Harmony
Fast, sensitive, and accurate integration of single-cell RNA-seq data across multiple datasets, batches, or experimental conditions.
What is Harmony?
Harmony is an R package designed for fast, sensitive, and accurate integration of single-cell RNA sequencing data. It solves the critical problem of batch effects and technical variation when combining datasets from different experiments, platforms, or conditions, enabling unified analysis of scRNA-seq data. The algorithm preserves biological heterogeneity while removing unwanted technical artifacts.
Bioinformaticians, computational biologists, and researchers working with single-cell RNA sequencing data who need to integrate multiple datasets or correct for batch effects in their analyses.
Developers choose Harmony for its proven accuracy in preserving biological signals, seamless integration with popular tools like Seurat, and computational efficiency that handles large-scale datasets while remaining accessible through a user-friendly R interface.
Overview
Fast, sensitive and accurate integration of single-cell data with Harmony
Use Cases
Best For
- Integrating single-cell datasets from multiple experimental batches or platforms
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