pyComBat, a Python tool for batch effects correction in high-throughput molecular data using empirical Bayes methods.
Abdelkader BehdennaMaximilien ColangeJulien HazizaAryo GemaGuillaume AppéChloé-Agathe AzencottAkpéli NordorPublished in: BMC Bioinform. (2023)
Keyphrases
- high throughput
- genomic data
- data sets
- data mining techniques
- data acquisition
- data processing
- high dimensional data
- empirical bayes
- interaction networks
- statistical methods
- microarray
- high throughput technologies
- statistical analysis
- data collection
- low cost
- knowledge discovery
- data sources
- data management
- data mining tools
- systems biology
- biological knowledge
- image analysis
- database systems