Automated fetal brain extraction from clinical ultrasound volumes using 3D convolutional neural networks

To improve the performance of most neuroimage analysis pipelines, brain extraction is used as a fundamental first step in the image processing. However, in the case of fetal brain development for routing clinical assessment, there is a need for a reliable Ultrasound (US)-specific tool. In this work...

Full description

Bibliographic Details
Main Authors: Moser, F, Huang, R, Papageorghiou, AT, Papiez, B, Namburete, AIL
Format: Journal article
Language:English
Published: Medical Image Understanding and Analysis 2020