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...

書誌詳細
主要な著者:	Namburete, A, Xie, W, Noble, J
フォーマット:	Conference item
出版事項:	Springer, Cham 2017

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