Identification of biomarkers associated with diagnosis of acute lung injury based on bioinformatics and machine learning.

Our findings might provide some novel clue for the exploration of novel markers for ALI diagnosis. The critical genes and their associations with immune infiltration may offer new insight into understanding ALI developments.