WO2020113959A1

WO2020113959A1 - Medical institution dialysis level assessment method, apparatus and device, and storage medium

Info

Publication number: WO2020113959A1
Application number: PCT/CN2019/095828
Authority: WO
Inventors: 吴潇诚
Original assignee: 平安医疗健康管理股份有限公司
Priority date: 2018-12-04
Filing date: 2019-07-12
Publication date: 2020-06-11
Also published as: CN109637642A; CN109637642B

Abstract

A semantic recognition-based medical institution dialysis level assessment method, apparatus and device, and a storage medium. The method comprises: receiving a dialysis effect feedback instruction triggered by a dialysis patient, obtaining, according to the dialysis effect feedback instruction, dialysis data, information of a medical institution, and a dialysis sufficiency evaluation report from a dialysis data management server, and displaying the dialysis data and the dialysis sufficiency evaluation report on a user interface; receiving dialysis effect evaluation information made by the dialysis patient; extracting at least one keyword from the dialysis effect evaluation information; determining, in the dialysis data, dialysis data content corresponding to each keyword; and sending each keyword, said dialysis data content, the information of the medical institution, and the dialysis sufficiency assessment report to a medical institution assessment server.

Description

Evaluation method, device, equipment and storage medium for dialysis level of medical institutions The

This application requires the priority of the Chinese patent application submitted to the Chinese Patent Office on December 4, 2018, with the application number 201811476994.9 and the invention titled "Medical Institution Dialysis Level Assessment Methods, Devices, Equipment, and Storage Media", all of its contents Incorporated by reference in the application.

Technical field

This application relates to the field of information processing technology, in particular to a method, device, equipment and storage medium for assessing the dialysis level of medical institutions.

Background technique

Kidney transplantation is the most effective treatment for patients with end-stage renal disease. However, due to the high cost of transplantation and the shortage of kidney sources, more and more patients are more inclined to use dialysis therapy, such as peritoneal dialysis and hemodialysis.

In order to enable patients to enjoy more formal and reasonable treatment, the relevant departments will regularly assess the dialysis level of medical institutions, in order to adjust the level of medical institutions according to the assessment results, and give medical institutions preferential policies to ensure that patients can Enjoy better medical services. For example, by sending investigators to medical institutions, the relevant departments investigate the medical equipment of the medical institutions, the service level of medical staff, the recorded dialysis data of each patient, and the dialysis adequacy assessment report made on the dialysis data. Some dialysis patients were randomly selected for follow-up visits, and then the dialysis level of the medical institutions was evaluated based on the assessment data collected by the medical institutions and the evaluation information of the treatment effect feedback from the patients.

However, at present, patients cannot know the dialysis data generated in various aspects of the dialysis process. In order to increase revenue, some medical institutions often falsify the dialysis adequacy assessment report, and patients cannot verify the dialysis adequacy assessment report given by the medical institution. Credibility, so the feedback of the evaluation information of the treatment effect is often not referenced, and it is impossible to assist the relevant departments to assess the dialysis level of medical institutions, and make assessment results that can truly reflect the dialysis level of medical institutions.

Therefore, there is an urgent need to provide an assessment method that can truly reflect the dialysis level of medical institutions.

Summary of the invention

The main purpose of this application is to provide a method, device, equipment and storage medium for the assessment of the dialysis level of medical institutions, aiming to solve the problem that patients in the prior art cannot assist relevant departments to assess the dialysis level of medical institutions and make a true reflection of medical treatment The technical problems of the assessment results of the institution's dialysis level.

In order to achieve the above purpose, this application provides a method for assessing the dialysis level of a medical institution. The method includes the following steps:

Receiving the dialysis effect feedback instruction triggered by the dialysis patient, obtaining dialysis data from the dialysis data management server, information of the medical institution providing the dialysis data and the dialysis adequacy assessment report made by the medical institution according to the dialysis effect feedback instruction, in The user interface displays the dialysis data and the dialysis adequacy assessment report;

Receiving the dialysis effect evaluation information made by the dialysis patient according to the dialysis data and the dialysis sufficiency assessment report displayed in the user interface;

Extract at least one keyword from the dialysis effect evaluation information based on the keyword extraction method;

Determine the content of dialysis data corresponding to each keyword in the dialysis data according to a preset mapping relationship table, and the mapping relationship table is the correspondence between each keyword and each dialysis data content;

Send each keyword, the content of dialysis data corresponding to each keyword, the information of the medical institution and the dialysis adequacy assessment report to the medical institution assessment server as the medical institution assessment server to assess the dialysis level of the medical institution Reference standards.

In addition, in order to achieve the above purpose, the present application also proposes a dialysis level assessment device for medical institutions, the device includes:

The display module is used to receive a dialysis effect feedback instruction triggered by a dialysis patient, obtain dialysis data from the dialysis data management server according to the dialysis effect feedback instruction, information of the medical institution providing the dialysis data, and sufficient dialysis made by the medical institution Sexual evaluation report, displaying the dialysis data and the dialysis sufficiency evaluation report on the user interface;

A receiving module, configured to receive the dialysis effect evaluation information made by the dialysis patient according to the dialysis data and the dialysis sufficiency assessment report displayed in the user interface;

An extraction module for extracting at least one keyword from the dialysis effect evaluation information based on a keyword extraction method;

A determining module, configured to determine the content of dialysis data corresponding to each keyword in the dialysis data according to a preset mapping relationship table, and the mapping relationship table is a correspondence between each keyword and each dialysis data content;

The sending module is used to send each keyword, the content of the dialysis data corresponding to each keyword, the information of the medical institution and the dialysis adequacy assessment report to the medical institution assessment server as the medical institution assessment server for medical assessment Reference standards for institutional dialysis treatment levels.

In addition, in order to achieve the above object, the present application also proposes a dialysis level assessment device for medical institutions, the device includes: a memory, a processor, and a medical institution dialysis stored on the memory and operable on the processor A level assessment procedure, the dialysis level assessment procedure of the medical institution is configured to implement the steps of the dialysis level assessment method of the medical institution as described above.

