A Novel Collaborative Self-Supervised Learning Method for Radiomic Data.
Zhiyuan LiHailong LiAnca L. RalescuJonathan R. DillmanNehal A. ParikhLili HePublished in: CoRR (2023)
Keyphrases
- synthetic data
- prior knowledge
- input data
- data sets
- test data
- data analysis
- correlation analysis
- information loss
- support vector machine
- missing data
- database
- knowledge discovery
- prior information
- detection method
- data collection
- training samples
- preprocessing
- training data
- knowledge acquisition
- data quality
- unsupervised learning
- segmentation method
- model selection
- bayesian methods
- learning algorithm
- data sources
- significant improvement
- learning scheme
- feature space
- objective function
- computer supported collaborative learning
- statistical methods
- learned models
- spatial data
- training examples
- statistical analysis
- em algorithm
- active learning
- pairwise
- image segmentation
- feature selection
- neural network