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Detection of osteochondral lesion of talus in ankle magnetic resonance images with GradCAM-based hybrid CNN model

Abstract Background Treatment of osteochondral lesion of talus (OLT), one of the crucial pathologies that can cause pain in the ankle, is guided by the age of onset, severity, and stage of the symptoms. For these reasons, early screening and early intervention for OLT become important. Magnetic reso...

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Hlavní autoři: Mehmet Akçiçek, Harun Bingöl, Bülent Petik, Serkan Ünlü, Muhammed Yıldırım
Médium: Artigo
Jazyk:Inglês
Vydáno: SpringerOpen 2026-01-01
Edice:The Egyptian Journal of Radiology and Nuclear Medicine
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On-line přístup:https://doi.org/10.1186/s43055-025-01661-4
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