Acute Respiratory Distress Syndrome (ARDS) is a form of acute diffuse lung injury caused by various etiologies, which rapidly progresses to acute respiratory failure. It is characterized by a sudden onset and severe clinical course. Globally, ARDS affects approximately 3 million individuals each year, accounting for about 10% of admissions to intensive care units (ICUs). Due to the lack of specific pharmacological therapies, mechanical ventilation remains the mainstay of treatment. Therefore, identifying and analyzing prognostic factors for ARDS patients is of great significance for improving patient outcomes and reducing the incidence of poor prognosis.