Deep Learning for Ultrasound Speed-of-Sound Reconstruction: Impacts of Training Data Diversity on Stability and Robustness.
Farnaz Khun JushMarkus BielePeter M. DueppenbeckerAndreas K. MaierPublished in: CoRR (2022)
Keyphrases
- deep learning
- training data
- unsupervised learning
- unsupervised feature learning
- supervised learning
- machine learning
- decision trees
- learning algorithm
- training set
- data sets
- prior knowledge
- deep architectures
- mental models
- high resolution
- weakly supervised
- training samples
- reinforcement learning
- image processing
- viewpoint
- training examples
- high dimensional
- computer vision
- data mining