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Open access 2026

Predictive performance of supervised machine learning models for temporomandibular joint disc displacement in adolescents diagnosed by magnetic resonance imaging

Supervised ML algorithms showed balanced potential in diagnosing TMJ disc displacement in adolescents based on morphological and signal intensity features derived from Magnetic Resonance Imaging.

S. Erol, H. Özer, Ismail Dilek et al. · 0 citations
Review Open access Aug 2026

Machine Learning-Based Comparison of Non-Contrast ASL and DSC-MRI Perfusion for Differentiating Recurrent High-Grade Glioma from Treatment Effects

Background/Objectives: Differentiating high-grade glioma recurrence from treatment-related changes remains challenging on conventional MRI. This study evaluated non-contrast arterial spin labeling (ASL) perfusion MRI for this distinction and compared its performance with dynamic susceptibility contrast (DSC) perfusion...

S. Erol, H. Özer, A. Batur et al. · 0 citations

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