A novel collaborative self-supervised learning method for radiomic data.
Zhiyuan LiHailong LiAnca L. RalescuJonathan R. DillmanNehal A. ParikhLili HePublished in: NeuroImage (2023)
Keyphrases
- synthetic data
- prior knowledge
- data sets
- statistical methods
- training data
- learning process
- input data
- detection method
- data sources
- missing values
- statistical analysis
- training samples
- clustering method
- background knowledge
- test data
- high quality
- correlation analysis
- preprocessing
- data analysis
- learned models
- prior information
- information loss
- bayesian methods
- data collection
- similarity measure
- data structure
- artificial neural networks
- significant improvement
- cost function
- dynamic programming
- unsupervised learning
- support vector machine
- spatial data
- missing data
- semi supervised
- high dimensional data
- original data
- feature set
- pairwise
- online learning
- database