Anonymous Processors with Synchronous Shared Memory. - Bogdan S. Chlebus; Gianluca De Marco; Muhammed Talo (CoRR, 2015)

Anonymous Processors with Synchronous Shared Memory: Monte Carlo Algorithms. - Bogdan S. Chlebus; Gianluca De Marco; Muhammed Talo (OPODIS, 2017)

Naming a Channel with Beeps. - Bogdan S. Chlebus; Gianluca De Marco; Muhammed Talo (Fundam. Informaticae, 2017)

Evaluating deep learning models for sentiment classification. - Betül Ay Karakus; Muhammed Talo; Ibrahim Riza Hallac; Galip Aydin (Concurr. Comput. Pract. Exp., 2018)

Pneumonia Detection from Radiography Images using Convolutional Neural Networks. - Muhammed Talo (SIU, 2019)

Automated classification of histopathology images using transfer learning. - Muhammed Talo (Artif. Intell. Medicine, 2019)

Automated detection of diabetic subject using pre-trained 2D-CNN models with frequency spectrum images extracted from heart rate signals. - Özal Yildirim; Muhammed Talo; Betül Ay Karakus; Ulas Baran Baloglu; Galip Aydin; U. Rajendra Acharya (Comput. Biol. Medicine, 2019)

Convolutional neural networks for multi-class brain disease detection using MRI images. - Muhammed Talo; Özal Yildirim; Ulas Baran Baloglu; Galip Aydin; U. Rajendra Acharya (Comput. Medical Imaging Graph., 2019)

Application of deep transfer learning for automated brain abnormality classification using MR images. - Muhammed Talo; Ulas Baran Baloglu; Özal Yildirim; U. Rajendra Acharya (Cogn. Syst. Res., 2019)

Convolutional Neural Networks for Multi-class Histopathology Image Classification. - Muhammed Talo (CoRR, 2019)

An Automated Deep Learning Approach for Bacterial Image Classification. - Muhammed Talo (CoRR, 2019)

Automated Depression Detection Using Deep Representation and Sequence Learning with EEG Signals. - Betül Ay Karakus; Özal Yildirim; Muhammed Talo; Ulas Baran Baloglu; Galip Aydin; Subha D. Puthankattil; U. Rajendra Acharya (J. Medical Syst., 2019)

Classification of myocardial infarction with multi-lead ECG signals and deep CNN. - Ulas Baran Baloglu; Muhammed Talo; Özal Yildirim; Ru-San Tan; U. Rajendra Acharya (Pattern Recognit. Lett., 2019)

Application of deep learning techniques for heartbeats detection using ECG signals-analysis and review. - Fatma Murat; Özal Yildirim; Muhammed Talo; Ulas Baran Baloglu; Yakup Demir; U. Rajendra Acharya (Comput. Biol. Medicine, 2020)

Automated detection of COVID-19 cases using deep neural networks with X-ray images. - Tulin Ozturk; Muhammed Talo; Eylul Azra Yildirim; Ulas Baran Baloglu; Özal Yildirim; U. Rajendra Acharya (Comput. Biol. Medicine, 2020)

Accurate deep neural network model to detect cardiac arrhythmia on more than 10, 000 individual subject ECG records. - Özal Yildirim; Muhammed Talo; Edward J. Ciaccio; Ru-San Tan; U. Rajendra Acharya (Comput. Methods Programs Biomed., 2020)

Automated invasive ductal carcinoma detection based using deep transfer learning with whole-slide images. - Yusuf Çelik; Muhammed Talo; Özal Yildirim; Murat Karabatak; U. Rajendra Acharya (Pattern Recognit. Lett., 2020)

Deep Neural Network Trained on Surface ECG Improves Diagnostic Accuracy of Prior Myocardial Infarction Over Q Wave Analysis. - Özal Yildirim; Ulas Baran Baloglu; Muhammed Talo; Prasanth Ganesan; Jagteshwar S. Tung; Guson Kang; James E. Tooley; Mahmood I. Alhusseini; Tina Baykaner; Paul J. Wang; Marco V. Perez; Larisa Tereshchenko; et al. (CinC, 2021)

Deep learning model for automated kidney stone detection using coronal CT images. - Kadir Yildirim; Pinar Gundogan Bozdag; Muhammed Talo; Özal Yildirim; Murat Karabatak; U. Rajendra Acharya (Comput. Biol. Medicine, 2021)

Exploring deep features and ECG attributes to detect cardiac rhythm classes. - Fatma Murat; Özal Yildirim; Muhammed Talo; Yakup Demir; Ru-San Tan; Edward J. Ciaccio; U. Rajendra Acharya (Knowl. Based Syst., 2021)

Electrochemical Biosensing and Deep Learning-Based Approaches in the Diagnosis of COVID-19: A Review. - Omer Sadak; Ferhat Sadak; Özal Yildirim; Nicole M. Iverson; Rizwan Qureshi; Muhammed Talo; Ooi Chui Ping; U. Rajendra Acharya; Sundaram Gunasekaran; Tanvir Alam (IEEE Access, 2022)

Automatic semantic segmentation for dental restorations in panoramic radiography images using U-Net model. - Faruk Oztekin; Oguzhan Katar; Ferhat Sadak; Murat Aydogan; Tuba Talo Yildirim; Pawel Plawiak; Özal Yildirim; Muhammed Talo; Murat Karabatak (Int. J. Imaging Syst. Technol., 2022)

Deep learning myocardial infarction segmentation framework from cardiac magnetic resonance images. - Mugahed A. Al-antari; Zakarya Farea Shaaf; M. Mahadi Abdul Jamil; Nagwan M. Abdel Samee; Reem Alkanhel; Muhammed Talo; Zaid Al-Huda (Biomed. Signal Process. Control., 2024)

Evaluating AI-powered predictive solutions for MRI in lumbar spinal stenosis: a systematic review. - Mugahed A. Al-antari; Saied Salem; Mukhlis Raza; Ahmed S. Elbadawy; Ertan Bütün; Ahmet Arif Aydin; Murat Aydogan; Bilal Ertugrul; Muhammed Talo; Yeong Hyeon Gu (Artif. Intell. Rev., 2025)