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Serkan Kiranyaz

Electrical Engineering Department, Qatar University, Qatar

Robust Peak Detection for Holter ECGs by Self-Organized Operational Neural Networks


Sep 30, 2021
Serkan Kiranyaz, Junaid Malik, Muhammad Uzair Zahid, Turker Ince, Muhammad Chowdhury, Amith Khandakar, Anas Tahir, Moncef Gabbouj

* arXiv admin note: substantial text overlap with arXiv:2110.02215 

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Real-Time Patient-Specific ECG Classification by 1D Self-Operational Neural Networks


Sep 30, 2021
Junaid Malik, Ozer Can Devecioglu, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj


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Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks


Sep 30, 2021
Turker Ince, Junaid Malik, Ozer Can Devecioglu, Serkan Kiranyaz, Onur Avci, Levent Eren, Moncef Gabbouj


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Real-Time Glaucoma Detection from Digital Fundus Images using Self-ONNs


Sep 28, 2021
Ozer Can Devecioglu, Junaid Malik, Turker Ince, Serkan Kiranyaz, Eray Atalay, Moncef Gabbouj


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Generalized Tensor Summation Compressive Sensing Network (GTSNET): An Easy to Learn Compressive Sensing Operation


Aug 04, 2021
Mehmet Yamac, Ugur Akpinar, Erdem Sahin, Serkan Kiranyaz, Moncef Gabbouj

* The software implementation of the proposed network is publicly shared at https://github.com/mehmetyamac/GTSNET 

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Representation Based Regression for Object Distance Estimation


Jun 27, 2021
Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Moncef Gabbouj


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A Machine Learning Model for Early Detection of Diabetic Foot using Thermogram Images


Jun 27, 2021
Amith Khandakar, Muhammad E. H. Chowdhury, Mamun Bin Ibne Reaz, Sawal Hamid Md Ali, Md Anwarul Hasan, Serkan Kiranyaz, Tawsifur Rahman, Rashad Alfkey, Ahmad Ashrif A. Bakar, Rayaz A. Malik

* 23 pages, 8 Figures 

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Fully Automated 2D and 3D Convolutional Neural Networks Pipeline for Video Segmentation and Myocardial Infarction Detection in Echocardiography


Mar 26, 2021
Oumaima Hamila, Sheela Ramanna, Christopher J. Henry, Serkan Kiranyaz, Ridha Hamila, Rashid Mazhar, Tahir Hamid


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COVID-19 Infection Localization and Severity Grading from Chest X-ray Images


Mar 14, 2021
Anas M. Tahir, Muhammad E. H. Chowdhury, Amith Khandakar, Tawsifur Rahman, Yazan Qiblawey, Uzair Khurshid, Serkan Kiranyaz, Nabil Ibtehaz, M Shohel Rahman, Somaya Al-Madeed, Khaled Hameed, Tahir Hamid, Sakib Mahmud, Maymouna Ezeddin

* 30 pages, 5 figures, 4 tables 

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Multimodal EEG and Keystroke Dynamics Based Biometric System Using Machine Learning Algorithms


Mar 10, 2021
Arafat Rahman, Muhammad E. H. Chowdhury, Amith Khandakar, Serkan Kiranyaz, Kh Shahriya Zaman, Mamun Bin Ibne Reaz, Mohammad Tariqul Islam, Muhammad Abdul Kadir

* 16 pages, 11 Figures, 7 tables 

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Convolutional versus Self-Organized Operational Neural Networks for Real-World Blind Image Denoising


Mar 04, 2021
Junaid Malik, Serkan Kiranyaz, Mehmet Yamac, Esin Guldogan, Moncef Gabbouj

* Submitted for review in IEEE TIP 

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BM3D vs 2-Layer ONN


Mar 04, 2021
Junaid Malik, Serkan Kiranyaz, Mehmet Yamac, Moncef Gabbouj

* Submitted for review in ICIP 2021 

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EDITH :ECG biometrics aided by Deep learning for reliable Individual auTHentication


