Development and validation of an explainable machine learning model for mortality prediction in ICU patients with lung cancer.

Notably, although mechanical ventilation and vasopressor use were highly significant in univariate analysis ( P < 0.001), they were not retained in the final model after stepwise regression, likely due to their collinearity with severity scores.

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