{"id":"https://openalex.org/W3109801163","doi":"https://doi.org/10.1007/s11760-020-01792-3","title":"Diabetic macular edema grading based on improved Faster R-CNN and MD-ResNet","display_name":"Diabetic macular edema grading based on improved Faster R-CNN and MD-ResNet","publication_year":2020,"publication_date":"2020-11-24","ids":{"openalex":"https://openalex.org/W3109801163","doi":"https://doi.org/10.1007/s11760-020-01792-3","mag":"3109801163"},"language":"en","primary_location":{"id":"doi:10.1007/s11760-020-01792-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11760-020-01792-3","pdf_url":null,"source":{"id":"https://openalex.org/S156904493","display_name":"Signal Image and Video Processing","issn_l":"1863-1703","issn":["1863-1703","1863-1711"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Signal, Image and Video Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088670228","display_name":"Jun Wu","orcid":"https://orcid.org/0000-0001-9455-7800"},"institutions":[{"id":"https://openalex.org/I198091727","display_name":"Tiangong University","ror":"https://ror.org/00xsr9m91","country_code":"CN","type":"education","lineage":["https://openalex.org/I198091727"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Wu","raw_affiliation_strings":["School of Electronics and Information Engineering, TianGong University, Tianjin, 300387, China","Tianjin Key Laboratory of Optoelectronic Detection Technology and System, TianGong University, Tianjin, 300387, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, TianGong University, Tianjin, 300387, China","institution_ids":["https://openalex.org/I198091727"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Optoelectronic Detection Technology and System, TianGong University, Tianjin, 300387, China","institution_ids":["https://openalex.org/I198091727"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100349119","display_name":"Qianqian Zhang","orcid":"https://orcid.org/0000-0003-2996-2310"},"institutions":[{"id":"https://openalex.org/I198091727","display_name":"Tiangong University","ror":"https://ror.org/00xsr9m91","country_code":"CN","type":"education","lineage":["https://openalex.org/I198091727"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qianqian Zhang","raw_affiliation_strings":["School of Electronics and Information Engineering, TianGong University, Tianjin, 300387, China","Tianjin Key Laboratory of Optoelectronic Detection Technology and System, TianGong University, Tianjin, 300387, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, TianGong University, Tianjin, 300387, China","institution_ids":["https://openalex.org/I198091727"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Optoelectronic Detection Technology and System, TianGong University, Tianjin, 300387, China","institution_ids":["https://openalex.org/I198091727"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101494063","display_name":"Mengjia Liu","orcid":"https://orcid.org/0000-0003-0530-5500"},"institutions":[{"id":"https://openalex.org/I2800970254","display_name":"State Intellectual Property Office","ror":"https://ror.org/00zrjgm10","country_code":"CN","type":"government","lineage":["https://openalex.org/I2800970254"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengjia Liu","raw_affiliation_strings":["State Intellectual Property Office Patent Office Patent Examination Collaboration Beijing Center, Tianjin, 100160, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Intellectual Property Office Patent Office Patent Examination Collaboration Beijing Center, Tianjin, 100160, China","institution_ids":["https://openalex.org/I2800970254"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008957721","display_name":"Zhitao Xiao","orcid":"https://orcid.org/0000-0003-2444-9198"},"institutions":[{"id":"https://openalex.org/I198091727","display_name":"Tiangong University","ror":"https://ror.org/00xsr9m91","country_code":"CN","type":"education","lineage":["https://openalex.org/I198091727"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhitao Xiao","raw_affiliation_strings":["School of Electronics and Information Engineering, TianGong University, Tianjin, 300387, China","Tianjin Key Laboratory of Optoelectronic Detection Technology and System, TianGong University, Tianjin, 300387, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, TianGong University, Tianjin, 300387, China","institution_ids":["https://openalex.org/I198091727"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Optoelectronic Detection Technology and System, TianGong University, Tianjin, 300387, China","institution_ids":["https://openalex.org/I198091727"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Fang Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I198091727","display_name":"Tiangong University","ror":"https://ror.org/00xsr9m91","country_code":"CN","type":"education","lineage":["https://openalex.org/I198091727"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fang Zhang","raw_affiliation_strings":["School of Electronics and Information Engineering, TianGong University, Tianjin, 300387, China","Tianjin Key Laboratory of Optoelectronic Detection Technology and System, TianGong University, Tianjin, 300387, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, TianGong University, Tianjin, 300387, China","institution_ids":["https://openalex.org/I198091727"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Optoelectronic Detection Technology and System, TianGong University, Tianjin, 300387, China","institution_ids":["https://openalex.org/I198091727"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101754023","display_name":"Lei Geng","orcid":"https://orcid.org/0000-0002-5010-2596"},"institutions":[{"id":"https://openalex.org/I198091727","display_name":"Tiangong University","ror":"https://ror.org/00xsr9m91","country_code":"CN","type":"education","lineage":["https://openalex.org/I198091727"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Geng","raw_affiliation_strings":["School of Electronics and Information Engineering, TianGong University, Tianjin, 300387, China","Tianjin Key Laboratory of Optoelectronic Detection Technology and System, TianGong University, Tianjin, 300387, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, TianGong University, Tianjin, 300387, China","institution_ids":["https://openalex.org/I198091727"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Optoelectronic Detection Technology and System, TianGong University, Tianjin, 300387, China","institution_ids":["https://openalex.org/I198091727"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031948841","display_name":"Yanbei Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I198091727","display_name":"Tiangong University","ror":"https://ror.org/00xsr9m91","country_code":"CN","type":"education","lineage":["https://openalex.org/I198091727"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanbei