CN114242239A - VTE risk monitoring and result quality control system - Google Patents

VTE risk monitoring and result quality control system Download PDF

Info

Publication number
CN114242239A
CN114242239A CN202010939295.4A CN202010939295A CN114242239A CN 114242239 A CN114242239 A CN 114242239A CN 202010939295 A CN202010939295 A CN 202010939295A CN 114242239 A CN114242239 A CN 114242239A
Authority
CN
China
Prior art keywords
vte
information
risk
processing result
risk assessment
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN202010939295.4A
Other languages
Chinese (zh)
Other versions
CN114242239B (en
Inventor
韩士斌
马兆岩
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Donghua Yiwei Technology Co ltd
Original Assignee
Donghua Yiwei Technology Co ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Donghua Yiwei Technology Co ltd filed Critical Donghua Yiwei Technology Co ltd
Priority to CN202010939295.4A priority Critical patent/CN114242239B/en
Publication of CN114242239A publication Critical patent/CN114242239A/en
Application granted granted Critical
Publication of CN114242239B publication Critical patent/CN114242239B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/30—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/50—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for simulation or modelling of medical disorders

Abstract

The application provides a VTE risk monitoring and result quality control system includes: the system comprises a VTE risk assessment end, a VTE risk suggestion end, a medical care mobile terminal and a VTE quality monitoring end. According to the VTE risk monitoring and result quality control system, on the first hand, VTE risk evaluation grade information of a person to be detected can be determined in time according to a VTE risk evaluation model, corresponding VTE risk suggestion information is obtained according to the VTE risk evaluation grade information, VTE characteristic information is analyzed in time through a computer system, and analysis and evaluation efficiency is improved; and secondly, generating corresponding VTE processing result data information according to the VTE risk suggestion information, further obtaining corresponding VTE processing result feedback information by analyzing the VTE processing result data information, and determining whether VTE characteristic information needs to be subjected to VTE risk assessment again according to the VTE processing result feedback information, so that the processing efficiency and the data accuracy of the VTE characteristic information are improved, and the analysis complexity of the VTE characteristic information is reduced.

