ISSN: 1683-3198
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e-ISSN: 2309-4524
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DOI: 10.34028/iajit
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The International Arab Journal of Information Technology
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Statistics
Retina Disorders Classification via OCT Scan: A Comparative Study between Self-Supervised Learning and Transfer Learning
Saeed Shurrab,Yazan Shannak,Rehab Duwairi
#OCT images
#retina disorders
#self-supervised learning
#transfer learning
#resnet34
93
Abdullah Aljumah and Mohammad Siddiqui
#
Detection of Neovascularization in Proliferative Diabetic Retinopathy Fundus Images
Abstract: Neovascularization is a serious visual consequence disease arising from Proliferative Diabetic Retinopathy (PDR).
#Diabetic retinopathy
# neovascularization
# fuzzy C-means clustering
# compactness classifier
# feature extraction
# neural network
An Effective Sample Preparation Method for Diabetes Prediction
Abstract: Diabetes is a chronic disorder caused by metabolic malfunction in carbohydrate metabolism and it has become a
#Diabetes
# clustering
# classification
# K-means
# SVM
# sample preparation
An Optimized and Efficient Radial Basis Neural Network using Cluster Validity Index for Diabetes
Classification
#Radial basis function networks
# classification
# medical diagnosis
# diabetes
# optimal number of clusters
# genetic algorithm
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