{"id":"https://openalex.org/W4401991160","doi":"https://doi.org/10.1109/tmi.2024.3450682","title":"Attention-Guided Learning With Feature Reconstruction for Skin Lesion Diagnosis Using Clinical and Ultrasound Images","display_name":"Attention-Guided Learning With Feature Reconstruction for Skin Lesion Diagnosis Using Clinical and Ultrasound Images","publication_year":2024,"publication_date":"2024-08-29","ids":{"openalex":"https://openalex.org/W4401991160","doi":"https://doi.org/10.1109/tmi.2024.3450682","pmid":"https://pubmed.ncbi.nlm.nih.gov/39208042"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2024.3450682","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2024.3450682","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/A5002159636","display_name":"Chunlun Xiao","orcid":null},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunlun Xiao","raw_affiliation_strings":["School of Biomedical Engineering, the National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, the Marshall Laboratory of Biomedical Engineering, and Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Shenzhen University Medical School, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, the National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, the Marshall Laboratory of Biomedical Engineering, and Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Shenzhen University Medical School, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101964823","display_name":"Anqi Zhu","orcid":null},"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"]},{"id":"https://openalex.org/I4210132741","display_name":"Shanghai Tenth People's Hospital","ror":"https://ror.org/03vjkf643","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210132741"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Anqi Zhu","raw_affiliation_strings":["Department of Medical Ultrasound, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Ultrasound, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780","https://openalex.org/I4210132741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100903973","display_name":"Chunmei Xia","orcid":null},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunmei Xia","raw_affiliation_strings":["School of Biomedical Engineering, the National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, the Marshall Laboratory of Biomedical Engineering, and Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Shenzhen University Medical School, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, the National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, the Marshall Laboratory of Biomedical Engineering, and Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Shenzhen University Medical School, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057839617","display_name":"Zifeng Qiu","orcid":"https://orcid.org/0000-0003-1865-3977"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zifeng Qiu","raw_affiliation_strings":["School of Biomedical Engineering, the National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, the Marshall Laboratory of Biomedical Engineering, and Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Shenzhen University Medical School, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, the National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, the Marshall Laboratory of Biomedical Engineering, and Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Shenzhen University Medical School, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051546066","display_name":"Yuanlin Liu","orcid":"https://orcid.org/0000-0001-9614-2908"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanlin Liu","raw_affiliation_strings":["School of Biomedical Engineering, the National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, the Marshall Laboratory of Biomedical Engineering, and Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Shenzhen University Medical School, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, the National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, the Marshall Laboratory of Biomedical Engineering, and Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Shenzhen University Medical School, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115076649","display_name":"Cheng Zhao","orcid":"https://orcid.org/0009-0004-1640-8710"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Zhao","raw_affiliation_strings":["School of Biomedical Engineering, the National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, the Marshall Laboratory of Biomedical Engineering, and Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Shenzhen University Medical School, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, the National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, the Marshall Laboratory of Biomedical Engineering, and Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Shenzhen University Medical School, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019559491","display_name":"Weiwei Ren","orcid":"https://orcid.org/0000-0003-2101-0833"},"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"]},{"id":"https://openalex.org/I4210132741","display_name":"Shanghai Tenth People's Hospital","ror":"https://ror.org/03vjkf643","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210132741"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiwei Ren","raw_affiliation_strings":["Department of Medical Ultrasound, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Ultrasound, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780","https://openalex.org/I4210132741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087929908","display_name":"Lifan Wang","orcid":"https://orcid.org/0000-0001-7092-9374"},"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"]},{"id":"https://openalex.org/I4210132741","display_name":"Shanghai Tenth People's Hospital","ror":"https://ror.org/03vjkf643","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210132741"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lifan Wang","raw_affiliation_strings":["Department of Medical Ultrasound, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Ultrasound, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780","https://openalex.org/I4210132741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100407533","display_name":"Lei Dong","orcid":"https://orcid.org/0000-0003-4599-8866"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Dong","raw_affiliation_strings":["School of Biomedical Engineering, the National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, the Marshall