| A novel comparative study for detection of Covid-19 on CT lung images using texture analysis, machine learning, and deep learning methods H Yasar, M Ceylan Multimedia Tools and Applications, 2020 | 79 | 2020 |
| 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 H Yasar, M Ceylan Applied Intelligence 51 (5), 2740-2763, 2021 | 39 | 2021 |
| Blood vessel extraction from retinal images using complex wavelet transform and complex-valued artificial neural network HY Murat Ceylan 36th International Conference on Telecommunication and Signal Processing …, 2013 | 19* | 2013 |
| A novel comparative study using multi-resolution transforms and convolutional neural network (CNN) for contactless palm print verification and identification F Hardalac, H Yaşar, A Akyel, U Kutbay Multimedia Tools and Applications, 2020 | 18 | 2020 |
| A novel approach for automatic blood vessel extraction in retinal images: complex ripplet-I transform and complex valued artificial neural network M Ceylan, H YAŞAR Turkish Journal of Electrical Engineering and Computer Sciences 24 (4), 3212 …, 2016 | 16 | 2016 |
| Comparison of real and complex-valued versions of wavelet transform, curvelet transform and ridgelet transform for medical image denoising H YASAR, M CEYLAN, AE OZTURK International Journal of Electronics, Mechanical and Mechatronics …, 2013 | 14 | 2013 |
| Deep Learning–Based Approaches to Improve Classification Parameters for Diagnosing COVID-19 from CT Images H Yasar, M Ceylan Cognitive Computation, 2021 | 11 | 2021 |
| A new combined system using ANN and complex wavelet transform for tissue density classification in mammography images H Yaşar, U Kutbay, F Hardalaç 2018 4th International Conference on Computer and Technology Applications …, 2018 | 6 | 2018 |
| A Novel Approach for Reduction of Breast Tissue Density Effects on Normal and Abnormal Masses Classification H Yaşar, M Ceylan Journal of Medical Imaging and Health Informatics 6 (3), 710-717, 2016 | 6 | 2016 |
| 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 H Yasar, M Ceylan Multimedia Systems, 2022 | 5 | 2022 |
| A novel study to increase the classification parameters on automatic three-class COVID-19 classification from CT images, including cases from Turkey H Yaşar, M Ceylan, H Cebeci, A Kılınçer, F Kanat, M Koplay Journal of Experimental & Theoretical Artificial Intelligence, 2022 | 4 | 2022 |
| Investigation of image representation and denoising performances of real and complex valued fast finite shearlet transform H Yaşar, M Ceylan 2015 23nd Signal Processing and Communications Applications Conference (SIU …, 2015 | 4 | 2015 |
| Karaciğer MR görüntülerinden dalgacık dönüşümü ve yapay sinir ağı kullanılarak kist ve hemanjiomların sınıflandırılması MC H. Yaşar, M. Akın 8. Mühendislik ve Teknoloji sempozyumu, Çankaya Üniversitesi, 213-217, 2015 | 4* | 2015 |
| A novel approach for estimation of coronary artery calcium score class using ANN and body mass index, age and gender data H Yaşar, S Serhatlıoğlu, U Kutbay, F Hardalaç 2018 4th International Conference on Computer and Technology Applications …, 2018 | 3 | 2018 |
| A new method for extraction of image's features: Complex discrete Ripplet-II transform H Yaşar, M Ceylan 2016 24th Signal Processing and Communication Application Conference (SIU …, 2016 | 3 | 2016 |
| An approach for tissue density classification in mammographic images using artificial neural network based on wavelet and curvelet transforms H Yaşar, M Ceylan Sixth International Conference on Graphic and Image Processing (ICGIP 2014 …, 2015 | 3 | 2015 |
| Medikal görüntülerin çoklu çözünürlük metotları ile analizi H Yaşar Fen Bilimleri Enstitüsü, 2015 | 3 | 2015 |
| A New Radiomic Study on Lung CT Images of Patients with Covid-19 using LBP and Deep Learning (Convolutional Neural Networks (CNN)) H Yaşar, M Ceylan | 2 | 2020 |
| New approaches based on real and complex forms of ripplet-I transform for image analysis H Yaşar, M Ceylan 2016 24th Signal Processing and Communication Application Conference (SIU …, 2016 | 2 | 2016 |
| Transfer Derin Öğrenme Kullanılarak Maymun Çiçeği Hastalığının İki Sınıflı ve Çok Sınıflı Sınıflandırılması Üzerine Kapsamlı Bir Çalışma H Yaşar ELECO 2022 (Elektrik-Elektronik ve Biyomedikal Mühendisliği Konferansı), 1-5, 2022 | 1 | 2022 |
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