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Mechanical ventilation off-line quantitative evaluation method, device, equipment and storage medium

A quantitative evaluation and mechanical ventilation technology, applied in the field of data processing, can solve the problems of low success rate and untimely offline, so as to reduce the influence of human experience and improve the timeliness and success rate of offline.

Inactive Publication Date: 2019-08-30
ZHONGDA HOSPITAL SOUTHEAST UNIV +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The embodiment of the present invention provides a method, device, equipment and storage medium for off-line quantitative evaluation of mechanical ventilation, so as to solve the problem of off-line evaluation and decision-making of mechanical ventilation objects in the prior art solutions, mainly based on doctor's experience, off-line delay, and success rate. low problem

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  • Mechanical ventilation off-line quantitative evaluation method, device, equipment and storage medium
  • Mechanical ventilation off-line quantitative evaluation method, device, equipment and storage medium
  • Mechanical ventilation off-line quantitative evaluation method, device, equipment and storage medium

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Embodiment 1

[0026] figure 2 The flow chart of the off-line quantitative evaluation method for mechanical ventilation provided by Embodiment 1 of the present invention is applicable to the situation where medical staff make off-line decisions on mechanical ventilation subjects. The off-line quantitative evaluation equipment for mechanical ventilation can be implemented by means of software and / or hardware. The off-line quantitative evaluation equipment for mechanical ventilation can be composed of two or more physical entities, or it can be a physical entity. Entity composition. The method of the embodiment of the present invention specifically includes the following steps:

[0027] S101. Determine the attribute parameter vector corresponding to the ventilation subject at the current time point based on the monitoring parameters of the ventilation subject within a set historical time.

[0028] Wherein, the ventilated objects may specifically refer to injured patients who need to breathe...

Embodiment 2

[0037] image 3It is a flow chart of the off-line quantitative evaluation method for mechanical ventilation provided by Embodiment 2 of the present invention. This embodiment is further optimized on the basis of the foregoing embodiments. In this embodiment, the determination of the attribute parameter vector corresponding to the ventilation object at the current time point based on the monitoring parameters of the ventilation object within the set historical time is embodied as: determining the monitoring parameters obtained within the set historical time Attribute information of parameters; dividing monitoring parameters with the same attribute information within the set historical time into one category, and arranging various monitoring parameters in chronological order to form at least one type of time series attribute data; based on a set data processing strategy Process various types of time series attribute data to obtain corresponding effective time series attribute da...

Embodiment 3

[0076] Figure 4 It is a schematic structural diagram of the off-line quantitative evaluation device for mechanical ventilation in Embodiment 3 of the present invention. This embodiment is applicable to the situation when medical staff make offline decisions on mechanical ventilation objects. The off-line quantitative evaluation device for mechanical ventilation can be controlled by software And / or implemented by hardware, specifically including: a vector determination module 301 and a quantization evaluation module 302.

[0077] Wherein, the vector determination module 301 is used to determine the attribute parameter vector corresponding to the ventilation object at the current time point based on the monitoring parameters of the ventilation object within the set historical time;

[0078] The quantitative evaluation module 302 is configured to use the attribute parameter vector as input data to obtain the off-line success rate of ventilation at the current time point through ...

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Abstract

The embodiment of the invention discloses a mechanical ventilation off-line quantitative evaluation method, device, equipment and storage medium. The method comprises the following steps: determininga corresponding attribute parameter vector of a ventilation object at the current time based on a monitor parameter of the ventilation object in a set historical time; and acquiring the ventilation off-line success rate of the current time by using the attribute parameter vector as input data through a pre-trained off-line quantitative evaluation model. According to the technical scheme of the embodiment, monitor parameters of a plurality of attributes of a mechanical ventilation object can be continuously and dynamically monitored, multi-dimensional data evaluation of the monitor parameters can be achieved, and the ventilation off-line success rate of the mechanical ventilation object at the current time can be finally provided, so that a quantitative reference ventilation off-line evaluation accordance can be provided to medical personnel in assisting off-line decision making, artificial experience influence can be reduced, the offline timeliness and success rate of a critical disease mechanical ventilation object can be improved.

Description

technical field [0001] The embodiments of the present invention relate to the technical field of data processing, and in particular to a method, device, equipment and storage medium for off-line quantitative evaluation of mechanical ventilation. Background technique [0002] Mechanical ventilation is an important means of life support for critically ill patients, and it is usually achieved by a ventilator. However, the longer the use of mechanical ventilation, the more likely the patient will become dependent and even develop a series of complications. Therefore, it should be weaned as soon as possible, so as to improve the prognosis of the disease, reduce medical expenses, and optimize the use of medical resources. [0003] At present, the current existing technology for weaning off the mechanical ventilation mainly includes: according to the current parameters of the patient’s ventilator use and the results of the current inspection indicators, combined with the doctor’s p...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): A61B5/08A61B5/0205A61B5/01A61B5/145
CPCA61B5/087A61B5/02055A61B5/01A61B5/14542
Inventor 刘松桥潘学佰杨毅邱海波
Owner ZHONGDA HOSPITAL SOUTHEAST UNIV