This paper is leveraging the special modeling capabilities of convolutional neural networks so as to Make an conclude-to-end program the place they specifically predict the ultrasound probe movement from the pictures them selves, and exhibits that this novel method drastically outperforms the regular method and has immediate medical applicability.T