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BURAK TAŞCI
BURAK TAŞCI
Fırat Üniversitesi, Associate Professor
Verified email at firat.edu.tr
Title
Cited by
Cited by
Year
Automated accurate detection of depression using twin Pascal’s triangles lattice pattern with EEG Signals
G Tasci, HW Loh, PD Barua, M Baygin, B Tasci, S Dogan, T Tuncer, ...
Knowledge-Based Systems 260, 110190, 2023
382023
Epilepsy detection in 121 patient populations using hypercube pattern from EEG signals
I Tasci, B Tasci, PD Barua, S Dogan, T Tuncer, EE Palmer, H Fujita, ...
Information Fusion 96, 252-268, 2023
342023
An effective and robust approach based on R-CNN+ LSTM model and NCAR feature selection for ophthalmological disease detection from fundus images
F Demir, B Taşcı
Journal of Personalized Medicine 11 (12), 1276, 2021
342021
Primate brain pattern-based automated Alzheimer's disease detection model using EEG signals
S Dogan, M Baygin, B Tasci, HW Loh, PD Barua, T Tuncer, RS Tan, ...
Cognitive Neurodynamics 17 (3), 647-659, 2023
332023
An accurate multiple sclerosis detection model based on exemplar multiple parameters local phase quantization: ExMPLPQ
G Macin, B Tasci, I Tasci, O Faust, PD Barua, S Dogan, T Tuncer, RS Tan, ...
Applied Sciences 12 (10), 4920, 2022
302022
Improving brain tumor classification performance with an effective approach based on new deep learning model named 3ACL from 3D MRI data
F Demir, Y Akbulut, B Taşcı, K Demir
Biomedical Signal Processing and Control 81, 104424, 2023
292023
Deep feature extraction based brain image classification model using preprocessed images: PDRNet
B Tasci, I Tasci
Biomedical Signal Processing and Control 78, 103948, 2022
222022
A review of deep reinforcement learning algorithms and comparative results on inverted pendulum system
R Özalp, NK Varol, B Taşci, A Uçar
Machine Learning Paradigms: Advances in Deep Learning-based Technological …, 2020
182020
Automated ischemic acute infarction detection using pre-trained CNN models’ deep features
B Tasci
Biomedical Signal Processing and Control 82, 104603, 2023
142023
A new lateral geniculate nucleus pattern-based environmental sound classification using a new large sound dataset
B Taşcı, MR Acharya, PD Barua, AM Yildiz, MV Gun, T Keles, S Dogan, ...
Applied Acoustics 196, 108897, 2022
132022
A novel ternary pattern-based automatic psychiatric disorders classification using ECG signals
B Tasci, G Tasci, S Dogan, T Tuncer
Cognitive Neurodynamics 18 (1), 95-108, 2024
122024
Attention Deep Feature Extraction from Brain MRIs in Explainable Mode: DGXAINet
B Taşcı
Diagnostics 13 (5), 859, 2023
92023
ASNET: A Novel AI Framework for Accurate Ankylosing Spondylitis Diagnosis from MRI
N Tas, O Kaya, G Macin, B Tasci, S Dogan, T Tuncer
Biomedicines 11 (9), 1-15, 2023
82023
QLBP: Dynamic patterns-based feature extraction functions for automatic detection of mental health and cognitive conditions using EEG signals
G Tasci, MV Gun, T Keles, B Tasci, PD Barua, I Tasci, S Dogan, M Baygin, ...
Chaos, Solitons & Fractals 172, 113472, 2023
72023
A new dataset for EEG abnormality detection MTOUH
İ Taşcı, B Taşcı, S Doğan, T Tuncer
Turkish Journal of Science and Technology 17 (1), 135-141, 2022
62022
InCR: Inception and concatenation residual block-based deep learning network for damaged building detection using remote sensing images
B Tasci, MR Acharya, M Baygin, S Dogan, T Tuncer, SB Belhaouari
International Journal of Applied Earth Observation and Geoinformation 123 …, 2023
52023
Classification of Skin Lesion Images Using Feature Selection Algorithm in Pre-Trained Convolutional Neural Network Models
B Tasci
Fırat Üniversitesi Mühendislik Bilimleri Dergisi 34 (2), 541-552, 2022
5*2022
Exemplar MobileNetV2-Based Artificial Intelligence for Robust and Accurate Diagnosis of Multiple Sclerosis
T Ekmekyapar, B Taşcı
Diagnostics 13 (19), 3030, 2023
42023
Transfer-transfer model with MSNet: An automated accurate multiple sclerosis and myelitis detection system
S Tatli, G Macin, I Tasci, B Tasci, PD Barua, M Baygin, T Tuncer, S Dogan, ...
Expert Systems with Applications 236, 121314, 2024
32024
Automated schizophrenia detection model using blood sample scattergram images and local binary pattern
B Tasci, G Tasci, H Ayyildiz, AP Kamath, PD Barua, T Tuncer, S Dogan, ...
Multimedia Tools and Applications, 1-29, 2023
32023
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