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An interpretable machine learning model for predicting sepsis-induced cardiomyopathy in ICU patients: development and validation using the MIMIC-IV database

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Background: Infection-induced systemic inflammation in sepsis leads to fatal organ dysfunction, accounting for most intensive care unit (ICU) fatalities. The associated cardiac impairment, termed sepsis-induced cardiomyopathy (SI... ...