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Direct estimation of fetal head circumference from ultrasound images based on regression CNN
In this paper, we depart from this idea and propose to leverage the ability of convolutional neural networks (CNN) to directly measure the head circumference, without having to resort to handcrafted features or manually labeled segmented images.
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