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Correction information acquisition method for performing attenuation correction on PET images of breath or heart

An attenuation correction and acquisition method technology, applied in the field of medical imaging, can solve the problems of attenuation image truncation, increasing the workload of doctors, and low signal-to-noise ratio of gated images, so as to improve the signal-to-noise ratio of images, facilitate attenuation correction, and improve image quality effect

Active Publication Date: 2021-11-16
JIANGSU SINOGRAM MEDICAL TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0006] 1. After PET data acquisition, each phase is reconstructed separately, so the data available in the reconstruction process is much less than that of static scanning, which leads to a very low signal-to-noise ratio of the final gated image
In this way, even if the blurring effect of object motion on the lesion is removed, the added noise will greatly reduce the detectability of small lesions
[0007] 2. Since other modality images correspond to a certain phase position, at most one phase of the PET multi-phase image obtained by the gating method can match the anatomical structure image, which will still cause the PET image to be matched with other modality images. Quasi-fusion produces deviations (especially near the diaphragm with the largest movement range), and using instantaneous multi-modal images to perform attenuation correction on the average PET image will inevitably cause errors, which will produce local artifacts on the PET image and affect quantitative analysis. , may affect the accurate diagnosis and treatment plan formulation of thoracic and abdominal tumors
When scanning heavy patients, imaging with other modalities will likely not provide a large enough scan field, resulting in truncated attenuation images
This incomplete attenuation information can also produce attenuation artifacts in PET reconstructions
[0009] 4. When PET is combined with other phantoms, sometimes satisfactory attenuation correction images cannot be obtained, such as PET / MR imaging
On the one hand, this increases the workload of doctors. On the other hand, only one frame of images appears in the diagnostic report, and other reconstruction results are not used. This has a lot of information redundancy, wasting data and computing time

Method used

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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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Abstract

The invention discloses a correction information acquisition method for performing attenuation correction on PET images of breathing or heart. The method includes: acquiring PET detection data with time-of-flight information and gating signals reflecting periodic movement of breathing or heart in the data; acquiring Combined data of each phase in B phases in one cycle; obtain the sum of combined data of each phase, obtain the conversion matrix of combined data conversion of any two phases in B phases, and establish the first relationship of the sum of conversion matrices formula, and the second relational formula of the transformation matrix and; establish the objective function including the estimated value of the PET activity distribution of the basic phase and the linear attenuation coefficient image; iteratively optimize the objective function, and obtain x that satisfies the requirement of maximizing the objective function 0 and μ 0 estimated value. In the PET image reconstruction of the present application, all PET data, not data of a certain phase, are used to improve the signal-to-noise ratio of the reconstructed image.

Description

technical field [0001] The invention relates to the field of medical imaging, in particular to a correction information acquisition method and system that can be used in a positron emission computed tomography system to perform attenuation correction on PET images of respiration or heart. Background technique [0002] Positron Emission Tomography PET (Positron Emission Tomography) is a high-end nuclear medicine imaging diagnostic equipment. In practice the use of radionuclides (eg 18 F. 11 C, etc.) Label the metabolites and inject the nuclides into the human body, and then perform functional metabolic imaging on the patient through the PET system to reflect the situation of life metabolic activities. PET scans are usually accompanied by other modality scans (such as CT, MRI, etc.) to obtain imaging of the patient's anatomical structure. Obtain the tissue density distribution of the patient, calculate the attenuation properties (attenuation coefficient) of the tissue on th...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06T5/00G06T7/00G06T11/00
CPCG06T5/006G06T7/0012G06T11/005G06T2207/10104G06T2207/30048
Inventor 李楠
Owner JIANGSU SINOGRAM MEDICAL TECH CO LTD
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