Saban Öztürk

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 39

Top Topics

Imbalanced Datasets

Medical Image Retrieval

Semantic Segmentation

Top Venues

Expert Syst. Appl.

Neural Comput. Appl.

Comput. Electr. Eng.

Publications

Salman Ul Hassan Dar, Saban Öztürk, Muzaffer Özbey, Kader Karli Oguz, Tolga Çukur
Parallel-stream fusion of scan-specific and scan-general priors for learning deep MRI reconstruction in low-data regimes. Comput. Biol. Medicine 167 (2023)
Muzaffer Özbey, Onat Dalmaz, Salman Ul Hassan Dar, Hasan Atakan Bedel, Saban Öztürk, Alper Güngör, Tolga Çukur
Unsupervised Medical Image Translation With Adversarial Diffusion Models. IEEE Trans. Medical Imaging 42 (12) (2023)
Saban Öztürk, M. Yigit Turali, Tolga Çukur
HydraViT: Adaptive Multi-Branch Transformer for Multi-Label Disease Classification from Chest X-ray Images. CoRR (2023)
Saban Öztürk, Tolga Çukur
Focal modulation network for lung segmentation in chest X-ray images. Turkish J. Electr. Eng. Comput. Sci. 31 (6) (2023)
Saban Öztürk, Tolga Çukur
Focal Modulation Based End-to-End Multi-Label Classification for Chest X-Ray Image Classification. SIU (2023)
Fayadh Alenezi, Ammar Armghan, Abdullah G. Alharbi, Saban Öztürk, Sara A. Althubiti, Romany Fouad Mansour
Reverse gamma correction based GARCH model for underwater image dehazing and detail exposure. Expert Syst. Appl. 232 (2023)
Saban Öztürk, Emin Çelik, Tolga Çukur
Content-based medical image retrieval with opponent class adaptive margin loss. Inf. Sci. 637 (2023)
Alper Güngör, Salman UH Dar, Saban Öztürk, Yilmaz Korkmaz, Hasan A. Bedel, Gökberk Elmas, Muzaffer Özbey, Tolga Çukur
Adaptive diffusion priors for accelerated MRI reconstruction. Medical Image Anal. 88 (2023)
Saban Öztürk, Tolga Çukur
Deep Clustering via Center-Oriented Margin Free-Triplet Loss for Skin Lesion Detection in Highly Imbalanced Datasets. IEEE J. Biomed. Health Informatics 26 (9) (2022)
Fayadh Alenezi, Saban Öztürk, Ammar Armghan, Kemal Polat
An effective hashing method using W-Shaped contrastive loss for imbalanced datasets. Expert Syst. Appl. 204 (2022)
Muzaffer Özbey, Salman Ul Hassan Dar, Hasan Atakan Bedel, Onat Dalmaz, Saban Öztürk, Alper Güngör, Tolga Çukur
Unsupervised Medical Image Translation with Adversarial Diffusion Models. CoRR (2022)
Salman Ul Hassan Dar, Saban Öztürk, Yilmaz Korkmaz, Gökberk Elmas, Muzaffer Özbey, Alper Güngör, Tolga Çukur
Adaptive Diffusion Priors for Accelerated MRI Reconstruction. CoRR (2022)
Saban Öztürk, Emin Çelik, Tolga Çukur
Content-Based Medical Image Retrieval with Opponent Class Adaptive Margin Loss. CoRR (2022)
Saban Öztürk, Tolga Çukur
Deep Clustering via Center-Oriented Margin Free-Triplet Loss for Skin Lesion Detection in Highly Imbalanced Datasets. CoRR (2022)
Saban Öztürk, Enes Yigit, Umut Ozkaya
Fused Deep Features Based Classification Framework for COVID-19 Classification with Optimized MLP. CoRR (2021)
Majid Kamal A. Nour, Saban Öztürk, Kemal Polat
A novel classification framework using multiple bandwidth method with optimized CNN for brain-computer interfaces with EEG-fNIRS signals. Neural Comput. Appl. 33 (22) (2021)
Hatem Sindi, Majid Kamal A. Nour, Muhyaddin Jamal H. Rawa, Saban Öztürk, Kemal Polat
An adaptive deep learning framework to classify unknown composite power quality event using known single power quality events. Expert Syst. Appl. 178 (2021)
Saban Öztürk, Adi Alhudhaif, Kemal Polat
Attention-based end-to-end CNN framework for content-based X-ray image retrieval. Turkish J. Electr. Eng. Comput. Sci. 29 (SI-1) (2021)
