Comparison of Efficacy Between Non‐Invasive Ventilation and High‐Flow Nasal Cannula Oxygen Therapy in Treating Acute Pulmonary Edema

Study limitation reported by the research below: “The study uses two large administrative/EHR databases (MIMIC-IV, eICU); treatment assignment was not randomized, so residual confounding remains a concern.”