Learning to map 2D ultrasound images into 3D space with minimal human annotation

In fetal neurosonography, aligning two-dimensional (2D) ultrasound scans to their corresponding plane in the three-dimensional (3D) space remains a challenging task. In this paper, we propose a convolutional neural network that predicts the position of 2D ultrasound fetal brain sca...

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Détails bibliographiques
Auteurs principaux: Yeung, P-H, Aliasi, M, Papageorghiou, AT, Haak, M, Xie, W, Namburete, AIL
Format: Journal article
Langue:English
Publié: Elsevier 2021