Deep Learning for Cardiac Motion Estimation: Supervised vs. Unsupervised Training.
Huaqi QiuChen QinLoïc Le FolgocBenjamin HouJo SchlemperDaniel RueckertPublished in: STACOM@MICCAI (2019)
Keyphrases
- deep learning
- restricted boltzmann machine
- unsupervised learning
- deep architectures
- cardiac motion estimation
- supervised learning
- weakly supervised
- supervised training
- deep belief networks
- supervised methods
- semi supervised
- machine learning
- unsupervised feature learning
- mental models
- training examples
- training set
- object detectors
- dimensionality reduction
- active learning
- viewpoint
- pattern recognition
- feature selection
- learning algorithm