Version Compatibility

Reference examples tested with: flowCore 2.14+, ggplot2 3.5+

Before using code patterns, verify installed versions match. If versions differ:

• R: packageVersion('<pkg>') then ?function_name to verify parameters

If code throws ImportError, AttributeError, or TypeError, introspect the installed package and adapt the example to match the actual API rather than retrying.

Cytometry QC

"Run quality control on my flow cytometry data" → Assess acquisition quality by checking flow rate stability, signal drift, margin events, and dead cell frequencies to identify problematic samples.

• R: flowAI::flow_auto_qc() for automated anomaly detection

Automated QC with flowAI