Ultrasound image formation is a vital area of research, particularly given the ongoing drive for higher resolution and more detailed diagnostic capabilities. Techniques often involve sophisticated methods that attempt to mitigate the effects of noise and artifacts, aiming to create a clearer view of underlying tissues. This may include interpolatio