{"id":"https://openalex.org/W4414083727","doi":"https://doi.org/10.1109/tmi.2025.3607877","title":"Lesion Asymmetry Screening Assisted Global Awareness Multi-View Network for Mammogram Classification","display_name":"Lesion Asymmetry Screening Assisted Global Awareness Multi-View Network for Mammogram Classification","publication_year":2025,"publication_date":"2025-09-09","ids":{"openalex":"https://openalex.org/W4414083727","doi":"https://doi.org/10.1109/tmi.2025.3607877","pmid":"https://pubmed.ncbi.nlm.nih.gov/40924534"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2025.3607877","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2025.3607877","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","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/A5086322206","display_name":"Xinchuan Liu","orcid":"https://orcid.org/0000-0003-4720-9365"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xinchuan Liu","raw_affiliation_strings":["College of Control Science and Engineering, China University of Petroleum (East China), Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Control Science and Engineering, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050850561","display_name":"Luhao Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100830","display_name":"Shandong Tumor Hospital","ror":"https://ror.org/01413r497","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210100830"]},{"id":"https://openalex.org/I4210163399","display_name":"Shandong First Medical University","ror":"https://ror.org/05jb9pq57","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163399"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Luhao Sun","raw_affiliation_strings":["Breast Cancer Center, Shandong Cancer Hospital and Institute, Shandong First Medical University (Shandong Academy of Medical Sciences), Jinan, China","Shandong Cancer Hospital and Institute, Breast Cancer Center, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Breast Cancer Center, Shandong Cancer Hospital and Institute, Shandong First Medical University (Shandong Academy of Medical Sciences), Jinan, China","institution_ids":["https://openalex.org/I4210163399"]},{"raw_affiliation_string":"Shandong Cancer Hospital and Institute, Breast Cancer Center, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China","institution_ids":["https://openalex.org/I4210163399","https://openalex.org/I4210100830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100323145","display_name":"Chao Li","orcid":"https://orcid.org/0000-0002-1249-6344"},"institutions":[{"id":"https://openalex.org/I4210100830","display_name":"Shandong Tumor Hospital","ror":"https://ror.org/01413r497","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210100830"]},{"id":"https://openalex.org/I4210163399","display_name":"Shandong First Medical University","ror":"https://ror.org/05jb9pq57","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163399"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Li","raw_affiliation_strings":["Breast Cancer Center, Shandong Cancer Hospital and Institute, Shandong First Medical University (Shandong Academy of Medical Sciences), Jinan, China","Shandong Cancer Hospital and Institute, Breast Cancer Center, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Breast Cancer Center, Shandong Cancer Hospital and Institute, Shandong First Medical University (Shandong Academy of Medical Sciences), Jinan, China","institution_ids":["https://openalex.org/I4210163399"]},{"raw_affiliation_string":"Shandong Cancer Hospital and Institute, Breast Cancer Center, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China","institution_ids":["https://openalex.org/I4210163399","https://openalex.org/I4210100830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101337361","display_name":"Bowen Han","orcid":"https://orcid.org/0009-0003-4602-8420"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bowen Han","raw_affiliation_strings":["School of Software Engineering, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Software Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006860118","display_name":"Wenzong Jiang","orcid":"https://orcid.org/0000-0002-0062-5276"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenzong Jiang","raw_affiliation_strings":["College of Control Science and Engineering, China University of Petroleum (East China), Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Control Science and Engineering, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103014879","display_name":"Tianhao Yuan","orcid":"https://orcid.org/0000-0003-3259-5048"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianhao Yuan","raw_affiliation_strings":["College of Control Science and Engineering, China University of Petroleum (East China), Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Control Science and Engineering, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100444156","display_name":"Weifeng Liu","orcid":"https://orcid.org/0000-0002-5388-9080"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weifeng Liu","raw_affiliation_strings":["College of Control Science and Engineering, China University of Petroleum (East China), Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Control Science and Engineering, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042886775","display_name":"Zhaoyun Liu","orcid":"https://orcid.org/0000-0002-2730-1562"},"institutions":[{"id":"https://openalex.org/I4210100830","display_name":"Shandong Tumor Hospital","ror":"https://ror.org/01413r497","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210100830"]},{"id":"https://openalex.org/I4210163399","display_name":"Shandong First Medical University","ror":"https://ror.org/05jb9pq57","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163399"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaoyun Liu","raw_affiliation_strings":["Breast Cancer Center, Shandong Cancer Hospital and Institute, Shandong First Medical University (Shandong Academy of Medical