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Scopus Author ID: 57191953654
Loop profile: 1637290

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Employment (1)

Ankara Hacı Bayram Veli University: Ankara, TR

Employment
Source: Self-asserted source
Şaban ÖZTÜRK

Education and qualifications (1)

Ankara Hacı Bayram Veli University: Ankara, TR

2024-02-01 to present | PhD / Assoc. Prof.
Education
Source: Self-asserted source
Şaban ÖZTÜRK

Works (50 of 60)

Items per page:
Page 1 of 2

Diffusion Probabilistic Models for Image Formation in MRI

2025 | Book chapter
DOI: 10.1007/978-3-031-80965-1_17
Contributors: Şaban Öztürk; Alper Güngör; Tolga Çukur
Source: check_circle
Crossref

HydraViT: Adaptive multi-branch transformer for multi-label disease classification from Chest X-ray images

Biomedical Signal Processing and Control
2025-02 | Journal article
DOI: 10.1016/j.bspc.2024.106959
Contributors: Şaban Öztürk; M. Yiğit Turalı; Tolga Çukur
Source: check_circle
Crossref

Retraction Note: Fuzzy logic-based segmentation of manufacturing defects on reflective surfaces

Neural Computing and Applications
2024-07 | Journal article
DOI: 10.1007/s00521-024-10020-9
Contributors: Şaban Öztürk; Bayram Akdemir
Source: check_circle
Crossref

Parallel-stream fusion of scan-specific and scan-general priors for learning deep MRI reconstruction in low-data regimes

Computers in Biology and Medicine
2023-12 | Journal article
DOI: 10.1016/j.compbiomed.2023.107610
Contributors: Salman Ul Hassan Dar; Şaban Öztürk; Muzaffer Özbey; Kader Karli Oguz; Tolga Çukur
Source: check_circle
Crossref

Content-based medical image retrieval with opponent class adaptive margin loss

Information Sciences
2023-08 | Journal article
DOI: 10.1016/j.ins.2023.118938
Contributors: Şaban Öztürk; Emin Çelik; Tolga Çukur
Source: check_circle
Crossref

A Novel Binary Emperor Penguin Optimizer for Feature Selection Tasks

Computers, Materials & Continua
2022 | Journal article
DOI: 10.32604/cmc.2022.020682
Part of ISSN: 1546-2226
Source: Self-asserted source
Şaban ÖZTÜRK
grade
Preferred source (of 3)‎

Comparison of Current Convolutional Neural Network Architectures for Classification of Damaged and Undamaged Cars

2022 | Book chapter
DOI: 10.1007/978-3-030-85365-5_14
Contributors: Yavuz Ünal; Şaban Öztürk; Muhammed Nuri Dudak; Mehmet Ekici
Source: check_circle
Crossref

Gaussian Regression Models for Day-Level Forecasting of COVID-19 in European Countries

Understanding COVID-19: The Role of Computational Intelligence
2022 | Book chapter
DOI: 10.1007/978-3-030-74761-9_15
Part of ISBN: 9783030747602
Part of ISBN: 9783030747619
Part of ISSN: 1860-949X
Part of ISSN: 1860-9503
Source: Self-asserted source
Şaban ÖZTÜRK

Deep Clustering via Center-Oriented Margin Free-Triplet Loss for Skin Lesion Detection in Highly Imbalanced Datasets

IEEE Journal of Biomedical and Health Informatics
2022-09 | Journal article
DOI: 10.1109/JBHI.2022.3187215
Contributors: Saban Ozturk; Tolga Cukur
Source: check_circle
Crossref

Convolutional neural network based dictionary learning to create hash codes for content-based image retrieval

Procedia Computer Science
2021 | Conference paper
DOI: 10.1016/j.procs.2021.02.106
Part of ISSN: 1877-0509
Source: Self-asserted source
Şaban ÖZTÜRK

Dimension optimization of multi-band microstrip antennas using deep learning methods

Pamukkale University Journal of Engineering Sciences
2021 | Journal article
DOI: 10.5505/pajes.2020.23471
Part of ISSN: 1300-7009
Source: Self-asserted source
Şaban ÖZTÜRK
grade
Preferred source (of 3)‎

A novel classification framework using multiple bandwidth method with optimized CNN for brain–computer interfaces with EEG-fNIRS signals

