There is provided a method for processing a physiological signal, the method including the acts of: identifying one or more artifacts in a physiological signal; performing one or more multi-resolution decompositions on the physiological signal to generate two or more decomposition products; and compensating for the one or more artifacts in the two or more decomposition products to generate modifie