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Umut Özkaya

Observed names: Ozkaya, Umut, UMUT Özkaya, Umut Ozkaya, Umut ÖZKAYA, ÖZKAYA, UMUT, Özkaya, Umut
ORCID: 0000-0002-9244-0024
Observed ORCID: 0000-0002-9244-0024
OpenAlex ID: A5085971317
Coronavirus (COVID-19) Classification using CT Images by Machine Learning Methods
2020 · Barstugan, Mucahid, Ozkaya, Umut, et al. · arXiv (Cornell University) · 449
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Coronavirus (COVID-19) Classification Using Deep Features Fusion and Ranking Technique
2020 · Umut Özkaya, Şaban Öztürk, et al. · Studies in big data · 202
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Classification of Coronavirus ( COVID ‐19) from X‐ray and CT images using shrunken features
2020 · Şaban Öztürk, Umut Özkaya, et al. · International Journal of Imaging Systems and Technology · 155
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Skin Lesion Segmentation with Improved Convolutional Neural Network
2020 · Şaban Öztürk, Umut Özkaya · Journal of Imaging Informatics in Medicine · 146
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Residual LSTM layered CNN for classification of gastrointestinal tract diseases
2020 · Şaban Öztürk, Umut Özkaya · Journal of Biomedical Informatics · 118
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GPR B scan image analysis with deep learning methods
2020 · Umut Ozkaya, Farid Melgani, et al. · Measurement · 89
Gastrointestinal tract classification using improved LSTM based CNN
2020 · Şaban Öztürk, Umut Özkaya · Multimedia Tools and Applications · 83
Fine-Tuning Models Comparisons on Garbage Classification for Recyclability
2019 · Ozkaya, Umut, Seyfi, Levent · arXiv (Cornell University) · 70
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Dimension Optimization of Microstrip Patch Antenna in X/Ku Band via Artificial Neural Network
2015 · Umut Ozkaya, Levent Seyfi · Procedia - Social and Behavioral Sciences · 64
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Residual CNN + Bi-LSTM model to analyze GPR B scan images
2020 · Umut Özkaya, Şaban Öztürk, et al. · Automation in Construction · 59
Automatic Detection of Power Quality Disturbance Using Convolutional Neural Network Structure with Gated Recurrent Unit
2021 · Enes Yiğit, Umut Özkaya, et al. · Mobile Information Systems · 57
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A miniaturized folded square split ring resonator cell based dual band polarization insensitive metamaterial absorber for C- and Ku-band applications
2023 · Mohammed Berka, Umut Özkaya, et al. · Optical and Quantum Electronics · 46
Classification of COVID-19 in Chest CT Images using Convolutional Support Vector Machines
2020 · Özkaya, Umut, Öztürk, Şaban, et al. · arXiv (Cornell University) · 36
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Convolution Kernel Size Effect on Convolutional Neural Network in Histopathological Image Processing Applications
2018 · Saban Ozturk, Umut Ozkaya, et al. · International Symposium on Fundamentals of Electrical Engineering · 31
Sugar beet farming goes high-tech: a method for automated weed detection using machine learning and deep learning in precision agriculture
2023 · Fatma Nur Ortatas, Umut Ozkaya, et al. · Neural Computing and Applications · 26
Deep dictionary learning application in GPR B-scan images
2018 · Umut Ozkaya, Levent Seyfi · Signal Image and Video Processing · 24
RETRACTED ARTICLE: A comparative study on parameters of leaf-shaped patch antenna using hybrid artificial intelligence network models
2016 · Umut Ozkaya, Levent Seyfi · Neural Computing and Applications · 19
The classification of eye diseases from fundus images based on CNN and pretrained models
2024 · Samir Benbakreti, Soumia Benbakreti, et al. · Acta Polytechnica · 18
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Comparative Regression Analysis for Estimating Resonant Frequency of C-Like Patch Antennas
2021 · Umut Özkaya, Enes Yiğit, et al. · Mathematical Problems in Engineering · 17
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CucuNetCNNs: Application of novel ensemble deep neural networks for classification of cucumber leaf disease
2025 · Muhammet Emin Sahin, Umut Özkaya, et al. · Ain Shams Engineering Journal · 16
Determination of the Amount of Grain in Silos With Deep Learning Methods Based on Radar Spectrogram Data
2021 · Huseyin Duysak, Umut Ozkaya, et al. · IEEE Transactions on Instrumentation and Measurement · 12
Makine Öğrenimi Tekniklerini Kullanarak SAR Görüntülemesinden Otomatik Hedef Tanıma (OHT)
2020 · Umut Ozkaya · European Journal of Science and Technology · 9
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Dimension optimization of multi-band microstrip antennas using deep learning methods
2021 · Umut Özkaya, Levent Seyfi, et al. · Pamukkale University Journal of Engineering Sciences · 8
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Gaussian Regression Models for Day-Level Forecasting of COVID-19 in European Countries
2021 · Umut Özkaya, Şaban Öztürk · Studies in computational intelligence · 7
Fused Deep Features Based Classification Framework for Covid-19 Classification With Optimized Mlp
2020 · Şaban ÖZTÜRK, Enes YİĞİT, et al. · Konya Journal of Engineering Sciences · 7
Works count: 49
Citation count: 1,804
H-index: 18
I10-index: 21
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