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Event processing method and device, electronic equipment and storage medium

An event processing and target event technology, applied in the medical field, can solve the problems of poor real-time evaluation, high labor cost, large error in evaluation results, etc., and achieve the effect of accurate evaluation and convenient evaluation.

Pending Publication Date: 2021-02-19
SUZHOU MEHDI HOUSTTON MEDICALSYST TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] When using manual assessment of hypotension events, there are problems of poor real-time evaluation, high labor costs, and large errors in the evaluation results, resulting in the inability to accurately predict hypotension events

Method used

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  • Event processing method and device, electronic equipment and storage medium
  • Event processing method and device, electronic equipment and storage medium
  • Event processing method and device, electronic equipment and storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0027] figure 1 It is a schematic flow chart of an event processing method provided by Embodiment 1 of the present invention. This embodiment can be applied to process blood pressure related data within a certain period of time through the target hypotension prediction and evaluation model, so as to obtain the corresponding blood pressure related data. In the case of event evaluation results, the method can be executed by an event processing device, which can be implemented by software and / or hardware, and the event processing device can be integrated into electronic devices such as computers or servers.

[0028] The method includes:

[0029] S101. Acquire a target event based on a first preset time interval, where the target event includes target blood pressure related data within the first preset time interval.

[0030] Wherein, the first preset time interval is an interval for collecting blood pressure related data, optionally, 30S. The event of collecting blood pressure ...

Embodiment 2

[0042] figure 2 It is a schematic flow chart of an event processing method provided in Embodiment 2 of the present invention. On the basis of the foregoing embodiments, before processing the hypotension-related data based on the target hypotension prediction and evaluation model, it is necessary to train to obtain the target hypotension prediction and evaluation Model, this embodiment mainly introduces the target hypotension prediction and evaluation model obtained through training. Wherein, technical terms that are the same as or corresponding to those in the foregoing embodiments will not be repeated here.

[0043] Such as figure 2 As shown, the specific steps of the method are as follows:

[0044] S201. Acquire a training sample data set, the training sample data set includes a plurality of training sample data, the training sample data includes positive sample data and negative sample data; the positive sample data is low blood pressure.

[0045] Wherein, the sample dat...

Embodiment 3

[0076] image 3 It is a schematic flow chart of an event processing method provided in Embodiment 3 of the present invention. This method mainly introduces how to determine sample data when training the target hypotension prediction and evaluation model. Wherein, technical terms that are the same as or corresponding to those in the foregoing embodiments will not be repeated here.

[0077] Such as image 3 As shown, the method includes the following steps:

[0078] S301. Collect a set of original blood pressure related parameters corresponding to each user based on the vital sign monitoring device.

[0079] Wherein, the vital sign monitoring device may be an anesthesia system device in an operating room, and the original blood pressure related parameters may include but not limited to the following data: mean arterial pressure, invasive diastolic pressure, invasive systolic pressure, heart rate and blood oxygen.

[0080] S302. For each group of original blood pressure relate...

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Abstract

The invention discloses an event processing method and device, electronic equipment and a storage medium. The method comprises the following steps: acquiring a target event based on a first preset duration interval, wherein the target event comprises target blood pressure associated data within a first preset duration; inputting the target blood pressure associated data into a pre-trained target hypotension prediction evaluation model to obtain a blood pressure evaluation result corresponding to the target blood pressure associated data; and according to the blood pressure evaluation result, determining an event processing result of the target event, so as to predict whether a hypotension event occurs in the user more quickly, conveniently and accurately, thereby improving the evaluation accuracy of the hypotension event.

Description

technical field [0001] The embodiments of the present invention relate to the field of medical technology, and in particular, to an event processing method, device, electronic equipment, and storage medium. Background technique [0002] The medical risk management process includes three links: risk identification, risk assessment, and risk control, among which risk assessment is an important link in medical risk management. Hypotension risk assessment is to predict the results of hypotension risk assessment in the medical process, assist doctors in making medical decisions, and provide a basis for risk treatment. [0003] Most of the existing hypotension risk assessments use the knowledge and experience of medical personnel to conduct medical risk assessments on patients' intraoperative blood pressure to predict whether there will be hypotension risk events. [0004] When manually evaluating hypotensive events, there are problems such as poor real-time evaluation, high labo...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G16H50/50G16H50/30G16H50/20G06K9/62
CPCG16H50/30G16H50/50G16H50/20G06F18/214
Inventor 宋鹏李俊博陈方印辛毅周晓骏徐胜周孟齐
Owner SUZHOU MEHDI HOUSTTON MEDICALSYST TECH
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