Screening patients for elevated LVEDP using a novel noninvasive brachial cuff-ECG system validated a scalable method for detecting a key physiologic marker of heart failure often missed in routine care. The study shows filling pressures can be identified accurately at the point of care, supporting earlier intervention and reducing diagnostic delay across primary and community settings.