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Interpretable structural modeling of MR images using q − Bézier curves: A geometry-aware paradigm beyond deep learning | Synapse
March 3, 2026
Interpretable structural modeling of MR images using q − Bézier curves: A geometry-aware paradigm beyond deep learning
FÖ
Faruk Özger
AO
Aytuğ Onan
NT
Nezihe Turhan
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Key Points
The study showcases an innovative approach to structural modeling using Bézier curves.
Key evidence shows a notable reduction in errors compared to traditional deep learning models.
Analysis involved a comparison between geometry-aware paradigms and standard deep learning techniques.
Significance highlights potential advancements in image interpretation exceeding current deep learning capabilities.
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Özger et al. (Tue,) studied this question.
synapsesocial.com/papers/69a75b4ec6e9836116a2266f
https://doi.org/https://doi.org/10.1016/j.ins.2026.123147