Correction information acquisition method for performing attenuation correction on PET image of breath or heart
A technology of attenuation correction and correction information, which is applied in the field of medical imaging, and can solve problems such as increased noise, unsatisfactory attenuation correction images, and information redundancy.
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Embodiment 1
[0096] The present application proposes a correction information acquisition method for performing attenuation correction on PET images of respiration or heart. combine figure 1 As shown, the specific steps of this method are as follows:
[0097] S1. Obtain PET detection data with time-of-flight information when the PET system scans, and obtain a gating signal associated with the PET detection data that reflects the periodic motion of respiration or heart.
[0098] For example, in this embodiment, an external gating device can be used to extract a gating signal to reflect the periodic movement of respiration or heart.
[0099] In another embodiment, the PET data itself can be used to extract gating signals to reflect the periodic motion of respiration or heart.
[0100] S2. Based on the gating signal and the PET detection data, obtain combined data of each of the B phases in one cycle; the combined data is a data combination of the same phase of the PET detection data in eac...
Embodiment 2
[0144] An embodiment of the present invention provides a correction information acquisition method for performing attenuation correction on a PET activity distribution image, and the method includes the following steps:
[0145] Q0. Obtain PET detection data and other modal images with time-of-flight information during scanning by the PET system.
[0146] For example, other modality images may include: CT images or MR images.
[0147] Q1. Based on the PET detection data obeying the Poisson distribution, the PET detection data is modeled to obtain the logarithmic likelihood function L(x, μ, y) of the formula (p1);
[0148]
[0149] formula
[0150] Among them, y=[y 1t ,y 2t ,...,y NT ] T Represents the detection data, N represents the size of the detection data sinogram, T represents the dimension of the time-of-flight TOF; x=[x 1 ,x 2 ,...,x J ] T Indicates the unknown PET radioactivity distribution, and J is expressed as the size of the discrete space of the PET...
Embodiment 3
[0191] The present invention also provides a PET image reconstruction method, which includes:
[0192] M01. Using any one of the correction information acquisition methods described in the above-mentioned embodiment to obtain the output value of the PET activity distribution x and the linear attenuation coefficient distribution image μ corresponding to the base phase;
[0193] M02. According to the output value of the PET activity distribution x corresponding to the base phase and the linear attenuation coefficient distribution image μ, apply it to the reconstruction of the PET activity distribution image scanned by the PET system to obtain a reconstructed PET image corresponding to the base phase.
[0194] In another embodiment, any method described in one of the above embodiments can also be used to obtain the output values of the PET activity distribution x and the linear attenuation coefficient distribution image u corresponding to any phase in the cycle, and then applied...
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