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Ultrasound Plane Pose Regression: Assessing Generalized Pose Coordinates in the Fetal Brain. (arXiv:2301.08317v2 [cs.CV] UPDATED)
cs.CV updates on arXiv.org arxiv.org
In obstetric ultrasound (US) scanning, the learner's ability to mentally
build a three-dimensional (3D) map of the fetus from a two-dimensional (2D) US
image represents a significant challenge in skill acquisition. We aim to build
a US plane localization system for 3D visualization, training, and guidance
without integrating additional sensors. This work builds on top of our previous
work, which predicts the six-dimensional (6D) pose of arbitrarily oriented US
planes slicing the fetal brain with respect to a normalized reference …
acquisition aim arxiv brain build challenge generalized image localization map plane regression three-dimensional training visualization