Improving Fast MRI Reconstructions with Pretext Learning in Low-Data Regime.
Amrit Kumar JethiRoberto SouzaKeerthi RamMohanasankar SivaprakasamPublished in: EMBC (2022)
Keyphrases
- high quality
- data sets
- data processing
- learning algorithm
- data analysis
- prior knowledge
- highly correlated
- database
- data quality
- raw data
- statistical analysis
- computer systems
- data sources
- learning process
- data collection
- synthetic data
- missing data
- end users
- data distribution
- sensor data
- feature selection
- training data
- noisy data
- original data
- data structure
- human experts
- experimental data
- image reconstruction
- microarray
- background knowledge
- high resolution
- online learning
- input data
- image data