Using pulse oximetry to account for high and low frequency physiological artifacts in the BOLD signal

► Cardiac and respiration cycles can be extracted from pulse oximetry. ► Components of the pulse oximetry signal can model different types of BOLD noise. ► Physiological noise modeling runs the risk of over-parameterization. ► Raw pulse oximetry cycles can be used as a composite model of BOLD noise.