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Author

M. Darılmaz

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2 papers indexed here

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Sep 2026

Artificial intelligence-assisted diagnosis of pediatric supracondylar humerus fractures: a deep learning-based clinical decision support model.

Accurate detection of pediatric supracondylar humerus fractures remains a diagnostic challenge in emergency settings. To address this, we developed and validated a transfer-learning model, benchmarking its performance against board-certified emergency physicians. A retrospective dataset of 1440 anonymized pediatric elb...

Yaşar Samet Gokçeoğlu, M. Darılmaz, Ömer Levent Karadamar et al. · 0 citations
Open access Jul 2026

Fracture morphology and multidirectional instability in failed closed reduction of pediatric supracondylar humerus fractures

Flexion-type morphology and intraoperatively confirmed Gartland type IV instability were strongly associated with failed closed reduction, which may help surgeons anticipate reduction difficulty and plan operative resources in high-risk pediatric SCHF.

M. Darılmaz, Mustafa Bulut · 0 citations

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