Neural Computing and Applications
2021-11 | Journal article
DOI: 10.1007/s00521-021-06202-4
Part of ISSN: 0941-0643
Part of ISSN: 1433-3058
Source: Self-asserted source
Şaban ÖZTÜRK

Attention-based end-to-end CNN framework for content-based X-ray image retrieval

TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES
2021-10-04 | Journal article
DOI: 10.3906/elk-2105-242
Contributors: Şaban ÖZTÜRK; Adi ALHUDHAİF; Kemal POLAT
Source: check_circle
Crossref

An adaptive deep learning framework to classify unknown composite power quality event using known single power quality events

Expert Systems with Applications
2021-09 | Journal article
DOI: 10.1016/j.eswa.2021.115023
Part of ISSN: 0957-4174
Source: Self-asserted source
Şaban ÖZTÜRK
grade
Preferred source (of 2)‎

A novel hybrid deep learning approach including combination of 1D power signals and 2D signal images for power quality disturbance classification

Expert Systems with Applications
2021-07 | Journal article
DOI: 10.1016/j.eswa.2021.114785
Part of ISSN: 0957-4174
Source: Self-asserted source
Şaban ÖZTÜRK
grade
Preferred source (of 2)‎

Class-driven content-based medical image retrieval using hash codes of deep features

Biomedical Signal Processing and Control
2021-07 | Journal article
DOI: 10.1016/j.bspc.2021.102601
Part of ISSN: 1746-8094
Source: Self-asserted source
Şaban ÖZTÜRK

Automatic Detection of Power Quality Disturbance Using Convolutional Neural Network Structure with Gated Recurrent Unit

Mobile Information Systems
2021-07-31 | Journal article
DOI: 10.1155/2021/7917500
Part of ISSN: 1875-905X
Part of ISSN: 1574-017X
Source: Self-asserted source
Şaban ÖZTÜRK
grade
Preferred source (of 2)‎

Detailed Investigation and Comparison of Various Binarization Algorithms for Hashing

2021 3rd International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA)
2021-06-11 | Conference paper
DOI: 10.1109/hora52670.2021.9461320
Source: Self-asserted source
Şaban ÖZTÜRK

Mozaiklenmiş İnsansız Hava Aracı Görüntülerinde Eksik Bölgelerin Exemplar İç Boyaması ile Elde Edilmesi

Geomatik
2021-04-01 | Journal article
DOI: 10.29128/geomatik.678354
Part of ISSN: 2564-6761
Source: Self-asserted source
Şaban ÖZTÜRK
grade
Preferred source (of 2)‎

Classification of Coronavirus ( COVID ‐19) from X‐ray and CT images using shrunken features

International Journal of Imaging Systems and Technology
2021-03 | Journal article
DOI: 10.1002/ima.22469
Part of ISSN: 0899-9457
Part of ISSN: 1098-1098
Source: Self-asserted source
Şaban ÖZTÜRK
grade
Preferred source (of 3)‎

Residual CNN + Bi-LSTM model to analyze GPR B scan images

Automation in Construction
2021-03 | Journal article
DOI: 10.1016/j.autcon.2020.103525
Part of ISSN: 0926-5805
Source: Self-asserted source
Şaban ÖZTÜRK
grade
Preferred source (of 2)‎

Comparison of Pairwise Similarity Distance Methods for Effective Hashing

IOP Conference Series: Materials Science and Engineering
2021-03-01 | Conference paper
DOI: 10.1088/1757-899x/1099/1/012072
Part of ISSN: 1757-8981
Part of ISSN: 1757-899X
Source: Self-asserted source
Şaban ÖZTÜRK

Random fully connected layered 1D CNN for solving the Z-bus loss allocation problem

Measurement
2021-02 | Journal article
DOI: 10.1016/j.measurement.2020.108794
Part of ISSN: 0263-2241
Source: Self-asserted source
Şaban ÖZTÜRK

Hash Code Generation using Deep Feature Selection Guided Siamese Network for Content-Based Medical Image Retrieval

GAZI UNIVERSITY JOURNAL OF SCIENCE
2021-02-23 | Journal article
DOI: 10.35378/gujs.710730
Part of ISSN: 2147-1762
Source: Self-asserted source
Şaban ÖZTÜRK
grade
Preferred source (of 2)‎

Comparative Regression Analysis for Estimating Resonant Frequency of C-Like Patch Antennas