In addition, in order to achieve the above object, the present application also proposes a storage medium on which is stored a medical institution dialysis level assessment program, which is implemented as described above when executed by the processor The steps of the assessment method of the dialysis level of medical institutions.

The dialysis level assessment method, device, equipment and storage medium of the medical institution of this embodiment display the current dialysis patient's dialysis data, information of the medical institution providing the dialysis data and the medical treatment through the user interface of the terminal device used by the dialysis patient The dialysis adequacy assessment report made by the institution for dialysis patients enables the dialysis patients to determine the authenticity of the dialysis adequacy assessment report made by the medical institution, thereby combining their own dialysis data generated during the dialysis process with the dialysis adequacy made by the medical institution Evaluation report, make a dialysis effect evaluation with reference value.

BRIEF DESCRIPTION

FIG. 1 is a schematic structural diagram of a dialysis level assessment device of a medical institution in a hardware operating environment according to an embodiment of the present application;

2 is a schematic flow chart of a first embodiment of a method for assessing the dialysis level of a medical institution applying for;

FIG. 3 is a schematic flowchart of a second embodiment of a method for evaluating the dialysis level of a medical institution applying for;

FIG. 4 is a structural block diagram of a first embodiment of a dialysis level assessment device of a medical institution of the present application.

The implementation, functional characteristics and advantages of the present application will be further described in conjunction with the embodiments and with reference to the drawings.

detailed description

It should be understood that the specific embodiments described herein are only used to explain the present application, and are not used to limit the present application.

Referring to FIG. 1, FIG. 1 is a schematic structural diagram of a dialysis level assessment device of a medical institution in a hardware operating environment according to an embodiment of the present application.

As shown in FIG. 1, the dialysis level assessment equipment of the medical institution may include: a processor 1001, such as a central processor (Central Processing Unit, CPU), communication bus 1002, user interface 1003, network interface 1004, memory 1005. Among them, the communication bus 1002 is used to implement connection communication between these components. The user interface 1003 may include a display (Display), an input unit such as a keyboard (Keyboard), and the optional user interface 1003 may also include a standard wired interface and a wireless interface. The network interface 1004 may optionally include a standard wired interface and a wireless interface (such as a wireless fidelity (WIreless-FIdelity, WI-FI) interface). The memory 1005 may be a high-speed random access memory (Random Access Memory (RAM) memory can also be a stable non-volatile memory (Non-Volatile Memory, NVM), such as disk storage. The memory 1005 may optionally be a storage device independent of the foregoing processor 1001.

Those skilled in the art can understand that the structure shown in FIG. 1 does not constitute a limitation on the dialysis level assessment equipment of the medical institution, and may include more or less components than the illustration, or a combination of certain components, or different Parts layout.

As shown in FIG. 1, the memory 1005 as a storage medium may include an operating system, a data storage module, a network communication module, a user interface module, and a medical institution dialysis level assessment program.

In the dialysis level assessment equipment for medical institutions shown in FIG. 1, the network interface 1004 is mainly used for data communication with a network server; the user interface 1003 is mainly used for data interaction with users; in the dialysis level assessment equipment for medical institutions of the present application The processor 1001 and the memory 1005 may be provided in a dialysis level assessment device of a medical institution that calls the medical institution dialysis level assessment program stored in the memory 1005 through the processor 1001 and executes the application The method for assessing the dialysis level of medical institutions provided in the embodiments.

An embodiment of the present application provides a method for assessing the dialysis level of a medical institution. Referring to FIG. 2, FIG. 2 is a schematic flowchart of a first embodiment of a method for assessing the dialysis level of a medical institution.

In this embodiment, the assessment method of the dialysis level of the medical institution includes the following steps:

Step S10: Receive a dialysis effect feedback instruction triggered by the dialysis patient, obtain dialysis data from the dialysis data management server, information of the medical institution providing the dialysis data, and the dialysis adequacy assessment made by the medical institution according to the dialysis effect feedback instruction The report displays the dialysis data and the dialysis adequacy assessment report on the user interface.

Specifically, the execution subject in this embodiment is a user's terminal device, such as a smart phone, a tablet computer, a personal computer, and any other terminal device that can access the network, which is not listed here one by one, nor is there any restriction on this .

In addition, the dialysis data obtained from the dialysis data management server according to the dialysis effect feedback instruction, the information of the medical institution providing the dialysis data, and the dialysis adequacy assessment report made by the medical institution are displayed on the user interface. The dialysis data and the dialysis sufficiency assessment report can be implemented in the following ways:

(1) Extract the identity information of the dialysis patient from the dialysis effect feedback instruction.

Specifically, the dialysis effect feedback instruction in this embodiment may specifically be an http format request, or a Json format request, or other agreed request format. A field in the instruction carries the identity information of the patient undergoing dialysis treatment, such as name, age, gender, ID number, dialysis category (such as hemodialysis, peritoneal dialysis, colon dialysis or other types of dialysis), etc., specific The settings are reasonable according to the needs, and there is no restriction here.

In addition, it should be understood that the above information carried in the dialysis effect feedback instruction may be specifically entered by the dialysis patient when registering the App, and then directly obtained when the above button is triggered, or may be obtained by each feedback For dialysis patients to enter according to their needs, specific implementation methods are not limited here.

(2) Send a data delivery request carrying the identity information to the dialysis data management server, so that the dialysis data management server determines a storage block for storing dialysis data of the dialysis patient according to the identity information, The dialysis data stored in the storage block, the information of the medical institution providing the dialysis data, and the dialysis adequacy assessment report made by the medical institution are delivered to the terminal device.

(3) Receive the dialysis data, information of the medical institution, and the dialysis adequacy assessment report delivered by the dialysis data management server, and display the dialysis data and the dialysis adequacy assessment report on the user interface.

Specifically, the dialysis data obtained from the dialysis data management server according to the dialysis effect feedback instruction is the historical dialysis data of the dialysis patient, such as a certain time, or all, which can be obtained according to the time node set by the dialysis patient.

