Laboratory anesthesia information processing system and method based on big data

An information processing system and information processing method technology, applied in the field of laboratory anesthesia information processing system based on big data, can solve the problems of inability to compare and analyze different anesthesia experiments, low efficiency of anesthesia evaluation, large error in manual calculation of anesthesia dosage, etc. Achieve the effect of avoiding errors, improving accuracy and precision, and improving efficiency

Pending Publication Date: 2022-01-28
ZUNYI MEDICAL UNIVERSITY
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0003] To sum up, the problems existing in the existing technology are: there is no intelligent management and control system or software for anesthesia experiments in the prior art, and it is impossible to realize targeted anesthesia experiment settings, and it is also impossible to

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  • Laboratory anesthesia information processing system and method based on big data
  • Laboratory anesthesia information processing system and method based on big data
  • Laboratory anesthesia information processing system and method based on big data

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Example Embodiment

[0104] Example 1

[0105] The big data-based laboratory anesthesia information processing method provided by the embodiment of the present invention is as follows: image 3 shown, as a preferred embodiment, as Figure 4 As shown, the calculation method provided by the embodiment of the present invention is as follows:

[0106] S201, the anesthetic gas concentration is obtained by measuring the pressure gauge, the mixed gas flow is obtained by measuring the flow meter, and the time is obtained by measuring;

[0107] S202, calculating the amount of gaseous anesthetics according to the concentration of the anesthetic gas, the flow rate of the mixed gas and the time;

[0108] S203, according to the type of anesthetic gas, the controller calculates the amount of liquid anesthetic corresponding to the gaseous anesthetic amount according to the gas molar volume calculation method.

Example Embodiment

[0109] Example 2

[0110] The big data-based laboratory anesthesia information processing method provided by the embodiment of the present invention is as follows: image 3 shown, as a preferred embodiment, as Figure 5 As shown, the anesthesia assessment construction method provided by the embodiment of the present invention is as follows:

[0111] S301: Obtain training samples of an anesthesia evaluation decision tree through a construction program, and determine branch variables of the anesthesia evaluation decision tree according to the information gain rate of the training samples.

[0112] S302: Obtain a verification sample of an anesthesia evaluation decision tree, and perform post-pruning on the branch variable according to the verification sample to obtain a final anesthesia evaluation decision tree.

[0113] S303, the final anesthesia evaluation decision tree is used to output an anesthesia grade output variable.

[0114] The training samples for obtaining anesthe...

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Abstract

The invention belongs to the technical field of anesthesia information processing, and discloses a laboratory anesthesia information processing system and a method based on big data. The method comprises the steps that a mouse electrocardiogram, blood pressure data, oxyhemoglobin saturation data and respiratory rate data are collected; the anesthesia mode, the anesthetic, the anesthetic concentration and the anesthesia speed are autonomously set; the dosage of the anesthetic is calculated; oxygen is supplied to the mouse; the temperature of the mouse is changed; anesthetizing of the mouse is carried out; the anesthetic concentration and the anesthetic speed are adjusted; the anesthesia state of the mouse is judged; an anesthesia evaluation decision tree is constructed; anesthetized time is calculated; the acquired mouse related data is recorded in real time meanwhile, anesthesia information is processed through a big data processing program. According to the invention, various anesthesia experiments can be carried out, parameters in related anesthesia processes can be set, different mouse data can be obtained, the mouse data can be further compared and analyzed, and the research of the anesthesia experiments can be carried out.

Description

technical field [0001] The invention belongs to the technical field of anesthesia information processing, and in particular relates to a laboratory anesthesia information processing system and method based on big data. Background technique [0002] Anesthesia is the use of drugs or other methods to temporarily desensitize mice in whole or in part, so as to achieve painless surgical treatment. Anesthesiology is a science that uses basic theories, clinical knowledge and techniques related to anesthesia to eliminate surgical pain in mice, ensure the safety of mice, and create good conditions for surgery. Now, anesthesiology has become a specialized independent discipline in clinical medicine, mainly including clinical anesthesiology, emergency resuscitation medicine, intensive care monitoring therapy, pain diagnosis and treatment, and other related medicine and its mechanism research. Comprehensive discipline of pain, emergency resuscitation and critical care medicine. Among ...

Claims

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Application Information

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IPC IPC(8): A61D7/04A61B5/0205A61B5/145A61B5/33A61B5/00
CPCA61D7/04A61B5/02055A61B5/021A61B5/14542A61B5/0816A61B5/33A61B5/7267A61B5/7235A61B5/4821A61B2503/40A61B2503/42
Inventor 张琳高杨周雯静
Owner ZUNYI MEDICAL UNIVERSITY
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