Description

VTE risk monitoring and result quality control system
Technical Field
The application relates to the technical field of medical information, in particular to a VTE risk monitoring and result quality control system.
Background
Venous ThromboEmbolism (VTE), which refers to the formation of blood clots in veins, includes two clinical manifestations of Deep Venous Thrombosis (DVT) and Pulmonary ThromboEmbolism (PTE), with PTE being most commonly referred to as acute Pulmonary Embolism (PE). Venous Thromboembolism (VTE) has the characteristics of high incidence rate, high misdiagnosis rate, high mortality rate and becomes a severe test for medical staff and hospital managers.
At present, VTE characteristic information of a person to be detected is often covered or hidden by other characteristic information, so that a doctor can easily ignore the VTE characteristic information in the process of analyzing other characteristic information, the data accuracy of the VTE characteristic information is reduced, and the analysis complexity of the VTE characteristic information is increased.
Disclosure of Invention
The application provides a VTE risk monitoring and result quality control system to solve the problem that the data accuracy of VTE characteristic information reduces, increases VTE characteristic information's analysis complexity among the prior art.
The application provides a VTE risk monitoring and result quality control system includes: the system comprises a VTE risk assessment end, a VTE risk suggestion end, a medical care mobile terminal and a VTE quality monitoring end; the VTE risk assessment terminal is used for acquiring first characteristic information of a person to be detected, inputting the first characteristic information into a VTE risk assessment model, acquiring VTE risk assessment grade information which is output by the VTE risk assessment model and corresponds to the first characteristic information, and sending the VTE risk assessment grade information to the VTE risk suggestion terminal; the VTE risk suggestion end is used for generating VTE risk suggestion data information corresponding to the VTE risk assessment grade information according to the VTE risk assessment grade information and sending the VTE risk suggestion data information to a medical care mobile terminal used by medical care personnel; the medical care mobile terminal is used for acquiring the VTE risk suggestion data information, acquiring VTE processing result data information corresponding to the VTE risk suggestion data information, and sending the VTE processing result data information to the VTE quality monitoring end, wherein the VTE processing result data information at least comprises second characteristic information of the personnel to be detected; the VTE quality monitoring end is used for acquiring the VTE processing result data information and generating VTE processing result feedback information corresponding to the VTE processing result data information according to VTE processing result standard grade; and if the feedback information of the VTE processing result is information indicating that risk assessment is proposed to the second characteristic information, sending the second characteristic information to the VTE risk assessment end so that the VTE risk assessment end can input the second characteristic information into the VTE risk assessment model and obtain VTE risk assessment grade information which is output by the VTE risk assessment model and corresponds to the second characteristic information.
Optionally, if the VTE processing result feedback information is information indicating that risk assessment is not recommended for the second feature information, the VTE processing result feedback information is sent to the medical care mobile terminal; the medical care mobile terminal is also used for displaying the VTE processing result feedback information.
Optionally, the first feature information is feature information that is not input into the VTE risk assessment model by the VTE risk assessment end to obtain the VTE risk assessment level information.
Optionally, the first feature information at least includes one of the following information: basic information, treatment factor information, disease factor information, examination factor information.
Optionally, the second feature information is feature information of a person to be detected included in the VTE processing result data acquired by the medical care mobile terminal, where the VTE processing result data corresponds to the first feature information, VTE risk assessment level information corresponding to the first feature information, and VTE risk suggestion data information corresponding to the VTE risk assessment level information corresponding to the first feature information.
Optionally, the VTE risk assessment level information includes VTE-free risk information and VTE-carrying risk information; if the VTE risk assessment grade information is VTE-free risk information, the VTE risk suggestion data information is information which indicates that the first characteristic information is not recommended to be processed; and if the VTE risk assessment grade information carries VTE risk information, the VTE risk suggestion data information is information representing suggestion for processing the first characteristic information.
Optionally, if the VTE risk suggestion data information is information indicating that processing of the first feature information is suggested, the VTE risk suggestion data information at least includes VTE prevention processing suggestion data information and VTE implementation processing suggestion data information.
Optionally, the carrying VTE risk information includes: VTE low risk grade information, VTE medium risk grade information or VTE high risk grade information; if the VTE risk assessment grade information is VTE low risk grade information, the VTE risk suggestion data information is VTE preventive treatment suggestion data information, and correspondingly, the VTE treatment result data information is VTE preventive treatment result data information; and if the VTE risk assessment grade information is VTE middle risk grade information or VTE high risk grade information, the VTE risk suggestion data information is VTE implementation processing suggestion data information, and correspondingly, the VTE processing result data information is VTE implementation processing result data information.
Optionally, the method further includes: and the VTE system database is used for storing and updating the characteristic information, VTE risk assessment grade information, VTE risk suggestion data information, VTE processing result data information and VTE processing result feedback information of the personnel to be detected, and establishing the corresponding relation among the characteristic information, VTE risk assessment grade information, VTE risk suggestion data information, VTE processing result data information and VTE processing result feedback information of the personnel to be detected.
Optionally, the VTE quality monitoring end is further configured to send an acquisition request to the VTE system database, where the acquisition request is used to acquire feature information, VTE risk assessment level information, and VTE risk suggestion data information corresponding to the VTE processing result data information, and generate VTE processing result feedback information corresponding to the VTE processing result data information in combination with the VTE processing result standard level.
Optionally, the VTE processing result feedback information is information used for characterizing a type of a processing measure taken on the second feature information, and the VTE processing result feedback information includes information indicating that risk assessment is recommended to the second feature information and information indicating that risk assessment is not recommended to the second feature information.
Optionally, if the VTE processing result data information is VTE preventive processing result data information, the VTE quality monitoring end is specifically configured to determine whether a VTE preventive processing result score corresponding to the VTE preventive processing result data information is less than or equal to a VTE preventive processing result standard threshold preset in the VTE processing result standard grade; if so, the feedback information of the VTE processing result is information which indicates that risk assessment is not recommended to the second characteristic information; otherwise, the feedback information of the VTE processing result is information representing that risk assessment is suggested to be carried out on the second characteristic information.
Optionally, if the VTE processing result data information is VTE implementation processing result data information, the VTE quality monitoring end is specifically configured to determine whether a VTE implementation processing result score corresponding to the VTE implementation processing result data information is less than or equal to a VTE implementation processing result standard threshold preset in the VTE processing result standard grade; if so, the feedback information of the VTE processing result is information which indicates that risk assessment is not recommended to the second characteristic information; otherwise, the feedback information of the VTE processing result is information representing that risk assessment is suggested to be carried out on the second characteristic information.
Compared with the prior art, the embodiment of the application provides a VTE risk monitoring and result quality control system, includes: the system comprises a VTE risk assessment end, a VTE risk suggestion end, a medical care mobile terminal and a VTE quality monitoring end; the VTE risk assessment terminal is used for acquiring first characteristic information of a person to be detected, inputting the first characteristic information into a VTE risk assessment model, acquiring VTE risk assessment grade information which is output by the VTE risk assessment model and corresponds to the first characteristic information, and sending the VTE risk assessment grade information to the VTE risk suggestion terminal; the VTE risk suggestion end is used for generating VTE risk suggestion data information corresponding to the VTE risk assessment grade information according to the VTE risk assessment grade information and sending the VTE risk suggestion data information to a medical care mobile terminal used by medical care personnel; the medical care mobile terminal is used for acquiring the VTE risk suggestion data information, acquiring VTE processing result data information corresponding to the VTE risk suggestion data information, and sending the VTE processing result data information to the VTE quality monitoring end, wherein the VTE processing result data information at least comprises second characteristic information of the personnel to be detected; the VTE quality monitoring end is used for acquiring the VTE processing result data information and generating VTE processing result feedback information corresponding to the VTE processing result data information according to VTE processing result standard grade; and if the feedback information of the VTE processing result is information indicating that risk assessment is proposed to the second characteristic information, sending the second characteristic information to the VTE risk assessment end so that the VTE risk assessment end can input the second characteristic information into the VTE risk assessment model and obtain VTE risk assessment grade information which is output by the VTE risk assessment model and corresponds to the second characteristic information.
According to the technical scheme, on the one hand, through the VTE risk monitoring and result quality control system, VTE risk assessment grade information of a person to be detected can be determined in time according to a VTE risk assessment model, corresponding VTE risk suggestion information is obtained according to the VTE risk assessment grade information, VTE characteristic information is analyzed in time through a computer system, and analysis and assessment efficiency is improved; and secondly, generating corresponding VTE processing result data information according to the VTE risk suggestion information, further obtaining corresponding VTE processing result feedback information by analyzing the VTE processing result data information, and determining whether VTE characteristic information needs to be subjected to VTE risk assessment again according to the VTE processing result feedback information, so that the processing efficiency and the data accuracy of the VTE characteristic information are improved, and the analysis complexity of the VTE characteristic information is reduced.
Drawings
Fig. 1 is a schematic diagram of a logic structure of a VTE risk monitoring and result quality control system according to a first embodiment of the present disclosure.
Fig. 2 is a flowchart of generating VTE risk assessment level information of a person to be detected by the VTE risk assessment terminal according to the first embodiment of the present application.
Fig. 3 is a flowchart of determining, by the VTE quality monitoring end, VTE processing result feedback information of the person to be detected according to the first embodiment of the present application.
Detailed Description
In the following description, numerous specific details are set forth in order to provide a thorough understanding of the present application. This application is capable of implementation in many different ways than those herein set forth and of similar import by those skilled in the art without departing from the spirit of this application and is therefore not limited to the specific implementations disclosed below.