Laboratory of Biomedical Engineering, and Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Shenzhen University Medical School, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, the National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, the Marshall Laboratory of Biomedical Engineering, and Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Shenzhen University Medical School, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046543349","display_name":"Tianfu Wang","orcid":"https://orcid.org/0000-0002-1248-1214"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianfu Wang","raw_affiliation_strings":["School of Biomedical Engineering, the National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, the Marshall Laboratory of Biomedical Engineering, and Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Shenzhen University Medical School, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-1248-1214","affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, the National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, the Marshall Laboratory of Biomedical Engineering, and Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Shenzhen University Medical School, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042964547","display_name":"Le\u2010Hang Guo","orcid":"https://orcid.org/0000-0002-5685-1280"},"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"]},{"id":"https://openalex.org/I4210132741","display_name":"Shanghai Tenth People's Hospital","ror":"https://ror.org/03vjkf643","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210132741"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lehang Guo","raw_affiliation_strings":["Department of Medical Ultrasound, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-5685-1280","affiliations":[{"raw_affiliation_string":"Department of Medical Ultrasound, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780","https://openalex.org/I4210132741"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001212991","display_name":"Baiying Lei","orcid":"https://orcid.org/0000-0002-3087-2550"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baiying Lei","raw_affiliation_strings":["School of Biomedical Engineering, the National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, the Marshall Laboratory of Biomedical Engineering, and Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Shenzhen University Medical School, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-3087-2550","affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, the National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, the Marshall Laboratory of Biomedical Engineering, and Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Shenzhen University Medical School, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1947,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.9027719,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"44","issue":"1","first_page":"543","last_page":"555"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/T10862","display_name":"AI in cancer detection","score":0.9789000153541565,"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/T11306","display_name":"Nonmelanoma Skin Cancer Studies","score":0.9678999781608582,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7395172119140625},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.6958329677581787},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.6814701557159424},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6688369512557983},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6140509843826294},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.599761962890625},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.5706428289413452},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5689058899879456},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5031101107597351},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4995877742767334},{"id":"https://openalex.org/keywords/fuse","display_name":"Fuse (electrical)","score":0.49608907103538513},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.4885319471359253},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3817148506641388}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7395172119140625},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.6958329677581787},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.6814701557159424},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6688369512557983},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6140509843826294},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.599761962890625},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.5706428289413452},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5689058899879456},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5031101107597351},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4995877742767334},{"id":"https://openalex.org/C141353440","wikidata":"https://www.wikidata.org/wiki/Q182221","display_name":"Fuse (electrical)","level":2,"score":0.49608907103538513},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.4885319471359253},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3817148506641388},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"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":[{"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":"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":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":"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":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D012867","descriptor_name":"Skin","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012867","descriptor_name":"Skin","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012867","descriptor_name":"Skin","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012867","descriptor_name":"Skin","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012871","descriptor_name":"Skin Diseases","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012871","descriptor_name":"Skin Diseases","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012871","descriptor_name":"Skin