In addition, if the dialysis type carried in the dialysis effect feedback instruction is hemodialysis, the obtained dialysis data is various data generated during the hemodialysis process; if the dialysis effect carried in the dialysis effect feedback instruction is peritoneal dialysis, the obtained dialysis The data are various data generated during the peritoneal dialysis.

Further, in order to better improve the user experience, the dialysis patients can set the specific dialysis data to be obtained, or they can view the records based on the history of the dialysis patients, and recommend the dialysis patients to display the dialysis data with high attention of the dialysis patients, such as hemodialysis. Urea production rate, time average concentration of urea, urea clearance index, treatment effect, etc., such as data that have a greater impact on the dialysis adequacy assessment report.

In other words, in a specific implementation, in order to meet the above requirements of the dialysis patient, the data distribution request may also carry dialysis data screening rules, so that the dialysis data management server screens out from the storage block The dialysis data that meets the dialysis screening rules, that is, the dialysis data that the dialysis patient needs to obtain.

Correspondingly, displayed on the user interface are the dialysis data that meets the dialysis screening rules and the dialysis adequacy assessment report.

In addition, in practical applications, there is often more than one dialysis data that meets the screening rules. Therefore, when displaying the dialysis data that meets the dialysis screening rules in the user interface, the following methods can be specifically followed:

For example, first calculate the weight value of each dialysis data that meets the dialysis screening rules according to the preset weight distribution standard; then, according to the height of each weight value and the preset display rules, each of the dialysis data that meets the dialysis screening rules The dialysis data is displayed on the user interface according to the weight value.

Further, when displaying the dialysis data that meets the dialysis screening rules on the user interface, it can also be displayed according to the preset display rules. For example, to facilitate the viewing of dialysis patients, it can bring more intuitive visual effects to dialysis patients. The obtained dialysis data conforming to the dialysis screening rule is displayed according to a preset image, such as a graphic table in various styles.

In addition, it should be understood that the response mentioned above may be that the dialysis patient clicks the application (Application, App) installed on the terminal device to view the dialysis data and evaluate the dialysis level of the medical institution based on the dialysis data A key set in (the function key can be a virtual function key displayed in the App interface, or it can be a mechanical key of the device itself).

The terminal device may be a smart mobile device such as a smart phone, tablet computer, personal computer, etc. used by the dialysis patient, which can intervene in the Internet, and it is not listed here one by one, nor is there any restriction on this.

The dialysis data management server may be a server for storing dialysis data of various chronic kidney disease dialysis patients in the country, such as a physical server or a virtual cloud server.

Here, a virtual cloud server that has a large amount of data storage and does not occupy actual physical space is preferred.

Step S20: Receive dialysis effect evaluation information made by the dialysis patient according to the dialysis data and the dialysis sufficiency evaluation report displayed in the user interface.

Specifically, due to the dialysis sufficiency assessment report, it may be the dialysis sufficiency assessment report made by the medical staff of the medical institution based on the real dialysis data of the dialysis patient, which can reflect the authenticity of the current dialysis treatment effect of the dialysis patient, such as urea productivity and urea clearance After dialysis, the rate has reached a normal level, serum protein has reached the minimum standard, and the stage of chronic kidney disease is reduced.

It may also be to increase the profitability of medical institutions, deliberately exaggerate the treatment effect, and recommend dialysis sufficiency evaluation reports for high-dialysis patients.

Therefore, in this embodiment, by displaying the real dialysis data of the dialysis patient together with the dialysis sufficiency assessment report made by the medical institution on the user interface for reference by the user, it is convenient for the user to judge the dialysis sufficiency assessment report made by the medical institution Authenticity, and then make appropriate dialysis effect evaluation information.

For example, the dialysis effect evaluation information made by dialysis patients can be: through several dialysis sessions, the condition is better controlled, and the number of medications and dialysis sessions is gradually reduced, and medical institutions provide good services.

It may also be that the effect of dialysis is not ideal, dialysis for a long time, but the condition has not been controlled, but the medical institution has not adjusted the dialysis program.

Step S30: Based on the keyword extraction method, extract at least one keyword from the dialysis effect evaluation information.

Specifically, in this embodiment, the operation of extracting at least one keyword from the dialysis effect evaluation information based on the keyword extraction method may be specifically implemented in the following manner:

(1) Perform text preprocessing on the dialysis effect evaluation information.

Specifically, when acquiring keywords from the dialysis effect evaluation information, in order to improve the effectiveness of the acquired keywords, it is necessary to pre-process the dialysis effect evaluation information.

For example, to stop words is to remove words that have no practical meaning, such as: ah, ah, ah, etc., contained in the dialysis effect evaluation information.

Another example is to remove invalid special characters, such as emojis and various punctuation marks.

Another example is to convert the numbers in the dialysis effect evaluation information into Chinese characters or corresponding English, such as converting Arabic numerals 1, 2, 3 into Chinese characters one, two, three, or one, two, three, etc.

For example, after performing the above-mentioned processing operations, the text content is merged into one line.

(2) Divide the word formation of the dialysis effect evaluation information after the pretreatment to obtain multiple words

After the above pretreatment operation is performed on the dialysis effect evaluation information, the word formation is divided into the dialysis effect evaluation information after the pretreatment operation, that is, the word formation component is divided, so as to realize the effective combination of words in the dialysis effect evaluation information, Split.

Regarding the word formation division operation, specific reference factors such as the part of speech of a single Chinese character or English word, the number of occurrences, and the position of occurrence (for example, whether it appears at the beginning, middle, short tail, or at the title of the paragraph) and other reference factors To divide.

Further, in this embodiment, a Chinese lexical analysis system (Institute of Computing Technology Chinese Lexical Analysis System, ICTCLAS) tag the parts of speech of each Chinese character, and use the coreNLP English part of speech tagging tool provided by Stanford University to tag the parts of speech of each English word, so as to ensure that the word formation is more reasonable and accurate according to the part of speech of Chinese characters or English words.

(3) According to the semantic dictionary, calculate the semantic similarity between any two words.

