Ultrasound contrast perfusion parameter imaging method based on respiratory motion compensation
A respiratory movement and contrast-enhanced ultrasound technology, which is applied in ultrasound/acoustic/infrasonic diagnosis, image analysis, image enhancement, etc., can solve the problems of unverified effectiveness, inconsistency with physiological significance, and difficult selection of factor numbers.
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[0045] The present invention will be described in detail below in conjunction with the accompanying drawings and embodiments.
[0046]The present invention mainly proposes to carry out B-ultrasound contrast imaging in the free breathing mode, and finally realize the automatic gated respiratory motion compensation for the ultrasonic contrast-enhanced image sequence by extracting the respiratory motion curve. The core lies in the effective extraction of the respiratory motion curve and the accuracy of motion tracking . To this end, the present invention uses nonnegative matrix factorization (nonnegative matrixfactorization, NMF) to extract the respiratory movement curve to ensure that the decomposition results have actual physiological significance, and uses a three-step search (Three Step Search, TSS) block matching algorithm for motion tracking to ensure Faster tracking speed. The respiratory motion compensation method of the present invention is also applicable to other B-ul...
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