Fetal Skull Reconstruction via Deep Convolutional Autoencoders.
Juan J. CerrolazaYuanwei LiCarlo BiffiAlberto GómezJacqueline MatthewMatthew SinclairChandni GuptaCaroline L. KnightDaniel RueckertPublished 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