Diseases","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","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":true},{"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}],"locations_count":2,"locations":[{"id":"doi:10.1109/tmi.2024.3450682","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2024.3450682","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:39208042","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39208042","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":[{"id":"https://openalex.org/G3100196131","display_name":null,"funder_award_id":"U22A2024","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3557392151","display_name":null,"funder_award_id":"62171312","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4854071220","display_name":null,"funder_award_id":"JCYJ20220818095809021","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5250132102","display_name":null,"funder_award_id":"19DZ2251100","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"},{"id":"https://openalex.org/G5800974404","display_name":null,"funder_award_id":"2023M732358","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G6940066789","display_name":null,"funder_award_id":"62271328","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7228453165","display_name":null,"funder_award_id":"62301329","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320321885","display_name":"Science and Technology Commission of Shanghai Municipality","ror":"https://ror.org/03kt66j61"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":73,"referenced_works":["https://openalex.org/W1972999040","https://openalex.org/W1992455269","https://openalex.org/W2060761948","https://openalex.org/W2069912449","https://openalex.org/W2163922914","https://openalex.org/W2194775991","https://openalex.org/W2295107390","https://openalex.org/W2531409750","https://openalex.org/W2559090303","https://openalex.org/W2564782580","https://openalex.org/W2581082771","https://openalex.org/W2734349601","https://openalex.org/W2751686900","https://openalex.org/W2765407302","https://openalex.org/W2786147899","https://openalex.org/W2797527544","https://openalex.org/W2884561390","https://openalex.org/W2888442043","https://openalex.org/W2889849470","https://openalex.org/W2892053105","https://openalex.org/W2903060508","https://openalex.org/W2914959431","https://openalex.org/W2921785317","https://openalex.org/W2963446712","https://openalex.org/W2963691377","https://openalex.org/W2963848928","https://openalex.org/W2964054038","https://openalex.org/W2965875799","https://openalex.org/W2968318837","https://openalex.org/W2971327321","https://openalex.org/W3006349040","https://openalex.org/W3008320599","https://openalex.org/W3023849371","https://openalex.org/W3033581023","https://openalex.org/W3034429256","https://openalex.org/W3036298167","https://openalex.org/W3036935029","https://openalex.org/W3108655343","https://openalex.org/W3128646645","https://openalex.org/W3128797821","https://openalex.org/W3137278571","https://openalex.org/W3138516171","https://openalex.org/W3151130473","https://openalex.org/W3156682058","https://openalex.org/W3159814022","https://openalex.org/W3166225737","https://openalex.org/W3212197959","https://openalex.org/W3215150387","https://openalex.org/W3216717225","https://openalex.org/W4205159439","https://openalex.org/W4205184150","https://openalex.org/W4205189720","https://openalex.org/W4220686172","https://openalex.org/W4285097858","https://openalex.org/W4285198398","https://openalex.org/W4292544864","https://openalex.org/W4293162951","https://openalex.org/W4295916086","https://openalex.org/W4296826632","https://openalex.org/W4298009285","https://openalex.org/W4303446520","https://openalex.org/W4308889883","https://openalex.org/W4313451613","https://openalex.org/W4320482014","https://openalex.org/W4322625967","https://openalex.org/W4365420842","https://openalex.org/W4383960237","https://openalex.org/W4386065384","https://openalex.org/W4394966893","https://openalex.org/W6638444622","https://openalex.org/W6682889407","https://openalex.org/W6762718338","https://openalex.org/W6788135285"],"related_works":["https://openalex.org/W73545470","https://openalex.org/W4224266612","https://openalex.org/W2383394264","https://openalex.org/W4320153225","https://openalex.org/W4293261942","https://openalex.org/W3125968744","https://openalex.org/W203959209","https://openalex.org/W2110287964","https://openalex.org/W2167701463","https://openalex.org/W4307407935"],"abstract_inverted_index":{"Skin":[0],"lesion":[1,62,87,105],"is":[2,230],"one":[3],"of":[4,47,60,74,103,138,164,204,224],"the":[5,24,36,44,57,71,98,104,146,157,161,178,193,202,205,209,219,222],"most":[6,10],"common":[7],"diseases,":[8],"and":[9,17,28,31,52,93,100,121,127,148,167,200,212,218],"categories":[11],"are":[12,40],"highly":[13],"similar":[14],"in":[15,49,76],"morphology":[16],"appearance.":[18],"Deep":[19],"learning":[20,115,143,170,188],"models":[21],"effectively":[22],"reduce":[23],"variability":[25],"between":[26],"classes":[27],"within":[29],"classes,":[30],"improve":[32,107],"diagnostic":[33,63,108],"accuracy.":[34,64,109],"However,":[35],"existing":[37],"multi-modal":[38],"methods":[39],"only":[41],"limited":[42],"to":[43,68,96,106,130,151,175,195,207],"surface":[45,99],"information":[46,73,102,163,174],"lesions":[48,75],"skin":[50,61,77,86],"clinical":[51,92,120],"dermatoscopic":[53],"modalities,":[54],"which":[55,90,155,191],"hinders":[56],"further":[58,69,176],"improvement":[59],"This":[65],"requires":[66],"us":[67],"study":[70],"depth":[72,101],"ultrasound.":[78],"In":[79,181],"this":[80],"paper,":[81],"we":[82,111,183],"propose":[83,112,184],"a":[84,185],"novel":[85],"diagnosis":[88],"network,":[89],"combines":[91],"ultrasound":[94,122],"modalities":[95,123],"fuse":[97,152],"Specifically,":[110],"an":[113],"attention-guided":[114,141,168],"(AL)":[116],"module":[117,136],"that":[118],"fuses":[119,172],"from":[124],"both":[125],"local":[126,142,162],"global":[128,169,173],"perspectives":[129],"enhance":[131,177,208],"feature":[132,179,186],"representation.":[133,180],"The":[134],"AL":[135],"consists":[137],"two":[139],"parts,":[140],"(ALL)":[144],"computes":[145],"intra-modality":[147],"inter-modality":[149],"correlations":[150],"multi-scale":[153],"information,":[154],"makes":[156],"network":[158,194,206],"focus":[159,203],"on":[160],"each":[165],"modality,":[166],"(AGL)":[171],"addition,":[182],"reconstruction":[187],"(FRL)":[189],"strategy":[190],"encourages":[192],"extract":[196],"more":[197],"discriminative":[198],"features":[199],"corrects":[201],"model's":[210],"robustness":[211],"certainty.":[213],"We":[214],"conduct":[215],"extensive":[216],"experiments":[217],"results":[220],"confirm":[221],"superiority":[223],"our":[225],"proposed":[226],"method.":[227],"Our":[228],"code":[229],"available":[231],"at:":[232],"https://github.com/XCL-hub/AGFnet.":[233]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":9}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}