Mathematical Problems in Engineering
2021-02-06 | Journal article
DOI: 10.1155/2021/6903925
Part of ISSN: 1563-5147
Part of ISSN: 1024-123X
Source: Self-asserted source
Şaban ÖZTÜRK
grade
Preferred source (of 2)‎

Residual LSTM layered CNN for classification of gastrointestinal tract diseases

Journal of Biomedical Informatics
2021-01 | Journal article
DOI: 10.1016/j.jbi.2020.103638
Part of ISSN: 1532-0464
Source: Self-asserted source
Şaban ÖZTÜRK
grade
Preferred source (of 2)‎

Coronavirus (COVID-19) Classification Using Deep Features Fusion and Ranking Technique

Studies in Big Data
2020 | Book chapter
DOI: 10.1007/978-3-030-55258-9_17
Part of ISBN: 9783030552572
Part of ISBN: 9783030552589
Part of ISSN: 2197-6503
Part of ISSN: 2197-6511
Source: Self-asserted source
Şaban ÖZTÜRK

A healthcare evaluation system based on automated weighted indicators with cross-indicators based learning approach in terms of energy management and cybersecurity

International Journal of Medical Informatics
2020-12 | Journal article
DOI: 10.1016/j.ijmedinf.2020.104300
Part of ISSN: 1386-5056
Source: Self-asserted source
Şaban ÖZTÜRK

Stacked auto-encoder based tagging with deep features for content-based medical image retrieval

Expert Systems with Applications
2020-12 | Journal article
DOI: 10.1016/j.eswa.2020.113693
Part of ISSN: 0957-4174
Source: Self-asserted source
Şaban ÖZTÜRK
grade
Preferred source (of 2)‎

Variants of Artificial Bee Colony algorithm and its applications in medical image processing

Applied Soft Computing
2020-12 | Journal article
DOI: 10.1016/j.asoc.2020.106799
Part of ISSN: 1568-4946
Source: Self-asserted source
Şaban ÖZTÜRK

Optimize Edilmiş ÇKA ile Covıd-19 Sınıflandırması için Kaynaştırılmış Derin Özelliklere Dayalı Sınıflandırma Çerçevesi

Konya Journal of Engineering Sciences
2020-12-31 | Journal article
DOI: 10.36306/konjes.821782
Part of ISSN: 2147-9364
Source: Self-asserted source
Şaban ÖZTÜRK
grade
Preferred source (of 3)‎

Roof-KSA: Binaların Semantik Bölütlemesi İçin Az Parametreye Sahip Konvolüsyonel Sinir Ağı Modeli

Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi
2020-12-31 | Journal article
DOI: 10.35193/bseufbd.741729
Part of ISSN: 2458-7575
Source: Self-asserted source
Şaban ÖZTÜRK
grade
Preferred source (of 2)‎

Huzme Demet Filtresi kullanılarak Yakın Alan YT-SAR Görüntü Kalitesinin İyileştirilmesi

European Journal of Science and Technology
2020-11-04 | Journal article
DOI: 10.31590/ejosat.820286
Part of ISSN: 2148-2683
Source: Self-asserted source
Şaban ÖZTÜRK
grade
Preferred source (of 2)‎

Gastrointestinal tract classification using improved LSTM based CNN

Multimedia Tools and Applications
2020-10 | Journal article
DOI: 10.1007/s11042-020-09468-3
Part of ISSN: 1380-7501
Part of ISSN: 1573-7721
Source: Self-asserted source
Şaban ÖZTÜRK
grade
Preferred source (of 2)‎

Image Inpainting based Compact Hash Code Learning using Modified U-Net

2020 4th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT)
2020-10-22 | Conference paper
DOI: 10.1109/ismsit50672.2020.9255239
Source: Self-asserted source
Şaban ÖZTÜRK

Siamese Network kullanarak İki Aşamalı Sıralı Kayıplara dayalı Otomatik Hash Kodu Üretimi

European Journal of Science and Technology
2020-09-30 | Journal article
DOI: 10.31590/ejosat.801927
Part of ISSN: 2148-2683
Source: Self-asserted source
Şaban ÖZTÜRK
grade
Preferred source (of 2)‎

Skin Lesion Segmentation with Improved Convolutional Neural Network

Journal of Digital Imaging
2020-08 | Journal article
DOI: 10.1007/s10278-020-00343-z
Part of ISSN: 0897-1889
Part of ISSN: 1618-727X
Source: Self-asserted source
Şaban ÖZTÜRK

