Accurate hemodynamic monitoring often requires the use of invasive tools or catheters. Many of these tools, available for adults, cannot be used for critically ill infants and children, because of their size, and because these invasive techniques carry a high risk of complications. Non-invasive monitoring techniques that allow for detecting critical hemodynamic states are of high interest in this population.