Collagen fiber centerline tracking in fibrotic tissue via deep neural networks with variational autoencoder-based synthetic training data generation.
Hyojoon ParkBin LiYuming LiuMichael S. NelsonHelen M. WilsonEftychios SifakisKevin W. EliceiriPublished in: Medical Image Anal. (2023)
Keyphrases
- data generation
- neural network
- feedforward neural networks
- training process
- multi layer perceptron
- real time
- data streams
- streaming data
- back propagation
- diffusion weighted mri
- active learning
- training samples
- multilayer perceptron
- restricted boltzmann machine
- supervised learning
- optical flow
- image analysis
- artificial neural networks
- minimally invasive surgery
- machine learning
- support vector machine
- training examples
- training set
- deep learning
- support vector