Figure 31-19 Key steps used during development of the bispectral algorithm. Statistical modeling was used to identify the best features of the electroencephalogram for recognition of clinical end points. The circular path notes that the process was iterative. (Redrawn from Kelley SD: Monitoring Level of Consciousness during Anesthesia and Sedation. Natick, MA, Aspect Medical Systems, 2003.)