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    • Moving beyond the lines: lung ultrasound pixel-wise computer-assisted analysis for critically ill patients
    Authors: Orphée, Faucoz; Denis, Standarovski; Amazigh, Aguersif;  Advisor: -;  Co-Author: - (2023)

    Lung ultrasonography (LUS) has become an essential component of the evaluation and clinical management of patients admitted to the intensive care unit (ICU). The interpretation of LUS artifact (A- and B-patterns), analysis of the pleura, and the visualization of real images (C pattern) have demonstrated usefulness for the differential diagnosis of acute respiratory failure (ARF) [1]. However, current methods are non-quantitative and have important drawbacks deriving from visually guided assessment of LUS data [2]. Interestingly, recent in vitro and in vivo studies suggest that LUS data carry valuable information that correlates with lung density [2].