ŞÖ
Şaban Öztürk
eess.IVcs.CVcs.LGImage Processing, Computer-Assistedcs.AIMagnetic Resonance ImagingCNNMelanomaNeural Networks, ComputerTomography, X-Ray Computed
On Valency
published · living versionsW_ts775jxa·v1 · currentpublished
Guidance-Coupled Nullspace Drifting for One-Step Medical Image Reconstruction
with M. Tuna Alatan, Agah Server Tapan, Muhammad Usama Mirza, Bilal Kabas +2
1 version
Preprints & journals
21 papers in the corpus · 2020–2025Meta-Entity Driven Triplet Mining for Aligning Medical Vision-Language Models.41894217 · Yilmaz, Melih B, Ozturk, Saban, Kara, Muti et al.2026 · 1 citationIEEE journal of biomedical and health informatics. 2026;30(10):8799-8812
Physics-Driven Autoregressive State Space Models for Medical Image Reconstruction.42490290 · Kabas, Bilal, Arslan, Fuat, Nezhad, Valiyeh A et al.2026 · 24 citationsIEEE transactions on medical imaging. 2026;45(10):5153-5165
DenoMamba: A Fused State-Space Model for Low-Dose CT Denoising.41191471 · Ozturk, Saban, Duran, Oguz Can, Cukur, Tolga2026 · 36 citationsIEEE journal of biomedical and health informatics. 2026;30(6):5353-5366
SUFFICIENT: A scan-specific unsupervised deep learning framework for high-resolution 3D isotropic fetal brain MRI reconstruction2505.17472v2 · Jiangjie Wu, Lixuan Chen, Zhenghao Li et al.2025 · 2 citationsarXiv
A Plug-In Graph Neural Network to Boost Temporal Sensitivity in fMRI Analysis.38885104 · Sivgin, Irmak, Bedel, Hasan Atakan, Ozturk, Saban et al.2024 · 20 citationsIEEE journal of biomedical and health informatics. 2024;28(9):5323-5334
Unsupervised Medical Image Translation With Adversarial Diffusion Models.37379177 · Ozbey, Muzaffer, Dalmaz, Onat, Dar, Salman U H et al.2023 · 523 citationsIEEE transactions on medical imaging. 2023;42(12):3524-3539
Parallel-stream fusion of scan-specific and scan-general priors for learning deep MRI reconstruction in low-data regimes.37883853 · Dar, Salman Ul Hassan, Öztürk, Şaban, Özbey, Muzaffer et al.2023 · 27 citationsComputers in biology and medicine. 2023;167:107610
HydraViT: Adaptive Multi-Branch Transformer for Multi-Label Disease Classification from Chest X-ray Images2310.06143v1 · Saban Ozturk, M. Yigit Turalı, Tolga Cukur2023 · 63 citationsarXiv
Adaptive diffusion priors for accelerated MRI reconstruction.37384951 · Güngör, Alper, Dar, Salman Uh, Öztürk, Şaban et al.2023 · 248 citationsMedical image analysis. 2023;88:102872
Learning Deep MRI Reconstruction Models from Scratch in Low-Data Regimes2301.02613v1 · Salman UH Dar, Saban Ozturk, Muzaffer Ozbey et al.2023 · 1 citationarXiv
Content-Based Medical Image Retrieval with Opponent Class Adaptive Margin Loss2211.15371v1 · Saban Ozturk, Emin Celik, Tolga Cukur2022 · 59 citationsarXiv
Deep Clustering via Center-Oriented Margin Free-Triplet Loss for Skin Lesion Detection in Highly Imbalanced Datasets.35767499 · Ozturk, Saban, Cukur, Tolga2022 · 72 citationsIEEE journal of biomedical and health informatics. 2022;26(9):4679-4690
Fused Deep Features Based Classification Framework for COVID-19 Classification with Optimized MLP2103.09904v1 · Saban Ozturk, Enes Yigit, Umut Ozkaya2021 · 7 citationsarXiv
Residual LSTM layered CNN for classification of gastrointestinal tract diseases.33271341 · Öztürk, Şaban, Özkaya, Umut2021 · 113 citationsJournal of biomedical informatics. 2021;113:103638
Classification of COVID-19 in Chest CT Images using Convolutional Support Vector Machines2011.05746v1 · Umut Ozkaya, Saban Ozturk, Serkan Budak et al.2020 · 26 citationsarXiv
A healthcare evaluation system based on automated weighted indicators with cross-indicators based learning approach in terms of energy management and cybersecurity.33069058 · Nour, Majid, Sindi, Hatem, Abozinadah, Ehab et al.2021 · 17 citationsInternational journal of medical informatics. 2020;144:104300
Classification of Coronavirus (COVID-19) from X-ray and CT images using shrunken features.32904960 · Öztürk, Şaban, Özkaya, Umut, Barstuğan, Mücahid2022 · 132 citationsInternational journal of imaging systems and technology. 2021;31(1):5-15
Skin Lesion Segmentation with Improved Convolutional Neural Network.32378058 · Öztürk, Şaban, Özkaya, Umut2021 · 142 citationsJournal of digital imaging. 2020;33(4):958-970
Coronavirus (COVID-19) Classification using Deep Features Fusion and Ranking Technique2004.03698v1 · Umut Ozkaya, Saban Ozturk, Mucahid Barstugan2020 · 189 citationsarXiv
Classification of Coronavirus Images using Shrunken Features10.1101/2020.04.03.20048868v2 · Ozturk, S., Ozkaya, U., Barstugan, M.2020 · 29 citationsmedRxiv
Coronavirus (COVID-19) Classification using CT Images by Machine Learning Methods2003.09424v1 · Mucahid Barstugan, Umut Ozkaya, Saban Ozturk2020 · 317 citationsarXiv
Career total: 86 works. 21 are in this corpus.
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