It should be noted that the word meaning dictionary selected in this embodiment is mainly relatively mature at present, and uses a relatively extensive HowNet dictionary, English dictionary (wordne), and synonym word forest.

Since the application of various semantic dictionaries is already common knowledge in the art, those skilled in the art can calculate the semantic similarity between any two words according to the manuals of the semantic dictionaries, so they are not repeated here.

(4) According to the semantic similarity of each word, calculate the intermediary degree of each word.

Specifically, because the intermediary degree is obtained by abstracting the acquaintance matrix into an image and then calculating the image based on the abstraction, in the specific implementation, when calculating the intermediary degree of each word based on the semantic similarity of each word, it is necessary First construct a semantic similarity matrix, and then abstract the obtained semantic similarity matrix to obtain a word distribution map representing the connection relationship between any two words, and then calculate according to the obtained word distribution map to obtain the intermediary of each word degree.

For ease of understanding, the following provides a specific implementation method for calculating the intermediary degree of each word using the shortest path algorithm, which is roughly as follows:

First, according to the semantic similarity of each word, construct a semantic similarity matrix.

Then, abstract processing is performed on the semantic similarity matrix to obtain a word distribution map, and the word distribution map is a connection relationship graph between any two words.

Specifically, the abstraction here is to set all the similarities in the semantic similarity matrix greater than 0.5 to 1, and all the similarities less than 0.5 to 0, so that the semantic similarity matrix can be abstracted into a A part-of-speech distribution graph consisting only of vertices (words) and edges (paths between points).

Next, the shortest path algorithm is used to calculate the shortest path between any two words.

Specifically, in order to facilitate calculation, the Dijkstra algorithm (Dijkstra algorithm) is preferred in this embodiment to calculate the shortest path between any two words.

Since the use of the Dijkstra algorithm is relatively mature, those skilled in the art can implement it by searching for relevant materials, which will not be repeated here.

Finally, according to the frequency of each shortest path passing through each word, the intermediary degree of each word is determined.

Specifically, because the intermediary degree of each word is related to the frequency of each shortest path passing through each word, that is, the higher the frequency, the greater the intermediary degree, the higher the importance of the word, so by passing the shortest path through each word Frequency, determine the intermediary degree of each word, while ensuring the accuracy of the intermediary degree of each word, it can also be easily calculated.

(5) According to the preset weight value calculation rules, calculate the semantic weight value, intermediary weight value, part-of-speech weight value, word frequency weight value and word length weight value of each word.

Specifically, the weight value calculation rule mentioned here is mainly used to store the weight ratio of the above weight value calculation items and the preset score of each item.

(6) According to the semantic weight value, intermediary weight value, part-of-speech weight value, word frequency weight value and word length weight value of each word, determine the total score of each word.

(7) Select the word with the highest score as the keyword in the dialysis effect evaluation information.

It should be noted that the above is only a specific implementation method for extracting at least one keyword from the dialysis effect evaluation information based on a keyword extraction method, which does not constitute any limitation to the technical solution of the present application. In the implementation, those skilled in the art can set as needed, such as keyword extraction algorithm based on statistical features, keyword extraction algorithm based on word graph model, keyword extraction algorithm based on topic model, etc. The keywords are extracted from the dialysis effect evaluation information, and they are not listed here one by one, nor are there any restrictions on this.

In addition, with regard to the implementation of various keyword extraction algorithms, those skilled in the art can implement it by searching for relevant materials, which will not be repeated here.

Step S40: Determine the content of dialysis data corresponding to each keyword in the dialysis data according to a preset mapping relationship table.

Specifically, the mapping relationship table described in this embodiment stores the correspondence between each keyword and each dialysis data content.

For ease of understanding, the following examples illustrate:

For example, if the dialysis effect evaluation information fed back by the dialysis patient is that the urea clearance index is not ideal, the extracted keywords may be "urea clearance index" and "unsatisfactory". The content of dialysis data required for the index.

It should be noted that this mapping relationship can be specifically based on the massive data stored on the big data server to carry out relevant keyword extraction training, and then with the current various types of dialysis treatment needs to involve the inspection items, dialysis adequacy assessment institute Correspondences need to be established by parameters and evaluation parameters of complication control.

Step S50: Send each keyword, the content of the dialysis data corresponding to each keyword, the information of the medical institution and the dialysis adequacy assessment report to the medical institution assessment server as the medical institution assessment server to assess the medical treatment Reference standards for institutional dialysis levels.

Specifically, the medical institution assessment server mentioned in this embodiment may be a third-party server for assessing the dialysis level of each medical institution supervised by relevant government departments and trusted third parties. The server can better adjust the level of medical institutions based on the above reference standards when evaluating medical institutions, and recommend medical institutions with better treatment effect and better service quality for dialysis patients for treatment.

At the same time, through the above assessment methods, the assessment results obtained can more truly reflect the dialysis level of medical institutions, which can enable government departments to reasonably allocate preferential policies to medical institutions based on the assessment results, to avoid excessive replenishment, unqualified medical institutions occupy government allocations Medical insurance fund.

This embodiment displays the dialysis data of the dialysis patient, the information of the medical institution providing the dialysis data, and the dialysis adequacy assessment report made by the medical institution for the dialysis patient on the user interface of the terminal device used by the dialysis patient, so that the dialysis patient It can determine the authenticity of the dialysis adequacy assessment report made by the medical institution, and combine it with the dialysis data generated during the dialysis process and the dialysis adequacy assessment report made by the medical institution to make a dialysis effect evaluation with reference value.

Referring to FIG. 3, FIG. 3 is a schematic flowchart of a second embodiment of a dialysis level assessment method for a medical institution of the present application.

Based on the above first embodiment, before the dialysis data and the dialysis sufficiency assessment report are displayed on the user interface of the medical institution dialysis level assessment method of this embodiment, the dialysis sufficiency assessment needs to be based on the dialysis data and the preset dialysis sufficiency assessment Standard, analyze the dialysis sufficiency assessment report to obtain the analysis result of the dialysis sufficiency assessment report, and then display the dialysis data and the dialysis sufficiency assessment report on the user interface. The analysis results of the dialysis adequacy assessment report are displayed together.

