Comparison of Complex-Valued Neural Network and Fuzzy Clustering Complex-Valued Neural Network for Load-Flow Analysis. - Murat Ceylan; Nurettin Çetinkaya; Rahime Ceylan; Yüksel Özbay (TAINN, 2005)

Complex-valued wavelet artificial neural network for Doppler signals classifying. - Yüksel Özbay; Sadik Kara; Fatma Latifoglu; Rahime Ceylan; Murat Ceylan (Artif. Intell. Medicine, 2007)

Classification of carotid artery Doppler signals in the early phase of atherosclerosis using complex-valued artificial neural network. - Murat Ceylan; Rahime Ceylan; Fatma Dirgenali; Sadik Kara; Yüksel Özbay (Comput. Biol. Medicine, 2007)

Effects of window types on classification of carotid artery Doppler signals in the early phase of atherosclerosis using complex-valued artificial neural network. - Yüksel Özbay; Murat Ceylan (Comput. Biol. Medicine, 2007)

Application of complex discrete wavelet transform in classification of Doppler signals using complex-valued artificial neural network. - Murat Ceylan; Rahime Ceylan; Yüksel Özbay; Sadik Kara (Artif. Intell. Medicine, 2008)

Fuzzy clustering complex-valued neural network to diagnose cirrhosis disease. - Rahime Ceylan; Murat Ceylan; Yüksel Özbay; Sadik Kara (Expert Syst. Appl., 2011)

Corrigendum to "Fuzzy clustering complex-valued neural network to diagnose cirrhosis disease" [Expert Systems with Applications 38 (2011) 9744-9751]. - Rahime Ceylan; Murat Ceylan; Yüksel Özbay; Sadik Kara (Expert Syst. Appl., 2011)

A New Method for 3D Thinning of Hybrid Shaped Porous Media Using Artificial Intelligence. Application to Trabecular Bone. - Rachid Jennane; Gabriel Aufort; Claude Laurent Benhamou; Murat Ceylan; Yüksel Özbay; Osman N. Uçan (J. Medical Syst., 2012)

Blood vessel extraction from retinal images using Complex Wavelet Transform and Complex-Valued Artificial Neural Network. - Murat Ceylan; Hüseyin Yasar (TSP, 2013)

A novel Lithium-Ion-Polymer battery model for hybrid/electric vehicles. - Murat Ceylan; Turev Sarikurt; Abdulkadir Balikci (ISIE, 2014)

An analytical battery state of health estimation method. - Turev Sarikurt; Murat Ceylan; Abdulkadir Balikci (ISIE, 2014)

Determining the number of tetrominoe orders for denoising applications performed by Tetrolet transform. - Murat Ceylan; Ayse Elif Ozturk (SIU, 2014)

Fusion and ANN based classification of liver focal lesions using phases in magnetic resonance imaging. - Ayse Elif Ozturk; Murat Ceylan (ISBI, 2015)

Investigation of image representation and denoising performances of real and complex valued fast finite shearlet transform. - Hüseyin Yasar; Murat Ceylan (SIU, 2015)

New approaches based on real and complex forms of ripplet-I transform for image analysis. - Hüseyin Yasar; Murat Ceylan (SIU, 2016)

A new method for extraction of image's features: Complex discrete Ripplet-II transform. - Hüseyin Yasar; Murat Ceylan (SIU, 2016)

Determination of benign and malign lesions by fusion of the different phases of liver MR. - Saim Ervural; Murat Ceylan (SIU, 2017)

A parametric battery state of health estimation method for electric vehicle applications. - Turev Sarikurt; Murat Ceylan; Abdulkadir Balikci (Turkish J. Electr. Eng. Comput. Sci., 2017)

Increasing lesion specificity with fusion of manually and automatically segmented liver MR images. - Saim Ervural; Murat Ceylan (SIU, 2018)

Thermal image analysis for neonatal intensive care units (First evaluation results). - Duygu Savasci; Murat Ceylan (SIU, 2018)

Comparison of Traditional Transformations for Data Augmentation in Deep Learning of Medical Thermography. - Ahmet Haydar Ornek; Murat Ceylan (TSP, 2019)

Classification of Medical Thermograms using Transfer Learning. - Ahmet Haydar Örnek; Murat Ceylan (SIU, 2020)

Explainable Features in Classification of Neonatal Thermograms. - Ahmet Haydar Örnek; Murat Ceylan (SIU, 2020)

Classification of Medical Thermograms Belonging Neonates by Using Segmentation, Feature Engineering and Machine Learning Algorithms. - Ahmet Haydar Ornek; Saim Ervural; Murat Ceylan; Murat Konak; Hanifi Soylu; Duygu Savasci (Traitement du Signal, 2020)

