Ulas Baran Baloglu

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 13

Top Topics

Convolutional Neural Networks

Electric Vehicle Charging

Top Venues

Comput. Biol. Medicine

Int. J. Intell. Syst.

Cogn. Syst. Res.

Publications

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)
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)
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)
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)
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)
Ulas Baran Baloglu, Yakup Demir
An Agent-Based Pythagorean Fuzzy Approach for Demand Analysis with Incomplete Information. Int. J. Intell. Syst. 33 (5) (2018)
Ulas Baran Baloglu, Yakup Demir
Lightweight privacy-preserving data aggregation scheme for smart grid metering infrastructure protection. Int. J. Crit. Infrastructure Prot. 22 (2018)
Ulas Baran Baloglu, Yakup Demir
A fuzzy queueing based model for controlling power demand of electric vehicle charging. SYSTEM (2017)