{"id":"https://openalex.org/W7136335544","doi":"https://doi.org/10.1016/j.bspc.2026.110026","title":"DRD-ViT: A dual-scale hybrid vision transformer with convolutional embedding for robust diabetic retinopathy detection in fundus images","display_name":"DRD-ViT: A dual-scale hybrid vision transformer with convolutional embedding for robust diabetic retinopathy detection in fundus images","publication_year":2026,"publication_date":"2026-03-16","ids":{"openalex":"https://openalex.org/W7136335544","doi":"https://doi.org/10.1016/j.bspc.2026.110026"},"language":"en","primary_location":{"id":"doi:10.1016/j.bspc.2026.110026","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.bspc.2026.110026","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biomedical Signal Processing and Control","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/A5129400130","display_name":"Abini M.A.","orcid":null},"institutions":[{"id":"https://openalex.org/I119668213","display_name":"Karunya University","ror":"https://ror.org/03k23nv15","country_code":"IN","type":"education","lineage":["https://openalex.org/I119668213"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Abini M.A.","raw_affiliation_strings":["Department of Electronics and Communication, Karunya Institute of Technology and Sciences, Coimbatore, India"],"raw_orcid":"https://orcid.org/0009-0005-2419-7770","affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication, Karunya Institute of Technology and Sciences, Coimbatore, India","institution_ids":["https://openalex.org/I119668213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029843703","display_name":"S. Sridevi Sathya Priya","orcid":"https://orcid.org/0000-0001-9356-6721"},"institutions":[{"id":"https://openalex.org/I119668213","display_name":"Karunya University","ror":"https://ror.org/03k23nv15","country_code":"IN","type":"education","lineage":["https://openalex.org/I119668213"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Sridevi Sathya Priya","raw_affiliation_strings":["Department of Electronics and Communication, Karunya Institute of Technology and Sciences, Coimbatore, India"],"raw_orcid":"https://orcid.org/0000-0001-9356-6721","affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication, Karunya Institute of Technology and Sciences, Coimbatore, India","institution_ids":["https://openalex.org/I119668213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5129400130"],"corresponding_institution_ids":["https://openalex.org/I119668213"],"apc_list":{"value":2420,"currency":"USD","value_usd":2420},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.47370813,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"120","issue":null,"first_page":"110026","last_page":"110026"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9782000184059143,"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":0.9782000184059143,"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":0.008999999612569809,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.0010999999940395355,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.774399995803833},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5717999935150146},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5371000170707703},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.49079999327659607},{"id":"https://openalex.org/keywords/diabetic-retinopathy","display_name":"Diabetic retinopathy","score":0.4697999954223633},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4593000113964081},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.4438999891281128},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.4198000133037567}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8373000025749207},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.774399995803833},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7574999928474426},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5717999935150146},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5371000170707703},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.49079999327659607},{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.4697999954223633},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4593000113964081},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.4438999891281128},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.423799991607666},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.4198000133037567},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.41130000352859497},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.39649999141693115},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.364300012588501},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.32589998841285706},{"id":"https://openalex.org/C126537357","wikidata":"https://www.wikidata.org/wiki/Q372948","display_name":"Hue","level":2,"score":0.29280000925064087},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.27970001101493835},{"id":"https://openalex.org/C2778924833","wikidata":"https://www.wikidata.org/wiki/Q7064603","display_name":"Novelty detection","level":3,"score":0.2768999934196472},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.2694000005722046},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.25859999656677246}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.bspc.2026.110026","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.bspc.2026.110026","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biomedical Signal Processing and Control","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W2047865602","https://openalex.org/W2238261330","https://openalex.org/W2772246530","https://openalex.org/W2791011305","https://openalex.org/W2945853474","https://openalex.org/W3136215056","https://openalex.org/W3136354122","https://openalex.org/W4210254929","https://openalex.org/W4220862900","https://openalex.org/W4283800889","https://openalex.org/W4313524270","https://openalex.org/W4315977407","https://openalex.org/W4324357630","https://openalex.org/W4362466198","https://openalex.org/W4383753158","https://openalex.org/W4384521583","https://openalex.org/W4384557718","https://openalex.org/W4386126669","https://openalex.org/W4387885883","https://openalex.org/W4388126035","https://openalex.org/W4389371814","https://openalex.org/W4389961303","https://openalex.org/W4391943172","https://openalex.org/W4392125139","https://openalex.org/W4392406184","https://openalex.org/W4392502787","https://openalex.org/W4393186231","https://openalex.org/W4394693378","https://openalex.org/W4397008135","https://openalex.org/W4399052775","https://openalex.org/W4399978698","https://openalex.org/W4400299443","https://openalex.org/W4403125140","https://openalex.org/W4403680633","https://openalex.org/W4404689482","https://openalex.org/W4406215939","https://openalex.org/W4406653497","https://openalex.org/W4408156960","https://openalex.org/W4408958647","https://openalex.org/W4409102690"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-30T09:15:22.047038","created_date":"2026-03-17T00:00:00"}
