Saban Öztürk

45 papers C 1Journal 42Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	HydraViT: Adaptive multi-branch transformer for multi-label disease classification from Chest X-ray images. Biomed. Signal Process. Control. Saban Öztürk, Mehmet Yigit Turali, Tolga Çukur
2025	J	`jnl`	Meta-Entity Driven Triplet Mining for Aligning Medical Vision-Language Models. CoRR Saban Öztürk, Melih Berk Yilmaz, Muti Kara, M. Talat Yavuz, Aykut Koç, Tolga Çukur
2025	J	`jnl`	Pixel-guided pattern alignment based Hopfield Neural Networks for generalize cancer diagnosis. Biomed. Signal Process. Control. Fayadh Alenezi, Saban Öztürk
2025	J	`jnl`	SUFFICIENT: A scan-specific unsupervised deep learning framework for high-resolution 3D isotropic fetal brain MRI reconstruction. CoRR Jiangjie Wu, Lixuan Chen, Zhenghao Li, Xin Li, Saban Öztürk, Lihui Wang, Rongpin Wang, Hongjiang Wei, Yuyao Zhang
2024	J	`jnl`	A Plug-In Graph Neural Network to Boost Temporal Sensitivity in fMRI Analysis. IEEE J. Biomed. Health Informatics Irmak Sivgin, Hasan Atakan Bedel, Saban Öztürk, Tolga Çukur
2024	J	`jnl`	DenoMamba: A fused state-space model for low-dose CT denoising. CoRR Saban Öztürk, Oguz Can Duran, Tolga Çukur
2024	J	`jnl`	Physics-Driven Autoregressive State Space Models for Medical Image Reconstruction. CoRR Bilal Kabas, Fuat Arslan, Valiyeh Ansarian Nezhad, Saban Öztürk, Emine Ulku Saritas, Tolga Çukur
2023	J	`jnl`	Adaptive diffusion priors for accelerated MRI reconstruction. Medical Image Anal. Alper Güngör, Salman Ul Hassan Dar, Saban Öztürk, Yilmaz Korkmaz, Hasan Atakan Bedel, Gökberk Elmas, Muzaffer Özbey, Tolga Çukur
2023	J	`jnl`	Content-based medical image retrieval with opponent class adaptive margin loss. Inf. Sci. Saban Öztürk, Emin Çelik, Tolga Çukur
2023	—	`conf`	Focal Modulation Based End-to-End Multi-Label Classification for Chest X-Ray Image Classification. SIU Saban Öztürk, Tolga Çukur
2023	J	`jnl`	Focal modulation network for lung segmentation in chest X-ray images. Turkish J. Electr. Eng. Comput. Sci. Saban Öztürk, Tolga Çukur
2023	J	`jnl`	HydraViT: Adaptive Multi-Branch Transformer for Multi-Label Disease Classification from Chest X-ray Images. CoRR Saban Öztürk, Mehmet Yigit Turali, Tolga Çukur
2023	J	`jnl`	Parallel-stream fusion of scan-specific and scan-general priors for learning deep MRI reconstruction in low-data regimes. Comput. Biol. Medicine Salman Ul Hassan Dar, Saban Öztürk, Muzaffer Özbey, Kader Karli Oguz, Tolga Çukur
2023	J	`jnl`	Reverse gamma correction based GARCH model for underwater image dehazing and detail exposure. Expert Syst. Appl. Fayadh Alenezi, Ammar Armghan, Abdullah G. Alharbi, Saban Öztürk, Sara A. Althubiti, Romany Fouad Mansour
2023	J	`jnl`	Unsupervised Medical Image Translation With Adversarial Diffusion Models. IEEE Trans. Medical Imaging Muzaffer Özbey, Onat Dalmaz, Salman Ul Hassan Dar, Hasan Atakan Bedel, Saban Öztürk, Alper Güngör, Tolga Çukur
2022	J	`jnl`	Adaptive Diffusion Priors for Accelerated MRI Reconstruction. CoRR Salman Ul Hassan Dar, Saban Öztürk, Yilmaz Korkmaz, Gökberk Elmas, Muzaffer Özbey, Alper Güngör, Tolga Çukur
2022	J	`jnl`	An effective hashing method using W-Shaped contrastive loss for imbalanced datasets. Expert Syst. Appl. Fayadh Alenezi, Saban Öztürk, Ammar Armghan, Kemal Polat
2022	J	`jnl`	Content-Based Medical Image Retrieval with Opponent Class Adaptive Margin Loss. CoRR Saban Öztürk, Emin Çelik, Tolga Çukur
2022	J	`jnl`	Deep Clustering via Center-Oriented Margin Free-Triplet Loss for Skin Lesion Detection in Highly Imbalanced Datasets. CoRR Saban Öztürk, Tolga Çukur
2022	J	`jnl`	Deep Clustering via Center-Oriented Margin Free-Triplet Loss for Skin Lesion Detection in Highly Imbalanced Datasets. IEEE J. Biomed. Health Informatics Saban Öztürk, Tolga Çukur
2022	J	`jnl`	Unsupervised Medical Image Translation with Adversarial Diffusion Models. CoRR Muzaffer Özbey, Salman Ul Hassan Dar, Hasan Atakan Bedel, Onat Dalmaz, Saban Öztürk, Alper Güngör, Tolga Çukur
