GMM+Fisher Vector+SVM vs. Agentic AI: Two Philosophies of Flow Cytometry Automation

AHEAD Medicine's patented GMM→Fisher Vector→SVM pipeline achieves 98% accuracy in AML diagnosis. Flow Monkey's agentic approach reasons through novel panels without retraining. We dissect both archite