Author

Ishak Paçal

3 papers indexed here

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Open access Oct 2026

SBRF-Det: Scale-Boundary Representative Fusion for Multi-Finding Detection in Panoramic Dental Radiographs

Background: Panoramic dental radiographs frequently contain multiple coexisting pathological, anatomical, and treatment-related findings that vary in scale, contrast, and boundary definition. Although recent one-stage detectors provide strong performance, reliable localization of small or weakly defined findings remain...

Furkan Karataş, Ö. Aslan, Mehmet Burukanli et al. · Diagnostics · 0 citations

Open access Sep 2026

Basin-Scale Vegetation Sensitivity to Relative Humidity Variability Across Türkiye Under CMIP6 SSP Pathways

Relative humidity (RH) provides complementary information on atmospheric moisture conditions that is not captured by precipitation alone. This study characterizes basin-scale RH-associated vegetation sensitivity across Türkiye’s 25 hydrographic basins using MODIS MOD13A1 NDVI observations for 2000–2024 and processed CM...

Mehmet Ali Çelik, Adile Bilik, Yasin Paşa et al. · Climate · 0 citations

Open access Sep 2026

Modern Vision Transformer Models for Accurate and Explainable Brain Tumor MRI Classification

Accurate brain tumor classification from magnetic resonance imaging (MRI) remains difficult because glioma, meningioma, and pituitary tumors may exhibit overlapping enhancement, morphology, and slice-dependent appearance. This study presents a controlled comparison of Vision Transformer, Data-efficient Image Transforme...

Ishak Paçal · OBM Neurobiology · 0 citations