Fast, sensitive and accurate integration of single-cell data with Harmony | Nature Methods
Benchmarking atlas-level data integration in single-cell genomics | Nature Methods
Batch Effect Correction in Chromium Single Cell ATAC Data - 10x Genomics
Qualitative evaluation of 14 batch-effect correction methods using UMAP... | Download Scientific Diagram
36. Batch correction — Single-cell best practices
A benchmark of batch-effect correction methods for single-cell RNA sequencing data | Genome Biology | Full Text
Comparison of SAVERCAT with Seurat, Harmony and scVI in removing batch... | Download Scientific Diagram
Multi-batch cytometry data integration for optimal immunophenotyping | bioRxiv
Webinar: Fast, sensitive, and accurate integration of single-cell data with Harmony | Ilya Korsunsky - YouTube
A benchmark of batch-effect correction methods for single-cell RNA sequencing data | Genome Biology | Full Text
Comparison of batch effect correction methods for the human... | Download Scientific Diagram
Are batch effects still relevant in the age of big data?: Trends in Biotechnology
Publication highlight: Benchmarking scRNA-seq batch correction methods - 10x Genomics
Harmony single cell integration — RunHarmony • harmony
scATAC-seq data integration • Signac
8 Batch effect correction | Analysis workflow for IMC data
Fast, Sensitive, and Accurate Integration of Single Cell Data • harmony
Fast, sensitive and accurate integration of single-cell data with Harmony | Nature Methods
about batch correction in scRNA-seq
Harmony - Partek® Documentation
Batch Effect Correction in Chromium Single Cell ATAC Data - 10x Genomics
UMAPs before (a) and after batch correction using (b) Harmony, (c)... | Download Scientific Diagram
Single-cell integration benchmarking
Quick start to Harmony • harmony
Genome Biology on X: "Tran, Ang, Chevrier, Zhang, Chen and co present a benchmark for batch effect correction methods for scRNA-seq data, to allow integration of different batches. Benchmarked on 10 datasets
BatchBench – flexible comparison of batch correction methods for single-cell RNA-seq | RNA-Seq Blog
Batch correction using the Harmony algorithm. (A) Single cell UMAP... | Download Scientific Diagram
