This paper describes the design of an ultrasonic transducer using different lead-free piezoelectric materials and evaluates their performance in the human blood medium. COMSOL Multiphysics 5.1 is used for the simulation study, where a 2D axis-symmetric model geometry of a piezoelectric transducer was designed with lead-free piezoelectric materials such as barium niobate (Ba2NaNb5O15) (BNN), barium titanate (BaTiO3), lithium niobate (LiNbO3) (LN), and zinc oxide. These piezoelectric materials are capable of being used as thin films. The potential of 1.6 volts at a 350 MHz frequency was applied to the device. The geometry of the sample container for blood is a sector with a 90-degree angle and a radius of 3 micrometers. The surface and radial displacement of the transducer structure of the materials with pressure and stress are studied in liquid blood medium