The embodiment of the application provides a VTE risk monitoring and result quality control system, processes VTE characteristic information and analyzes VTE processing result feedback data through a computer system, improves the processing efficiency and the data accuracy of VTE characteristic information, and reduces the analysis complexity of VTE characteristic information.
In the prior art, because VTE characteristic information of a person to be detected is often covered or hidden by other characteristic information, a doctor easily ignores the VTE characteristic information in the process of analyzing other characteristic information, so that the data accuracy of the VTE characteristic information is reduced, and the complexity of analyzing the VTE characteristic information is increased.
The embodiment of the application provides a VTE risk monitoring and result quality control system, includes: the system comprises a VTE risk assessment end, a VTE risk suggestion end, a medical care mobile terminal and a VTE quality monitoring end; the VTE risk assessment terminal is used for acquiring first characteristic information of a person to be detected, inputting the first characteristic information into a VTE risk assessment model, acquiring VTE risk assessment grade information which is output by the VTE risk assessment model and corresponds to the first characteristic information, and sending the VTE risk assessment grade information to the VTE risk suggestion terminal; the VTE risk suggestion end is used for generating VTE risk suggestion data information corresponding to the VTE risk assessment grade information according to the VTE risk assessment grade information and sending the VTE risk suggestion data information to a medical care mobile terminal used by medical care personnel; the medical care mobile terminal is used for acquiring the VTE risk suggestion data information, acquiring VTE processing result data information corresponding to the VTE risk suggestion data information, and sending the VTE processing result data information to the VTE quality monitoring end, wherein the VTE processing result data information at least comprises second characteristic information of the personnel to be detected; the VTE quality monitoring end is used for acquiring the VTE processing result data information and generating VTE processing result feedback information corresponding to the VTE processing result data information according to VTE processing result standard grade; and if the feedback information of the VTE processing result is information indicating that risk assessment is proposed to the second characteristic information, sending the second characteristic information to the VTE risk assessment end so that the VTE risk assessment end can input the second characteristic information into the VTE risk assessment model and obtain VTE risk assessment grade information which is output by the VTE risk assessment model and corresponds to the second characteristic information.
According to the technical scheme, on the one hand, through the VTE risk monitoring and result quality control system, VTE risk assessment grade information of a person to be detected can be determined in time according to a VTE risk assessment model, corresponding VTE risk suggestion information is obtained according to the VTE risk assessment grade information, VTE characteristic information is analyzed in time through a computer system, and analysis and assessment efficiency is improved; and secondly, generating corresponding VTE processing result data information according to the VTE risk suggestion information, further obtaining corresponding VTE processing result feedback information by analyzing the VTE processing result data information, and determining whether VTE characteristic information needs to be subjected to VTE risk assessment again according to the VTE processing result feedback information, so that the processing efficiency and the data accuracy of the VTE characteristic information are improved, and the analysis complexity of the VTE characteristic information is reduced.
The VTE risk monitoring and result quality control system provided by the present application is described and illustrated in detail below with reference to a first embodiment.
Please refer to fig. 1, which provides a schematic diagram of the logical structure of the VTE risk assessment and result quality control system. The VTE risk assessment and result quality control system is described below with reference to the figure, and a process of the VTE risk assessment and result quality control system detecting the VTE risk assessment level of the person to be detected and feeding back VTE processing result feedback opinions is described below.
As shown in fig. 1, the VTE risk monitoring and result quality control system 100 includes a VTE risk assessment end 101, a VTE risk suggestion end 102, a medical care mobile terminal 103, a VTE quality monitoring end 104, and a VTE system database 105.
The VTE risk assessment terminal 101 is used for acquiring first characteristic information of a person to be detected, inputting the first characteristic information into the VTE risk assessment model, acquiring VTE risk assessment grade information which is output by the VTE risk assessment model and corresponds to the first characteristic information, and sending the VTE risk assessment grade information to the VTE risk suggestion terminal 102.
The VTE risk assessment end 101 is described from a functional perspective, and is used for acquiring first characteristic information of a person to be detected, analyzing and processing the first characteristic information according to a VTE risk assessment model, and acquiring VTE risk assessment grade information.
Please refer to fig. 2, which is a flowchart illustrating a VTE risk assessment terminal generating VTE risk assessment level information of a person to be detected according to a first embodiment of the present disclosure. The method comprises the following steps:
s201: the method includes the steps of obtaining first characteristic information of a person to be detected.
The personnel to be detected comprise: hospitalized patients with general illnesses belonging to a patient in a hospital system containing at least one primary illness. Thus, the person to be detected may be from various departments in the hospital system, or may comprise historical treatment records for one or more departments. By carrying out VTE risk assessment on the characteristic information of the patient of each department, the processing efficiency and the data accuracy of the VTE characteristic information are improved, and the analysis complexity of the VTE characteristic information is reduced.
The first characteristic information of the person to be detected is used for analyzing whether the characteristic information of the person to be detected contains characteristic information data representing VTE risk, and the characteristic information includes basic data, detection result data or processing result data of the person to be detected.
It should be noted that the first feature information is feature information that is not input into the VTE risk assessment model by the VTE risk assessment end to obtain VTE risk assessment level information. The first characteristic information at least includes at least one of the following information: basic information (age, sex), treatment factor information (operation, puncture, catheterization), disease factor information (bleeding disease, stroke, renal failure), and examination factor information (anti-Xa activity, platelet count). In addition, the category included in the first characteristic information can be used as an evaluation item for constructing a VTE risk evaluation model. The first characteristic information of the personnel to be detected is characteristic information which is collected in advance and stored in a VTE system database.
It should be noted that, it is proposed here that the first characteristic information is distinguished from second characteristic information, the second characteristic information is characteristic information of a person to be detected included in VTE processing result data acquired by the medical care mobile terminal, where the VTE processing result data corresponds to the first characteristic information, VTE risk assessment level information corresponding to the first characteristic information, and VTE risk suggestion data information corresponding to the VTE risk assessment level information corresponding to the first characteristic information. That is to say, the second feature information is the feature information of the person to be detected, which is obtained after the first feature information is processed as follows:
the VTE risk assessment end obtains VTE risk assessment grade information corresponding to the first characteristic information according to the first characteristic information; analyzing and processing the VTE risk assessment grade information corresponding to the first characteristic information by a VTE risk suggestion end to acquire VTE risk suggestion data information corresponding to the VTE risk assessment grade information corresponding to the first characteristic information; the VTE risk suggestion data information corresponding to the VTE risk assessment grade information corresponding to the first characteristic information is analyzed and processed by the medical care mobile terminal, and VTE processing result data information corresponding to the VTE risk suggestion data information corresponding to the VTE risk assessment grade information corresponding to the first characteristic information is obtained; and acquiring second characteristic information from VTE processing result data information corresponding to VTE risk assessment grade information corresponding to the first characteristic information.
It should be noted that, the acquiring, by the VTE risk assessment terminal 101, the first characteristic information of the person to be detected specifically includes:
the VTE risk assessment terminal 101 sends a request message to the VTE system database 105, wherein the request message is used for acquiring first characteristic information of a person to be detected, the request message includes basic information of the person to be detected, and correspondingly, the VTE system database 105 acquires the first characteristic information corresponding to the basic information, which is stored in the VTE system database 105 in advance, according to the basic information of the person to be detected in the request message, and sends the first characteristic information to the VTE risk assessment terminal 101.
And the VTE system database 105 is used for storing and updating the characteristic information, VTE risk assessment grade information, VTE risk suggestion data information, VTE processing result data information and VTE processing result feedback information of the personnel to be detected, and establishing the corresponding relation among the characteristic information, VTE risk assessment grade information, VTE risk suggestion data information, VTE processing result data information and VTE processing result feedback information of the personnel to be detected.
In this embodiment, after determining the person to be detected, the characteristic information of the person to be detected is analyzed as follows:
acquiring first characteristic information of a person to be detected, performing VTE risk assessment, acquiring VTE risk assessment grade information, and generating VTE risk suggestion data information; and correspondingly processing the characteristic information of the personnel to be detected according to the VTE risk suggestion data information to obtain VTE processing result data information, and analyzing by the quality monitoring terminal to obtain VTE processing result feedback information.
It should be noted that the VTE processing result feedback information is information for characterizing a type of a processing measure taken on the second feature information, and the VTE processing result feedback information includes information indicating that risk assessment is recommended for the second feature information and information indicating that risk assessment is not recommended for the second feature information.
And if the feedback information of the VTE processing result is information indicating that the risk assessment of the second characteristic information is recommended, sending the second characteristic information to a VTE risk assessment end so that the VTE risk assessment end can input the second characteristic information into a VTE risk assessment model and obtain VTE risk assessment grade information which is output by the VTE risk assessment model and corresponds to the second characteristic information.
And if the VTE processing result feedback information is information indicating that risk assessment is not recommended to the second characteristic information, sending the VTE processing result feedback information to the medical care mobile terminal so that the medical care mobile terminal can display the VTE processing result feedback information.
S202: inputting the first characteristic information into a VTE risk assessment model, and acquiring VTE risk assessment grade information which is output by the VTE risk assessment model and corresponds to the first characteristic information.
