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Murat Ceylan

Observed names: CEYLAN, MURAT, CEYLAN, Murat, Ceylan, Murat, M. Ceylan, MURAT CEYLAN, Murat CEYLAN
ORCID: 0000-0001-6503-9668
Observed ORCID: 0000-0001-6503-9668
OpenAlex ID: A5022115380
A novel comparative study for detection of Covid-19 on CT lung images using texture analysis, machine learning, and deep learning methods
2020 · Huseyin Yasar, Murat Ceylan · Multimedia Tools and Applications · 78
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Concrete compressive strength detection using image processing based new test method
2017 · Gamze Dogan, Musa Hakan Arslan, et al. · Measurement · 55
Fuzzy clustering complex-valued neural network to diagnose cirrhosis disease
2011 · Rahime Ceylan, Murat Ceylan, et al. · Expert Systems with Applications · 41
Classification of carotid artery Doppler signals in the early phase of atherosclerosis using complex-valued artificial neural network
2005 · Murat Ceylan, Rahime Ceylan, et al. · Computers in Biology and Medicine · 40
Health status detection of neonates using infrared thermography and deep convolutional neural networks
2019 · Ahmet Haydar Ornek, Murat Ceylan, et al. · Infrared Physics & Technology · 37
Application of complex discrete wavelet transform in classification of Doppler signals using complex-valued artificial neural network
2008 · Murat Ceylan, Rahime Ceylan, et al. · Artificial Intelligence in Medicine · 37
Comparison of Traditional Transformations for Data Augmentation in Deep Learning of Medical Thermography
2019 · Ahmet Haydar Ornek, Murat Ceylan · International Conference on Telecommunications and Signal Processing (TSP) · 35
A new deep learning pipeline to detect Covid-19 on chest X-ray images using local binary pattern, dual tree complex wavelet transform and convolutional neural networks
2020 · Huseyin Yasar, Murat Ceylan · Applied Intelligence · 34
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Estimation of flexural capacity of quadrilateral FRP-confined RC columns using combined artificial neural network
2012 · Mehmet Alpaslan Köroğlu, Murat Ceylan, et al. · Engineering Structures · 31
A novel method for lung segmentation on chest CT images: complex-valued artificial neural network with complex wavelet transform
2010 · MURAT CEYLAN, YÜKSEL ÖZBAY, et al. · TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES · 30
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Prediction of force reduction factor (R) of prefabricated industrial buildings using neural networks
2007 · M. Hakan Arslan, Murat Ceylan, et al. · STRUCTURAL ENGINEERING AND MECHANICS · 30
A new application area of ANN and ANFIS: determination of earthquake load reduction factor of prefabricated industrial buildings
2008 · M. Ceylan, M. H. Arslan, et al. · Civil Engineering and Environmental Systems · 25
Complex-valued wavelet artificial neural network for Doppler signals classifying
2007 · Yüksel Özbay, Sadık Kara, et al. · Artificial Intelligence in Medicine · 24
Effects of window types on classification of carotid artery Doppler signals in the early phase of atherosclerosis using complex-valued artificial neural network
2006 · Yüksel Özbay, Murat Ceylan · Computers in Biology and Medicine · 22
Segmentation of Retinal Blood Vessel Using Gabor Filter and Extreme Learning Machines
2018 · Muhammet Fatih Aslan, Murat Ceylan, et al. · International Artificial Intelligence and Data Processing Symposium (IDAP) · 18
A Comparison of Various Fusion Methods for CT and MR Liver Images
2017 · Saim Ervural, Murat Ceylan · Journal of Image and Graphics · 18
Blood vessel extraction from retinal images using Complex Wavelet Transform and Complex-Valued Artificial Neural Network
2013 · Murat Ceylan, Huseyin Yacar · International Conference on Telecommunications and Signal Processing (TSP) · 18
CodCAM: A new ensemble visual explanation for classification of medical thermal images
2023 · Ahmet Haydar Ornek, Murat Ceylan · Quantitative InfraRed Thermography Journal · 17
A novel approach for automatic blood vessel extraction in retinal images: complex ripplet-I transform and complex valued artificial neural network
2016 · Murat CEYLAN, Hüseyin YAŞAR · TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES · 17
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Explainable Artificial Intelligence (XAI): Classification of Medical Thermal Images of Neonates Using Class Activation Maps
2021 · Ahmet H. Ornek, Murat Ceylan · Traitement du signal · 15
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Deep Learning–Based Approaches to Improve Classification Parameters for Diagnosing COVID-19 from CT Images
2021 · Huseyin Yasar, Murat Ceylan · Cognitive Computation · 15
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Statistical Feature Extraction Based on an Ann Approach for Estimating the Compressive Strength of Concrete
2015 · Gamze Doğan, Musa Hakan Arslan, et al. · Neural Network World · 15
Determining Earthquake Performances Of Existing Reinforced Concrete Buildings By Using Ann
2015 · Arslan, Musa H., Ceylan, Murat, et al. · Zenodo (CERN European Organization for Nuclear Research) · 13
Effects of the deep learning-based super-resolution method on thermal image classification applications
2022 · Fatih Mehmet Senalp, Murat Ceylan · Multimedia Tools and Applications · 12
Convolutional Neural Networks-Based Approach to Detect Neonatal Respiratory System Anomalies with Limited Thermal Image
2021 · Saim Ervural, Murat Ceylan · Traitement du signal · 12
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Works count: 125
Citation count: 997
H-index: 17
I10-index: 31
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