High performance data integration for large-scale analyses of incomplete Omic profiles using Batch-Effect Reduction Trees (BERT)

Algorithm and Implementation

For data integration, BERT relies on the algorithms ComBat and limma, which both mandate that each batch exhibits at least two numerical values per feature. BERT relaxes this condition by additionally allowing features…