For ease of description, in this embodiment, step S10 is replaced with step S10', and step S10' is refined into three sub-steps, as shown in FIG. 3 for details.

In step S101, receiving a dialysis effect feedback instruction triggered by a dialysis patient, obtaining dialysis data from the dialysis data management server, information of the medical institution providing the dialysis data, and sufficient dialysis made by the medical institution according to the dialysis effect feedback instruction Evaluation report.

In step S102, the dialysis sufficiency evaluation report is analyzed according to the dialysis data and the preset dialysis sufficiency evaluation standard to obtain the analysis result of the dialysis sufficiency evaluation report.

Specifically, the dialysis sufficiency assessment criteria can be specifically formulated by the assessment server of the medical institution, or it can be a trusted third party, such as the social health insurance management department, which will not be listed here, nor will it be done. limit.

In addition, the operation performed in the above step S102 may be specifically as follows:

For example, a reference report of dialysis adequacy assessment may be generated based on the dialysis data and the preset dialysis adequacy assessment criteria.

Then, keep the obtained dialysis adequacy assessment reference report and the dialysis adequacy assessment made by the medical institution for feature comparison, and mark any abnormalities or mismatches.

Then, you can also use the health data of various indicators and various indicators, and then determine whether the dialysis adequacy assessment report given by the medical institution is reasonable and correct.

It should be noted that the above is only an example, and does not constitute any limitation to the technical solution of the present application. In a specific implementation, a person skilled in the art may set it as needed, without limitation here.

In step S103, the dialysis data, the dialysis adequacy evaluation report, and the analysis result are displayed on the user interface.

In this embodiment, the analysis result of the dialysis adequacy assessment report is displayed on the user interface together with the dialysis data and the dialysis adequacy assessment report for dialysis patients to view, so that dialysis patients without professional medical knowledge You can also clearly know whether the dialysis adequacy assessment report made by the medical institution is true and effective, thereby helping the dialysis patient to make a reasonable evaluation of the dialysis effect for the medical institution that provides dialysis services to reflect the dialysis level of the medical institution.

In addition, by giving the analysis results of the patient's current dialysis adequacy assessment report, it can help the dialysis patients to better understand their current physical condition, so as to timely select medical institutions with higher dialysis levels and better medical services for treatment.

It should be noted that, those of ordinary skill in the art may understand that all or part of the steps to implement the above embodiments may be completed by hardware, or may be completed by a program instructing related hardware. The program may be stored in a computer-readable In the storage medium, the above-mentioned storage medium may be a non-volatile storage medium, such as a read-only memory, a magnetic disk, or an optical disk.

Referring to FIG. 4, FIG. 4 is a structural block diagram of a first embodiment of a dialysis level assessment device of a medical institution of the present application.

As shown in FIG. 4, the assessment device for the dialysis level of medical institutions provided in the embodiments of the present application includes: a display module 4001, a receiving module 4002, an extraction module 4003, a determination module 4004, and a sending module 4005.

Among them, the display module 4001 is used to receive a dialysis effect feedback instruction triggered by a dialysis patient, obtain dialysis data from the dialysis data management server according to the dialysis effect feedback instruction, information of the medical institution providing the dialysis data and the medical institution to make Dialysis sufficiency assessment report, displaying the dialysis data and the dialysis sufficiency assessment report on the user interface.

It should be understood that, in the specific implementation, in order to enable the display module 4001 to quickly and accurately obtain the above-mentioned data related to the dialysis patient from the dialysis data management server, the display module 4001 may be specifically refined into an identity information extraction submodule, data The request sending submodule and the dialysis information receiving submodule.

Specifically, an identity information extraction sub-module is used to extract the identity information of the dialysis patient from the dialysis effect feedback instruction; a data issuance request sending sub-module is used to send the dialysis data management server carrying the A request for data of identity information is issued, so that the dialysis data management server determines a storage block for storing dialysis data of the dialysis patient according to the identity information, and provides the dialysis data stored in the storage block with the The dialysis data information of the medical institution and the dialysis sufficiency assessment report made by the medical institution are delivered to the terminal device; the dialysis information receiving sub-module is used to receive the dialysis data management server issued by the dialysis data management server The dialysis data, the information of the medical institution, and the dialysis adequacy assessment report, and the dialysis data and the dialysis adequacy assessment report are displayed on a user interface.

Further, in a specific implementation, the data delivery request sent by the data delivery request sending submodule to the dialysis data management server may also carry dialysis data screening rules, so that the dialysis data management server In the storage block, dialysis data that meets the dialysis screening rule is selected.

Specifically, the dialysis data that meets the dialysis screening rules mentioned in this embodiment may specifically be dialysis data that dialysis patients pay more attention to, or dialysis data that has a greater impact on the dialysis adequacy assessment report, etc. The screening rules can be set by the dialysis patients according to their needs, or can be set by the system by default. There are no restrictions here.

Correspondingly, when the dialysis data screening rule is also carried in the data distribution request, the dialysis information received by the dialysis information receiving sub-module is specifically the dialysis data and the medical care that meet the dialysis data screening rule Information of the institution and the dialysis adequacy assessment report.

The receiving module 4002 is configured to receive the dialysis effect evaluation information made by the dialysis patient according to the dialysis data and the dialysis sufficiency assessment report displayed in the user interface.

The extraction module 4003 is configured to extract at least one keyword from the dialysis effect evaluation information based on a keyword extraction method.

