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This paper is leveraging the exceptional modeling abilities of convolutional neural networks to be able to Create an close-to-close method where by they straight predict the ultrasound probe motion from the pictures on their own, and demonstrates this novel tactic significantly outperforms the regular approach and has direct scientific applicabilit