Author

O. Goksel

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Review Aug 2026

Pulse-Echo Ultrasound Methods for Speed-of-Sound Estimation: A Review

Speed of sound (SoS) is fundamental to ultrasound beamforming and a promising quantitative biomarker for tissue characterization. Although transmission- and reflector-based methods have demonstrated the diagnostic value of SoS, their need for dedicated hardware or constrained acquisition geometries limits clinical usab...

Can Deniz Bezek, O. Goksel · 0 citations

Preprint Aug 2026

An Accessible Solution for Deformable Image Registration Compared with Learning-Based Approaches

An accessible implementation of pTVreg is introduced, together with a Bayesian optimization framework that automatically sets self-parameters for any DIR task from a set of sample examples, to show that an analytical method can still yield competitive and superior results to deep learning in a common deformable registr...

Onur Ali Zeybekoğlu, D. Tilly, O. Goksel · 0 citations