It should be noted that, in the process of analyzing all the characteristic information of the person to be detected, a VTE risk assessment model is adopted to perform VTE risk assessment on the characteristic information of the person to be detected. And performing corresponding preventive treatment measures or implementation treatment measures on the characteristic information of the person to be detected according to the VTE risk assessment grade information, so that the data accuracy of VTE characteristic information identification and the VTE characteristic information processing efficiency are improved.
The VTE risk assessment model is an assessment tool used for assessing VTE risk assessment grade information according to the characteristic information of a person to be detected, the model carries out normalization and standardization processing on the characteristic information to obtain structured characteristic information, and the VTE risk assessment grade information is determined according to the structured characteristic information.
It should be noted that the VTE risk assessment level information includes VTE-free risk information and VTE-carrying risk information; wherein, carrying VTE risk information includes: VTE low risk level information, VTE medium risk level information or VTE high risk level information. According to the VTE risk assessment model, whether the risk factor of the person to be detected carrying the VTE can be effectively identified, the VTE characteristic information and the corresponding risk level of the person to be detected can be timely and accurately acquired, and corresponding VTE characteristic information processing measures are taken according to different VTE risk levels.
In the embodiment of the application, the VTE risk assessment models adopted by the personnel to be detected in different departments are different.
Specifically, the VTE risk assessment model mainly comprises a Caprini risk assessment model and a Padua risk assessment model; if the characteristic information of the person to be detected belongs to the characteristic information of the surgical patient, performing VTE risk assessment on the characteristic information of the person to be detected by adopting a Caprini risk assessment model; and if the characteristic information of the personnel to be detected belongs to the characteristic information of the medical patient, performing VTE risk assessment on the characteristic information of the personnel to be detected by adopting a Padua risk assessment model.
The Caprini risk assessment model comprises the following assessment indexes: age, Body Mass Index (BMI), current medical history, surgical history, and examination data. The Caprini risk assessment model comprises 37 assessment items, which respectively comprise: 15 evaluation items with a single score of 1, 8 evaluation items with a single score of 2, 10 evaluation items with a single score of 3, and 4 evaluation items with a single score of 5. The Caprini risk assessment model carries out risk scoring on the characteristic information of the person to be detected according to the following method:
and respectively scoring the characteristic information of the personnel to be detected belonging to the surgical ward according to the 37 assessment items of the Caprini risk assessment model, performing weighted statistics on the obtained item scores, and determining the VTE risk assessment grade information of the personnel to be detected according to the corresponding relation between the total score of the weighted statistics and the VTE risk assessment grade information. The method specifically comprises the following steps: if the item score of the person to be detected is 0 score, the VTE risk assessment grade information of the person to be detected is VTE extremely low risk grade information, also called VTE-free risk grade information, which indicates that if the person to be detected does not take VTE preventive measures, the probability of VTE suffering of the person to be detected is 0; if the total item score of the person to be detected is 1-2, the VTE risk assessment grade information of the person to be detected is VTE low risk grade information, which indicates that if the person to be detected does not take VTE preventive measures, the probability that the person to be detected suffers from VTE is less than or equal to 10%; if the total item score of the personnel to be detected is 3-4, the VTE risk assessment grade information of the personnel to be detected is risk grade information in the VTE; and if the total item score of the personnel to be detected is greater than or equal to 5, the VTE risk assessment grade information of the personnel to be detected is VTE high risk grade information.
The Padua risk assessment model includes 11 assessment items, including: the evaluation items 6 with a single score of 1, the evaluation items 1 with a single score of 2, and the evaluation items 4 with a single score of 3. The Padua risk assessment model carries out risk scoring on the characteristic information of the personnel to be detected according to the following method:
and respectively scoring the characteristic information of the personnel to be detected belonging to the medical ward according to the 11 assessment items of the Padua risk assessment model, carrying out weighted statistics on the obtained item scores, and determining the VTE risk assessment grade information of the personnel to be detected according to the corresponding relation between the total score of the weighted statistics and the VTE risk assessment grade information. The method specifically comprises the following steps: if the total item score of the personnel to be detected is less than 4 points, the VTE risk assessment grade information of the personnel to be detected is VTE low risk grade information which shows that if the personnel to be detected does not take VTE preventive measures, the probability that the personnel to be detected suffers from VTE is less than or equal to 0.3 percent; and if the total item score of the personnel to be detected is greater than or equal to 4, the VTE risk assessment grade information of the personnel to be detected is VTE high risk grade information, which indicates that if the personnel to be detected does not take VTE preventive measures, the probability of VTE suffering of the personnel to be detected is less than or equal to 11%.
The VTE risk assessment grade information refers to the information which is used for representing the VTE risk grade corresponding to the characteristic information of the person to be detected and is obtained by analyzing and assessing the characteristic information of the person to be detected through a VTE risk assessment model.
It should be noted that the VTE risk assessment level information includes VTE-free risk information and VTE-carrying risk information. And if the VTE risk assessment grade information is VTE risk-free information, the VTE risk suggestion data information is information indicating that the first characteristic information is not recommended to be processed. Specifically, the non-VTE risk information indicates that the first characteristic information of the person to be detected does not include characteristic information of VTE risk. Correspondingly, the first characteristic information of the person to be detected does not need to be processed on the VTE risk aspect at the medical care mobile terminal.
If the VTE risk assessment grade information carries VTE risk information, the VTE risk suggestion data information is information representing suggestion processing first characteristic information; specifically, the VTE risk recommendation data information at least includes VTE preventive treatment recommendation data information and VTE implementation treatment recommendation data information.
Carrying VTE risk information includes: VTE low risk grade information, VTE medium risk grade information or VTE high risk grade information; if the VTE risk assessment grade information is VTE low risk grade information, the VTE risk suggestion data information is VTE preventive treatment suggestion data information, and correspondingly, the VTE treatment result data information is VTE preventive treatment result data information; if the VTE risk assessment grade information is VTE middle risk grade information or VTE high risk grade information, the VTE risk suggestion data information is VTE implementation processing suggestion data information, and correspondingly, the VTE processing result data information is VTE implementation processing result data information.
S203: and sending the VTE risk assessment grade information to the VTE risk suggestion end.
In the embodiment of the application, a VTE risk assessment model is adopted to carry out VTE risk assessment on the characteristic information of a person to be detected to obtain VTE risk assessment grade information, and the VTE risk assessment grade information is sent to a VTE risk suggestion end and used for analyzing the VTE risk assessment grade information corresponding to the characteristic information of the person to be detected to obtain VTE risk suggestion data information corresponding to the characteristic information.
And the VTE risk suggestion end 102 is used for generating VTE risk suggestion data information corresponding to the VTE risk assessment level information according to the VTE risk assessment level information, and sending the VTE risk suggestion data information to the medical care mobile terminal 103 used by medical care personnel.
The VTE risk suggestion end 102 is described from a functional perspective, and the VTE risk suggestion end is configured to analyze VTE risk assessment level information according to VTE risk assessment level information provided by the VTE risk assessment end 101, generate VTE risk suggestion data information corresponding to the VTE risk assessment level information, send the VTE risk suggestion data information to the medical care mobile terminal, provide VTE risk suggestion data information of a person to be detected for the medical care mobile terminal, and obtain VTE processing result data information to provide a data basis.
The VTE risk suggestion data information refers to VTE risk suggestion data information of a person to be detected, which is obtained by analyzing and processing VTE risk assessment grade information provided by a VTE risk assessment end by the VTE risk assessment end. The VTE risk suggestion data information is risk suggestion information corresponding to VTE risk assessment grade information of a person to be detected, a receiving object of the VTE risk suggestion data information is a medical care mobile terminal, and the medical care person carries out corresponding processing on the characteristic information according to the VTE risk suggestion data information received by the medical care mobile terminal.
The VTE risk suggestion data information and the VTE risk assessment level information have a corresponding relation, so that different VTE risk assessment level information correspond to different VTE risk suggestion data information and subsequent operation flows.
The VTE risk assessment grade information of the personnel to be detected comprises two conditions of VTE risk-free information and VTE risk-carrying information; the following is a detailed analysis for the above two cases.
In a first case, if the VTE risk assessment level information is VTE-free risk information, the VTE risk suggestion data information is information indicating that it is suggested not to process the first feature information. That is to say, when the VTE risk assessment model detects that the first feature information of the person to be detected does not include the feature information of the VTE risk, the first feature information of the person to be detected does not need to be processed on the VTE risk aspect at the medical care mobile terminal.
In a second case, if the VTE risk assessment level information is carried with VTE risk information, the VTE risk suggestion data information is information indicating that first feature information is suggested to be processed. The VTE risk information carrying method comprises the following steps: VTE low risk level information, VTE medium risk level information or VTE high risk level information. According to the fact that the first characteristic information of the person to be detected has different VTE risk grade data, the VTE risk suggestion data information at least comprises VTE preventive processing suggestion data information and VTE implementation processing suggestion data information.
Specifically, if the VTE risk assessment level information is VTE low risk level information, the VTE risk recommendation data information is VTE preventive treatment recommendation data information.
And if the VTE risk assessment grade information is VTE middle risk grade information or VTE high risk grade information, the VTE risk suggestion data information is VTE implementation processing suggestion data information.
The following is a detailed explanation according to two different cases of VTE preventive processing recommendation data information and VTE implementation processing recommendation data information.
(I) VTE preventive handling of recommended data information
If the VTE risk assessment grade information of the personnel to be detected is VTE low risk grade information, the VTE risk suggestion data information is VTE preventive treatment suggestion data information, and specifically comprises basic preventive measures. Medical personnel take basic preventive measures to the characteristic information of the personnel to be detected according to VTE preventive treatment suggestion data information received by the medical mobile terminal, and basic preventive results after the basic preventive measures are processed are sent to a VTE quality monitoring end.