Saban Öztürk, Umut Özkaya
Residual LSTM layered CNN for classification of gastrointestinal tract diseases. J. Biomed. Informatics 113 (2021)
Enes Yigit, Umut Özkaya, Saban Öztürk, Dilbag Singh, Hassène Gritli
Automatic Detection of Power Quality Disturbance Using Convolutional Neural Network Structure with Gated Recurrent Unit. Mob. Inf. Syst. 2021 (2021)
Saban Öztürk
Class-driven content-based medical image retrieval using hash codes of deep features. Biomed. Signal Process. Control. 68 (2021)
Saban Öztürk, Umut Özkaya, Mücahid Barstugan
Classification of Coronavirus (COVID-19) from X-ray and CT images using shrunken features. Int. J. Imaging Syst. Technol. 31 (1) (2021)
Hatem Sindi, Majid Kamal A. Nour, Muhyaddin Jamal H. Rawa, Saban Öztürk, Kemal Polat
A novel hybrid deep learning approach including combination of 1D power signals and 2D signal images for power quality disturbance classification. Expert Syst. Appl. 174 (2021)
Mücahid Barstugan, Umut Ozkaya, Saban Öztürk
Coronavirus (Covid-19) Classification Using CT Images by Machine Learning Methods. RTA-CSIT (2021)
Umut Özkaya, Saban Öztürk, Serkan Budak, Farid Melgani, Kemal Polat
Classification of COVID-19 in Chest CT Images using Convolutional Support Vector Machines. CoRR (2020)
Mücahid Barstugan, Umut Ozkaya, Saban Öztürk
Coronavirus (COVID-19) Classification using CT Images by Machine Learning Methods. CoRR (2020)
Majid Kamal A. Nour, Hatem Sindi, Ehab Abozinadah, Saban Öztürk, Kemal Polat
A healthcare evaluation system based on automated weighted indicators with cross-indicators based learning approach in terms of energy management and cybersecurity. Int. J. Medical Informatics 144 (2020)
Saban Öztürk
Stacked auto-encoder based tagging with deep features for content-based medical image retrieval. Expert Syst. Appl. 161 (2020)
Umut Ozkaya, Saban Öztürk, Mücahid Barstugan
Coronavirus (COVID-19) Classification using Deep Features Fusion and Ranking Technique. CoRR (2020)
Saban Öztürk, Umut Özkaya
Gastrointestinal tract classification using improved LSTM based CNN. Multim. Tools Appl. 79 (39-40) (2020)
Saban Öztürk, Umut Özkaya
Skin Lesion Segmentation with Improved Convolutional Neural Network. J. Digit. Imaging 33 (4) (2020)
Saban Öztürk, Rehan Ahmad, Nadeem Akhtar
Variants of Artificial Bee Colony algorithm and its applications in medical image processing. Appl. Soft Comput. 97 (Part) (2020)
Saban Öztürk, Bayram Akdemir
HIC-net: A deep convolutional neural network model for classification of histopathological breast images. Comput. Electr. Eng. 76 (2019)
Saban Öztürk, Bayram Akdemir
A convolutional neural network model for semantic segmentation of mitotic events in microscopy images. Neural Comput. Appl. 31 (8) (2019)
Saban Öztürk, Bayram Akdemir
Cell-type based semantic segmentation of histopathological images using deep convolutional neural networks. Int. J. Imaging Syst. Technol. 29 (3) (2019)
Saban Öztürk, Bayram Akdemir
Effective histopathological image area reduction method for real-time applications. J. Electronic Imaging 27 (05) (2018)
Saban Öztürk, Bayram Akdemir
Fuzzy logic-based segmentation of manufacturing defects on reflective surfaces. Neural Comput. Appl. 29 (8) (2018)
Saban Öztürk, Bayram Akdemir
Phase classification of mitotic events using selective dictionary learning for stem cell populations. Comput. Electr. Eng. 67 (2018)
Saban Öztürk, Bayram Akdemir
Novel BiasFeed cellular neural network model for glass defect inspection. CoDIT (2016)