Liu","raw_affiliation_strings":["School of Electronics and Information Engineering, TianGong University, Tianjin, 300387, China","Tianjin Key Laboratory of Optoelectronic Detection Technology and System, TianGong University, Tianjin, 300387, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, TianGong University, Tianjin, 300387, China","institution_ids":["https://openalex.org/I198091727"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Optoelectronic Detection Technology and System, TianGong University, Tianjin, 300387, China","institution_ids":["https://openalex.org/I198091727"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007695285","display_name":"Wen Wang","orcid":"https://orcid.org/0000-0003-1867-0937"},"institutions":[{"id":"https://openalex.org/I198091727","display_name":"Tiangong University","ror":"https://ror.org/00xsr9m91","country_code":"CN","type":"education","lineage":["https://openalex.org/I198091727"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wen Wang","raw_affiliation_strings":["School of Electronics and Information Engineering, TianGong University, Tianjin, 300387, China","Tianjin Key Laboratory of Optoelectronic Detection Technology and System, TianGong University, Tianjin, 300387, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, TianGong University, Tianjin, 300387, China","institution_ids":["https://openalex.org/I198091727"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Optoelectronic Detection Technology and System, TianGong University, Tianjin, 300387, China","institution_ids":["https://openalex.org/I198091727"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5008957721"],"corresponding_institution_ids":["https://openalex.org/I198091727"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":1.2375,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.82771074,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"15","issue":"4","first_page":"743","last_page":"751"},"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/T10170","display_name":"Retinal Diseases and Treatments","score":0.9988999962806702,"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/T10250","display_name":"Glaucoma and retinal disorders","score":0.9966999888420105,"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/diabetic-macular-edema","display_name":"Diabetic macular edema","score":0.8753452301025391},{"id":"https://openalex.org/keywords/grading","display_name":"Grading (engineering)","score":0.8393415212631226},{"id":"https://openalex.org/keywords/optical-coherence-tomography","display_name":"Optical coherence tomography","score":0.722220778465271},{"id":"https://openalex.org/keywords/residual-neural-network","display_name":"Residual neural network","score":0.5961782932281494},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.564978837966919},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5622602701187134},{"id":"https://openalex.org/keywords/optometry","display_name":"Optometry","score":0.4048525393009186},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.317484974861145},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.31745272874832153},{"id":"https://openalex.org/keywords/diabetic-retinopathy","display_name":"Diabetic retinopathy","score":0.2337038218975067},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.2229100465774536},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.11619144678115845},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08012768626213074}],"concepts":[{"id":"https://openalex.org/C2985127711","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic macular edema","level":4,"score":0.8753452301025391},{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.8393415212631226},{"id":"https://openalex.org/C2778818243","wikidata":"https://www.wikidata.org/wiki/Q899552","display_name":"Optical coherence tomography","level":2,"score":0.722220778465271},{"id":"https://openalex.org/C2944601119","wikidata":"https://www.wikidata.org/wiki/Q43744058","display_name":"Residual neural network","level":3,"score":0.5961782932281494},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.564978837966919},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5622602701187134},{"id":"https://openalex.org/C119767625","wikidata":"https://www.wikidata.org/wiki/Q618211","display_name":"Optometry","level":1,"score":0.4048525393009186},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.317484974861145},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.31745272874832153},{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.2337038218975067},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2229100465774536},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.11619144678115845},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08012768626213074},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11760-020-01792-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11760-020-01792-3","pdf_url":null,"source":{"id":"https://openalex.org/S156904493","display_name":"Signal Image and Video Processing","issn_l":"1863-1703","issn":["1863-1703","1863-1711"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Signal, Image and Video Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7873848918","display_name":null,"funder_award_id":"61601325","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1483010708","https://openalex.org/W1969496006","https://openalex.org/W1995023030","https://openalex.org/W2010099973","https://openalex.org/W2010373608","https://openalex.org/W2010962711","https://openalex.org/W2062079756","https://openalex.org/W2088468266","https://openalex.org/W2105924627","https://openalex.org/W2118461103","https://openalex.org/W2136289855","https://openalex.org/W2142866653","https://openalex.org/W2163605009","https://openalex.org/W2167881544","https://openalex.org/W2169736040","https://openalex.org/W2194775991","https://openalex.org/W2294472579","https://openalex.org/W2433157206","https://openalex.org/W2520503963","https://openalex.org/W2529609428","https://openalex.org/W2560023338","https://openalex.org/W2560296451","https://openalex.org/W2563814138","https://openalex.org/W2564782580","https://openalex.org/W2605962939","https://openalex.org/W2752634887","https://openalex.org/W2756892287","https://openalex.org/W2792141483","https://openalex.org/W2792618444","https://openalex.org/W2809390703","https://openalex.org/W2946303964","https://openalex.org/W2963840672"],"related_works":["https://openalex.org/W2323668004","https://openalex.org/W2599472179","https://openalex.org/W3010970561","https://openalex.org/W885967254","https://openalex.org/W1138783801","https://openalex.org/W2090691787","https://openalex.org/W1184722288","https://openalex.org/W1001460437","https://openalex.org/W814081900","https://openalex.org/W3109801163"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