A Two-stage Whale Optimization Method for Classification of Parkinson s Disease Voice Recordings

International Journal of Intelligent Systems and Applications in Engineering
2020-06-26 | Journal article
DOI: 10.18201/ijisae.2020261589
Part of ISSN: 2147-6799
Source: Self-asserted source
Şaban ÖZTÜRK

Classification of Coronavirus Images using Shrunken Features

2020-04-06 | Other
DOI: 10.1101/2020.04.03.20048868
Contributors: Saban Ozturk; Umut Ozkaya; Mucahid Barstugan
Source: check_circle
Crossref

Cell‐type based semantic segmentation of histopathological images using deep convolutional neural networks

International Journal of Imaging Systems and Technology
2019-09 | Journal article
DOI: 10.1002/ima.22309
Part of ISSN: 0899-9457
Part of ISSN: 1098-1098
Source: Self-asserted source
Şaban ÖZTÜRK
grade
Preferred source (of 3)‎

A convolutional neural network model for semantic segmentation of mitotic events in microscopy images

Neural Computing and Applications
2019-08 | Journal article
DOI: 10.1007/s00521-017-3333-9
Part of ISSN: 0941-0643
Part of ISSN: 1433-3058
Source: Self-asserted source
Şaban ÖZTÜRK
grade
Preferred source (of 2)‎

HIC-net: A deep convolutional neural network model for classification of histopathological breast images

Computers & Electrical Engineering
2019-06 | Journal article
DOI: 10.1016/j.compeleceng.2019.04.012
Part of ISSN: 0045-7906
Source: Self-asserted source
Şaban ÖZTÜRK

Application of Feature Extraction and Classification Methods for Histopathological Image using GLCM, LBP, LBGLCM, GLRLM and SFTA

Procedia Computer Science
2018 | Conference paper
DOI: 10.1016/j.procs.2018.05.057
Part of ISSN: 1877-0509
Source: Self-asserted source
Şaban ÖZTÜRK

Effects of Histopathological Image Pre-processing on Convolutional Neural Networks

Procedia Computer Science
2018 | Conference paper
DOI: 10.1016/j.procs.2018.05.166
Part of ISSN: 1877-0509
Source: Self-asserted source
Şaban ÖZTÜRK

Convolution Kernel Size Effect on Convolutional Neural Network in Histopathological Image Processing Applications

2018 International Symposium on Fundamentals of Electrical Engineering (ISFEE)
2018-11 | Conference paper
DOI: 10.1109/isfee.2018.8742484
Source: Self-asserted source
Şaban ÖZTÜRK

Weighting and Classification of Image Features using Optimization Algorithms

2018 International Symposium on Fundamentals of Electrical Engineering (ISFEE)
2018-11 | Conference paper
DOI: 10.1109/isfee.2018.8742479
Source: Self-asserted source
Şaban ÖZTÜRK

An Efficient Retinal Blood Vessel Segmentation using Morphological Operations

2018 2nd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT)
2018-10 | Conference paper
DOI: 10.1109/ismsit.2018.8567239
Source: Self-asserted source
Şaban ÖZTÜRK

Fuzzy logic-based segmentation of manufacturing defects on reflective surfaces

Neural Computing and Applications
2018-04 | Journal article
DOI: 10.1007/s00521-017-2862-6
Part of ISSN: 0941-0643
Part of ISSN: 1433-3058
Source: Self-asserted source
Şaban ÖZTÜRK
grade
Preferred source (of 2)‎

Phase classification of mitotic events using selective dictionary learning for stem cell populations

Computers & Electrical Engineering
2018-04 | Journal article
DOI: 10.1016/j.compeleceng.2018.03.025
Part of ISSN: 0045-7906
Source: Self-asserted source
Şaban ÖZTÜRK

Real-time product quality control system using optimized Gabor filter bank

The International Journal of Advanced Manufacturing Technology
2018-04 | Journal article
DOI: 10.1007/s00170-018-1585-x
Part of ISSN: 0268-3768
Part of ISSN: 1433-3015
Source: Self-asserted source
Şaban ÖZTÜRK
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Peer review (241 reviews for 31 publications/grants)

Review activity for Applied soft computing. (3)
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Review activity for Interdisciplinary sciences: computational life sciences. (5)
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