The invention discloses an ECMO pipeline
blood flow state monitoring method and
system based on video analysis, and belongs to the technical field of medical monitoring. The method comprises the following steps: acquiring a video
stream of an ECMO pipeline, dynamically positioning the center of the pipeline, and extracting a one-dimensional average gray scale
time sequence signal; calculating a dynamic baseline for the
time sequence signal, and extracting a normalized waveform event segment; an optical polarity index and a normalized
energy dispersion index of the waveform event segment are calculated, the optical polarity index represents a positive and
negative energy distribution difference, and the normalized
energy dispersion index represents an energy concentration or dispersion form; and finally, constructing a
feature vector based on the optical polarity index and the normalized
energy dispersion index, and discriminating bubbles by using a classifier to realize monitoring. According to the invention, the dependence on
signal absolute intensity is abandoned, and the accuracy and reliability of bubble monitoring in a complex clinical environment are obviously improved.