Flow cytometry, a powerful technique for analyzing cellular populations, can be augmented by the incorporation of AI matrix spillover analysis. This method leverages machine learning algorithms to model spectral bleed-through between fluorescent dyes used in flow cytometry experiments. By reducing spillover effects, here AI matrix spillover analysi