Sciences), Jinan, China","Shandong Cancer Hospital and Institute, Breast Cancer Center, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Breast Cancer Center, Shandong Cancer Hospital and Institute, Shandong First Medical University (Shandong Academy of Medical Sciences), Jinan, China","institution_ids":["https://openalex.org/I4210163399"]},{"raw_affiliation_string":"Shandong Cancer Hospital and Institute, Breast Cancer Center, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China","institution_ids":["https://openalex.org/I4210163399","https://openalex.org/I4210100830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100308523","display_name":"Zhiyong Yu","orcid":"https://orcid.org/0000-0001-9100-7862"},"institutions":[{"id":"https://openalex.org/I4210100830","display_name":"Shandong Tumor Hospital","ror":"https://ror.org/01413r497","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210100830"]},{"id":"https://openalex.org/I4210163399","display_name":"Shandong First Medical University","ror":"https://ror.org/05jb9pq57","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163399"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyong Yu","raw_affiliation_strings":["Breast Cancer Center, Shandong Cancer Hospital and Institute, Shandong First Medical University (Shandong Academy of Medical Sciences), Jinan, China","Shandong Cancer Hospital and Institute, Breast Cancer Center, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Breast Cancer Center, Shandong Cancer Hospital and Institute, Shandong First Medical University (Shandong Academy of Medical Sciences), Jinan, China","institution_ids":["https://openalex.org/I4210163399"]},{"raw_affiliation_string":"Shandong Cancer Hospital and Institute, Breast Cancer Center, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China","institution_ids":["https://openalex.org/I4210163399","https://openalex.org/I4210100830"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091703383","display_name":"Baodi Liu","orcid":"https://orcid.org/0000-0002-1408-5514"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baodi Liu","raw_affiliation_strings":["College of Control Science and Engineering, China University of Petroleum (East China), Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Control Science and Engineering, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5086322206"],"corresponding_institution_ids":["https://openalex.org/I4210162190"],"apc_list":null,"apc_paid":null,"fwci":2.7453,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.92143752,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"45","issue":"2","first_page":"777","last_page":"788"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9905999898910522,"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/T11361","display_name":"Digital Radiography and Breast Imaging","score":0.9678999781608582,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.7439000010490417},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.6007999777793884},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5156000256538391},{"id":"https://openalex.org/keywords/digital-mammography","display_name":"Digital mammography","score":0.4884999990463257},{"id":"https://openalex.org/keywords/breast-cancer-screening","display_name":"Breast cancer screening","score":0.41850000619888306},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37869998812675476},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.3357999920845032}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7439000010490417},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6295999884605408},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6236000061035156},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.6007999777793884},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5156000256538391},{"id":"https://openalex.org/C2781281974","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Digital mammography","level":5,"score":0.4884999990463257},{"id":"https://openalex.org/C2778491387","wikidata":"https://www.wikidata.org/wiki/Q17011492","display_name":"Breast cancer screening","level":5,"score":0.41850000619888306},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37869998812675476},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.37459999322891235},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3400999903678894},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.335999995470047},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.3357999920845032},{"id":"https://openalex.org/C2781156865","wikidata":"https://www.wikidata.org/wiki/Q827023","display_name":"Lesion","level":2,"score":0.3269999921321869},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.3237999975681305},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30869999527931213},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.30379998683929443},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.2775000035762787},{"id":"https://openalex.org/C3020132585","wikidata":"https://www.wikidata.org/wiki/Q2671652","display_name":"Diagnostic accuracy","level":2,"score":0.2703000009059906},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.27000001072883606},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.25360000133514404},{"id":"https://openalex.org/C123138037","wikidata":"https://www.wikidata.org/wiki/Q5570871","display_name":"Global network","level":2,"score":0.2535000145435333}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001940","descriptor_name":"Breast","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001940","descriptor_name":"Breast","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","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":"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":"D008327","descriptor_name":"Mammography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008327","descriptor_name":"Mammography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D011857","descriptor_name":"Radiographic Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D011857","descriptor_name":"Radiographic Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/tmi.2025.3607877","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2025.3607877","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},{"id":"pmid:40924534","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40924534","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":"IEEE