Impact of CLAHE-based image enhancement for diabetic retinopathy classification through deep learning

M Hayati, K Muchtar, N Maulina, I Syamsuddin… - Procedia Computer …, 2023 - Elsevier
Diabetic retinopathy (DR) is a type of diabetes mellitus that attacks the retina of the eye. DR
will cause patients to experience blindness slowly. Generally, DR can be detected by using …

Klasifikasi penyakit mata menggunakan Convolutional Neural Network dengan arsitektur VGG-19

D Marcella, Y Yohannes, S Devella - Jurnal Algoritme, 2022 - jurnal.mdp.ac.id
Penelitian ini mengangkat topik terkait dengan klasifikasi dengan menggunakan objek
penyakit mata pada manusia. Penelitian ini menggunakan dua pilihan optimizer yaitu SGD …

DETEKSI PENYAKIT RETINOPATI DIABETES MENGGUNAKAN CITRA MATA DENGAN IMPLEMENTASI DEEP LEARNING CNN

Z Muhammad, RA Saputra - Jurnal Teknoinfo, 2024 - ejurnal.teknokrat.ac.id
Diabetes merupakan salah satu jenis penyakit yang paling umum terjadi di Indonesia. Salah
satu penyebab utama terjadinya penyakit ini yaitu meningkatnya kadar gula darah atau …

Cat breeds classification using compound model scaling convolutional neural networks.

T Karlita, NA Choirunisa, R Asmara… - … Conference on Applied …, 2022 - atlantis-press.com
Cats are one of the most popular animals in the world. Many cat breeds in the world are only
about 1%. Therefore, most are dominated by mixed cats or domestic cats. Nevertheless …

Classification of Diabetic Retinopathy Severity Using Deep Learning Techniques on Retinal Images

A Aruna Kumari, A Bhagat… - Cybernetics and …, 2024 - Taylor & Francis
In order to diagnose DR by utilizing the grayscale intensity and texture information extracted
from the fundus image, deep learning approach is used. The writers came up with the …

Optimizer analysis on efficient-net architecture for Alzheimer's classification based on magnetic resonance imaging (MRI)

YF Pranata, R Magdalena, NKC Pratiwi - AIP Conference Proceedings, 2023 - pubs.aip.org
Alzheimer's can permanently destroy brain cells that are involved in memory and thinking
ability. Alzheimer's is a neurological disease that has a major influence on sufferers' life …

Classification of Diabetic Retinopathy Based on Fundus Image Using InceptionV3

AE Minarno, AD Bagaskara, F Bimantoro… - … : International Journal on …, 2025 - joiv.org
Diabetic Retinopathy (DR) is a progressive eye condition that can lead to blindness,
particularly affecting individuals with diabetes. It is commonly diagnosed through the …

Klasifikasi diabetic retinopathy berbasis pengolahan citra fundus dan deep learning

SH Abdullah, R Magdalena… - Journal of Electrical and …, 2022 - ojs.uma.ac.id
Retinopati Diabetik merupakan salah satu penyakit pada retina mata yang disebabkan oleh
adanya komplikasi pada penyakit diabetes di mana terdapat kerusakan pembuluh darah …

Diabetic retinopathy detection using deep convolutional neural network with visualization of guided grad-CA

RH Paradisa, A Bustamam, AA Victor… - … of Computer and …, 2021 - ieeexplore.ieee.org
One of the complications of diabetes that represents a serious threat to world health is
Diabetic Retinopathy (DR). High blood sugar levels in people with diabetes can damage the …

PERBANDINGAN NILAI AKURASI MODEL MACHINE LEARNING ANTARA ARSITEKTUR MOBILENETV2 DAN XCEPTION PADA SISTEM KLASIFIKASI SAMPAH

K Rian - 2023 - digilib.unila.ac.id
Sampah yang dihasilkan setiap hari dapat menjadi masalah karena beberapa jenis sampah
sulit untuk terurai sehingga dapat mencemari lingkungan. Sampah yang berpotensi dapat …