Benefits of Deep Learning Chest X-ray Features in the Mortality Prediction of COVID-19-associated ARDS Patients
Abstract:Acute respiratory distress syndrome associated with COVID-19 (ARDS-COV19) is a severe pulmonary syndrome leading to acute respiratory failure. ARDS is complex and heterogeneous, with patients frequently needing invasive mechanical ventilation (IMV) in intensive care units (ICUs). The identification of risk groups is crucial for precision medicine, although the lack of diagnostic methods can be limiting. Chest radiography is a qualitative and accessible imaging examination routinely used in ICU settings. The de… Show more
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