Fetal Skull Reconstruction via Deep Convolutional Autoencoders.

Juan J. Cerrolaza Yuanwei Li Carlo Biffi Alberto Gómez Jacqueline Matthew Matthew Sinclair Chandni Gupta Caroline L. Knight Daniel Rueckert

Published in: EMBC (2018)

Keyphrases

deep belief networks
deep learning
mid sagittal plane
restricted boltzmann machine
unsupervised learning
denoising
probabilistic model
hierarchical models

ultrasound images
sparse coding
ct images
compressed sensing
generative model
three dimensional
discrete tomography
reconstruction process

brain images
image reconstruction
unsupervised feature learning
computer vision
heart rate
reconstruction error
network architecture
machine learning

mri images
high resolution
tomographic reconstruction
multiscale
supervised learning
natural images
learning algorithm