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This paper is leveraging the exclusive modeling abilities of convolutional neural networks in order to build an conclude-to-conclusion technique where they directly predict the ultrasound probe motion from the photographs them selves, and shows that this novel strategy noticeably outperforms the common process and it has immediate clinical applicab