Murat Ceylan - RankMe

48 papers C 1Journal 25Unranked 22

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	HybridCISN: Integrating 2D/3D convolutions and involutions with hyperspectral imaging and blood biomarkers for neonatal disease detection. Comput. Electr. Eng. Mücahit Cihan, Murat Ceylan
2025	J	`jnl`	Involution-based HarmonyNet: An efficient hyperspectral imaging model for automatic detection of neonatal health status. Biomed. Signal Process. Control. Mücahit Cihan, Murat Ceylan, Murat Konak, Hanifi Soylu
2025	—	`conf`	Multi-view Thermal Breast Imaging for Malignancy Detection: Performance Benchmarking of CNN, Transformer, and Involution Architectures. AIIIMA Mücahit Cihan, Murat Ceylan
2025	—	`conf`	Thermal Asymmetry in Football Players Following Ankle Injury: Findings Related to Training Load. AIIIMA Ahmet Bayrak, Mahmut Çevik, Murat Ceylan
2024	J	`jnl`	A novel study to increase the classification parameters on automatic three-class COVID-19 classification from CT images, including cases from Turkey. J. Exp. Theor. Artif. Intell. Hüseyin Yasar, Murat Ceylan, Hakan Cebeci, Abidin Kilinçer, Fikret Kanat, Mustafa Koplay
2024	—	`conf`	Comparison of Architectures of Deep Learning-Based Segmentation in Lower Extremity Human Thermal Imaging. AIIIMA Mete Can Yasar, Mahmut Çevik, Seyda Besnili, Murat Ceylan
2024	J	`jnl`	Deep Learning-Based Approaches to Improve Classification Parameters for Diagnosing COVID-19 from CT Images. Cogn. Comput. Hüseyin Yasar, Murat Ceylan
2024	J	`jnl`	HayCAMJ: A new method to uncover the importance of main filter for small objects in explainable artificial intelligence. Neural Comput. Appl. Ahmet Haydar Ornek, Murat Ceylan
2024	J	`jnl`	IRSN: Involutional Residual Spectral Network for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. Mücahit Cihan, Murat Ceylan
2024	—	`conf`	The Effects of Balance and Strength on Thermal Heatmap. AIIIMA Seyda Besnili, Ilayda Dinkul, Ahmet Bayrak, Mahmut Çevik, Murat Ceylan
2023	J	`jnl`	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. Multim. Syst. Hüseyin Yasar, Murat Ceylan
2023	J	`jnl`	Cloud environment-based super resolution application for thermal images using the new approach TSRGAN+ model. Multim. Tools Appl. Fatih Mehmet Senalp, Batuhan Orhan, Murat Ceylan
2023	—	`conf`	Evaluation of Deep Learning Models for Lower Extremity Muscle Segmentation in Thermal Imaging. AIIIMA@MICCAI Mehmet Celalettin Ergene, Ahmet Bayrak, Mahmut Çevik, Murat Ceylan
2023	—	`conf`	Performance Evaluation of Convolutional Segmentation Models with Human Hand Thermal Images (H2TI) Dataset. AIIIMA@MICCAI Mahmut Çevik, Murat Ceylan
2022	J	`jnl`	Classification of neonatal diseases with limited thermal Image data. Multim. Tools Appl. Saim Ervural, Murat Ceylan
2022	J	`jnl`	Effects of the deep learning-based super-resolution method on thermal image classification applications. Multim. Tools Appl. Fatih Mehmet Senalp, Murat Ceylan
2022	J	`jnl`	Medical thermograms' classification using deep transfer learning models and methods. Multim. Tools Appl. Ahmet Haydar Ornek, Murat Ceylan
2022	C	`conf`	Using Convolutional Neural Networks for Detecting Acrylamide in Biscuit Manufacturing Process. DATA 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
2021	J	`jnl`	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. Appl. Intell. Hüseyin Yasar, Murat Ceylan
2021	J	`jnl`	A novel comparative study for detection of Covid-19 on CT lung images using texture analysis, machine learning, and deep learning methods. Multim. Tools Appl. Hüseyin Yasar, Murat Ceylan
2021	—	`conf`	Comparison of Linear Discriminant Analysis, Support Vector Machines and Naive Bayes Methods in the Classification of Neonatal Hyperspectral Signatures. SIU Mücahit Cihan, Murat Ceylan
2021	J	`jnl`	Convolutional Neural Networks-Based Approach to Detect Neonatal Respiratory System Anomalies with Limited Thermal Image. Traitement du Signal Saim Ervural, Murat Ceylan
2021	J	`jnl`	Deep Learning Based Super Resolution and Classification Applications for Neonatal Thermal Images. Traitement du Signal Fatih M. Senalp, Murat Ceylan
2021	J	`jnl`	Explainable Artificial Intelligence (XAI): Classification of Medical Thermal Images of Neonates Using Class Activation Maps. Traitement du Signal Ahmet Haydar Örnek, Murat Ceylan
