Multi-task CNN for structural semantic segmentation in 3D fetal brain ultrasound

The fetal brain undergoes extensive morphological changes throughout pregnancy, which can be visually seen in ultrasound acquisitions. We explore the use of convolutional neural networks (CNNs) for the segmentation of multiple fetal brain structures in 3D ultrasound images. Accurate automatic segmen...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखकों: Venturini, L, Papageorghiou, AT, Noble, JA, Namburete, AIL
स्वरूप: Conference item
भाषा:English
प्रकाशित: Springer 2020