Cancer growth requires angiogenesis; imaging of angiogenesis may thus improve cancer diagnostics and therapy monitoring. Dynamic contrast enhanced ultrasound (DCE-US) permits imaging angiogenesis at the molecular level by using novel targeted ultrasound contrast agents (tUCA). These agents consist of functionalized microbubbles obtained by engineering their shell with targeting ligands able to bind specific biomarkers, over-expressed in tumor angiogenic vasculature. Quantification of binding may thus provide an indirect way of quantifying angiogenesis. Recently, we proposed the first-pass binding (FPB) model to describe the binding kinetics of tUCA. Fitting DCE-US time-intensity curves (TICs) by the FPB model enables quantification of bindi...