Specifically, in practical applications, when the extraction module 4003 extracts at least one keyword from the dialysis effect evaluation information based on the keyword extraction method, its workflow can be roughly achieved through the following steps:

(1) Perform text preprocessing on the dialysis effect evaluation information;

(2) Divide the word formation of the pre-processed dialysis effect evaluation information to obtain multiple words;

(3) According to the semantic dictionary, calculate the semantic similarity between any two words;

(4) Calculate the intermediary degree of each word according to the semantic similarity of each word;

(5) According to the preset weight value calculation rules, calculate the semantic weight value, intermediate weight value, part-of-speech weight value, word frequency weight value and word length weight value of each word;

(6) According to the semantic weight value, intermediary weight value, part-of-speech weight value, word frequency weight value and word length weight value of each word, determine the total score of each word;

In addition, it is worth mentioning that in specific implementations, the intermediary degree of words is usually calculated based on the connection diagram between any two words, and the connection diagram between any two words needs to be semantically similar. The degree matrix is abstracted out. Therefore, in order to calculate the intermediary degree of each word, it is necessary to construct a semantic similarity matrix according to the semantic similarity of each word, and then abstract the semantic similarity matrix to obtain a word distribution map ( The connection diagram between any two words), and using the shortest path algorithm to calculate the shortest path between any two words, and finally determine the intermediary degree of each word according to the frequency of each shortest path passing through each word.

It should be noted that the above is only a specific implementation method for extracting at least one keyword from the dialysis effect evaluation information based on a keyword extraction method, which does not constitute any limitation to the technical solution of the present application. In the implementation, a person skilled in the art may set it as needed, and no limitation is made here.

The determining module 4004 is configured to determine the content of dialysis data corresponding to each keyword in the dialysis data according to a preset mapping relationship table.

It should be noted that the mapping relationship table mentioned in this example is the correspondence between each keyword and each dialysis data content.

The sending module 4005 is used to send each keyword, the content of dialysis data corresponding to each keyword, the information of the medical institution and the dialysis adequacy assessment report to the medical institution assessment server as the assessment of the medical institution assessment server Reference standards for the level of dialysis treatment in medical institutions.

Based on the above-mentioned first embodiment of the dialysis level assessment device of the medical institution, a second embodiment of the medical institution dialysis level assessment device of the present application is proposed.

In this embodiment, the dialysis level assessment device of the medical institution further includes an analysis module. The analysis module is configured to analyze the dialysis adequacy evaluation report according to the dialysis data and the preset dialysis adequacy evaluation standard to obtain the analysis result of the dialysis adequacy evaluation report.

Correspondingly, when displaying the dialysis data and the dialysis adequacy assessment report on the user interface, it is also necessary to display the obtained analysis results together, so as to help the dialysis patient to better understand his physical condition, and then to select the dialysis level in time The medical institutions with high and better medical services carry out treatment.

In addition, it should be noted that in this article, the terms "include", "include" or any other variant thereof are intended to cover non-exclusive inclusion, so that a process, method, article or system that includes a series of elements includes not only those Elements, but also include other elements that are not explicitly listed, or include elements inherent to this process, method, article, or system. Without more restrictions, the element defined by the sentence "include one..." does not exclude that there are other identical elements in the process, method, article or system that includes the element.

The sequence numbers of the above embodiments of the present application are for description only, and do not represent the advantages and disadvantages of the embodiments.

Through the description of the above embodiments, those skilled in the art can clearly understand the above The method of the embodiment can be implemented by means of software plus the necessary general hardware platform, and of course it can also be implemented by hardware, but in many cases the former is the better implementation. Based on this understanding, the The technical solution essentially or part of the contribution to the existing technology can be embodied in the form of a software product, which is stored in a storage medium (such as read-only memory (Read Only) Memory, ROM)/RAM, disk, optical Disk), including several instructions to enable a terminal device (which may be a mobile phone, computer, server, or network device, etc.) to perform the methods described in the embodiments of the present application.

The above are only the preferred embodiments of the present application, and do not limit the patent scope of the present application. Any equivalent structure or equivalent process transformation made by using the description and drawings of this application, or directly or indirectly used in other related technical fields , The same reason is included in the scope of patent protection in this application.

Claims

A method for assessing the dialysis level of a medical institution, characterized in that the method includes the following steps:

Receiving the dialysis effect feedback instruction triggered by the dialysis patient, obtaining dialysis data from the dialysis data management server, information of the medical institution providing the dialysis data and the dialysis adequacy assessment report made by the medical institution according to the dialysis effect feedback instruction, in The user interface displays the dialysis data and the dialysis adequacy assessment report;

Receiving the dialysis effect evaluation information made by the dialysis patient according to the dialysis data and the dialysis sufficiency assessment report displayed in the user interface;

Extract at least one keyword from the dialysis effect evaluation information based on the keyword extraction method;

Determine the content of dialysis data corresponding to each keyword in the dialysis data according to a preset mapping relationship table, and the mapping relationship table is the correspondence between each keyword and each dialysis data content;

Send each keyword, the content of dialysis data corresponding to each keyword, the information of the medical institution and the dialysis adequacy assessment report to the medical institution assessment server as the medical institution assessment server to assess the dialysis level of the medical institution Reference standards.
The method according to claim 1, wherein before the step of displaying the dialysis data and the dialysis sufficiency assessment report on the user interface, the method further comprises:

Analyze the dialysis adequacy evaluation report according to the dialysis data and the preset dialysis adequacy evaluation standard, and obtain the analysis result of the dialysis adequacy evaluation report;

Wherein, the step of displaying the dialysis data and the dialysis sufficiency assessment report on the user interface includes:

The user interface displays the dialysis data, the dialysis adequacy assessment report, and the analysis results.
The method according to claim 1, wherein the dialysis data is obtained from the dialysis data management server according to the dialysis effect feedback instruction, the information of the medical institution providing the dialysis data, and the dialysis made by the medical institution is sufficient Sexuality assessment report, displaying the dialysis data and the dialysis sufficiency assessment report on the user interface, including:

Extract the identity information of the dialysis patient from the dialysis effect feedback instruction;

Sending a data distribution request carrying the identity information to the dialysis data management server, so that the dialysis data management server determines a storage block for storing dialysis data of the dialysis patient according to the identity information, and Dialysis data stored in the storage block, information of the medical institution providing the dialysis data, and the dialysis adequacy assessment report made by the medical institution are issued to the terminal device;

