{"id":"https://openalex.org/W4381986112","doi":"https://doi.org/10.1109/access.2023.3273613","title":"Dual-Path and Multi-Scale Enhanced Attention Network for Retinal Diseases Classification Using Ultra-Wide-Field Images","display_name":"Dual-Path and Multi-Scale Enhanced Attention Network for Retinal Diseases Classification Using Ultra-Wide-Field Images","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4381986112","doi":"https://doi.org/10.1109/access.2023.3273613"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3273613","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3273613","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10121329.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10121329.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064372145","display_name":"Fangsheng Chen","orcid":"https://orcid.org/0009-0005-9914-6660"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210165339","display_name":"Ningbo Institute of Industrial Technology","ror":"https://ror.org/05nqg3g04","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165339"]},{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fangsheng Chen","raw_affiliation_strings":["School of Mechanical and Engineering, Zhejiang University of Technology, Hangzhou, China","Cixi Institute of Biomedical Engineering, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, China"],"raw_orcid":"https://orcid.org/0009-0005-9914-6660","affiliations":[{"raw_affiliation_string":"School of Mechanical and Engineering, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"Cixi Institute of Biomedical Engineering, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210165339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100990238","display_name":"Shaodong Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210165339","display_name":"Ningbo Institute of Industrial Technology","ror":"https://ror.org/05nqg3g04","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165339"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaodong Ma","raw_affiliation_strings":["Cixi Institute of Biomedical Engineering, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cixi Institute of Biomedical Engineering, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210165339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004033797","display_name":"Jinkui Hao","orcid":"https://orcid.org/0000-0002-7101-961X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210165339","display_name":"Ningbo Institute of Industrial Technology","ror":"https://ror.org/05nqg3g04","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165339"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinkui Hao","raw_affiliation_strings":["Cixi Institute of Biomedical Engineering, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, China"],"raw_orcid":"https://orcid.org/0000-0002-7101-961X","affiliations":[{"raw_affiliation_string":"Cixi Institute of Biomedical Engineering, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210165339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100620510","display_name":"Mengting Liu","orcid":"https://orcid.org/0000-0001-9167-733X"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengting Liu","raw_affiliation_strings":["School of Biomedical Engineering, Sun Yat-sen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Sun Yat-sen University, Shenzhen, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033937522","display_name":"Yuanyuan Gu","orcid":"https://orcid.org/0000-0002-2327-582X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210165339","display_name":"Ningbo Institute of Industrial Technology","ror":"https://ror.org/05nqg3g04","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165339"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanyuan Gu","raw_affiliation_strings":["Cixi Institute of Biomedical Engineering, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cixi Institute of Biomedical Engineering, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210165339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061953889","display_name":"Quanyong Yi","orcid":"https://orcid.org/0000-0002-9369-3998"},"institutions":[{"id":"https://openalex.org/I27781120","display_name":"Wenzhou Medical University","ror":"https://ror.org/00rd5t069","country_code":"CN","type":"education","lineage":["https://openalex.org/I27781120"]},{"id":"https://openalex.org/I4210086973","display_name":"Affiliated Eye Hospital of Wenzhou Medical College","ror":"https://ror.org/000sxmx78","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210086973"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quanyong Yi","raw_affiliation_strings":["The Affiliated Ningbo Eye Hospital of Wenzhou Medical University, Ningbo, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Affiliated Ningbo Eye Hospital of Wenzhou Medical University, Ningbo, China","institution_ids":["https://openalex.org/I27781120","https://openalex.org/I4210086973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083371477","display_name":"Jiong Zhang","orcid":"https://orcid.org/0000-0002-1922-9118"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210165339","display_name":"Ningbo Institute of Industrial Technology","ror":"https://ror.org/05nqg3g04","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165339"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiong Zhang","raw_affiliation_strings":["Cixi Institute of Biomedical Engineering, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, China"],"raw_orcid":"https://orcid.org/0000-0002-1922-9118","affiliations":[{"raw_affiliation_string":"Cixi Institute of Biomedical