{"id":"https://openalex.org/W4383746218","doi":"https://doi.org/10.1109/memea57477.2023.10171958","title":"DDNet: Diabetic Retinopathy Detection System Using Skip Connection-based Upgraded Feature Block","display_name":"DDNet: Diabetic Retinopathy Detection System Using Skip Connection-based Upgraded Feature Block","publication_year":2023,"publication_date":"2023-06-14","ids":{"openalex":"https://openalex.org/W4383746218","doi":"https://doi.org/10.1109/memea57477.2023.10171958"},"language":"en","primary_location":{"id":"doi:10.1109/memea57477.2023.10171958","is_oa":false,"landing_page_url":"https://doi.org/10.1109/memea57477.2023.10171958","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5006590671","display_name":"Ufaq Khan","orcid":"https://orcid.org/0009-0008-3264-6435"},"institutions":[{"id":"https://openalex.org/I4210113480","display_name":"Mohamed bin Zayed University of Artificial Intelligence","ror":"https://ror.org/0258gkt32","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210113480"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Ufaq Khan","raw_affiliation_strings":["Mohamed Bin Zayed University of Artificial Intelligence,Masdar City,Abu Dhabi,UAE","Mohamed Bin Zayed University of Artificial Intelligence, Masdar City, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mohamed Bin Zayed University of Artificial Intelligence,Masdar City,Abu Dhabi,UAE","institution_ids":["https://openalex.org/I4210113480"]},{"raw_affiliation_string":"Mohamed Bin Zayed University of Artificial Intelligence, Masdar City, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I4210113480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031946092","display_name":"Mustaqeem Khan","orcid":"https://orcid.org/0000-0002-8020-3590"},"institutions":[{"id":"https://openalex.org/I4210113480","display_name":"Mohamed bin Zayed University of Artificial Intelligence","ror":"https://ror.org/0258gkt32","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210113480"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Mustaqeem Khan","raw_affiliation_strings":["Mohamed Bin Zayed University of Artificial Intelligence,Masdar City,Abu Dhabi,UAE","Mohamed Bin Zayed University of Artificial Intelligence, Masdar City, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mohamed Bin Zayed University of Artificial Intelligence,Masdar City,Abu Dhabi,UAE","institution_ids":["https://openalex.org/I4210113480"]},{"raw_affiliation_string":"Mohamed Bin Zayed University of Artificial Intelligence, Masdar City, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I4210113480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110303029","display_name":"Abdulmotaleb El-Saddik","orcid":null},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]},{"id":"https://openalex.org/I4210113480","display_name":"Mohamed bin Zayed University of Artificial Intelligence","ror":"https://ror.org/0258gkt32","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210113480"]}],"countries":["AE","CA"],"is_corresponding":false,"raw_author_name":"Abdulmotaleb Elsaddik","raw_affiliation_strings":["Mohamed Bin Zayed University of Artificial Intelligence,Masdar City,Abu Dhabi,UAE","Mohamed Bin Zayed University of Artificial Intelligence, Masdar City, Abu Dhabi, UAE","School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mohamed Bin Zayed University of Artificial Intelligence,Masdar City,Abu Dhabi,UAE","institution_ids":["https://openalex.org/I4210113480"]},{"raw_affiliation_string":"Mohamed Bin Zayed University of Artificial Intelligence, Masdar City, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I4210113480"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036560577","display_name":"Wail Gueaieb","orcid":"https://orcid.org/0000-0001-6490-4648"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]},{"id":"https://openalex.org/I4210113480","display_name":"Mohamed bin Zayed University of Artificial Intelligence","ror":"https://ror.org/0258gkt32","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210113480"]}],"countries":["AE","CA"],"is_corresponding":false,"raw_author_name":"Wail Gueaieb","raw_affiliation_strings":["Mohamed Bin Zayed University of Artificial Intelligence,Masdar City,Abu Dhabi,UAE","Mohamed Bin Zayed University of Artificial Intelligence, Masdar City, Abu Dhabi, UAE","School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mohamed Bin Zayed University of Artificial Intelligence,Masdar City,Abu Dhabi,UAE","institution_ids":["https://openalex.org/I4210113480"]},{"raw_affiliation_string":"Mohamed Bin Zayed University of Artificial Intelligence, Masdar City, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I4210113480"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I153718931"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.6443,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.96809519,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9836000204086304,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9778000116348267,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/diabetic-retinopathy","display_name":"Diabetic