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Artificial neural network based prediction of the lung tissue involvement as an independent in‐hospital mortality and mechanical ventilation risk factor in COVID‐19

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During COVID‐19 pandemic, artificial neural network (ANN) systems have been providing aid for clinical decisions. However, to achieve optimal results, these models should link multiple clinical data points to simple… Click to show full abstract

During COVID‐19 pandemic, artificial neural network (ANN) systems have been providing aid for clinical decisions. However, to achieve optimal results, these models should link multiple clinical data points to simple models. This study aimed to model the in‐hospital mortality and mechanical ventilation risk using a two step approach combining clinical variables and ANN‐analyzed lung inflammation data.

Keywords: neural network; hospital mortality; ventilation risk; artificial neural; mortality mechanical; mechanical ventilation

Journal Title: Journal of Medical Virology
Year Published: 2023

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