scatterHatch: an R/Bioconductor package for colorblind accessible visualization of single-cell data


Summary: Color is often used as a primary differentiating factor in visualization of single-cell and multi-omics analyses. However, color-based visualizations are extremely limiting and require additional considerations to account for the wide range of color perceptions in the population. The scatterHatch package provides software for accessible single-cell visualizations that use patterns in conjunction with colors to amplify the distinction between different cell types, states, and groups.
Availability: scatterHatch is available on Github at
Supplementary information: Supplementary figures are provided in the attached document.

Competing Interest Statement

The authors have declared no competing interest.

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