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: CoRR (2021)
Keyphrases
- prior knowledge
- data collection
- data distribution
- data sets
- training data
- uncertain data
- high quality
- database
- raw data
- human experts
- experimental data
- probability distribution
- supervised learning
- original data
- data quality
- synthetic data
- knowledge discovery
- online learning
- learning process
- data analysis
- reinforcement learning
- data points
- data processing
- xml documents
- learning systems
- background knowledge
- data structure
- decision trees
- e learning
- learning algorithm
- machine learning
- learning models
- multimodal data