Author

Ibrahim Almakky

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Jul 2026

Hierarchy-Aware and Anatomy-Guided Learning for Lung Ultrasound Video Classification

Lung ultrasound (LUS) is a bedside tool for assessing pulmonary edema in patients at risk due to heart failure or impaired kidney function. However, automated LUS analysis remains challenging because of speckle noise, imaging artifacts, and operator-dependent acquisition variability. In this work, we present a deep lea...

Alya Almsouti, Lotfi Abdelkrim Mecharbat, Noha Aboukhater et al. · arXiv.org · 0 citations