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This paper is leveraging the special modeling capabilities of convolutional neural networks so as to Develop an finish-to-end procedure in which they directly predict the ultrasound probe movement from the images on their own, and shows this novel technique appreciably outperforms the conventional strategy and has immediate scientific applicability