Training Deep Network Ultrasound Beamformers With Unlabeled In Vivo Data.
Jaime TierneyAdam LuchiesChristopher KhanJennifer BakerDaniel B. BrownBrett C. ByramMatthew BergerPublished in: IEEE Trans. Medical Imaging (2022)
Keyphrases
- data collection
- data sets
- data points
- database
- data transfer
- data analysis
- prior knowledge
- network bandwidth
- ultrasound images
- raw data
- synthetic data
- small number
- training data
- neural network
- knowledge discovery
- supervised learning
- probability distribution
- unsupervised learning
- training samples
- end users
- data sources
- data structure