Browsing by Author Ceylan, Murat


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Issue DateTitleAuthor(s)
2020Classification of Medical Thermograms Belonging Neonates by Using Segmentation, Feature Engineering and Machine Learning AlgorithmsÖrnek, Ahmet Haydar; Ervural, Saim; Ceylan, Murat ; Konak, Murat; Soylu, Hanifi; Savaşçı, Duygu
2020Classification of Medical Thermograms using Transfer LearningÖrnek, Ahmet Haydar; Ceylan, Murat 
2021Classification of neonatal diseases with limited thermal Image dataErvural, Saim; Ceylan, Murat 
2023CodCAM: A new ensemble visual explanation for classification of medical thermal imagesÖrnek, Ahmet Haydar; Ceylan, Murat 
2021Comparison of linear discriminant analysis, support vector machines and naive bayes methods in the classification of neonatal hyperspectral signaturesCihan, Mücahit; Ceylan, Murat 
2019Comparison of Traditional Transformations for Data Augmentation in Deep Learning of Medical ThermographyÖrnek, Ahmet Haydar; Ceylan, Murat 
2021Convolutional Neural Networks-Based Approach to Detect Neonatal Respiratory System Anomalies with Limited Thermal ImageErvural, Saim; Ceylan, Murat 
2022COVID-19 hastalığının derin öğrenme yöntemleri kullanılarak tespitiYaşar, Hüseyin
2021Deep Learning Based Super Resolution and Classification Applications for Neonatal Thermal ImagesŞenalp, Fatih Mehmet; Ceylan, Murat 
2022Deep learning based super resolution application for a new data set consisting of thermal facial imagesŞenalp, Fatih Mehmet; Ceylan, Murat 
2021Deep Learning-Based Approaches to Improve Classification Parameters for Diagnosing COVID-19 from CT ImagesYaşar, Hüseyin; Ceylan, Murat 
2021Deep Transfer Learning and Majority Voting Approaches for Osteoporosis ClassificationAshames, M.M.; Ceylan, Murat ; Jennane, R.
2020Derin öğrenme yöntemleri kullanılarak osteoporozun belirlenmesiAshames, Mohamad Melad Ali
2021Effects of the deep learning-based super-resolution method on thermal image classification applicationsŞenalp, Fatih Mehmet; Ceylan, Murat 
2021Explainable Artificial Intelligence (XAI): Classification of Medical Thermal Images of Neonates Using Class Activation MapsÖrnek, Ahmet H.; Ceylan, Murat 
2020Explainable Features in Classification of Neonatal ThermogramsÖrnek, Ahmet Haydar; Ceylan, Murat 
2021Fast Evaluation of Unhealthy and Healthy Neonates Using Hyperspectral Features on 700-850 Nm Wavelengths, ROI Extraction, and 3D-CNNCihan, Mücahit; Ceylan, Murat ; Soylu, H.; Konak, M.
2022HayCAM: A Novel Visual Explanation for Deep Convolutional Neural NetworksÖrnek, Ahmet H.; Ceylan, Murat 
2019Health status detection of neonates using infrared thermography and deep convolutional neural networksÖrnek, Ahmet Haydar; Ceylan, Murat ; Ervural, Saim
2020Heart Disease Detection from Neonatal Infrared Thermograms Using Multiresolution Features and Data AugmentationSavaşcı, Duygu; Ceylan, Murat ; Örnek, Ahmet Haydar; Konak, Murat; Soylu, Hanifi