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Özal Yildirim
ORCID
Publication Activity (10 Years)
Years Active: 2012-2023
Publications (10 Years): 25
Top Topics
Ecg Signals
Deep Learning
Convolutional Neural Network
Neural Network
Top Venues
Comput. Biol. Medicine
Cogn. Syst. Res.
Comput. Methods Programs Biomed.
Neural Comput. Appl.
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Publications
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Kiran Kumar Patro
,
Allam Jaya Prakash
,
Bala Chakravarthy Neelapu
,
Ryszard Tadeusiewicz
,
U. Rajendra Acharya
,
Mohamed Hammad
,
Özal Yildirim
,
Pawel Plawiak
Application of Kronecker convolutions in deep learning technique for automated detection of kidney stones with coronal CT images.
Inf. Sci.
640 (2023)
Faruk Oztekin
,
Oguzhan Katar
,
Ferhat Sadak
,
Murat Aydogan
,
Tuba Talo Yildirim
,
Pawel Plawiak
,
Özal Yildirim
,
Muhammed Talo
,
Murat Karabatak
Automatic semantic segmentation for dental restorations in panoramic radiography images using U-Net model.
Int. J. Imaging Syst. Technol.
32 (6) (2022)
Omer Sadak
,
Ferhat Sadak
,
Özal Yildirim
,
Nicole M. Iverson
,
Rizwan Qureshi
,
Muhammed Talo
,
Ooi Chui Ping
,
U. Rajendra Acharya
,
Sundaram Gunasekaran
,
Tanvir Alam
Electrochemical Biosensing and Deep Learning-Based Approaches in the Diagnosis of COVID-19: A Review.
IEEE Access
10 (2022)
Musab Coskun
,
Özal Yildirim
,
Yakup Demir
,
U. Rajendra Acharya
Efficient deep neural network model for classification of grasp types using sEMG signals.
J. Ambient Intell. Humaniz. Comput.
13 (9) (2022)
Bartosz Grabowski
,
Przemyslaw Glomb
,
Wojciech Masarczyk
,
Pawel Plawiak
,
Özal Yildirim
,
U. Rajendra Acharya
,
Ru San Tan
Classification and Self-Supervised Regression of Arrhythmic ECG Signals Using Convolutional Neural Networks.
CoRR
(2022)
Fatma Murat
,
Özal Yildirim
,
Muhammed Talo
,
Yakup Demir
,
Ru San Tan
,
Edward J. Ciaccio
,
U. Rajendra Acharya
Exploring deep features and ECG attributes to detect cardiac rhythm classes.
Knowl. Based Syst.
232 (2021)
Özal Yildirim
,
Ulas Baran Baloglu
,
Muhammed Talo
,
Prasanth Ganesan
,
Jagteshwar S. Tung
,
Guson Kang
,
James Tooley
,
Mahmood I. Alhusseini
,
Tina Baykaner
,
Paul J. Wang
,
Marco V. Perez
,
Larisa Tereshchenko
,
Sanjiv M. Narayan
,
Albert J. Rogers
Deep Neural Network Trained on Surface ECG Improves Diagnostic Accuracy of Prior Myocardial Infarction Over Q Wave Analysis.
CinC
(2021)
Kadir Yildirim
,
Pinar Gundogan Bozdag
,
Muhammed Talo
,
Özal Yildirim
,
Murat Karabatak
,
U. Rajendra Acharya
Deep learning model for automated kidney stone detection using coronal CT images.
Comput. Biol. Medicine
135 (2021)
Fatma Murat
,
Özal Yildirim
,
Muhammed Talo
,
Ulas Baran Baloglu
,
Yakup Demir
,
U. Rajendra Acharya
Application of deep learning techniques for heartbeats detection using ECG signals-analysis and review.
Comput. Biol. Medicine
120 (2020)
Özal Yildirim
,
Ulas Baran Baloglu
,
U. Rajendra Acharya
A deep convolutional neural network model for automated identification of abnormal EEG signals.
Neural Comput. Appl.
32 (20) (2020)
Özal Yildirim
,
Muhammed Talo
,
Edward J. Ciaccio
,
Ru San Tan
,
U. Rajendra Acharya
Accurate deep neural network model to detect cardiac arrhythmia on more than 10, 000 individual subject ECG records.
Comput. Methods Programs Biomed.
