Comparison of Batch Effect Removal Methods for High Dimensional Mass Cytometry Data.
Aleksandra SuwalskaNelita du Plessis-BurgerGian van der SpuyJoanna PolanskaPublished in: IWBBIO (2) (2022)
Keyphrases
- data sets
- high dimensional data
- data analysis
- data mining methods
- noisy data
- data points
- data reduction
- machine learning methods
- complex structures
- human experts
- missing values
- database
- synthetic data
- data collection
- high dimensional
- data processing
- spectral clustering
- statistical analysis
- original data
- knowledge discovery
- raw data
- statistical methods
- data mining techniques
- preprocessing
- data structure
- sparse data
- high dimensional data sets
- prior knowledge
- data quality
- regression model
- input space
- high dimensional datasets