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Ventilator-associated pneumonia decision-making assistance method, device, equipment and medium

A correlation and ventilator technology, applied in computer-aided medical procedures, medical science, telemetry patient monitoring, etc., can solve problems such as poor diagnosis and treatment effects, influence of treatment methods, passive VAP diagnosis methods, etc., to reduce medical errors, The effect of improving diagnostic efficiency and improving the quality of medical care

Active Publication Date: 2018-08-14
SOUTHEAST UNIV +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] It can be seen that the current diagnosis method of VAP is passive, and the treatment method is easily affected by the experience of medical staff, and the diagnosis and treatment effect is poor.

Method used

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  • Ventilator-associated pneumonia decision-making assistance method, device, equipment and medium
  • Ventilator-associated pneumonia decision-making assistance method, device, equipment and medium
  • Ventilator-associated pneumonia decision-making assistance method, device, equipment and medium

Examples

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Embodiment 1

[0027] figure 1 It is a flow chart of the decision-making assistance method for ventilator-associated pneumonia in Embodiment 1 of the present invention. This embodiment is applicable to the situation of diagnosing, preventing and treating ventilator-associated pneumonia for patients. The method can be performed by a decision aid device for ventilator-associated pneumonia, and the decision aid device for ventilator-associated pneumonia can be implemented in the form of software and / or hardware, for example, the decision aid device for ventilator-associated pneumonia can be configured on a ventilator Associated Pneumonia Decision Aids. Such as figure 1 As shown, the method specifically includes:

[0028] S110. Receive patient sign data sent by the sign monitoring device.

[0029] Patient sign data is data that can reflect the patient's vital signs and can reflect the patient's health status. Optionally, the sign data includes respiration, body temperature, pulse and blood p...

Embodiment 2

[0044] figure 2 It is a flow chart of the decision-making assistance method for ventilator-associated pneumonia in Embodiment 2 of the present invention. This embodiment is further optimized on the basis of the above-mentioned embodiments. Such as figure 2 As shown, the method includes:

[0045] S210. Determine candidate webpages related to ventilator-associated pneumonia through keywords.

[0046] In this embodiment, the generation process of the diagnosis and treatment model is embodied. Firstly, candidate webpages related to ventilator-associated pneumonia were crawled from the Internet through keywords. Optionally, the candidate web pages include documents related to ventilator-associated pneumonia, and may also include pictures, conference reports, and / or news reports related to ventilator-associated pneumonia. Preferably, webpages containing literature related to ventilator-associated pneumonia are used as candidate webpages to improve the information accuracy of t...

Embodiment 3

[0059] image 3 It is a flow chart of the decision-making assistance method for ventilator-associated pneumonia in Embodiment 3 of the present invention. This embodiment is further optimized on the basis of the above-mentioned embodiments. Such as image 3 As shown, the method includes:

[0060] S310. Receive the patient's sign data sent by the sign monitoring device.

[0061] S320. Obtain patient inspection data through the hospital management system.

[0062] S330. Input the patient sign data and the patient test data into a diagnosis sub-model in the diagnosis and treatment model.

[0063] After obtaining the patient's sign data and patient test data, input the patient sign data and patient test data into the diagnosis and treatment model, and the diagnosis and treatment model inputs each input data into the diagnosis sub-model for diagnosis according to the preset analysis process , the diagnosis sub-model analyzes the input data and outputs the diagnosis result.

[0...

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Abstract

The embodiment of the invention discloses a ventilator-associated pneumonia decision-making assistance method, device, equipment and medium. The method comprises the steps of receiving patient sign data sent by a vital sign monitoring device; obtaining patient test data through a hospital management system; according to the patient sign data, the patient test data, and a pre-trained obtained diagnostic treatment model, generating auxiliary diagnostic information, wherein the diagnostic treatment model is obtained based on corpus training of ventilator-associated pneumonia. The ventilator-associated pneumonia decision-making assistance method can provide clinical medical personnel with auxiliary decision-making information of 'prevention to treatment' of the ventilator-associated pneumonia,timely and effectively diagnose and treat the ventilator-associated pneumonia for patients, improve the diagnostic efficiency of the ventilator-associated pneumonia, effectively reduce medical errors, improve the quality of medical care, and save a lot of cost for a hospital.

Description

technical field [0001] The embodiments of the present invention relate to the field of medical devices, and in particular, to a decision-making assistance method, device, equipment and medium for ventilator-associated pneumonia. Background technique [0002] Ventilator-associated pneumonia (VAP) refers to the pneumonia that occurs in patients with tracheal intubation or tracheotomy 48 hours after receiving mechanical ventilation. The incidence rate and case fatality rate reported at home and abroad are high. [0003] At present, after the patient receives mechanical ventilation for 48 hours, by collecting the test data of the patient, the clinical medical staff can judge whether the patient is sick or not according to the test data of the patient. The disease condition determines the treatment measures. [0004] It can be seen that the current diagnosis method of VAP is passive, and the treatment method is easily affected by the experience of medical staff, and the diagnos...

Claims

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Application Information

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IPC IPC(8): G16H50/20A61B5/01A61B5/0205
CPCA61B5/0002A61B5/01A61B5/02055G16H50/20
Inventor 刘松桥张麒蔡泽敏潘学佰张恒郁晓亮
Owner SOUTHEAST UNIV
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