Multiclass Diabetic Retinopathy Classification based on Low-Rank Adaptation

Diabetic retinopathy is a vision impairment associated with diabetes mellitus, a common medical condition. Retinographic imaging analysis of retinal fundus images is the predominant method of diagnosing this eye complication. Recent advances in deep learning show effectiveness in detecting diabetic...

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Autori principali: Sebastián Ferreria-Caballero, Diego P. Pinto-Roa, José Luis Vázquez Noguera, Jordan Ayala, Pastor Pérez-Estigarribia, Pedro E. Gardel-Sotomayor
Natura: Artigo
Lingua:Inglês
Pubblicazione: Centro Latinoamericano de Estudios en Informática 2025-09-01
Serie:CLEI Electronic Journal
Soggetti:
Low-Rank Adaptation
Diabetic Retinopathy
Multiclass Classificatino
Deep Learning
Accesso online:https://clei.org/cleiej/index.php/cleiej/article/view/791
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