Engineering, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210165339"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057905491","display_name":"Yitian Zhao","orcid":"https://orcid.org/0000-0003-4357-4592"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210165339","display_name":"Ningbo Institute of Industrial Technology","ror":"https://ror.org/05nqg3g04","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165339"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yitian Zhao","raw_affiliation_strings":["Cixi Institute of Biomedical Engineering, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, China"],"raw_orcid":"https://orcid.org/0000-0003-4357-4592","affiliations":[{"raw_affiliation_string":"Cixi Institute of Biomedical Engineering, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210165339"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.6601,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.90533593,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"11","issue":null,"first_page":"45405","last_page":"45415"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":1.0,"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/T12599","display_name":"Retinal and Optic Conditions","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"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/T10170","display_name":"Retinal Diseases and Treatments","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"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/computer-science","display_name":"Computer science","score":0.8215011358261108},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6322089433670044},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5120330452919006},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.46392807364463806},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4608660638332367},{"id":"https://openalex.org/keywords/retinal","display_name":"Retinal","score":0.4466632306575775},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.43502703309059143},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.43154817819595337}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8215011358261108},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6322089433670044},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5120330452919006},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.46392807364463806},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4608660638332367},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.4466632306575775},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.43502703309059143},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.43154817819595337},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","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},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"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/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.0},{"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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3273613","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3273613","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10121329.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:120b5e0456c94154bb1ea860c0cb5ccd","is_oa":true,"landing_page_url":"https://doaj.org/article/120b5e0456c94154bb1ea860c0cb5ccd","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 45405-45415 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3273613","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3273613","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10121329.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[{"id":"https://openalex.org/G1118745806","display_name":null,"funder_award_id":"62103398","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G114134149","display_name":null,"funder_award_id":"2021298","funder_id":"https://openalex.org/F4320322847","funder_display_name":"Youth Innovation Promotion Association of the Chinese Academy of Sciences"},{"id":"https://openalex.org/G1316419048","display_name":null,"funder_award_id":"LQ21F010007","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G1994402627","display_name":"\u9762\u5411\u773c\u79d1\u591a\u75be\u75c5\u8bca\u65ad\u7684\u8d85\u5e7f\u89d2\u56fe\u50cf\u5904\u7406\u53ca\u5206\u6790\u6280\u672f\u7814\u7a76","funder_award_id":"LQ23F010002","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G2389738142","display_name":null,"funder_award_id":"2022KQ29","funder_id":"https://openalex.org/F4320328768","funder_display_name":"Ningbo University of Technology"},{"id":"https://openalex.org/G3173029840","display_name":null,"funder_award_id":"2022J143","funder_id":"https://openalex.org/F4320332587","funder_display_name":"Natural Science Foundation of Ningbo"},{"id":"https://openalex.org/G3450432605","display_name":null,"funder_award_id":"2021298","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G3543299517","display_name":"\u8111\u8840\u7ba1\u624b\u672f\u5bfc\u822a\u7cfb\u7edf\u4e2d\u7684\u591a\u6a21\u6001\u5f71\u50cf\u5206\u6790\u65b9\u6cd5\u57fa\u7840\u7814\u7a76","funder_award_id":"LZ19F010001","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G5502515648","display_name":null,"funder_award_id":"61906181","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G665069160","display_name":"\u773c\u5e95OCTA \u56fe\u50cf\u7684\u5fae\u8840\u7ba1\u4e09\u7ef4\u91cd\u5efa\u53ca\u5f62\u53d8\u5206\u6790","funder_award_id":"LZ23F010002","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G7770123043","display_name":null,"funder_award_id":"20221JCGY010608","funder_id":"https://openalex.org/F4320332587","funder_display_name":"Natural Science Foundation of