Muhammed Talo

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 23

Top Topics

Convolutional Neural Network

Top Venues

Comput. Biol. Medicine

Pattern Recognit. Lett.

Artif. Intell. Medicine

Publications

Mugahed A. Al-antari, Zakarya Farea Shaaf, M. Mahadi Abdul Jamil, Nagwan M. Abdel Samee, Reem Alkanhel, Muhammed Talo, Zaid Al-Huda
Deep learning myocardial infarction segmentation framework from cardiac magnetic resonance images. Biomed. Signal Process. Control. 89 (2024)
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)
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, 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)
Muhammed Talo
Automated classification of histopathology images using transfer learning. Artif. Intell. Medicine 101 (2019)
Muhammed Talo
Convolutional Neural Networks for Multi-class Histopathology Image Classification. CoRR (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)
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)
Muhammed Talo
Pneumonia Detection from Radiography Images using Convolutional Neural Networks. SIU (2019)
Muhammed Talo
An Automated Deep Learning Approach for Bacterial Image Classification. CoRR (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)
Betül Ay Karakus, Muhammed Talo, Ibrahim Riza Hallac, Galip Aydin
Evaluating deep learning models for sentiment classification. Concurr. Comput. Pract. Exp. 30 (21) (2018)
Bogdan S. Chlebus, Gianluca De Marco, Muhammed Talo
Anonymous Processors with Synchronous Shared Memory: Monte Carlo Algorithms. OPODIS (2017)
Bogdan S. Chlebus, Gianluca De Marco, Muhammed Talo
Naming a Channel with Beeps. Fundam. Informaticae 153 (3) (2017)
Bogdan S. Chlebus, Gianluca De Marco, Muhammed Talo
Naming a Channel with Beeps. CoRR (2016)
Bogdan S. Chlebus, Gianluca De Marco, Muhammed Talo
Anonymous Processors with Synchronous Shared Memory. CoRR (2015)