“…The QUS methods eliminate the necessity of upgrading the ultrasound device and enhance the feasibility of algorithms, which have the potential of real-time monitoring in the peri-ablation period. Different QUS approaches aim to identify the boundaries of the ablation coagulation zones, including ultrasonic backscattered energy, 16,17 ultrasonic attenuation coefficient, 18,19 ultrasound scatterer property parameters, 20,21 ultrasound echo decorrelation, [22][23][24][25] ultrasound radiofrequency echo time series analysis, 26,27 thermotherapy ultrasonic view, 28,29 ultrasound information entropy, 30 and ultrasonic envelope statistics. [31][32][33][34][35][36] Among them, the method of envelope statistics is to model the echo envelope signal by utilizing the probability distribution function (PDF), 37 and extract the parametric map which can visualize the ablated zone.…”