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Detection of Diabetic Retinopathy Using Hybrid InceptionResNetV2-KELM Method

Diabetic Retinopathy (DR) is a complication of Diabetes Mellitus (DM), both type 1 and type 2 DM. Based on its severity, DR is divided into mild DR, moderate DR, severe DR, and proliferative DR stages. Manual detection is difficult because there is a fairly small difference between normal and DR. Th...

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Autori principali: Musfiroh Musfiroh, Dian C Rini Novitasari, Lutfi Hakim, Adelia Damayanti, Dina Zatusiva Haq, Siti Nur Aisah
Natura: Artigo
Lingua:Inglês
Pubblicazione: Politeknik Negeri Batam 2026-02-01
Serie:Journal of Applied Informatics and Computing
Soggetti:
convolutional neural network (cnn)
diabetes mellitus
diabetic retinopathy
inceptionresnetv2
kernel extrem learning machine (kelm)
Accesso online:https://jurnal.polibatam.ac.id/index.php/JAIC/article/view/11967
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