{"id":"https://openalex.org/W4200481428","doi":"https://doi.org/10.1109/cisp-bmei53629.2021.9624352","title":"ADRS-Net: Automated Diabetic Retinopathy Screening Net","display_name":"ADRS-Net: Automated Diabetic Retinopathy Screening Net","publication_year":2021,"publication_date":"2021-10-23","ids":{"openalex":"https://openalex.org/W4200481428","doi":"https://doi.org/10.1109/cisp-bmei53629.2021.9624352"},"language":"en","primary_location":{"id":"doi:10.1109/cisp-bmei53629.2021.9624352","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei53629.2021.9624352","pdf_url":null,"source":{"id":"https://openalex.org/S4363605805","display_name":"2021 14th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 14th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","raw_type":"proceedings-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/A5100725681","display_name":"Yixuan Chen","orcid":"https://orcid.org/0009-0001-9059-1697"},"institutions":[{"id":"https://openalex.org/I3131625388","display_name":"University Town of Shenzhen","ror":"https://ror.org/05f5j6225","country_code":"CN","type":"education","lineage":["https://openalex.org/I3131625388"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yixuan Chen","raw_affiliation_strings":["China International Exchange and Promotive Association for Medical and Health Care, Beijing, China","Shenzhen International Graduate School, Tsinghua University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"China International Exchange and Promotive Association for Medical and Health Care, Beijing, China","institution_ids":[]},{"raw_affiliation_string":"Shenzhen International Graduate School, Tsinghua University, Shenzhen, China","institution_ids":["https://openalex.org/I3131625388","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113800753","display_name":"Yui Lo","orcid":"https://orcid.org/0009-0004-8713-1886"},"institutions":[{"id":"https://openalex.org/I3131625388","display_name":"University Town of Shenzhen","ror":"https://ror.org/05f5j6225","country_code":"CN","type":"education","lineage":["https://openalex.org/I3131625388"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yui Lo","raw_affiliation_strings":["China International Exchange and Promotive Association for Medical and Health Care, Beijing, China","Shenzhen International Graduate School, Tsinghua University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"China International Exchange and Promotive Association for Medical and Health Care, Beijing, China","institution_ids":[]},{"raw_affiliation_string":"Shenzhen International Graduate School, Tsinghua University, Shenzhen, China","institution_ids":["https://openalex.org/I3131625388","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101652563","display_name":"Lili Qu","orcid":"https://orcid.org/0009-0009-7384-3555"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lili Qu","raw_affiliation_strings":["Department of Ophthalmology, Southern University of Science and Technology Hospital, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, Southern University of Science and Technology Hospital, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100324056","display_name":"Kai Zhang","orcid":"https://orcid.org/0000-0003-3850-5429"},"institutions":[{"id":"https://openalex.org/I3131625388","display_name":"University Town of Shenzhen","ror":"https://ror.org/05f5j6225","country_code":"CN","type":"education","lineage":["https://openalex.org/I3131625388"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Zhang","raw_affiliation_strings":["Shenzhen International Graduate School, Tsinghua University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen International Graduate School, Tsinghua University, Shenzhen, China","institution_ids":["https://openalex.org/I3131625388","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100618997","display_name":"Guoming Zhang","orcid":"https://orcid.org/0000-0003-2123-8125"},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoming Zhang","raw_affiliation_strings":["Shenzhen Eye Hospital, Affiliated Shenzhen Eye Hospital of Jinan University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen Eye Hospital, Affiliated Shenzhen Eye Hospital of Jinan University, Shenzhen, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083390109","display_name":"Chengming Yang","orcid":"https://orcid.org/0000-0003-3498-7352"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengming Yang","raw_affiliation_strings":["Department of Ophthalmology, Southern University of Science and Technology Hospital, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, Southern University of Science and Technology Hospital, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101806859","display_name":"Lijing Jia","orcid":"https://orcid.org/0000-0002-1279-4464"},"institutions":[{"id":"https://openalex.org/I4210105608","display_name":"ShenZhen People\u2019s Hospital","ror":"https://ror.org/01hcefx46","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210105608"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lijing Jia","raw_affiliation_strings":["Department of Endocrinology, Shenzhen People's Hospital, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Department of Endocrinology, Shenzhen People's Hospital, Shenzhen, China","institution_ids":["https://openalex.org/I4210105608"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108047157","display_name":"Yuhan Dong","orcid":"https://orcid.org/0000-0001-5275-1787"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]},{"id":"https://openalex.org/I3131625388","display_name":"University Town of Shenzhen","ror":"https://ror.org/05f5j6225","country_code":"CN","type":"education","lineage":["https://openalex.org/I3131625388"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhan Dong","raw_affiliation_strings":["China International Exchange and Promotive Association for Medical and Health Care, Beijing, China","Shenzhen International Graduate School, Tsinghua University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"China International Exchange and Promotive Association for Medical and Health Care, Beijing, China","institution_ids":[]},{"raw_affiliation_string":"Shenzhen