When the quality monitoring end determines that the basic prevention result is smaller than or equal to a VTE prevention result standard threshold preset in a VTE processing result standard grade, the first characteristic information data does not include characteristic information of VTE risks, or the ratio of the characteristic information of the VTE risks in the first characteristic information data to the first characteristic information data is smaller than a set threshold, the first characteristic information does not need to be subjected to VTE risk assessment or processing. Correspondingly, the VTE processing result feedback information is sent to the medical care mobile terminal so that the medical care mobile terminal can display the VTE processing result feedback information. The set threshold is a numerical value indicating that the characteristic information of the person to be detected contains characteristic information of VTE risk, and the specific data is set according to an actual situation, which is not limited herein.
(II) VTE implementation processing of suggested data information
If the VTE risk assessment grade information of the personnel to be detected is VTE middle risk grade information or VTE high risk grade information, the VTE risk suggestion data information is VTE implementation processing suggestion data information, and the method specifically comprises the following steps:
the first step is as follows: and judging whether the first characteristic information of the person to be detected needs anticoagulation prevention treatment.
The second step is that: and if the anticoagulation prevention treatment is needed, further performing bleeding evaluation analysis on the first characteristic information of the person to be detected.
The bleeding assessment analysis results include at least VTE low risk bleeding risk and VTE high risk bleeding risk, as described in detail below.
The third step: and if the bleeding evaluation analysis result is the VTE low-risk bleeding risk, the VTE risk suggestion data information of the personnel to be detected is the drug preventive measure information.
And the first characteristic information of the person to be detected is subjected to medication preventive measure processing, and a medication preventive result processed by the medication preventive measure is sent to the VTE quality monitoring end. When the VTE quality monitoring end determines that the drug prevention result data information is less than or equal to a threshold of a preset VTE low-risk hemorrhage risk standard in a VTE processing result standard grade, the first characteristic information data does not include characteristic information of VTE risk, or the ratio of the characteristic information of VTE risk in the first characteristic information data to the first characteristic information data is less than a set threshold, the first characteristic information does not need to be subjected to VTE risk assessment or processing. Correspondingly, the VTE processing result feedback information is sent to the medical care mobile terminal so that the medical care mobile terminal can display the VTE processing result feedback information. The set threshold is a numerical value indicating that the characteristic information of the person to be detected contains characteristic information of VTE risk, and the specific data is set according to an actual situation, which is not limited herein.
The fourth step: if the bleeding evaluation analysis result is the VTE high-risk bleeding risk, the VTE risk suggestion data information of the personnel to be detected is a physical treatment measure or a comprehensive treatment measure; further carrying out DVT (Deep Venous Thrombosis) evaluation on the characteristic information of the person to be detected, wherein if the DVT evaluation result is positive, the VTE risk suggestion data information of the person to be detected is a DVT treatment measure; and if the DVT evaluation result is negative, performing PE (acute Pulmonary Embolism) evaluation on the first characteristic information of the person to be detected, and if the PE evaluation result is that the person to be detected has a PE risk, adopting the VTE risk suggestion data information of the person to be detected as a PE processing measure.
When the bleeding evaluation analysis result of the person to be detected is the VTE high-risk bleeding risk, the VTE risk recommendation data information of the person to be detected at least comprises the following processing measures: physical or comprehensive treatment, DVT treatment, PE treatment. When the VTE quality monitoring end determines that the VTE processing result data information of a person to be detected is smaller than or equal to a VTE high-risk bleeding risk standard threshold preset in the VTE processing result standard grade, the first characteristic information data does not include characteristic information of VTE risk, or the ratio of the characteristic information including VTE risk in the first characteristic information data to the first characteristic information data is smaller than a set threshold, the first characteristic information does not need to be subjected to VTE risk assessment or processing. Correspondingly, the VTE processing result feedback information is sent to the medical care mobile terminal so that the medical care mobile terminal can display the VTE processing result feedback information. The set threshold is a numerical value indicating that the characteristic information of the person to be detected contains characteristic information of VTE risk, and the specific data is set according to an actual situation, which is not limited herein.
The VTE risk recommendation terminal 102 obtains corresponding VTE risk recommendation data information after performing analysis processing according to the VTE risk assessment level data of the person to be detected, and sends the obtained VTE risk recommendation data information to the medical care mobile terminal.
It should be noted that, when the VTE risk suggestion end 102 sends the VTE risk suggestion data information of the person to be detected to the medical care mobile terminal 103 used by the medical care personnel, a first corresponding relationship is established among the first feature information, the VTE risk assessment level information, and the VTE risk suggestion data information of the person to be detected, and the first feature information, the VTE risk assessment level information, the VTE risk suggestion data information, and the first corresponding relationship of the person to be detected are sent to the VTE system database. The VTE system database stores the data and the corresponding relation, and provides a data basis for extracting the data of the personnel to be detected from the VTE system database when the VTE quality monitoring end analyzes and judges VTE result processing data information of the personnel to be detected.
And the medical care mobile terminal 103 is used for acquiring VTE risk suggestion data information, acquiring VTE processing result data information corresponding to the VTE risk suggestion data information, and sending the VTE processing result data information to the VTE quality monitoring end, wherein the VTE processing result data information at least comprises second characteristic information of a person to be detected.
The above is a description of the medical care mobile terminal 103 from a functional perspective, and the medical care mobile terminal performs data interaction with the VTE risk suggestion end and the VTE quality monitoring end, respectively. The medical care mobile terminal receives VTE risk suggestion data information provided by the VTE risk suggestion end, and sends VTE processing result data information corresponding to the VTE risk suggestion data information to the VTE quality monitoring end; and after acquiring the VTE processing result data information, the quality monitoring end analyzes and processes the VTE processing result data information, and judges whether to perform VTE risk assessment again on second characteristic information included in the VTE processing result data information.
And the VTE processing result data information refers to a result obtained by processing the VTE risk opinion data information corresponding to the person to be detected. The executor of the medical care mobile terminal is a medical care worker, and the medical care worker takes corresponding measures according to the VTE risk suggestion data information received by the medical care mobile terminal.
Specifically, when the VTE risk suggestion data information indicates that processing of the first feature information is not suggested, the medical staff does not take any measures with respect to the first feature information of the staff to be detected.
When the VTE risk suggestion data information is information indicating that the first characteristic information is suggested to be processed, the medical staff takes processing measures (preventive processing or implementation processing) contained in the VTE risk suggestion data information for the first characteristic information of the staff to be detected, and uploads VTE processing result feedback information of the staff to be detected to the medical mobile terminal.
It should be noted that the VTE risk suggestion data information has a corresponding relationship with the VTE processing result data information, and specifically, when the VTE risk suggestion data information is VTE preventive processing suggestion data information, the VTE processing result data information is VTE preventive processing result data information; when the first characteristic information of the person to be detected adopts anticoagulation preventive measures and bleeding evaluation analysis, the VTE risk evaluation grade information of the person to be detected is VTE low risk grade information, the VTE risk suggestion data information is VTE preventive treatment suggestion data information, and the VTE processing result data information is VTE preventive treatment result data information; the VTE risk assessment grade information of the personnel to be detected is VTE middle risk grade information or VTE high risk grade information, and the VTE risk suggestion data information is VTE implementation processing suggestion data information which comprises physical processing measure information or comprehensive processing measure information and specifically comprises at least one of the following: and if the DVT processing measure information and the PE processing measure information exist, the VTE processing result data information is the VTE processing result data information of the first characteristic information after the DVT processing measure information and/or the PE processing measure information are processed.
The VTE quality monitoring terminal acquires VTE risk suggestion data from the VTE risk suggestion terminal, acquires VTE processing result data information input by medical staff, and sends the VTE processing result data information to the VTE quality monitoring terminal, so that the VTE quality monitoring terminal can track VTE prevention result information or processing result information of the staff to be detected in time, and provide subsequent feedback suggestions, thereby improving the data accuracy of VTE characteristic information of the staff to be detected and reducing the analysis complexity.
The VTE quality monitoring end 104 is used for acquiring the VTE processing result data information and generating VTE processing result feedback information corresponding to the VTE processing result data information according to VTE processing result standard grade; and if the feedback information of the VTE processing result is information indicating that risk assessment is proposed to the second characteristic information, sending the second characteristic information to the VTE risk assessment end so that the VTE risk assessment end can input the second characteristic information into the VTE risk assessment model and obtain VTE risk assessment grade information which is output by the VTE risk assessment model and corresponds to the second characteristic information.
The VTE quality monitoring end 104 is described from the functional perspective, and the VTE quality monitoring end determines VTE processing result data information of a person to be detected to obtain VTE processing result feedback information corresponding to the VTE processing result data information, and determines further processing of the second characteristic information according to the VTE processing result feedback information.
It should be noted that if the VTE processing result feedback information is information indicating that risk assessment is not recommended for the second feature information, the VTE processing result feedback information is sent to the medical care mobile terminal; correspondingly, the medical care mobile terminal is also used for displaying the VTE processing result feedback information.
Please refer to fig. 3, which is a flowchart illustrating a VTE quality monitoring end determining feedback information of VTE processing results of the person to be detected according to a first embodiment of the present application.
S301: and acquiring the VTE processing result data information.
