Towards lower-dose PET using physics-based uncertainty-aware multimodal learning with robustness to out-of-distribution data.
Viswanath P. SudarshanUddeshya UpadhyayGary F. EganZhaolin ChenSuyash P. AwatePublished in: Medical Image Anal. (2021)
Keyphrases
- data collection
- data sets
- raw data
- learning process
- data distribution
- image data
- database
- active learning
- uncertain data
- original data
- training data
- synthetic data
- data analysis
- prior knowledge
- experimental data
- probability distribution
- learned models
- knowledge discovery
- bayesian networks
- computer systems
- data points
- background knowledge
- spatial data
- high quality
- data sources
- uniformly distributed