197 (2020)
Yusuf Çelik
,
Muhammed Talo
,
Özal Yildirim
,
Murat Karabatak
,
U. Rajendra Acharya
Automated invasive ductal carcinoma detection based using deep transfer learning with whole-slide images.
Pattern Recognit. Lett.
133 (2020)
Tulin Ozturk
,
Muhammed Talo
,
Eylul Azra Yildirim
,
Ulas Baran Baloglu
,
Özal Yildirim
,
U. Rajendra Acharya
Automated detection of COVID-19 cases using deep neural networks with X-ray images.
Comput. Biol. Medicine
121 (2020)
Recen Özaln
,
Çagri Kaymak
,
Özal Yildirim
,
Aysegül Uçar
,
Yakup Demir
,
Cüneyt Güzelis
An Implementation of Vision Based Deep Reinforcement Learning for Humanoid Robot Locomotion.
INISTA
(2019)
Ulas Baran Baloglu
,
Muhammed Talo
,
Özal Yildirim
,
Ru San Tan
,
U. Rajendra Acharya
Classification of myocardial infarction with multi-lead ECG signals and deep CNN.
Pattern Recognit. Lett.
122 (2019)
Özal Yildirim
,
Muhammed Talo
,
Betül Ay Karakus
,
Ulas Baran Baloglu
,
Galip Aydin
,
U. Rajendra Acharya
Automated detection of diabetic subject using pre-trained 2D-CNN models with frequency spectrum images extracted from heart rate signals.
Comput. Biol. Medicine
113 (2019)
Muhammed Talo
,
Ulas Baran Baloglu
,
Özal Yildirim
,
U. Rajendra Acharya
Application of deep transfer learning for automated brain abnormality classification using MR images.
Cogn. Syst. Res.
54 (2019)
Nihat Daldal
,
Özal Yildirim
,
Kemal Polat
Deep long short-term memory networks-based automatic recognition of six different digital modulation types under varying noise conditions.
Neural Comput. Appl.
31 (6) (2019)
Muhammed Talo
,
Özal Yildirim
,
Ulas Baran Baloglu
,
Galip Aydin
,
U. Rajendra Acharya
Convolutional neural networks for multi-class brain disease detection using MRI images.
Comput. Medical Imaging Graph.
78 (2019)
Özal Yildirim
,
Ulas Baran Baloglu
,
Ru San Tan
,
Edward J. Ciaccio
,
U. Rajendra Acharya
A new approach for arrhythmia classification using deep coded features and LSTM networks.
Comput. Methods Programs Biomed.
176 (2019)
Betül Ay Karakus
,
Özal Yildirim
,
Muhammed Talo
,
Ulas Baran Baloglu
,
Galip Aydin
,
Subha D. Puthankattil
,
U. Rajendra Acharya
Automated Depression Detection Using Deep Representation and Sequence Learning with EEG Signals.
J. Medical Syst.
43 (7) (2019)
Özal Yildirim
,
Pawel Plawiak
,
Ru San Tan
,
U. Rajendra Acharya
Arrhythmia detection using deep convolutional neural network with long duration ECG signals.
Comput. Biol. Medicine
102 (2018)
Krzysztof Rzecki
,
Tomasz Sosnicki
,
Mateusz Baran
,
Michal Niedzwiecki
,
Malgorzata Król
,
Tomasz Lojewski
,
U. Rajendra Acharya
,
Özal Yildirim
,
Pawel Plawiak
Application of Computational Intelligence Methods for the Automated Identification of Paper-Ink Samples Based on LIBS.
Sensors
18 (11) (2018)
Özal Yildirim
A novel wavelet sequence based on deep bidirectional LSTM network model for ECG signal classification.
Comput. Biol. Medicine
96 (2018)
Özal Yildirim
,
Ru San Tan
,
U. Rajendra Acharya
An efficient compression of ECG signals using deep convolutional autoencoders.
Cogn. Syst. Res.
52 (2018)
Özal Yildirim
,
Belkis Eristi
,
Hüseyin Eristi
,
Sencer Unal
,
Yavuz Erol
,
Yakup Demir
An FPGA based power quality monitoring system.
SIU
(2015)
Hüseyin Eristi
,
Özal Yildirim
,
Belkis Eristi
,
Yakup Demir
Classification of power quality event using wavelet transform and associaton rules.
SIU
(2012)