2020	J	`jnl`	Classification of Medical Thermograms Belonging Neonates by Using Segmentation, Feature Engineering and Machine Learning Algorithms. Traitement du Signal Ahmet Haydar Ornek, Saim Ervural, Murat Ceylan, Murat Konak, Hanifi Soylu, Duygu Savasci
2020	—	`conf`	Classification of Medical Thermograms using Transfer Learning. SIU Ahmet Haydar Örnek, Murat Ceylan
2020	—	`conf`	Explainable Features in Classification of Neonatal Thermograms. SIU Ahmet Haydar Örnek, Murat Ceylan
2019	—	`conf`	Comparison of Traditional Transformations for Data Augmentation in Deep Learning of Medical Thermography. TSP Ahmet Haydar Ornek, Murat Ceylan
2018	—	`conf`	Increasing lesion specificity with fusion of manually and automatically segmented liver MR images. SIU Saim Ervural, Murat Ceylan
2018	—	`conf`	Thermal image analysis for neonatal intensive care units (First evaluation results). SIU Duygu Savasci, Murat Ceylan
2017	J	`jnl`	A parametric battery state of health estimation method for electric vehicle applications. Turkish J. Electr. Eng. Comput. Sci. Turev Sarikurt, Murat Ceylan, Abdulkadir Balikci
2017	—	`conf`	Determination of benign and malign lesions by fusion of the different phases of liver MR. SIU Saim Ervural, Murat Ceylan
2016	—	`conf`	A new method for extraction of image's features: Complex discrete Ripplet-II transform. SIU Hüseyin Yasar, Murat Ceylan
2016	—	`conf`	New approaches based on real and complex forms of ripplet-I transform for image analysis. SIU Hüseyin Yasar, Murat Ceylan
2015	—	`conf`	Fusion and ANN based classification of liver focal lesions using phases in magnetic resonance imaging. ISBI Ayse Elif Ozturk, Murat Ceylan
2015	—	`conf`	Investigation of image representation and denoising performances of real and complex valued fast finite shearlet transform. SIU Hüseyin Yasar, Murat Ceylan
2014	—	`conf`	A novel Lithium-Ion-Polymer battery model for hybrid/electric vehicles. ISIE Murat Ceylan, Turev Sarikurt, Abdulkadir Balikci
2014	—	`conf`	An analytical battery state of health estimation method. ISIE Turev Sarikurt, Murat Ceylan, Abdulkadir Balikci
2014	—	`conf`	Determining the number of tetrominoe orders for denoising applications performed by Tetrolet transform. SIU Murat Ceylan, Ayse Elif Ozturk
2013	—	`conf`	Blood vessel extraction from retinal images using Complex Wavelet Transform and Complex-Valued Artificial Neural Network. TSP Murat Ceylan, Hüseyin Yasar
2012	J	`jnl`	A New Method for 3D Thinning of Hybrid Shaped Porous Media Using Artificial Intelligence. Application to Trabecular Bone. J. Medical Syst. Rachid Jennane, Gabriel Aufort, Claude Laurent Benhamou, Murat Ceylan, Yüksel Özbay, Osman N. Uçan
2011	J	`jnl`	Corrigendum to "Fuzzy clustering complex-valued neural network to diagnose cirrhosis disease" [Expert Systems with Applications 38 (2011) 9744-9751]. Expert Syst. Appl. Rahime Ceylan, Murat Ceylan, Yüksel Özbay, Sadik Kara
2011	J	`jnl`	Fuzzy clustering complex-valued neural network to diagnose cirrhosis disease. Expert Syst. Appl. Rahime Ceylan, Murat Ceylan, Yüksel Özbay, Sadik Kara
2008	J	`jnl`	Application of complex discrete wavelet transform in classification of Doppler signals using complex-valued artificial neural network. Artif. Intell. Medicine Murat Ceylan, Rahime Ceylan, Yüksel Özbay, Sadik Kara
2007	J	`jnl`	Classification of carotid artery Doppler signals in the early phase of atherosclerosis using complex-valued artificial neural network. Comput. Biol. Medicine Murat Ceylan, Rahime Ceylan, Fatma Dirgenali, Sadik Kara, Yüksel Özbay
2007	J	`jnl`	Complex-valued wavelet artificial neural network for Doppler signals classifying. Artif. Intell. Medicine Yüksel Özbay, Sadik Kara, Fatma Latifoglu, Rahime Ceylan, Murat Ceylan
2007	J	`jnl`	Effects of window types on classification of carotid artery Doppler signals in the early phase of atherosclerosis using complex-valued artificial neural network. Comput. Biol. Medicine Yüksel Özbay, Murat Ceylan
2005	—	`conf`	Comparison of Complex-Valued Neural Network and Fuzzy Clustering Complex-Valued Neural Network for Load-Flow Analysis. TAINN Murat Ceylan, Nurettin Çetinkaya, Rahime Ceylan, Yüksel Özbay