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Natalia Sitek-Ignac

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Review Open access Aug 2026

From Single-Center Feasibility to a Multi-Institutional Cohort: A 2.5D Deep Learning Study of Pediatric Craniofacial Fracture Triage on CT

Background: Pediatric craniofacial fractures are difficult to assess on computed tomography (CT) because growth-related anatomy and subtle fracture patterns can obscure clinically relevant findings. We evaluated a lightweight 2.5D deep-learning approach after expansion of an earlier 63-examination pilot. Methods: The r...

Bartosz Ignac, Lukasz Walusiak, Natalia Sitek-Ignac et al. · 0 citations

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