It should be noted that the VTE quality monitoring end is further configured to send an acquisition request to the VTE system database, where the acquisition request is used to acquire the first feature information, the VTE risk assessment level information, and the VTE risk suggestion data information corresponding to the VTE processing result data information of the person to be detected. The VTE quality monitoring end is specifically used for generating VTE processing result feedback information corresponding to the VTE processing result data information of the to-be-detected person according to the first characteristic information of the to-be-detected person, the VTE risk assessment grade information, the VTE risk suggestion data information and the VTE processing result data information in combination with the VTE processing result standard grade.
S302: and generating VTE processing result feedback information corresponding to the VTE processing result data information according to the VTE processing result standard grade.
It should be noted that the VTE processing result feedback information is information for characterizing a type of a processing measure taken on the second feature information, and the VTE processing result feedback information includes information indicating that risk assessment is recommended to the second feature information and information indicating that risk assessment is not recommended to the second feature information.
Therefore, the VTE quality monitoring end has different VTE processing result feedback information aiming at VTE risk suggestion data information and VTE processing result data information of different to-be-detected personnel.
S302-1: and if the feedback information of the VTE processing result is information indicating that risk assessment is proposed to the second characteristic information, sending the second characteristic information to the VTE risk assessment end so that the VTE risk assessment end can input the second characteristic information into the VTE risk assessment model and obtain VTE risk assessment grade information which is output by the VTE risk assessment model and corresponds to the second characteristic information.
S302-2: if the VTE processing result feedback information is information indicating that risk assessment on the second characteristic information is not recommended, sending the VTE processing result feedback information to the medical care mobile terminal; the medical care mobile terminal is also used for displaying the VTE processing result feedback information.
And according to different feedback information of the VTE processing result, the VTE quality monitoring end performs data interaction with the medical care mobile terminal and the VTE risk assessment end respectively. Specifically, if the VTE processing result feedback information is information indicating that it is recommended to perform risk assessment on the second feature information, the VTE quality monitoring end sends the second feature information to the VTE risk assessment end, and it represents that the second feature information includes VTE risk feature information, and it is necessary to further perform VTE risk assessment on the second feature information. Correspondingly, the VTE risk assessment end inputs the second characteristic information into the VTE risk assessment model, and obtains VTE risk assessment grade information which is output by the VTE risk assessment model and corresponds to the second characteristic information.
When the VTE processing result feedback information is information indicating that risk assessment is not recommended to the second characteristic information, the VTE quality monitoring end sends the VTE processing result feedback information to the medical care mobile terminal, and represents that the VTE processing result data information does not include VTE risk characteristic information, or the ratio of characteristic information including VTE risk in the second characteristic information data to the second characteristic information data is smaller than a set threshold value, and further VTE risk assessment is not required to be performed on the second characteristic information. Correspondingly, the medical care mobile terminal displays the VTE processing result feedback information.
The VTE risk suggestion data information at least includes VTE prevention processing suggestion data information and VTE implementation processing suggestion data information, and the following respectively describes a specific operation flow of the quality monitoring end determining VTE processing result information of the person to be detected under the above two conditions.
And (I) if the VTE risk suggestion data information is VTE preventive treatment suggestion data information, the VTE treatment result data information is VTE preventive treatment result data information.
The VTE quality monitoring end is specifically used for analyzing first characteristic information, VTE risk assessment grade information, VTE risk suggestion data information and VTE processing result data information of a person to be detected of VTE low risk grade information; and judging whether the VTE preventive processing result score corresponding to the VTE preventive processing result data information is less than or equal to a VTE preventive processing result standard threshold preset in the VTE processing result standard grade, and analyzing according to specific conditions.
And if so, the feedback information of the VTE processing result is information which indicates that risk assessment is not recommended to the second characteristic information. It is noted that the second characteristic information data included in the VTE prevention processing result data information does not include VTE risk characteristic information, or a ratio of characteristic information of VTE risk in the second characteristic information data to the second characteristic information data is smaller than a set threshold, and it is not necessary to further perform VTE risk assessment on the second characteristic information. Therefore, the VTE processing result feedback information is sent to the medical care mobile terminal so that the medical care mobile terminal can display the VTE processing result feedback information.
Otherwise, the feedback information of the VTE processing result is information representing that risk assessment is suggested to be carried out on the second characteristic information. It is noted that the second characteristic information data included in the VTE prevention processing result data information includes VTE risk characteristic information, or a ratio of characteristic information including VTE risk in the second characteristic information data to the second characteristic information data is greater than a set threshold, and it is necessary to further perform VTE risk assessment on the second characteristic information. Therefore, second characteristic information is sent to the VTE risk assessment end, so that the VTE risk assessment end inputs the second characteristic information into the VTE risk assessment model, and VTE risk assessment grade information which is output by the VTE risk assessment model and corresponds to the second characteristic information is obtained.
And (II) if the VTE risk suggestion data information is VTE implementation processing suggestion data information, the VTE processing result data information is VTE implementation processing result data information.
The VTE quality monitoring end is specifically used for analyzing first characteristic information, VTE risk assessment grade information, VTE risk suggestion data information and VTE processing result data information of a person to be detected of risk grade information or VTE high risk grade information in the VTE; and judging whether the VTE implementation processing result score corresponding to the VTE implementation processing result data information is less than or equal to a VTE implementation processing result standard threshold preset in the VTE processing result standard grade, and analyzing according to specific conditions.
And if so, the feedback information of the VTE processing result is information which indicates that risk assessment is not recommended to the second characteristic information. It is noted that the second characteristic information data included in the VTE implementation processing result data information does not include VTE risk characteristic information, or a ratio of characteristic information including VTE risk in the second characteristic information data to the second characteristic information data is smaller than a set threshold, and it is not necessary to further perform VTE risk assessment on the second characteristic information. Therefore, the VTE processing result feedback information is sent to the medical care mobile terminal so that the medical care mobile terminal can display the VTE processing result feedback information.
Otherwise, the feedback information of the VTE processing result is information representing that risk assessment is suggested to be carried out on the second characteristic information. It is noted that the second characteristic information data included in the VTE implementation processing result data information includes VTE risk characteristic information, or a ratio of characteristic information including VTE risk in the second characteristic information data to the second characteristic information data is greater than a set threshold, and it is necessary to further perform VTE risk assessment on the second characteristic information. Therefore, second characteristic information is sent to the VTE risk assessment end, so that the VTE risk assessment end inputs the second characteristic information into the VTE risk assessment model, and VTE risk assessment grade information which is output by the VTE risk assessment model and corresponds to the second characteristic information is obtained.
The VTE processing result standard grade refers to a standard value of VTE risk processing, adopts VTE processing result standard grade set by a national VTE prevention and control ability construction project guide, and comprises a series of standard values of VTE indexes. And judging the data information of the VTE processing result of the person to be detected according to the standard grade of the VTE processing result, and determining whether to perform VTE risk assessment again on the second characteristic information of the person to be detected according to the judgment result.
The VTE preventive processing result score is a result score calculated from VTE preventive processing result data information, the VTE preventive processing result data information includes preventive processing result data information of a plurality of project evaluation items, and the preventive processing result scores of the plurality of project evaluation items are added in correspondence to the preventive processing result scores of the plurality of project evaluation items to obtain the VTE preventive processing result score.
The VTE implementation processing result score is a result score obtained by calculating VTE implementation processing result data information, the VTE implementation processing result data information comprises implementation processing result data information of a plurality of project evaluation items, and the implementation processing result scores of the project evaluation items are added to obtain the VTE implementation processing result score corresponding to the implementation processing result scores of the project evaluation items.
It should be noted that the VTE risk suggestion end 102 generates VTE risk suggestion data information corresponding to the VTE risk assessment level information according to the VTE risk assessment level information, and also sends the VTE risk assessment level information of the person to be detected and the corresponding VTE risk suggestion data information to the VTE system database, so as to store and update the VTE risk assessment level information of the person to be detected and the corresponding VTE risk suggestion data information.
It should be noted that, after acquiring the VTE processing result data information of the person to be detected after processing the VTE risk suggestion data information, the medical care mobile terminal 103 also sends the VTE processing result data information of the person to be detected to the VTE system database, so as to store and update the VTE processing result data information of the person to be detected.
According to the VTE risk monitoring and result quality control system, on the first hand, VTE risk evaluation grade information of a person to be detected can be determined in time according to a VTE risk evaluation model, corresponding VTE risk suggestion information is obtained according to the VTE risk evaluation grade information, VTE characteristic information is analyzed in time through a computer system, and analysis and evaluation efficiency is improved; and secondly, generating corresponding VTE processing result data information according to the VTE risk suggestion information, further obtaining corresponding VTE processing result feedback information by analyzing the VTE processing result data information, and determining whether VTE characteristic information needs to be subjected to VTE risk assessment again according to the VTE processing result feedback information, so that the processing efficiency and the data accuracy of the VTE characteristic information are improved, and the analysis complexity of the VTE characteristic information is reduced.
Although the present application has been described with reference to the preferred embodiments, it is not intended to limit the present application, and those skilled in the art can make variations and modifications without departing from the spirit and scope of the present application, therefore, the scope of the present application should be determined by the claims that follow.