Receiving the dialysis data, the information of the medical institution, and the dialysis adequacy assessment report issued by the dialysis data management server, and displaying the dialysis data and the dialysis adequacy assessment report on a user interface.
The method according to claim 3, wherein the data distribution request further carries a dialysis data screening rule, so that the dialysis data management server selects from the storage block to meet the dialysis screening Regular dialysis data;

The step of receiving the dialysis data, the information of the medical institution and the dialysis adequacy assessment report issued by the dialysis data management server, and displaying the dialysis data and the dialysis adequacy assessment report on a user interface ,include:

Receiving the dialysis data conforming to the dialysis screening rule, the information of the medical institution, and the dialysis adequacy assessment report issued by the dialysis data management server, and displaying the dialysis data conforming to the dialysis screening rule on the user interface Dialysis data and the dialysis adequacy assessment report.
The method according to claim 4, wherein the step of displaying the dialysis data conforming to the dialysis screening rule on the user interface includes:

Calculate the weight value of each dialysis data that meets the dialysis screening rules according to the preset weight distribution standard;

According to the height of each weight value and the preset display rule, each dialysis data that meets the dialysis screening rule is displayed on the user interface according to the weight value.
The method according to claim 1, wherein the step of extracting at least one keyword from the dialysis effect evaluation information based on a keyword extraction method includes:

Perform text preprocessing on the dialysis effect evaluation information;

Divide the word formation of the pre-processed dialysis effect evaluation information to obtain multiple words;

According to the semantic dictionary, calculate the semantic similarity between any two words;

According to the semantic similarity of each word, calculate the intermediary degree of each word;

According to the preset weight value calculation rules, calculate the semantic weight value, intermediate weight value, part-of-speech weight value, word frequency weight value and word length weight value of each word;

According to the semantic weight value, intermediary weight value, part-of-speech weight value, word frequency weight value and word length weight value of each word, determine the total score of each word;

The word with the highest score is selected as a keyword in the dialysis effect evaluation information.
The method of claim 6, wherein the step of calculating the intermediary degree of each word according to the semantic similarity of each word includes:

According to the semantic similarity of each word, construct a semantic similarity matrix;

Performing abstract processing on the semantic similarity matrix to obtain a word distribution map, where the word distribution map is a connection diagram between any two words;

Use the shortest path algorithm to calculate the shortest path between any two words;

According to the frequency of each shortest path passing through each word, the intermediary degree of each word is determined.
A dialysis level assessment device for medical institutions, characterized in that the device includes:

The display module is used to receive a dialysis effect feedback instruction triggered by a dialysis patient, obtain dialysis data from the dialysis data management server according to the dialysis effect feedback instruction, information of the medical institution providing the dialysis data, and sufficient dialysis made by the medical institution Sexual evaluation report, displaying the dialysis data and the dialysis sufficiency evaluation report on the user interface;

A receiving module, configured to receive the dialysis effect evaluation information made by the dialysis patient according to the dialysis data and the dialysis sufficiency assessment report displayed in the user interface;

An extraction module for extracting at least one keyword from the dialysis effect evaluation information based on a keyword extraction method;

A determining module, configured to determine the content of dialysis data corresponding to each keyword in the dialysis data according to a preset mapping relationship table, and the mapping relationship table is a correspondence between each keyword and each dialysis data content;

The sending module is used to send each keyword, the content of the dialysis data corresponding to each keyword, the information of the medical institution and the dialysis adequacy assessment report to the medical institution assessment server as the medical institution assessment server for medical assessment Reference standards for institutional dialysis treatment levels.
A dialysis level assessment device for a medical institution, characterized in that the device includes: a memory, a processor, and a dialysis level assessment program for a medical institution that is stored on the memory and can run on the processor, The assessment procedure of the dialysis level of medical institutions is configured to achieve the following steps:

Receiving the dialysis effect feedback instruction triggered by the dialysis patient, obtaining dialysis data from the dialysis data management server, information of the medical institution providing the dialysis data and the dialysis adequacy assessment report made by the medical institution according to the dialysis effect feedback instruction, in The user interface displays the dialysis data and the dialysis adequacy assessment report;

Receiving the dialysis effect evaluation information made by the dialysis patient according to the dialysis data and the dialysis sufficiency assessment report displayed in the user interface;

Extract at least one keyword from the dialysis effect evaluation information based on the keyword extraction method;

Determine the content of dialysis data corresponding to each keyword in the dialysis data according to a preset mapping relationship table, and the mapping relationship table is the correspondence between each keyword and each dialysis data content;

Send each keyword, the content of dialysis data corresponding to each keyword, the information of the medical institution and the dialysis adequacy assessment report to the medical institution assessment server as the medical institution assessment server to assess the dialysis level of the medical institution Reference standards.
The dialysis level assessment device of a medical institution according to claim 9, wherein before the step of displaying the dialysis data and the dialysis adequacy assessment report on the user interface, the method further comprises:

Analyze the dialysis adequacy evaluation report according to the dialysis data and the preset dialysis adequacy evaluation standard, and obtain the analysis result of the dialysis adequacy evaluation report;

Wherein, the step of displaying the dialysis data and the dialysis sufficiency assessment report on the user interface includes:

The user interface displays the dialysis data, the dialysis adequacy assessment report, and the analysis results.
The dialysis level assessment device of a medical institution according to claim 9, wherein the dialysis data is acquired from the dialysis data management server according to the dialysis effect feedback instruction, the information of the medical institution providing the dialysis data, and the The dialysis adequacy assessment report made by the medical institution, the steps of displaying the dialysis data and the dialysis adequacy assessment report on the user interface include:

Extract the identity information of the dialysis patient from the dialysis effect feedback instruction;

Sending a data distribution request carrying the identity information to the dialysis data management server, so that the dialysis data management server determines a storage block for storing dialysis data of the dialysis patient according to the identity information, and Dialysis data stored in the storage block, information of the medical institution providing the dialysis data, and the dialysis adequacy assessment report made by the medical institution are issued to the terminal device;

