Search Results - "Deperlioglu, Omer"

An enhanced diabetic retinopathy detection and classification approach using deep convolutional neural network by Jude, Hemanth D, Deperlioglu Omer, Kose Utku

“…The objective of this study is to propose an alternative, hybrid solution method for diagnosing diabetic retinopathy from retinal fundus images. In detail, the…”
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Determining optimum carob powder adsorbtion for cleaning wastewater: intelligent optimization with electro-search algorithm by Gezer, Bahdisen, Kose, Utku, Zubov, Dmytro, Deperlioglu, Omer, Vasant, Pandian

“…In this study, effective and fast removal efficiency of carob powder (as an absorbent material from liquid phase) was investigated by focusing on the dangerous…”
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The effectiveness and experiences of blended learning approaches to computer programming education by Deperlioglu, Omer, Kose, Utku

“…At the nexus of education and technology, blended learning is growing rapidly. Integrating face‐to‐face and online learning, blending can enhance learning and…”
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An augmented reality-supported mobile application for diagnosis of heart diseases by Hemanth, Jude D., Kose, Utku, Deperlioglu, Omer, de Albuquerque, Victor Hugo C.

“…Nowadays, it is important to design and develop effective applications for improving solution experiences in the fields associated with studies of biomedical…”
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RETRACTED ARTICLE: An enhanced diabetic retinopathy detection and classification approach using deep convolutional neural network by Hemanth, D. Jude, Deperlioglu, Omer, Kose, Utku

“…The objective of this study is to propose an alternative, hybrid solution method for diagnosing diabetic retinopathy from retinal fundus images. In detail, the…”
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Heart sound classification with signal instant energy and stacked autoencoder network by Deperlioglu, Omer

“…[Display omitted] •Denoising, segmentation, and classification are the basic technologies used in the analysis of heart sound signals.•These processes are both…”
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Classification of segmented heart sounds with Artificial Neural Networks by Deperlioğlu,Ömer

“…Nowadays heart diseases are the first cause of human deaths. For this reason, many studies have been carried out to reduce early diagnosis and death of heart…”
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Retraction Note: An enhanced diabetic retinopathy detection and classification approach using deep convolutional neural network by Hemanth, D. Jude, Deperlioglu, Omer, Kose, Utku

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Diagnosis of heart diseases by a secure Internet of Health Things system based on Autoencoder Deep Neural Network by Deperlioglu, Omer, Kose, Utku, Gupta, Deepak, Khanna, Ashish, Sangaiah, Arun Kumar

“…Objective of this study is to introduce a secure IoHT system, which acts as a clinical decision support system with the diagnosis of cardiovascular diseases…”
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Explainable framework for Glaucoma diagnosis by image processing and convolutional neural network synergy: Analysis with doctor evaluation by Deperlioglu, Omer, Kose, Utku, Gupta, Deepak, Khanna, Ashish, Giampaolo, Fabio, Fortino, Giancarlo

“…Glaucoma causes blindness in long-time untreated cases. So, its early diagnosis is very important. Moving from that, there have been lots of Deep Learning…”
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Adaptive fuzzy logic controller for DC–DC converters by Elmas, Cetin, Deperlioglu, Omer, Sayan, Hasan Huseyin

“…This paper introduces a complete design method to construct an adaptive fuzzy logic controller (AFLC) for DC–DC converter. In a conventional fuzzy logic…”
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An educational tool for artificial neural networks by Deperlioglu, Omer, Kose, Utku

“…In this study, an educational tool, which can be used to work on different kinds of neural network models and learn fundamentals of the artificial neural…”
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Diagnosis of Diabetic Retinopathy by Using Image Processing and Convolutional Neural Network by Deperlioglu, Omer, Kose, Utku

“…Diabetic retinopathy is a serious eye disease that originates from diabetes mellitus and is the most common cause of blindness in the developed countries. This…”
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Classification of heart sounds with re-sampled energy method by Deperlioglu, Omer

“…Due to the high number of heart diseases in the world and the increasing number of deaths resulting from them, the studies about early diagnosis of heart…”
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Electro-Search Algorithm and Autoencoder Based Recurrent Neural Network for Practical Medical Diagnosis by Kose, Utku, Deperlioglu, Omer

“…Nowadays, neural networks have a remarkable importance for medical applications. Because of their advantages such as dealing changing amount of data and…”
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Practical Method for the Underwater Image Enhancement with Adjusted CLAHE by Deperlioglu, Omer, Kose, Utku

“…Due to the nature of the underwater, underwater images are generally low quality. Therefore, some image enhancement methods are used for clarifying colours,…”
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Diagnosis of Diabetes by Using Deep Neural Network by DeperliOglu, Omer, Kose, Utku

“…The basis for the determination of diabetes mellitus is the classification studies that constitute the infrastructure of clinical decision support systems. The…”
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Diagnogsis of Diabetic Retinopathy Using Image Processing and Convolutional Neural Network by Deperlioglu, Omer, Kose, Utku

“…Diabetic retinopathy is a serious eye disease that originates from diabetes mellitus and is the most common cause of blindness in the developed countries. This…”
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Diagnogsis of Diabete mellitus Using Deep Neural Network by Deperlioglu, Omer, Kose, Utku

“…The basis for the determination of diabetes mellitus is the classification studies that constitute the infrastructure of clinical decision support systems. The…”
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Diabetes Determination Using Retraining Neural Network by DEPERLIOGLU, Omer, KOSE, Utku

“…It is insulin that allows sugar to enter the cell and be stored in the cell as glycogen in the human body. Diabetes is a disease that occurs when the pancreas…”
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