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Single-Cell Data Integration

Harmony iteratively soft-clusters cells in PCA space and applies cluster-specific linear corrections that penalize batch-dominated clusters, converging on an embedding where cells mix by type across batches. Over-correction erases real condition differences, so it must be benchmarked.