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Optimized Hounsfield Units Transformation for Explainable Temporal Stage-Specific Ischemic Stroke Classification in CT Imaging

Background: The early and accurate classification of ischemic stroke stages on computed tomography (CT) remains challenging due to subtle attenuation differences and significant scanner variability. This study developed a neural network framework to dynamically optimize Hounsfield Unit (HU) transfor...

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Principais autores: Radwan Qasrawi, Suliman Thwib, Ghada Issa, Ibrahem Qdaih, Razan Abu Ghoush, Hamza Arjah
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2025-11-01
Serier:Journal of Imaging
Fag:
ischemic stroke
computed tomography
hounsfield unit
image enhancement
neural networks
explainable AI
Online adgang:https://www.mdpi.com/2313-433X/11/12/423
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