This primary-care screening study found nearly 40% of high-risk outpatients had elevated LVEDP detected non-invasively, many without a prior heart-failure diagnosis. The results demonstrate how objective physiologic assessment can be integrated into routine workflows to uncover hidden cardiac risk and support earlier referral, monitoring, and escalation decisions.