Body weight, patient activity, and the difference between MHR and RHR are mutually correlated and may reasonably contribute to an algorithm for predicting heart failure deterioration. Blood pressure appears to offer no additional value. As both genesis and symptoms of heart failure exacerbation are non-uniform and complex, the telemonitoring concepts for heart failure patients should employ continuous monitoring of multiple diagnostic parameters, rather than rely on a single parameter.