Label Efficient Classification in Liquid Biopsy Data by Self-supervision.
Hümeyra HusseiniMaximilian NielsenKlaus PantelHarriet WikmanSabine RiethdorfRené WernerPublished in: Bildverarbeitung für die Medizin (2023)
Keyphrases
- data sets
- data analysis
- statistical analysis
- classification accuracy
- data reduction
- database
- high quality
- original data
- data points
- class membership
- raw data
- data distribution
- synthetic data
- training samples
- data collection
- data processing
- input data
- preprocessing
- pattern recognition
- decision trees
- databases
- supervised learning
- data sources
- model selection
- prior knowledge
- feature vectors
- training set
- spatial data
- feature space
- data quality