Enhanced Fetal Plane Classification in Ultrasound Imaging via Prototypical Networks and Few-Shot Learning.

The standard fetal-plane ultrasound images are the most basic in prenatal diagnosis, but the automated classification of these images is difficult due to the paucity of labelled data and the imbalanced class distributions. We present a data-efficient…

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