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Classification device based on lipid biomarkers and application

A technology of a biomarker and a classification device, which is applied in the field of classification devices based on lipid biomarkers, can solve the problem that the diagnosis method of pulmonary tuberculosis is difficult to meet the efficacy evaluation of patients with pulmonary tuberculosis, and achieves the effect of low bodily harm

Pending Publication Date: 2021-01-05
李继承
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Problems solved by technology

[0003] In view of this, the purpose of one or more embodiments of this specification is to propose a classification device and application based on lipid biomarkers to solve the technical problem that the diagnostic methods for tuberculosis in the prior art are difficult to meet the efficacy evaluation of tuberculosis patients

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  • Classification device based on lipid biomarkers and application
  • Classification device based on lipid biomarkers and application
  • Classification device based on lipid biomarkers and application

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Embodiment Construction

[0058]In order to make the purpose, technical solutions and advantages of the present disclosure clearer, the present disclosure will be further described in detail below in conjunction with specific embodiments and with reference to the accompanying drawings.

[0059] It should be noted that, unless otherwise defined, the technical terms or scientific terms used in one or more embodiments of the present specification shall have ordinary meanings understood by those skilled in the art to which the present disclosure belongs. "First", "second" and similar words used in one or more embodiments of the present specification do not indicate any order, quantity or importance, but are only used to distinguish different components. "Comprising" or "comprising" and similar words mean that the elements or items appearing before the word include the elements or items listed after the word and their equivalents, without excluding other elements or items.

[0060] Host plasma is rich in li...

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Abstract

The invention discloses a classification device based on lipid biomarkers and application. Specifically, the classification device based on lipid biomarkers comprises a data acquisition module configured to acquire a feature data set of a patient; a model matching module configured to inquire a classification model library and determine a matched classification model according to the medication characteristics, wherein the classification model is obtained by training a preset classification algorithm according to expression quantities of lipid biomarkers in blood of different types of patients; and a patient classification module configured to obtain a classification result of the patient for pulmonary tuberculosis according to the classification model and the expression quantities of thelipid biomarkers in the blood. According to the technical scheme, harm to the body of a patient is low, the device can be suitable for early screening of pulmonary tuberculosis and evaluation of whether pulmonary tuberculosis is cured or not, and a new and objective classification scheme is provided for early screening diagnosis and curative effect evaluation of pulmonary tuberculosis.

Description

technical field [0001] One or more embodiments of this specification relate to the technical field of lipidomics, in particular to a classification device and application based on lipid biomarkers. Background technique [0002] Tuberculosis is a chronic pulmonary infectious disease caused by Mycobacterium tuberculosis, which has plagued humans for nearly 70,000 years. Although the cure rate of tuberculosis has been significantly improved after the implementation of the drug-sensitive tuberculosis supervised short-course chemotherapy regimen approved by the World Health Organization (WHO), the global tuberculosis treatment outcome data indicate that new cases of tuberculosis6 The success rate of standard treatment is only 85%, and the global TB recurrence rate varies from 2.3% to 6.5%. Whether a tuberculosis patient is cured can be judged comprehensively with the help of sputum smear, clinical symptoms, computerized chest tomography (CT) and drug treatment. However, due to ...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G16B25/00G16B40/00G16B5/20
CPCG16B25/00G16B40/00G16B5/20
Inventor 李继承韩玉帅陈佳喜
Owner 李继承
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