Claims (12)

1. A VTE risk monitoring and result quality control system, comprising:
the system comprises a VTE risk assessment end, a VTE risk suggestion end, a medical care mobile terminal and a VTE quality monitoring end;
the VTE risk assessment terminal is used for acquiring first characteristic information of a person to be detected, inputting the first characteristic information into a VTE risk assessment model, acquiring VTE risk assessment grade information which is output by the VTE risk assessment model and corresponds to the first characteristic information, and sending the VTE risk assessment grade information to the VTE risk suggestion terminal;
the VTE risk suggestion end is used for generating VTE risk suggestion data information corresponding to the VTE risk assessment grade information according to the VTE risk assessment grade information and sending the VTE risk suggestion data information to a medical care mobile terminal used by medical care personnel;
the medical care mobile terminal is used for acquiring the VTE risk suggestion data information, acquiring VTE processing result data information corresponding to the VTE risk suggestion data information, and sending the VTE processing result data information to the VTE quality monitoring end, wherein the VTE processing result data information at least comprises second characteristic information of the personnel to be detected;
the VTE quality monitoring end is used for acquiring the VTE processing result data information and generating VTE processing result feedback information corresponding to the VTE processing result data information according to VTE processing result standard grade; and if the feedback information of the VTE processing result is information indicating that risk assessment is proposed to the second characteristic information, sending the second characteristic information to the VTE risk assessment end so that the VTE risk assessment end can input the second characteristic information into the VTE risk assessment model and obtain VTE risk assessment grade information which is output by the VTE risk assessment model and corresponds to the second characteristic information.
2. The VTE risk monitoring and outcome quality control system of claim 1,
if the VTE processing result feedback information is information indicating that risk assessment on the second characteristic information is not recommended, sending the VTE processing result feedback information to the medical care mobile terminal;
the medical care mobile terminal is also used for displaying the VTE processing result feedback information.
3. The VTE risk monitoring and outcome quality control system of claim 1,
the first characteristic information is the characteristic information which is not input into the VTE risk assessment model by the VTE risk assessment end so as to obtain the VTE risk assessment grade information.
4. The VTE risk monitoring and outcome quality control system of claim 1,
the second characteristic information is characteristic information of a person to be detected included in VTE processing result data acquired by the medical care mobile terminal, wherein the VTE processing result data corresponds to the first characteristic information, VTE risk assessment grade information corresponding to the first characteristic information, and VTE risk suggestion data information corresponding to the VTE risk assessment grade information corresponding to the first characteristic information.
5. The VTE risk monitoring and outcome quality control system of claim 1,
the VTE risk assessment grade information comprises VTE-free risk information and VTE-carrying risk information;
if the VTE risk assessment grade information is VTE-free risk information, the VTE risk suggestion data information is information which indicates that the first characteristic information is not recommended to be processed;
and if the VTE risk assessment grade information carries VTE risk information, the VTE risk suggestion data information is information representing suggestion for processing the first characteristic information.
6. The VTE risk monitoring and outcome control system of claim 5,
and if the VTE risk suggestion data information is information representing suggestion of processing the first characteristic information, the VTE risk suggestion data information at least comprises VTE preventive processing suggestion data information and VTE implementation processing suggestion data information.
7. The VTE risk monitoring and outcome control system of claim 6,
the carrying VTE risk information comprises: VTE low risk grade information, VTE medium risk grade information or VTE high risk grade information;
if the VTE risk assessment grade information is VTE low risk grade information, the VTE risk suggestion data information is VTE preventive treatment suggestion data information, and correspondingly, the VTE treatment result data information is VTE preventive treatment result data information;
and if the VTE risk assessment grade information is VTE middle risk grade information or VTE high risk grade information, the VTE risk suggestion data information is VTE implementation processing suggestion data information, and correspondingly, the VTE processing result data information is VTE implementation processing result data information.
8. The VTE risk monitoring and outcome control system of claim 1, further comprising: and the VTE system database is used for storing and updating the characteristic information, VTE risk assessment grade information, VTE risk suggestion data information, VTE processing result data information and VTE processing result feedback information of the personnel to be detected, and establishing the corresponding relation among the characteristic information, VTE risk assessment grade information, VTE risk suggestion data information, VTE processing result data information and VTE processing result feedback information of the personnel to be detected.
9. The VTE risk monitoring and outcome control system of claim 8,
the VTE quality monitoring end is further used for sending an acquisition request to the VTE system database, wherein the acquisition request is used for acquiring the characteristic information, VTE risk assessment grade information and VTE risk suggestion data information corresponding to the VTE processing result data information, and generating VTE processing result feedback information corresponding to the VTE processing result data information by combining the VTE processing result standard grade.
10. The VTE risk monitoring and outcome control system of claim 9,
the VTE processing result feedback information is used for representing the type of the processing measure taken on the second characteristic information, and comprises information representing that risk assessment is carried out on the second characteristic information and information representing that risk assessment is not carried out on the second characteristic information.
11. The VTE risk monitoring and outcome control system of claim 9,
if the VTE processing result data information is VTE preventive processing result data information, the VTE quality monitoring end is specifically configured to determine whether a VTE preventive processing result score corresponding to the VTE preventive processing result data information is less than or equal to a VTE preventive processing result standard threshold preset in the VTE processing result standard grade;
if so, the feedback information of the VTE processing result is information which indicates that risk assessment is not recommended to the second characteristic information; otherwise, the feedback information of the VTE processing result is information representing that risk assessment is suggested to be carried out on the second characteristic information.
12. The VTE risk monitoring and outcome control system of claim 9,
if the VTE processing result data information is VTE implementation processing result data information, the VTE quality monitoring end is specifically configured to determine whether a VTE implementation processing result score corresponding to the VTE implementation processing result data information is less than or equal to a VTE implementation processing result standard threshold preset in the VTE processing result standard grade;
if so, the feedback information of the VTE processing result is information which indicates that risk assessment is not recommended to the second characteristic information;
otherwise, the feedback information of the VTE processing result is information representing that risk assessment is suggested to be carried out on the second characteristic information.
CN202010939295.4A 2020-09-09 2020-09-09 VTE risk monitoring and result quality control system Active CN114242239B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202010939295.4A CN114242239B (en) 2020-09-09 2020-09-09 VTE risk monitoring and result quality control system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202010939295.4A CN114242239B (en) 2020-09-09 2020-09-09 VTE risk monitoring and result quality control system

