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Acute heart failure (AHF) is a leading cause of hospitalization and is associated with high short-term morbidity and mortality, with 20-30% of patients experiencing rehospitalization or death within 30 days. Early adverse events often reflect incomplete recovery, highlighting the need for improved risk stratification after clinical stabilization .Current prognostic approaches mainly focus on hemodynamic congestion. Persistent pulmonary congestion at discharge is a strong predictor of poor outcomes, but these markers primarily assess macrocirculatory abnormalities and do not capture microcirculatory dysfunction, which may persist despite apparent clinical improvement. Lung ultrasound, through the Lung Ultrasound Score (LUS), provides a validated assessment of pulmonary congestion and has demonstrated prognostic value in AHF. However, LUS does not reflect systemic tissue perfusion. In cont
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