retinopathy","score":0.7501436471939087},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.685804009437561},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.6262112259864807},{"id":"https://openalex.org/keywords/connection","display_name":"Connection (principal bundle)","score":0.5690001249313354},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5384324789047241},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.19724217057228088},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.13787317276000977},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12572473287582397}],"concepts":[{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.7501436471939087},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.685804009437561},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.6262112259864807},{"id":"https://openalex.org/C13355873","wikidata":"https://www.wikidata.org/wiki/Q2920850","display_name":"Connection (principal bundle)","level":2,"score":0.5690001249313354},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5384324789047241},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.19724217057228088},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.13787317276000977},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12572473287582397},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/memea57477.2023.10171958","is_oa":false,"landing_page_url":"https://doi.org/10.1109/memea57477.2023.10171958","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.6899999976158142,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1565147430","https://openalex.org/W1985390817","https://openalex.org/W1989786678","https://openalex.org/W2001955655","https://openalex.org/W2005394924","https://openalex.org/W2024978699","https://openalex.org/W2058914116","https://openalex.org/W2127322315","https://openalex.org/W2132519114","https://openalex.org/W2170498677","https://openalex.org/W2340293050","https://openalex.org/W2566705995","https://openalex.org/W2574191941","https://openalex.org/W2589037250","https://openalex.org/W2766116723","https://openalex.org/W2772615650","https://openalex.org/W2776192737","https://openalex.org/W2790946925","https://openalex.org/W2798512483","https://openalex.org/W2893989121","https://openalex.org/W2987082624","https://openalex.org/W3025283958","https://openalex.org/W3097540198","https://openalex.org/W3126755857","https://openalex.org/W3134164808","https://openalex.org/W4210826613","https://openalex.org/W4224242015","https://openalex.org/W4288732478","https://openalex.org/W6684973207"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W587735977","https://openalex.org/W1978142926","https://openalex.org/W3157395178","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345"],"abstract_inverted_index":{"Diabetic":[0,129],"retinopathy":[1,41,92],"is":[2,60],"an":[3],"eye":[4,16],"disease":[5,49],"that":[6],"damages":[7],"the":[8,15,45,48,51,112,158],"retina":[9],"caused":[10],"by":[11,95],"diabetes.":[12],"It":[13],"affects":[14],"and":[17,66,76,120,140,161],"eventually":[18],"impairs":[19],"vision":[20],"either":[21],"completely":[22],"or":[23],"partially":[24],"due":[25],"to":[26,38,43,71,150],"sugar":[27],"levels.":[28],"Typically,":[29],"researchers":[30],"have":[31,70],"been":[32],"using":[33,103],"optical":[34],"disk":[35],"segmentation":[36],"methods":[37],"segment":[39],"diabetic":[40,91],"images":[42],"recognize":[44],"severity":[46],"of":[47,56],"on":[50,63,77],"infected":[52],"eye.":[53],"The":[54,108],"success":[55],"such":[57],"a":[58,78,86,104,128,148],"technique":[59],"heavily":[61],"dependent":[62],"highly":[64],"skilled":[65],"experienced":[67],"practitioners":[68],"who":[69],"perform":[72],"this":[73,82],"routine":[74],"manually":[75],"case-by-case":[79],"basis.":[80],"In":[81],"research,":[83],"we":[84,126],"investigate":[85],"deep":[87],"learning":[88,106],"methodology":[89],"for":[90],"early":[93],"diagnosis":[94],"combining":[96],"skip":[97],"connection":[98],"with":[99],"upgraded":[100],"feature":[101,121],"blocks":[102],"residual":[105],"strategy.":[107],"steps":[109],"included":[110],"in":[111],"proposed":[113,145],"method":[114],"are":[115],"data":[116],"collection,":[117],"pre-processing,":[118],"augmentation,":[119],"modeling.":[122],"For":[123],"experimental":[124],"evaluation,":[125],"use":[127],"Retinopathy":[130],"Gaussian-filtered":[131],"Kaggle":[132],"dataset,":[133],"which":[134,156],"includes":[135],"Normal,":[136],"Mild,":[137],"Moderate,":[138],"Severe,":[139],"Proliferative":[141],"fundus":[142],"images.":[143],"Our":[144],"approach":[146],"shows":[147],"3":[149],"6%":[151],"improvement":[152],"over":[153],"state-of-the-art":[154],"methods,":[155],"illustrates":[157],"model\u2019s":[159],"robustness":[160],"effectiveness.":[162]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
