Table 1(continued)Tool
Description
Requirements
Type
Interface
Operatingsystem
Programinglanguages References
Batch effect removalBatch effect
removal
Batch effect removal is a method
based on a residual neuralnetwork, trained to minimizethe maximum meandiscrepancy (MMD) betweenthe multivariate distributionsof two replicates, measured indifferent batches
NA
Package
Command
line
Unix/
Linux
Python, R [
115
]
350 Yungang Xu and Xiaobo Zhou