The invention discloses an ultrasonic contrast agent microbubble detection and analysis
system based on intelligent
perception, particularly relates to the field of
ultrasonic imaging, is used for solving the problem of accurate detection and analysis of multi-target labeled
microbubbles in a complex
blood flow environment, and is characterized in that an ultrasonic probe is triggered by
broadband pulse to obtain
original data, and information of an included angle between a
scanning plane and a
blood flow is combined; projection deviation is corrected through a micro-angle
resampling technology, an accurate and consistent micro-bubble time-frequency three-dimensional image
tensor is generated, and
signal quality is ensured. Then, features are extracted by means of sparse phase decoding and complex independent component
decomposition,
signal separation and classification are optimized in combination with a pre-trained microbubble
fingerprint model and an
attention network, and the problems of
aliasing and
distortion are effectively solved; meanwhile, dynamic tracking and
density analysis of the
microbubbles are realized through frequency attenuation plane projection and particle filtering, and real-time motion and distribution information is provided; and finally, integrating the
density curve and the frequency attenuation slope to generate a targeted microbubble concentration
time sequence table, and transmitting the targeted microbubble concentration
time sequence table to a clinical end through a
data interface.