Example.Basic.BlandAltmanPlot

This task type generates a Bland-Altman plot / Tukey mean difference plot, to assess the agreement between two measurement methods. It computes the mean of two sets of values and their differences, visualizing the differences against the means to identify any systematic bias or variation.

Bland-Altman plots are used to evaluate the degree of agreement between two different measurement techniques.

Example use cases:

• Comparing modalities (evaluations from micro-CT vs. histology)

• Comparing workflows (new vs. standard evaluation workflow)

• Quality control in scientific instruments

The plot helps identify:

• Systematic bias (mean difference)

• Random variation (limits of agreement)

• Potential outliers or patterns in the data