Receiving the dialysis data, the information of the medical institution, and the dialysis adequacy assessment report issued by the dialysis data management server, and displaying the dialysis data and the dialysis adequacy assessment report on a user interface.
The dialysis level assessment device of a medical institution according to claim 11, wherein the data issuance request also carries a dialysis data screening rule to enable the dialysis data management server to screen from the storage block Dialysis data that meets the dialysis screening rules;

The step of receiving the dialysis data, the information of the medical institution and the dialysis adequacy assessment report issued by the dialysis data management server, and displaying the dialysis data and the dialysis adequacy assessment report on a user interface ,include:

Receiving the dialysis data conforming to the dialysis screening rule, the information of the medical institution, and the dialysis adequacy assessment report issued by the dialysis data management server, and displaying the dialysis data conforming to the dialysis screening rule on the user interface Dialysis data and the dialysis adequacy assessment report.
The dialysis level assessment device of a medical institution according to claim 12, wherein the step of displaying the dialysis data that meets the dialysis screening rules on the user interface includes:

Calculate the weight value of each dialysis data that meets the dialysis screening rules according to the preset weight distribution standard;

According to the height of each weight value and the preset display rule, each dialysis data that meets the dialysis screening rule is displayed on the user interface according to the weight value.
The dialysis level assessment device of a medical institution according to claim 9, wherein the step of extracting at least one keyword from the dialysis effect evaluation information based on the keyword extraction method includes:

Perform text preprocessing on the dialysis effect evaluation information;

Divide the word formation of the pre-processed dialysis effect evaluation information to obtain multiple words;

According to the semantic dictionary, calculate the semantic similarity between any two words;

According to the semantic similarity of each word, calculate the intermediary degree of each word;

According to the preset weight value calculation rules, calculate the semantic weight value, intermediate weight value, part-of-speech weight value, word frequency weight value and word length weight value of each word;

According to the semantic weight value, intermediary weight value, part-of-speech weight value, word frequency weight value and word length weight value of each word, determine the total score of each word;

The word with the highest score is selected as a keyword in the dialysis effect evaluation information.
The dialysis level assessment device of a medical institution according to claim 14, wherein the step of calculating the intermediary degree of each word according to the semantic similarity of each word includes:

According to the semantic similarity of each word, construct a semantic similarity matrix;

Performing abstract processing on the semantic similarity matrix to obtain a word distribution map, where the word distribution map is a connection diagram between any two words;

Use the shortest path algorithm to calculate the shortest path between any two words;

According to the frequency of each shortest path passing through each word, determine the intermediary degree of each word.
A storage medium is characterized in that the storage medium stores a dialysis level assessment program of a medical institution, and the dialysis level assessment program of the medical institution implements the following steps when executed by a processor:

Receiving the dialysis effect feedback instruction triggered by the dialysis patient, obtaining dialysis data from the dialysis data management server, information of the medical institution providing the dialysis data and the dialysis adequacy assessment report made by the medical institution according to the dialysis effect feedback instruction, in The user interface displays the dialysis data and the dialysis adequacy assessment report;

Receiving the dialysis effect evaluation information made by the dialysis patient according to the dialysis data and the dialysis sufficiency assessment report displayed in the user interface;

Extract at least one keyword from the dialysis effect evaluation information based on the keyword extraction method;

Determine the content of dialysis data corresponding to each keyword in the dialysis data according to a preset mapping relationship table, and the mapping relationship table is the correspondence between each keyword and each dialysis data content;

Send each keyword, the content of dialysis data corresponding to each keyword, the information of the medical institution and the dialysis adequacy assessment report to the medical institution assessment server as the medical institution assessment server to assess the dialysis level of the medical institution Reference standards.
The storage medium according to claim 16, wherein before the step of displaying the dialysis data and the dialysis adequacy assessment report in the user interface, the method further comprises:

Analyze the dialysis adequacy evaluation report according to the dialysis data and the preset dialysis adequacy evaluation standard, and obtain the analysis result of the dialysis adequacy evaluation report;

Wherein, the step of displaying the dialysis data and the dialysis sufficiency assessment report on the user interface includes:

The user interface displays the dialysis data, the dialysis adequacy assessment report, and the analysis results.
The storage medium according to claim 16, wherein the dialysis data is acquired from the dialysis data management server according to the dialysis effect feedback instruction, information of the medical institution providing the dialysis data, and dialysis made by the medical institution The sufficiency assessment report, displaying the dialysis data and the dialysis sufficiency assessment report on the user interface includes:

Extract the identity information of the dialysis patient from the dialysis effect feedback instruction;

Sending a data distribution request carrying the identity information to the dialysis data management server, so that the dialysis data management server determines a storage block for storing dialysis data of the dialysis patient according to the identity information, and Dialysis data stored in the storage block, information of the medical institution providing the dialysis data, and the dialysis adequacy assessment report made by the medical institution are issued to the terminal device;

Receiving the dialysis data, the information of the medical institution, and the dialysis adequacy assessment report issued by the dialysis data management server, and displaying the dialysis data and the dialysis adequacy assessment report on a user interface.
The storage medium according to claim 18, wherein the data distribution request further carries a dialysis data screening rule, so that the dialysis data management server selects from the storage block to match the dialysis Dialysis data for screening rules;

The step of receiving the dialysis data, the information of the medical institution and the dialysis adequacy assessment report issued by the dialysis data management server, and displaying the dialysis data and the dialysis adequacy assessment report on a user interface ,include:

Receiving the dialysis data conforming to the dialysis screening rule, the information of the medical institution, and the dialysis adequacy assessment report issued by the dialysis data management server, and displaying the dialysis data conforming to the dialysis screening rule on the user interface Dialysis data and the dialysis adequacy assessment report.
The storage medium according to claim 19, wherein the step of displaying the dialysis data that meets the dialysis screening rule on the user interface includes:

Calculate the weight value of each dialysis data that meets the dialysis screening rules according to the preset weight distribution standard;

According to the height of each weight value and the preset display rule, each dialysis data that meets the dialysis screening rule is displayed on the user interface according to the weight value. The