","https://openalex.org/W6801084641","https://openalex.org/W6803368823","https://openalex.org/W6804552856","https://openalex.org/W6808141333","https://openalex.org/W6810331367","https://openalex.org/W6810358484","https://openalex.org/W6810938606","https://openalex.org/W6811166794","https://openalex.org/W6838895943","https://openalex.org/W6845737132","https://openalex.org/W6851193341","https://openalex.org/W6851578965","https://openalex.org/W6854106227","https://openalex.org/W6855723728","https://openalex.org/W6860927963"],"related_works":["https://openalex.org/W3108039862","https://openalex.org/W3021454079","https://openalex.org/W2618954822","https://openalex.org/W4393378497","https://openalex.org/W1990605602","https://openalex.org/W31474833","https://openalex.org/W2348815573","https://openalex.org/W4283075545","https://openalex.org/W3041447375","https://openalex.org/W3162601078"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-01-19T04:01:09.351973","created_date":"2025-10-10T00:00:00"}