International Graduate School, Tsinghua University, Shenzhen, China","institution_ids":["https://openalex.org/I3131625388","https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5100725681"],"corresponding_institution_ids":["https://openalex.org/I3131625388","https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":0.9064,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.7006079,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"127","issue":null,"first_page":"1","last_page":"6"},"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":0.9962999820709229,"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":0.9887999892234802,"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-retinopathy","display_name":"Diabetic retinopathy","score":0.9081864356994629},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.7014111280441284},{"id":"https://openalex.org/keywords/retinopathy","display_name":"Retinopathy","score":0.6468312740325928},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6425496339797974},{"id":"https://openalex.org/keywords/blindness","display_name":"Blindness","score":0.6065872311592102},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4601626396179199},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.4223797023296356},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4026726186275482},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.3951271176338196},{"id":"https://openalex.org/keywords/optometry","display_name":"Optometry","score":0.3913896083831787},{"id":"https://openalex.org/keywords/endocrinology","display_name":"Endocrinology","score":0.08953586220741272}],"concepts":[{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.9081864356994629},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.7014111280441284},{"id":"https://openalex.org/C2778313320","wikidata":"https://www.wikidata.org/wiki/Q550455","display_name":"Retinopathy","level":3,"score":0.6468312740325928},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6425496339797974},{"id":"https://openalex.org/C2780929884","wikidata":"https://www.wikidata.org/wiki/Q737460","display_name":"Blindness","level":2,"score":0.6065872311592102},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4601626396179199},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.4223797023296356},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4026726186275482},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.3951271176338196},{"id":"https://openalex.org/C119767625","wikidata":"https://www.wikidata.org/wiki/Q618211","display_name":"Optometry","level":1,"score":0.3913896083831787},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.08953586220741272}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cisp-bmei53629.2021.9624352","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei53629.2021.9624352","pdf_url":null,"source":{"id":"https://openalex.org/S4363605805","display_name":"2021 14th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 14th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G2586106073","display_name":null,"funder_award_id":"2018YFC2001100,2018YFC0116800","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1969496006","https://openalex.org/W2124521298","https://openalex.org/W2194775991","https://openalex.org/W2502390809","https://openalex.org/W2575748305","https://openalex.org/W2626629100","https://openalex.org/W2919733445","https://openalex.org/W2944090748","https://openalex.org/W2983395335","https://openalex.org/W3083129678","https://openalex.org/W3084156874","https://openalex.org/W3086928989","https://openalex.org/W3095552923","https://openalex.org/W3112010173","https://openalex.org/W3120995853","https://openalex.org/W3122142535","https://openalex.org/W3134954165","https://openalex.org/W3152874082","https://openalex.org/W3153269070","https://openalex.org/W3153976901","https://openalex.org/W3174384244","https://openalex.org/W3190135884","https://openalex.org/W3196736930","https://openalex.org/W6739616650"],"related_works":["https://openalex.org/W1980571360","https://openalex.org/W4237698013","https://openalex.org/W4249730947","https://openalex.org/W2401657978","https://openalex.org/W2042797887","https://openalex.org/W3046286921","https://openalex.org/W4388065772","https://openalex.org/W3176448898","https://openalex.org/W2429379476","https://openalex.org/W4361800274"],"abstract_inverted_index":{"Diabetic":[0,43],"retinopathy":[1,37,57,133,149],"is":[2,50,63,89,120],"a":[3,31,114,127,135],"prevalent":[4],"diabetic":[5,56,72,78,132,148],"complication":[6],"that":[7,96],"can":[8,18],"cause":[9],"blindness.":[10],"Early":[11],"screening":[12],"and":[13,55,105,134],"diagnosis":[14,34],"of":[15,23,65,71,140],"the":[16,21,67,87,98,111,145],"eye":[17],"help":[19,97],"reduce":[20,106],"chances":[22],"visual":[24],"impairment.":[25],"In":[26,60],"this":[27],"paper,":[28],"we":[29],"propose":[30],"computer":[32],"aided":[33],"method":[35],"for":[36,144],"evaluation":[38],"referred":[39],"to":[40,52,76,91,93,122,130,142],"as":[41],"Automated":[42],"Retinopathy":[44],"Screening":[45],"Net":[46],"(ADRS-Net).":[47],"This":[48],"network":[49],"able":[51,90,121],"identify":[53],"healthy":[54],"fundus":[58,153],"images.":[59,154],"addition,":[61],"it":[62],"capable":[64],"identifying":[66],"different":[68,147],"severity":[69,150],"levels":[70,151],"retinopathy,":[73],"from":[74],"non-proliferative":[75],"proliferative":[77],"retinopathy.":[79],"The":[80,117],"residual":[81],"non-local":[82],"attention":[83],"mechanism":[84],"integrated":[85],"into":[86],"ADRS-Net":[88],"attend":[92],"informative":[94],"regions":[95],"decision-making":[99],"process,":[100],"improve":[101],"computation":[102],"time":[103],"efficiency,":[104],"model":[107,112,119],"complexity.":[108],"We":[109],"evaluated":[110],"on":[113],"public":[115],"dataset.":[116],"proposed":[118],"outperform":[123],"existing":[124],"methods":[125],"with":[126],"98.5%":[128],"accuracy":[129],"diagnose":[131],"Quadratic":[136],"Weighted":[137],"Kappa":[138],"score":[139],"90.5%":[141],"screen":[143],"five":[146],"in":[152]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}