Author

Sergen Palaz

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Open access Sep 2026

Accelerating the Radiology Learning Curve: How the Parameter-Based I-TIRADS Lexicon Enhances Interpretive Reliability and Learning Curves Across Resident Experience Levels—A Dynamic Video-Based Study

Background/Objectives: Standardizing thyroid nodule assessment remains a major challenge in clinical practice and radiology education. Traditional categorical risk stratification systems (RSSs) often yield high interobserver variability, particularly among trainees. This study evaluated the reproducibility, educational...

Burak Yangoz, Mustafa Sağan, Ismet Duman et al. · Diagnostics · 0 citations

Open access Aug 2026

Diagnostic performance and short-interval reproducibility of multimodal large language models in differentiating cholesteatoma from chronic otitis media using key-image temporal bone high-resolution computed tomography.

The evaluated models lacked the spatial precision and consistency required for the accurate assessment of complex middle ear structures and underscores the necessity for verification by a radiologist and continuous monitoring.

B. Yağcı, Sergen Palaz, E.A. Cetinkaya et al. · Diagnostic and Interventiona... · 0 citations