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Author

S. Özçelik

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2 papers indexed here

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Open access Sep 2026

Knowledge-Guided Deep Learning with Clinical EEG Biomarkers for Automated Dementia Detection and Staging

Background: Early detection of dementia is essential for timely intervention, yet existing diagnostic approaches remain costly, invasive, or dependent on specialized expertise. Electroencephalography (EEG) offers a non-invasive and accessible alternative; however, purely data-driven deep learning models may overlook cl...

N. Sobahi, S. Özçelik, Abdulkadir Şengür et al. · 0 citations
Jul 2026

Deep Learning-Assisted Three-Dimensional Segmentation of Vertebrobasilar Artery Calcification in Cone Beam Computed Tomography.

ImprovedVertebroV5, a 3D U-Net architecture incorporating focal attention mechanisms, small-object detection modules, and pyramid pooling for context aggregation, demonstrated promising internal validation performance for automated VBAC segmentation on CBCT images and may support the future development of opportunistic...

Kardelen Demirezer, S. Özçelik, O. Altun et al. · 0 citations

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