Comparison of Linear Discriminant Analysis, Support Vector Machines and Naive Bayes Methods in the Classification of Neonatal Hyperspectral Signatures. - Mücahit Cihan; Murat Ceylan (SIU, 2021)

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. - Hüseyin Yasar; Murat Ceylan (Appl. Intell., 2021)

A novel comparative study for detection of Covid-19 on CT lung images using texture analysis, machine learning, and deep learning methods. - Hüseyin Yasar; Murat Ceylan (Multim. Tools Appl., 2021)

Convolutional Neural Networks-Based Approach to Detect Neonatal Respiratory System Anomalies with Limited Thermal Image. - Saim Ervural; Murat Ceylan (Traitement du Signal, 2021)

Explainable Artificial Intelligence (XAI): Classification of Medical Thermal Images of Neonates Using Class Activation Maps. - Ahmet Haydar Örnek; Murat Ceylan (Traitement du Signal, 2021)

Deep Learning Based Super Resolution and Classification Applications for Neonatal Thermal Images. - Fatih M. Senalp; Murat Ceylan (Traitement du Signal, 2021)

Using Convolutional Neural Networks for Detecting Acrylamide in Biscuit Manufacturing Process. - Dilruba Topçuoglu; Berat Utkan Mentes; Nur Askin; Ayse Damla Sengul; Zeynep Deniz Cankut; Talip Akdemir; Murat Ayvaz; Elif Kurt; Ozge Erdohan; Tumay Temiz; Murat Ceylan (DATA, 2022)

Classification of neonatal diseases with limited thermal Image data. - Saim Ervural; Murat Ceylan (Multim. Tools Appl., 2022)

Medical thermograms' classification using deep transfer learning models and methods. - Ahmet Haydar Ornek; Murat Ceylan (Multim. Tools Appl., 2022)

Effects of the deep learning-based super-resolution method on thermal image classification applications. - Fatih Mehmet Senalp; Murat Ceylan (Multim. Tools Appl., 2022)

Performance Evaluation of Convolutional Segmentation Models with Human Hand Thermal Images (H2TI) Dataset. - Mahmut Çevik; Murat Ceylan (AIIIMA@MICCAI, 2023)

Evaluation of Deep Learning Models for Lower Extremity Muscle Segmentation in Thermal Imaging. - Mehmet Celalettin Ergene; Ahmet Bayrak; Mahmut Çevik; Murat Ceylan (AIIIMA@MICCAI, 2023)

Cloud environment-based super resolution application for thermal images using the new approach TSRGAN+ model. - Fatih Mehmet Senalp; Batuhan Orhan; Murat Ceylan (Multim. Tools Appl., 2023)

A novel study for automatic two-class COVID-19 diagnosis (between COVID-19 and Healthy, Pneumonia) on X-ray images using texture analysis and 2-D/3-D convolutional neural networks. - Hüseyin Yasar; Murat Ceylan (Multim. Syst., 2023)

The Effects of Balance and Strength on Thermal Heatmap. - Seyda Besnili; Ilayda Dinkul; Ahmet Bayrak; Mahmut Çevik; Murat Ceylan (AIIIMA, 2024)

Comparison of Architectures of Deep Learning-Based Segmentation in Lower Extremity Human Thermal Imaging. - Mete Can Yasar; Mahmut Çevik; Seyda Besnili; Murat Ceylan (AIIIMA, 2024)

IRSN: Involutional Residual Spectral Network for Hyperspectral Image Classification. - Mücahit Cihan; Murat Ceylan (IEEE Geosci. Remote. Sens. Lett., 2024)

HayCAMJ: A new method to uncover the importance of main filter for small objects in explainable artificial intelligence. - Ahmet Haydar Ornek; Murat Ceylan (Neural Comput. Appl., 2024)

A novel study to increase the classification parameters on automatic three-class COVID-19 classification from CT images, including cases from Turkey. - Hüseyin Yasar; Murat Ceylan; Hakan Cebeci; Abidin Kilinçer; Fikret Kanat; Mustafa Koplay (J. Exp. Theor. Artif. Intell., 2024)

Deep Learning-Based Approaches to Improve Classification Parameters for Diagnosing COVID-19 from CT Images. - Hüseyin Yasar; Murat Ceylan (Cogn. Comput., 2024)

Involution-based HarmonyNet: An efficient hyperspectral imaging model for automatic detection of neonatal health status. - Mücahit Cihan; Murat Ceylan; Murat Konak; Hanifi Soylu (Biomed. Signal Process. Control., 2025)

HybridCISN: Integrating 2D/3D convolutions and involutions with hyperspectral imaging and blood biomarkers for neonatal disease detection. - Mücahit Cihan; Murat Ceylan (Comput. Electr. Eng., 2025)