Robust regression of brain maturation from 3D fetal neurosonography using CRNs

Robust regression of brain maturation from 3D fetal neurosonography using CRNs

We propose a fully three-dimensional Convolutional Regression Network (CRN) for the task of predicting fetal brain maturation from 3D ultrasound (US) data. Anatomical development is modelled as the sonographic patterns visible in the brain at a given gestational age, which are aggregated by the mode...

書目詳細資料
Main Authors:	Namburete, A, Xie, W, Noble, J
格式:	Conference item
出版:	Springer, Cham 2017

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