2021	J	`jnl`	A novel classification framework using multiple bandwidth method with optimized CNN for brain-computer interfaces with EEG-fNIRS signals. Neural Comput. Appl. Majid Kamal A. Nour, Saban Öztürk, Kemal Polat
2021	J	`jnl`	A novel hybrid deep learning approach including combination of 1D power signals and 2D signal images for power quality disturbance classification. Expert Syst. Appl. Hatem F. Sindi, Majid Kamal A. Nour, Muhyaddin Jamal H. Rawa, Saban Öztürk, Kemal Polat
2021	J	`jnl`	An adaptive deep learning framework to classify unknown composite power quality event using known single power quality events. Expert Syst. Appl. Hatem F. Sindi, Majid Kamal A. Nour, Muhyaddin Jamal H. Rawa, Saban Öztürk, Kemal Polat
2021	J	`jnl`	Attention-based end-to-end CNN framework for content-based X-ray image retrieval. Turkish J. Electr. Eng. Comput. Sci. Saban Öztürk, Adi Alhudhaif, Kemal Polat
2021	J	`jnl`	Automatic Detection of Power Quality Disturbance Using Convolutional Neural Network Structure with Gated Recurrent Unit. Mob. Inf. Syst. Enes Yigit, Umut Özkaya, Saban Öztürk, Dilbag Singh, Hassène Gritli
2021	J	`jnl`	Class-driven content-based medical image retrieval using hash codes of deep features. Biomed. Signal Process. Control. Saban Öztürk
2021	J	`jnl`	Classification of Coronavirus (COVID-19) from X-ray and CT images using shrunken features. Int. J. Imaging Syst. Technol. Saban Öztürk, Umut Özkaya, Mücahid Barstugan
2021	—	`conf`	Coronavirus (Covid-19) Classification Using CT Images by Machine Learning Methods. RTA-CSIT Mücahid Barstugan, Umut Ozkaya, Saban Öztürk
2021	J	`jnl`	Fused Deep Features Based Classification Framework for COVID-19 Classification with Optimized MLP. CoRR Saban Öztürk, Enes Yigit, Umut Ozkaya
2021	J	`jnl`	Residual LSTM layered CNN for classification of gastrointestinal tract diseases. J. Biomed. Informatics Saban Öztürk, Umut Özkaya
2020	J	`jnl`	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 Majid Kamal A. Nour, Hatem F. Sindi, Ehab Atif Abozinadah, Saban Öztürk, Kemal Polat
2020	J	`jnl`	Classification of COVID-19 in Chest CT Images using Convolutional Support Vector Machines. CoRR Umut Özkaya, Saban Öztürk, Serkan Budak, Farid Melgani, Kemal Polat
2020	J	`jnl`	Coronavirus (COVID-19) Classification using CT Images by Machine Learning Methods. CoRR Mücahid Barstugan, Umut Ozkaya, Saban Öztürk
2020	J	`jnl`	Coronavirus (COVID-19) Classification using Deep Features Fusion and Ranking Technique. CoRR Umut Ozkaya, Saban Öztürk, Mücahid Barstugan
2020	J	`jnl`	Gastrointestinal tract classification using improved LSTM based CNN. Multim. Tools Appl. Saban Öztürk, Umut Özkaya
2020	J	`jnl`	Skin Lesion Segmentation with Improved Convolutional Neural Network. J. Digit. Imaging Saban Öztürk, Umut Özkaya
2020	J	`jnl`	Stacked auto-encoder based tagging with deep features for content-based medical image retrieval. Expert Syst. Appl. Saban Öztürk
2020	J	`jnl`	Variants of Artificial Bee Colony algorithm and its applications in medical image processing. Appl. Soft Comput. Saban Öztürk, Rehan Ahmad, Nadeem Akhtar
2019	J	`jnl`	A convolutional neural network model for semantic segmentation of mitotic events in microscopy images. Neural Comput. Appl. Saban Öztürk, Bayram Akdemir
2019	J	`jnl`	Cell-type based semantic segmentation of histopathological images using deep convolutional neural networks. Int. J. Imaging Syst. Technol. Saban Öztürk, Bayram Akdemir
2019	J	`jnl`	HIC-net: A deep convolutional neural network model for classification of histopathological breast images. Comput. Electr. Eng. Saban Öztürk, Bayram Akdemir
2018	J	`jnl`	Effective histopathological image area reduction method for real-time applications. J. Electronic Imaging Saban Öztürk, Bayram Akdemir
2018	J	`jnl`	Phase classification of mitotic events using selective dictionary learning for stem cell populations. Comput. Electr. Eng. Saban Öztürk, Bayram Akdemir
2016	C	`conf`	Novel BiasFeed cellular neural network model for glass defect inspection. CoDIT Saban Öztürk, Bayram Akdemir