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Respiratory signal extraction method and device, magnetic resonance imaging system and storage medium

An extraction method and signal technology, applied in the direction of using nuclear magnetic resonance image system for measurement, magnetic resonance measurement, and measurement equipment, etc., can solve problems such as interference with PT signals, distortion of pilot tone signals, and inability to be regarded as respiratory navigators.

Active Publication Date: 2020-10-27
SIEMENS SHENZHEN MAGNETIC RESONANCE
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Problems solved by technology

However, in some cases, when running the burst sequence, the received pilot tone signal can be severely distorted, such as Figure 1B As shown, it shows the distorted PT signal received by the 6 channels when the sequence pulse is triggered to run, that is, the interference PT signal
It can be seen that this distorted signal can no longer accurately represent respiratory motion and therefore cannot be considered as a respiratory navigator

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  • Respiratory signal extraction method and device, magnetic resonance imaging system and storage medium

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Embodiment Construction

[0038] In the embodiment of the present invention, considering that for the same signal, whether it is a breathing signal or a strong interference signal, when the same signal is collected simultaneously by multiple channels, the signals collected by these multiple channels must be strongly correlated. From the perspective of matrix analysis, signals collected by multiple channels can form an omnidirectional feature space, and most of the energy of the signal is distributed on a feature vector. That is, for the respiratory signal, the direction of the eigenvector with the largest energy is the respiratory characteristic direction; while for the strong interference signal, the direction of the eigenvector with the largest energy is the interference characteristic direction. Therefore, in the embodiment of the present invention, each pilot tone signal received by multiple channels can be subjected to feature space transformation, and then the signal in the interference characteri...

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Abstract

The embodiment of the invention discloses a respiratory signal extraction method and device, a magnetic resonance imaging system and a storage medium. The method comprises the following steps of: acquiring a first set number of points of pure respiratory modulated pilot tone signals received by a plurality of channels; carrying out eigenvalue decomposition on the basis of a covariance matrix, anddetermining a respiratory feature direction; acquiring a second set number of points of interfered pilot tone signals which are received by a plurality of channels and generate signal mutation when asequence of pulses runs; carrying out eigenvalue decomposition on the basis of a covariance matrix to obtain an eigenvector matrix, and determining an interference feature direction; for each pilot tone signal received by the plurality of channels, respectively utilizing the feature vector matrix to carry out orthogonal transformation to obtain a plurality of signals; and performing projection addition on the signals in the other feature vector directions except the signals in the interference feature direction in the respiratory feature direction to obtain a respiratory navigation signal. Visibly, respiratory signals accurately representing respiratory movements can be reproduced.

Description

technical field [0001] The invention relates to the technical field of magnetic resonance imaging, in particular to a breathing signal extraction method and device, a magnetic resonance imaging system, and a computer-readable storage medium. Background technique [0002] Magnetic resonance imaging (MRI) is a technique that uses magnetic resonance phenomena for imaging. The principle of magnetic resonance imaging mainly includes: atomic nuclei containing a single number of protons, such as hydrogen nuclei widely present in the human body, the protons have spin motion, just like a small magnet, and the spin axes of these small magnets have no certain rules. External magnetic field, these small magnets will be rearranged according to the magnetic force lines of the external magnetic field, specifically in two directions parallel to or antiparallel to the magnetic force lines of the external magnetic field, and the above-mentioned direction parallel to the magnetic force lines o...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G01R33/54A61B5/055
CPCG01R33/54A61B5/055G01R33/5676G01R33/5617A61B5/7278A61B5/7207A61B5/113A61B5/7285G01R33/543
Inventor 张琼刘薇肖楠
Owner SIEMENS SHENZHEN MAGNETIC RESONANCE
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