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Acute lung injury (ALI)/ARDS ALI/ARDS is a common clinical critical illness with a rapid onset and high mortality rate and is one of the major causes of death in critically ill patients

For large datasets, machine learning techniques such as hidden Markov models, Bayesian methods, support vector machines (SVM), random forests, and neural networks can be beneficial for prediction and biomarker discovery (Liebal et al., 2020)

Nakagoe T, Sawai T, Tsuji T, et al

Two cell membrane receptors have been well characterized, namely, CysLT1 (synonyms, cysteinyl leukotriene receptor 1, cysteinyl leukotriene D4 receptor, and LTD4 receptor) and CysLT2 (Kanaoka and Boyce, 2004, Singh et al., 2010)