Ningbo"},{"id":"https://openalex.org/G8917404004","display_name":"\u57fa\u4e8e\u773c\u79d1\u56fe\u50cf\u7279\u5f81\u5206\u6790\u7684\u963f\u5c14\u8328\u6d77\u9ed8\u75c5\u65e9\u671f\u8f85\u52a9\u8bca\u65ad\u6280\u672f\u7814\u7a76","funder_award_id":"LR22F020008","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"},{"id":"https://openalex.org/F4320322605","display_name":"Ningbo University","ror":"https://ror.org/03et85d35"},{"id":"https://openalex.org/F4320322847","display_name":"Youth Innovation Promotion Association of the Chinese Academy of Sciences","ror":"https://ror.org/031141b54"},{"id":"https://openalex.org/F4320328768","display_name":"Ningbo University of Technology","ror":"https://ror.org/037dym702"},{"id":"https://openalex.org/F4320332587","display_name":"Natural Science Foundation of Ningbo","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335892","display_name":"Youth Innovation Promotion Association","ror":null},{"id":"https://openalex.org/F4320336172","display_name":"Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences","ror":"https://ror.org/05nqg3g04"},{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4381986112.pdf","grobid_xml":"https://content.openalex.org/works/W4381986112.grobid-xml"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W2100756624","https://openalex.org/W2162915993","https://openalex.org/W2163605009","https://openalex.org/W2183341477","https://openalex.org/W2187089797","https://openalex.org/W2194775991","https://openalex.org/W2557738935","https://openalex.org/W2581082771","https://openalex.org/W2752782242","https://openalex.org/W2791011305","https://openalex.org/W2803613314","https://openalex.org/W2884585870","https://openalex.org/W2886801379","https://openalex.org/W2906295032","https://openalex.org/W2916155412","https://openalex.org/W2917714716","https://openalex.org/W2950557962","https://openalex.org/W2962858109","https://openalex.org/W2963091558","https://openalex.org/W2977650145","https://openalex.org/W2979644159","https://openalex.org/W2980265083","https://openalex.org/W2981899103","https://openalex.org/W2999853165","https://openalex.org/W3026054640","https://openalex.org/W3031696400","https://openalex.org/W3035186652","https://openalex.org/W3057827002","https://openalex.org/W3085574514","https://openalex.org/W3104734424","https://openalex.org/W3108303213","https://openalex.org/W3114822659","https://openalex.org/W3121708854","https://openalex.org/W3126778796","https://openalex.org/W3136370240","https://openalex.org/W3164581645","https://openalex.org/W3164663038","https://openalex.org/W3177052299","https://openalex.org/W3183198896","https://openalex.org/W3193176909","https://openalex.org/W3205167685","https://openalex.org/W3212266492","https://openalex.org/W3216717225","https://openalex.org/W3217020749","https://openalex.org/W4205499706","https://openalex.org/W4205655900","https://openalex.org/W4214526578","https://openalex.org/W4224246723","https://openalex.org/W4247214019","https://openalex.org/W4281263182","https://openalex.org/W4288049163","https://openalex.org/W4293240424","https://openalex.org/W4294597159","https://openalex.org/W4323841380","https://openalex.org/W6637373629"],"related_works":["https://openalex.org/W2374520121","https://openalex.org/W4387265590","https://openalex.org/W2394034517","https://openalex.org/W1995904975","https://openalex.org/W2364945429","https://openalex.org/W4388037085","https://openalex.org/W3032712071","https://openalex.org/W4389019322","https://openalex.org/W3044879582","https://openalex.org/W2045010375"],"abstract_inverted_index":{"Early":[0],"computer-aided":[1],"early":[2],"diagnosis":[3],"(CAD)":[4],"based":[5],"on":[6,167],"retinal":[7,26,53,85],"imaging":[8],"is":[9,152],"critical":[10],"to":[11,64,76,154,158,176],"the":[12,22,29,45,65,81,99,128,132,140,143,156,160,178,181],"timely":[13],"management":[14],"and":[15,28,40,117,170],"treatment":[16],"planning":[17],"of":[18,25,31,47,67,72,102,111,163,180],"retina-related":[19],"diseases.":[20],"However,":[21],"inherent":[23],"characteristics":[24],"images":[27,54,87],"complexity":[30],"their":[32],"pathological":[33],"patterns,":[34],"such":[35],"as":[36],"low":[37],"image":[38],"contrast":[39],"different":[41,104],"lesion":[42],"sizes,":[43],"restrict":[44],"performance":[46],"CAD":[48],"systems.":[49],"Recently,":[50],"ultra-wide-field":[51],"(UWF)":[52],"have":[55],"become":[56],"a":[57,112,118,148],"useful":[58],"tool":[59],"for":[60,98],"disease":[61],"detection":[62],"due":[63],"capability":[66],"capturing":[68],"much":[69],"broader":[70],"view":[71],"retina":[73],"(i.e.,":[74],"up":[75],"200\u00b0),":[77],"in":[78],"comparison":[79],"with":[80,147],"most":[82],"commonly":[83],"used":[84],"fundus":[86],"(45\u00b0).":[88],"In":[89],"this":[90],"paper,":[91],"we":[92],"propose":[93],"an":[94],"attention-based":[95],"multi-branch":[96],"network":[97,157],"diseases":[100],"classification":[101],"four":[103],"subject":[105],"groups.":[106],"The":[107],"proposed":[108,182],"method":[109],"consists":[110],"multi-scale":[113,133],"feature":[114,134],"fusion":[115,135],"module":[116,146],"dual":[119,144],"attention":[120,145,150],"module.":[121,136],"Specifically,":[122],"small-scale":[123],"lesions":[124],"are":[125],"identified":[126],"using":[127],"features":[129],"extracted":[130],"from":[131],"To":[137],"better":[138],"explore":[139],"obtained":[141],"features,":[142],"global":[149],"graph":[151],"incorporated":[153],"enable":[155],"recognize":[159],"salient":[161],"objects":[162],"interest.":[164],"Comprehensive":[165],"validations":[166],"both":[168],"private":[169],"public":[171],"datasets":[172],"were":[173],"carried":[174],"out":[175],"verify":[177],"effectiveness":[179],"model.":[183]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
