The invention belongs to the technical field of medical
signal processing, and particularly relates to a tumor
motion prediction method and
system based on electromyographic signals. The
system comprises an image guiding module which is configured to collect an electromyographic
signal and tumor movement of a patient, and extract a
respiration-related
signal from the electromyographic signal by adopting a gating method, template subtraction, envelope calculation and offline filtering in sequence; a cross-
correlation function is adopted to calculate correlation coefficients and look-ahead time of the respiratory correlation signals and tumor movement; the
treatment delivery module is configured to collect an electromyographic signal of a patient and extract a
respiration related signal from the electromyographic signal by adopting a gating method, template subtraction, envelope calculation and online filtering in sequence; and obtaining a prediction result of tumor movement based on the look-ahead time calculated by the image guiding module. The invention further provides a method for predicting tumor movement by applying the
system. The method can compensate the system
delay when the radiotherapy equipment tracks the tumor movement, and has a good application prospect.