Unveiling the immuno-inflammatory endotype of sepsis-associated acute kidney injury: a machine learning-based approach.
Background Sepsis-associated acute kidney injury (SA-AKI) is a frequent and high-mortality complication in critically ill patients. Current diagnostic criteria rely on functional markers that often lag behind the onset of renal injury. While immune dysregulation is central to SA-AKI pathogenesis, few prediction models...