Predictive Factors and Onset Timing of Delirium in Hospitalized Patients with Heart Failure

Elevated anticholinergic loads and the presence of infection were primary contributors to early-onset delirium; malnutrition and the body mass index were critical for late-onset delirium. These findings emphasize the need for targeted preventive strategies based on delirium onset timing.