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This paper is leveraging the special modeling capabilities of convolutional neural networks as a way to build an conclusion-to-conclude process wherever they directly predict the ultrasound probe motion from the images on their own, and shows this novel strategy appreciably outperforms the common approach and it has direct clinical applicability.Ro