Feb 16, 2021
Nabil Ibtehaz, Muhammad E. H. Chowdhury, Amith Khandakar, Serkan Kiranyaz, M. Sohel Rahman, Anas Tahir, Yazan Qiblawey, Tawsifur Rahman

* Preprint 

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Detection and severity classification of COVID-19 in CT images using deep learning


Feb 15, 2021
Yazan Qiblawey, Anas Tahir, Muhammad E. H. Chowdhury, Amith Khandakar, Serkan Kiranyaz, Tawsifur Rahman, Nabil Ibtehaz, Sakib Mahmud, Somaya Al-Madeed, Farayi Musharavati

* 9 Figures, 8 Tables 

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Reliable COVID-19 Detection Using Chest X-ray Images


Jan 28, 2021
Aysen Degerli, Mete Ahishali, Serkan Kiranyaz, Muhammad E. H. Chowdhury, Moncef Gabbouj


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Robust R-Peak Detection in Low-Quality Holter ECGs using 1D Convolutional Neural Network


Dec 29, 2020
Muhammad Uzair Zahid, Serkan Kiranyaz, Turker Ince, Ozer Can Devecioglu, Muhammad E. H. Chowdhury, Amith Khandakar, Anas Tahir, Moncef Gabbouj


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Exploring the Effect of Image Enhancement Techniques on COVID-19 Detection using Chest X-rays Images


Nov 25, 2020
Tawsifur Rahman, Amith Khandakar, Yazan Qiblawey, Anas Tahir, Serkan Kiranyaz, Saad Bin Abul Kashem, Mohammad Tariqul Islam, Somaya Al Maadeed, Susu M Zughaier, Muhammad Salman Khan, Muhammad E. H. Chowdhury

* 34 pages, 6 Tables, 11 Figures 

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Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-organized Operational Layer


Nov 23, 2020
Mohammad Soltanian, Junaid Malik, Jenni Raitoharju, Alexandros Iosifidis, Serkan Kiranyaz, Moncef Gabbouj


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Classification of Polarimetric SAR Images Using Compact Convolutional Neural Networks


Nov 10, 2020
Mete Ahishali, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj


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Early Detection of Myocardial Infarction in Low-Quality Echocardiography


Oct 05, 2020
Aysen Degerli, Morteza Zabihi, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Ridha Hamila, Moncef Gabbouj


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COVID-19 Infection Map Generation and Detection from Chest X-Ray Images


Sep 26, 2020
Aysen Degerli, Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Muhammad E. H. Chowdhury, Khalid Hameed, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj


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Operational vs Convolutional Neural Networks for Image Denoising


Sep 01, 2020
Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj


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Self-Organized Operational Neural Networks for Severe Image Restoration Problems


Aug 29, 2020
Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj


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Exploiting Heterogeneity in Operational Neural Networks by Synaptic Plasticity


Aug 21, 2020
Serkan Kiranyaz, Junaid Malik, Habib Ben Abdallah, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj

* 15 pages, 19 figures, journal manuscript 

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Left Ventricular Wall Motion Estimation by Active Polynomials for Acute Myocardial Infarction Detection


Aug 11, 2020
Serkan Kiranyaz, Aysen Degerli, Tahir Hamid, Rashid Mazhar, Rayyan Ahmed, Rayaan Abouhasera, Morteza Zabihi, Junaid Malik, Ridha Hamila, Moncef Gabbouj


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Coronavirus: Comparing COVID-19, SARS and MERS in the eyes of AI


Jun 08, 2020
Anas Tahir, Yazan Qiblawey, Amith Khandakar, Tawsifur Rahman, Uzair Khurshid, Farayi Musharavati, M. T. Islam, Serkan Kiranyaz, Muhammad E. H. Chowdhury

* 10 Figures, 4 Tables 

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A Comparative Study on Early Detection of COVID-19 from Chest X-Ray Images


Jun 07, 2020
Mete Ahishali, Aysen Degerli, Mehmet Yamac, Serkan Kiranyaz, Muhammad E. H. Chowdhury, Khalid Hameed, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj

* 11 pages 

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FastONN -- Python based open-source GPU implementation for Operational Neural Networks


Jun 03, 2020
Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj


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