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This paper is leveraging the one of a kind modeling abilities of convolutional neural networks so as to build an end-to-close method exactly where they immediately predict the ultrasound probe motion from the pictures themselves, and reveals that this novel approach significantly outperforms the normal strategy and has direct medical applicability.