transactions on medical imaging","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":56,"referenced_works":["https://openalex.org/W41027960","https://openalex.org/W1644997609","https://openalex.org/W1972626213","https://openalex.org/W2040914389","https://openalex.org/W2048261648","https://openalex.org/W2079966654","https://openalex.org/W2088807003","https://openalex.org/W2096451472","https://openalex.org/W2109902973","https://openalex.org/W2133665775","https://openalex.org/W2166441074","https://openalex.org/W2172359919","https://openalex.org/W2194775991","https://openalex.org/W2216351247","https://openalex.org/W2322580055","https://openalex.org/W2341948006","https://openalex.org/W2436993881","https://openalex.org/W2582617788","https://openalex.org/W2767016695","https://openalex.org/W2793956967","https://openalex.org/W2907066882","https://openalex.org/W2975244163","https://openalex.org/W2980030301","https://openalex.org/W3001021123","https://openalex.org/W3004452670","https://openalex.org/W3015397771","https://openalex.org/W3020578014","https://openalex.org/W3024448780","https://openalex.org/W3082260736","https://openalex.org/W3094475019","https://openalex.org/W3096929793","https://openalex.org/W3112635222","https://openalex.org/W3113367126","https://openalex.org/W3138115293","https://openalex.org/W3193520650","https://openalex.org/W3211754036","https://openalex.org/W4200453770","https://openalex.org/W4295073746","https://openalex.org/W4295487993","https://openalex.org/W4295915514","https://openalex.org/W4295934590","https://openalex.org/W4295934990","https://openalex.org/W4299564810","https://openalex.org/W4315754639","https://openalex.org/W4385345673","https://openalex.org/W4387211199","https://openalex.org/W4387211572","https://openalex.org/W4388317518","https://openalex.org/W4392952190","https://openalex.org/W4393935425","https://openalex.org/W4394842326","https://openalex.org/W4399185115","https://openalex.org/W4402126922","https://openalex.org/W4404731493","https://openalex.org/W4406431707","https://openalex.org/W4407091026"],"related_works":["https://openalex.org/W2070328444","https://openalex.org/W2377161363","https://openalex.org/W3106127189","https://openalex.org/W2394514052","https://openalex.org/W2001448689","https://openalex.org/W2038281889","https://openalex.org/W2024750207","https://openalex.org/W2030498840","https://openalex.org/W2419326329","https://openalex.org/W629237927"],"abstract_inverted_index":{"Mammography":[0,234],"is":[1,14,216],"a":[2,72,119,127,131,195],"primary":[3],"method":[4],"for":[5,31,76,232],"early":[6],"screening,":[7],"and":[8,50,63,121,130,151,190,203,236,245],"developing":[9],"deep":[10,20],"learning-based":[11],"computer-aided":[12],"systems":[13],"of":[15,107,118,156,176,243],"great":[16],"significance.":[17],"However,":[18],"current":[19],"learning":[21],"models":[22],"typically":[23],"treat":[24],"each":[25],"image":[26],"as":[27],"an":[28],"independent":[29],"entity":[30],"diagnosis,":[32],"rather":[33],"than":[34,90],"integrating":[35,144],"images":[36],"from":[37,147],"multiple":[38],"views":[39,117,155],"to":[40,159],"diagnose":[41],"the":[42,52,92,101,105,115,139,148,165,174,200,208,229],"patient.":[43],"These":[44],"methods":[45],"do":[46],"not":[47],"fully":[48],"consider":[49],"address":[51,66],"complex":[53],"interactions":[54],"between":[55],"different":[56],"views,":[57,185],"resulting":[58],"in":[59,183],"poor":[60],"diagnostic":[61,96,209],"performance":[62],"interpretability.":[64],"To":[65],"this":[67,69],"issue,":[68],"paper":[70],"proposes":[71],"novel":[73],"end-to-end":[74],"framework":[75,113],"breast":[77],"cancer":[78],"diagnosis:":[79],"lesion":[80,132,170,188],"asymmetry":[81],"screening":[82,133,171],"assisted":[83],"global":[84,128,136,161,201],"awareness":[85],"multi-view":[86],"network":[87],"(LAS-GAM).":[88],"More":[89],"just":[91],"most":[93],"common":[94],"image-level":[95],"model,":[97],"LAS-GAM":[98,206],"operates":[99],"at":[100],"patient":[102,120],"level,":[103],"simulating":[104],"workflow":[106],"radiologists":[108],"analyzing":[109],"mammographic":[110],"images.":[111],"The":[112,135,169],"processes":[114],"four":[116],"revolves":[122],"around":[123],"two":[124],"key":[125],"modules:":[126],"module":[129,137,172],"module.":[134],"simulates":[138,207],"comprehensive":[140],"assessment":[141],"by":[142,179],"radiologists,":[143],"complementary":[145],"information":[146],"craniocaudal":[149],"(CC)":[150],"mediolateral":[152],"oblique":[153],"(MLO)":[154],"both":[157],"breasts":[158],"generate":[160],"features":[162,193,202],"that":[163],"represent":[164],"patient's":[166],"overall":[167],"condition.":[168],"mimics":[173],"process":[175],"locating":[177],"lesions":[178],"comparing":[180],"symmetric":[181],"regions":[182],"contralateral":[184],"identifying":[186],"potential":[187],"areas":[189],"extracting":[191],"lesion-specific":[192,204],"using":[194,218],"lightweight":[196],"model.":[197],"By":[198],"combining":[199],"features,":[205],"process,":[210],"making":[211],"patient-level":[212,220],"predictions.":[213],"Moreover,":[214],"it":[215],"trained":[217],"only":[219],"labels,":[221],"significantly":[222],"reducing":[223],"data":[224],"annotation":[225],"costs.":[226],"Experiments":[227],"on":[228],"Digital":[230],"Database":[231],"Screening":[233],"(DDSM)":[235],"In-house":[237],"datasets":[238],"validate":[239],"LAS-GAM,":[240],"achieving":[241],"AUCs":[242],"0.817":[244],"0.894,":[246],"respectively.":[247]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-12T08:34:05.389933","created_date":"2025-10-10T00:00:00"}