Publications (2)

Publication Number Publication Date
CN114242239A true CN114242239A (en) 2022-03-25
CN114242239B CN114242239B (en) 2023-03-17

Family

ID=80742595

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202010939295.4A Active CN114242239B (en) 2020-09-09 2020-09-09 VTE risk monitoring and result quality control system

Country Status (1)

Country Link
CN (1) CN114242239B (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114974592A (en) * 2022-07-04 2022-08-30 中南大学湘雅医院 VTE prevention and treatment and early warning management system

Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20140180699A1 (en) * 2012-12-26 2014-06-26 Cerner Innovation, Inc. Advanced risk stratification for clinical decision support
US20170235895A1 (en) * 2016-02-17 2017-08-17 International Business Machines Corporation Cognitive Evaluation of Assessment Questions and Answers to Determine Patient Characteristics
CN108198624A (en) * 2017-12-22 2018-06-22 北京鑫丰南格科技股份有限公司 Atrial fibrillation management method and system
CN108498076A (en) * 2018-04-19 2018-09-07 金华市中心医院 Inpatient's venous thromboembolism safety management system and application
CN110111896A (en) * 2019-05-20 2019-08-09 卫宁健康科技集团股份有限公司 The recognition methods and system of medical-risk
CN110556186A (en) * 2019-09-17 2019-12-10 田红燕 Medical care interaction system for preventing and treating venous thromboembolism of inpatient
CN111210890A (en) * 2020-02-14 2020-05-29 成都木老仁康软件信息有限公司 Anticoagulation pharmacy monitoring management method based on clinical data
CN112447293A (en) * 2019-09-05 2021-03-05 姚远 VTE risk early warning system

Patent Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20140180699A1 (en) * 2012-12-26 2014-06-26 Cerner Innovation, Inc. Advanced risk stratification for clinical decision support
US20170235895A1 (en) * 2016-02-17 2017-08-17 International Business Machines Corporation Cognitive Evaluation of Assessment Questions and Answers to Determine Patient Characteristics
CN108198624A (en) * 2017-12-22 2018-06-22 北京鑫丰南格科技股份有限公司 Atrial fibrillation management method and system
CN108498076A (en) * 2018-04-19 2018-09-07 金华市中心医院 Inpatient's venous thromboembolism safety management system and application
CN110111896A (en) * 2019-05-20 2019-08-09 卫宁健康科技集团股份有限公司 The recognition methods and system of medical-risk
CN112447293A (en) * 2019-09-05 2021-03-05 姚远 VTE risk early warning system
CN110556186A (en) * 2019-09-17 2019-12-10 田红燕 Medical care interaction system for preventing and treating venous thromboembolism of inpatient
CN111210890A (en) * 2020-02-14 2020-05-29 成都木老仁康软件信息有限公司 Anticoagulation pharmacy monitoring management method based on clinical data

Non-Patent Citations (4)

* Cited by examiner, † Cited by third party
Title
宋晓琴等: "静脉血栓栓塞症风险评估与预警监控系统设计与实现", 《医学信息学杂志》 *
宋晓琴等: "静脉血栓栓塞症风险评估与预警监控系统设计与实现", 《医学信息学杂志》, no. 06, 25 June 2020 (2020-06-25), pages 70 - 74 *
王琦等: "医院静脉血栓栓塞症信息管理系统的研发与应用", 《中国医学装备》 *
王琦等: "医院静脉血栓栓塞症信息管理系统的研发与应用", 《中国医学装备》, no. 08, 15 August 2020 (2020-08-15), pages 135 - 139 *

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114974592A (en) * 2022-07-04 2022-08-30 中南大学湘雅医院 VTE prevention and treatment and early warning management system

Also Published As

Publication number Publication date
CN114242239B (en) 2023-03-17

Similar Documents

Publication Publication Date Title
US20210142915A1 (en) Clinical predictive analytics system
US11923094B2 (en) Monitoring predictive models
CN107430645B (en) System for laboratory value automated analysis and risk notification in intensive care units
JP2013513846A (en) Automatic annotation of medical data
CN107145715B (en) Clinical medicine intelligence discriminating gear based on electing algorithm
CN116779190B (en) Medical platform user follow-up management system and method based on Internet of things
CN110993096B (en) Sepsis early warning device, equipment and storage medium
JP2023527001A (en) Method and system for personalized risk score analysis
CN114242239B (en) VTE risk monitoring and result quality control system
CN107391901A (en) Establish the method and server of public ward conditions of patients assessment models
CN112259232B (en) VTE risk automatic evaluation system based on deep learning
CN112967803A (en) Early mortality prediction method and system for emergency patients based on integrated model
CN111292852A (en) Encephalitis and meningitis intelligent auxiliary diagnosis system based on random forest algorithm
CN110911011B (en) Sepsis early warning device, equipment and storage medium
CN111685742B (en) Evaluation system and method for treating cerebral apoplexy
EP3817005A1 (en) System for infection diagnosis
CN114664445A (en) Prediction system for cerebral apoplexy recurrence risk patient
CN114864086A (en) Disease prediction method based on lung function report template
CN114974592A (en) VTE prevention and treatment and early warning management system
CN115579147B (en) Sepsis recognition model training method, sepsis early warning method and sepsis early warning device
CN116487049B (en) Unplanned reentry event processing system based on decision analysis
JP2019504404A (en) Behavioral learning clinical support
CN115910374B (en) Hospital infectious disease aggregation time early warning method and medium
Hargreaves Healthcare Analytics: A Case Study Approach Using the Framingham Heart Study
US20230293136A1 (en) Lung sound analysis system

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant