KR20220071346A - An apparatus for providing health information services based on symptom checker using the qury and symptom input interface - Google Patents

Abstract

A health care service providing device according to one embodiment of the present invention comprises: a data collection unit which collects user information, medical institution information, and external network information; a database unit which configures a personalized health care database by matching user information; a query interface configuration unit which configures a query interface including personalized medical examination information using the personalized health care database; a symptom information processing unit which generates a symptom input interface, provides the generated symptom input interface to a user terminal in conjunction with the query interface, and obtains symptom information by analyzing user input information; and a service providing unit which provides the symptom input interface and the query interface to the user terminal and provides health care service information including symptom examination-based disease occurrence probability information to the user terminal, based on the symptom information obtained by the symptom information processing unit. According to the present invention, it is possible to efficiently provide specific and accurate disease occurrence probability analysis and various health care services based on the same.

Description

Symptom examination-based health care service providing device using query and symptom input interface

The present invention relates to a service providing apparatus. More specifically, the present invention provides a health care service based on a symptom test that enables intuitive selection of symptom tests using a symptom input interface that can select visually displayed symptom items and a query interface using a questionnaire tree. It relates to a symptom test-based health care service providing apparatus using a query and symptom input interface for

As life expectancy increases, interest in health is also increasing. In accordance with this trend, recently, applications for providing health care services in various ways have been proposed.

In general, health management services monitor health information based on interest health information input by a user or disease information registered in a hospital system, or use sensors such as wearable devices, IoT devices, and smart phones to monitor blood pressure, body temperature, and heart rate. Graph information and health coaching guides according to basic biometric information sensing such as blood sugar and blood sugar are provided.

However, in the current user terminal-based health management service, there is a limitation in that it is not possible to continuously check whether the user's status change and specifically, symptoms of a certain disease appear.

That is, a simple health information service through a user terminal can provide information in a medically common sense to a certain extent to the user, but it is possible to provide a specific and accurate It is not possible to provide solutions or suggestions for hospital visits.

In addition, for reliable health management, various methods have been proposed to link existing health management services with medical information (eg, EMR, EHR, PHR, etc.) For this purpose only, the user terminal-based medical institution information service is still limited to the delivery of basic health information.

The present invention has been devised to solve the above problems, and in providing a service for managing a user's health management information, by providing a query tree-based symptom questionnaire and disease analysis process using a user interface of a user terminal, It is an object of the present invention to provide an apparatus for providing a symptom test-based health care service capable of providing an accurate disease occurrence probability analysis and various health care services based thereon, and an operating method thereof.

In addition, the present invention provides a query for providing health care services based on symptom tests that enable intuitive selection of symptom tests by using a symptom input interface that can select visually displayed symptom items and a query interface using a questionnaire tree. And an object of the present invention is to provide an apparatus and method for providing a symptom test-based health care service using a symptom input interface.

In order to solve the above problems, the method for providing health management service based on symptom examination using a query and symptom input interface according to an embodiment of the present invention for solving the above-described problems includes user information, questionnaire data, past symptom examination records, health examination records, and medical records. and matching at least one of the genomic analysis results to build a personalized health care database; analyzing disease information with a high incidence probability based on at least one of symptom input information, other user symptom search records, portal service disease search records, living environment onset information, and surrounding multiple disease information; constructing a personalized query interface based on the personalized query data and a symptom input interface using intuitive item selection at a time point when a preset cycle or active symptom test is required based on the disease information analysis result, and providing it to a user terminal; obtaining symptom information based on the user symptom input information corresponding to the query interface; an additional query step of determining a state in which an additional query is required in the symptom information acquisition step, and repeating the step of generating and transmitting the personalized query data to the user terminal when an additional query is required and repeating the symptom information acquisition step; providing a disease analysis result of user symptom information and a personalized health management information service to a user terminal when the additional query is completed; include

In addition, the symptom examination-based health management service providing apparatus using a query and symptom input interface according to an embodiment of the present invention for solving the above-described problems collects data for collecting user information, medical institution information, and external network information wealth; a database unit configured to configure a personalized health care database by matching user information; a query interface constructing unit that configures a general query interface including personalized questionnaire information and an active symptom examination query interface by artificial intelligence learning processing based on user information and external network information using the health care personalized database; In order to receive symptom information more conveniently and efficiently, a symptom input interface that enables intuitive selection of symptom items is created and provided to the user terminal in conjunction with the query interface, and the user input through the symptom input interface and the query interface a symptom information processing unit that analyzes input information to obtain symptom information; A service for providing the symptom input interface and the query interface to the user terminal, and providing health management service information including symptom test-based disease occurrence probability information to the user terminal based on the symptom information obtained from the symptom information processing unit including provision.

In addition, by using the disease analysis information of the processed symptom information, a self-content configuration unit that configures personalized self-content capable of alleviating disease, and provides the self-content to the user terminal through the service providing unit; further includes can do.

In addition, the genetic information of the user is obtained through the data collection unit, the genetic information such as the genetic vulnerability corresponding to the symptom information and the disease analysis information based on the genetic test information is obtained, and the genetic information provided to the user terminal through the service providing unit It may further include an information service unit.

On the other hand, the method according to an embodiment of the present invention according to an embodiment of the present invention for solving the above problems is implemented as a computer readable program for executing the method in a computer and a recording medium in which the program is recorded. can

According to an embodiment of the present invention, a personalized health care database is configured using user information collected from a user terminal, and a query interface including personalized questionnaire information is configured and provided using the personalized health care database, Based on the symptom information received from the user terminal in response to the query interface, health management service information including symptom test-based disease occurrence probability information may be provided.

Accordingly, according to an embodiment of the present invention, by providing a query tree-based symptom questionnaire and disease analysis process using the user interface of the user terminal, it is possible to smoothly provide specific and accurate disease occurrence probability analysis and various health management services based thereon. can

1 is a conceptual diagram schematically illustrating an entire system according to an embodiment of the present invention.
2 is a block diagram for explaining in more detail an apparatus for providing a service according to an embodiment of the present invention.
3 is a flowchart illustrating a method of operating a service providing apparatus according to an embodiment of the present invention.
4 is a flowchart illustrating a method of operating a service providing apparatus according to another embodiment of the present invention.
5 to 6 are diagrams illustrating a query interface output from a user terminal according to an embodiment of the present invention.
7 is an exemplary diagram of an analysis table according to an embodiment of the present invention.
8 is a flowchart illustrating a method for providing a symptom input interface according to an embodiment of the present invention.
9 to 10 are diagrams illustrating symptom input interfaces output from a user terminal according to an embodiment of the present invention.
11 is a flowchart illustrating a method for providing a genetic information service according to an embodiment of the present invention.
12 and 13 are diagrams illustrating a genetic information service interface according to an embodiment of the present invention.

The following is merely illustrative of the principles of the invention. Therefore, those skilled in the art will be able to devise various devices that, although not explicitly described or shown herein, embody the principles of the present invention and are included within the spirit and scope of the present invention. Further, it is to be understood that all conditional terms and examples listed herein are, in principle, expressly intended solely for the purpose of enabling the concept of the present invention to be understood, and not limited to the specifically enumerated embodiments and states as such. should be

Moreover, it is to be understood that all detailed description reciting the principles, aspects, and embodiments of the invention, as well as specific embodiments, are intended to cover structural and functional equivalents of such matters. It should also be understood that such equivalents include not only currently known equivalents, but also equivalents developed in the future, i.e., all devices invented to perform the same function, regardless of structure.

Thus, for example, the block diagrams herein are to be understood as representing conceptual views of illustrative circuitry embodying the principles of the present invention. Similarly, all flowcharts, state transition diagrams, pseudo code, etc. may be tangibly embodied on computer-readable media and be understood to represent various processes performed by a computer or processor, whether or not a computer or processor is explicitly shown. should be

The functions of the various elements shown in the drawings including a processor or functional blocks represented by similar concepts may be provided by the use of dedicated hardware as well as hardware having the ability to execute software in association with appropriate software. When provided by a processor, the functionality may be provided by a single dedicated processor, a single shared processor, or a plurality of separate processors, some of which may be shared.

In addition, the clear use of terms presented as processor, control, or similar concepts should not be construed as exclusively referring to hardware having the ability to execute software, and without limitation, digital signal processor (DSP) hardware, ROM for storing software. It should be understood to implicitly include (ROM), RAM (RAM) and non-volatile storage. Other common hardware may also be included.

In the claims of the present specification, a component expressed as a means for performing the function described in the detailed description includes, for example, a combination of circuit elements that perform the function or software in any form including firmware/microcode, etc. It is intended to include all methods of performing the functions of the device, coupled with suitable circuitry for executing the software to perform the functions. Since the present invention defined by these claims is combined with the functions provided by the various enumerated means and in a manner required by the claims, any means capable of providing the functions are equivalent to those contemplated from the present specification. should be understood as

The above objects, features and advantages will become more apparent through the following detailed description in relation to the accompanying drawings, and accordingly, those of ordinary skill in the art to which the present invention pertains can easily implement the technical idea of the present invention. There will be. In addition, in the description of the present invention, if it is determined that a detailed description of a known technology related to the present invention may unnecessarily obscure the gist of the present invention, the detailed description thereof will be omitted.

Hereinafter, a preferred embodiment according to the present invention will be described in detail with reference to the accompanying drawings.

1 is a conceptual diagram schematically illustrating an entire system according to an embodiment of the present invention.

Referring to FIG. 1 , the entire system according to an embodiment of the present invention includes a health information service providing apparatus 100 , a user terminal 200 , and a medical institution server 300 .

First, the user terminal 200 is a general terminal device, and includes a computer, a tablet PC, a mobile phone, a smart phone, a laptop computer, a digital broadcasting terminal, a PDA (Personal Digital Assistants), a PMP (Portable Multimedia). Player), navigation, etc. may be exemplified, and one or more communication modules and output modules for accessing the health information service providing device 100 and outputting a user interface based on health information received from the health information service providing device 100 . can be provided.

In addition, the user terminal 200 , the health information service providing apparatus 100 , and the medical institution server 300 may be connected to each other by wire or wirelessly through a network.

For mutual communication between networks, the user terminal 200, the health information service providing device 100, and the medical institution server 300 include a local area network, Internet network, LAN, WAN, PSTN (Public Switched Telephone Network), PSDN (Public Switched) Data Network), cable TV network, WIFI, mobile communication network, and other wired and wireless communication networks can transmit and receive data. In addition, each user terminal 200 , the health information service providing apparatus 100 , and the medical institution server 300 may include respective communication modules for communicating with a protocol corresponding to each communication network.

And, according to an embodiment of the present invention, the user terminal 200 is a user terminal for registering with the health management service, receiving and outputting health management information, and is pre-authentication and registration with the health information service providing device 100 . can be

In addition, the user terminal 200 outputs various health management-related contents, a query interface, a symptom input interface, or a message based on the health management service information provided from the health information service providing device 100 , and a user of the corresponding user. It can receive input and process it. Here, the application for outputting the health management service information may be installed in the user terminal 200 in the form of application software or a separate application, or may be pre-loaded in the user terminal 200 in the form of system software.

In addition, the user terminal 200 may provide various health management services utilizing the unique functions of the portable terminal based on the health management service information received from the health information service providing apparatus 100 . As for the health management service, various services such as a questionnaire service, disease information service, symptom management service, self-content service, genetic information service, etc. may be exemplified, and the user terminal 200 collects user input information and feedback information according to service use. to transmit to the health information service providing device 100 .

Such user input information and feedback information may be stored and updated in the health information service providing device 100 and continuously analyzed, and may be used for disease analysis and health management service information, which will be described later in more detail.

Meanwhile, the health information service providing apparatus 100 may be a server that provides a health management service to the user terminal 200 , and symptom information input from the user terminal 200 and the user obtained from the medical institution server 300 . It may be a server that analyzes disease information based on the specific medical institution information, generates health management service information based on the analysis result, and transmits it to the user terminal 200 .

The user terminal 200 according to an embodiment of the present invention may generate and output various user interfaces for providing the health management service as described above, and may receive a user input corresponding to the user interface and receive symptoms corresponding thereto. Input and feedback input processing may be performed, and input information may be transmitted to the health information service providing apparatus 100 .

Here, the user interface may be an input/output interface provided to the user by using at least one of visual, auditory, and tactile sense, for example, a touch screen user interface supporting graphic and audio output, etc. may be exemplified.

In addition, the health information service providing apparatus 100 according to an embodiment of the present invention may obtain symptom information of the user by analyzing one or more user inputs input in response to the user interface. It can be used to calculate the incidence probability for each disease according to the disease analysis.

To this end, the health information service providing apparatus 100 includes user information (eg, membership registration information, symptom search record information, etc.) collected from the user terminal 200 and medical treatment collected from the medical institution server 300 . Institutional information (eg, medical record information, etc.) and the symptom information can be collected from the user terminal 200, and the symptom information can be collected through a query interface generated based on a query tree algorithm capable of user feedback. have.

Here, the query tree may be a decision tree in which nodes are branched until a predicted disease can be derived according to sequential user feedback input information corresponding to the query interface.

In addition, the query interface may be generated according to personalized query interface information configured in the health information service providing apparatus 100 and provided to the user terminal 200 , and the user terminal 200 visualizes the query interface through a display. can be printed out. The user terminal 200 may receive a user feedback input corresponding to the query interface, and may transmit the user feedback input information to the health information service providing apparatus 100 .

In addition, the health information service providing apparatus 100 applies the user feedback input information to the query tree algorithm, and provides sequential query interface variable information to the user terminal 200 until a disease probability with a specific accuracy or higher can be derived. When the disease probability based on the sequential responses of the user terminal 200 is derived, personalized health management service information based on this may be configured and provided to the user terminal 200 .

Therefore, the health information service providing apparatus 100 according to an embodiment of the present invention not only simply provides health information of interest to the user, but also uses a specific query interface-based symptom test that has a practical questionnaire effect to provide accurate disease It is possible to predict the probability and provide a health management service based on a specific and accurate symptom test based on the prediction.

2 is a block diagram for explaining in more detail an apparatus for providing a service according to an embodiment of the present invention.

Referring to FIG. 2 , the health information service providing apparatus 100 according to an embodiment of the present invention includes a data collection unit 110 , a matching processing unit 120 , a query interface configuration unit 130 , and a symptom input information processing unit 140 . ), a self-content configuration unit 150 , a genetic information service unit 160 , a health care personalized database 170 , and a service provider 180 .

First, the service providing unit 180 controls the overall operation of the health information service providing apparatus 100 , configures various interfaces based on the operation of each module, and provides health management service information to the user terminal 200 . To this end, the service providing unit 180 may include a microcircuit-based control module, a memory, and one or more communication modules, and may perform management and control signal transmission processing of each module, which will be described later.

In addition, the data collection unit 110 collects user information, medical institution information, and external network information for providing a symptom test-based health management service from the user terminal 200 and the medical institution server 300 .

Here, the user information may include member registration information, basic questionnaire data, symptom search records, past symptom examination record information, etc., and the user information includes basic information such as gender, age, blood sugar, blood pressure, and a scale, blood pressure monitor, and blood sugar meter. It may include external device measurement information such as Furthermore, the user information may include personal location information and the like.

In addition, the medical institution server 300 may be a server of various medical institutions such as hospitals, nursing homes, and genetic examination centers, and the medical institution information may include medical record information or personal genome information corresponding to each user.

Here, the medical institution information may be collected based on the consent authentication information after the consent authentication information of the user terminal 200 is transmitted to the data collection unit 110, and includes health checkups, hospital treatment records, hospital consultation records, etc. can do. In addition, the personal genomic information of the medical institution information may include information related to a genetically weak or strong factor.

Meanwhile, the external network information may include medical information collected for disease analysis, disease symptom information frequently mentioned and searched in major portals or newspapers, environmental information, geographic information, and the like.

The matching processing unit 120 may match the various data collected by the data collection unit 110 to user information, and may register, store, and manage the personalization database 170 . The matching processing unit 120 may match user information, medical institution information, external network information, and symptom information obtained by the symptom input information processing unit 140 again, and the matching information is transmitted to the query interface configuration unit 130 . can be

The query interface configuration unit 130 may configure a query interface to be provided through the health care service interface to the user terminal 200 . The query interface according to an embodiment of the present invention may include a symptom check function capable of deriving a specific and accurate disease probability according to a feedback input from the user terminal 200, which may be generated according to a preset query tree algorithm. and may vary according to user input. The generated or changed query interface information may be provided in the form of health care service information to the user terminal 200 through the service providing unit 180 .

More specifically, the query interface configuration unit 130 may provide a query interface based query tree algorithm to present and select a symptom with a high probability of occurrence based on user information, medical institution information, and external network information. can be configured sequentially.

For example, the user terminal 200 may selectively input a symptom it feels through a query interface.

To this end, the query interface may include a selectable item interface in order of symptoms with a high probability of occurrence based on user information and medical institution information. Here, when user information for configuring the item interface is insufficient, symptoms recently searched for by other users or symptoms inputted by other users may be preferentially included based on external network information.

For example, the query interface may include symptom item information that allows the user to select a symptom that other users have searched for, similar to a real-time search word of an external portal through the user terminal 200 , and the user may have symptoms in several places. It can be difficult to express how you feel when you are sick and vague, so we can help you overcome these difficulties. The symptom that many people already feel is that they can sympathize with them, so they can easily select and input faster and more comfortably.

Meanwhile, the query interface configuration unit 130 may configure a query tree-based symptom input interface for configuring symptom items with a high probability of occurrence to be selectable. can

For example, in the route priority information, a frequent symptom searched by other users more than a predetermined number of times may be preferentially set. In addition, in the route priority information, a frequent symptom of a disease exposed more than a predetermined number of times in a major portal or newspaper may be preferentially set. In addition, in the route priority information, a frequent symptom of a disease corresponding to season information collected from an external network, user location information, environment information, and the like may be preferentially set.

Accordingly, the query interface configuration unit 130, according to the route priority information, other user symptom search records, disease and symptom search records in the main portal, living environment-related onset information, locationally multiple diseases occurring in the surrounding area By determining various conditional priorities such as information, a query interface capable of selecting symptoms based on a query tree may be configured, and the configured query interface may be transmitted to the user terminal 200 through the service providing unit 180 .

In addition, the query interface configuration unit 130 can configure a query interface capable of processing sequential queries and responses based on a query tree. may include In particular, the query interface configuration unit 130 may configure the query interface based on a tree by combining a decision tree algorithm and a multinomial distribution of naive Bayes classification algorithm.

Here, the polynomial distribution naive Bayes algorithm calculates the disease probability through statistical learning using the average of symptom characteristics for each disease class. It may refer to a calculation method of using the most appropriate class as a disease prediction value compared with the statistical value of the class. For example, according to the polynomial distribution naive Bayes algorithm, the number of symptom sentences input from the query interface or the number of symptom words in context data may be counted, and a disease probability may be calculated based thereon.

Accordingly, the query interface configuration unit 130 provides a query interface including the first questionnaire, and upon receiving the response feedback of the user terminal 200 corresponding thereto, includes a second questionnaire based on the decision tree algorithm again. A query interface may be generated and provided to the user terminal 200 .

In addition, the query interface configuration unit 130 performs a polynomial distribution naive Bayes algorithm processing using medical information of the pre-collected external network information, user information, medical institution information, and response feedback for each questionnaire, so that the probability of an outbreak is The probability of high disease can be calculated concretely and accurately. Accordingly, the query interface configuration unit 130 allows the user to select a symptom of a disease with a high probability of occurrence, and the service provider 180 can accurately and easily process the disease analysis.

On the other hand, the query interface configuration unit, using the personalization database for health care, a general query interface including personalized questionnaire information, and an active symptom examination query interface by artificial intelligence learning processing based on user information and external network information can do. This is an artificial intelligence learning function when a query interface using a questionnaire tree is used for general symptom examination, and when the probability of occurrence of a surrounding disease increases, the user has a medical condition, a certain period or season change, or a change in user measurement information occurs. can be used to automatically create an active symptom test query interface for preemptive symptom test and push it to the user terminal to execute preemptive symptom test.

In addition, the symptom information processing unit generates a symptom input interface that enables intuitive selection of symptom items so that symptom information can be input more conveniently and efficiently, and provides the symptom input interface to the user terminal in conjunction with the query interface, and provides a symptom input interface and analyzing user input information input through the query interface to obtain symptom information.

In this case, if the query interface is configured in the questionnaire tree method, the user can easily and intuitively input symptom information using the selection screen for each item and graphic or 3D object so that the questionnaire information at each stage can be recorded by intuitive selection. It is also possible to create and provide a symptom input interface that allows for personalized symptom query submission. Of course, it can be configured in the query interface configuration unit, but the selection of the next step varies according to the user's symptom input selection, so individualization is required for each user. can be changed to create a personalized symptom input interface and provide it in synchronization with the query interface.

Meanwhile, the symptom input information processing unit 140 may receive symptom information from user input information corresponding to the query interface and transmit it to the matching processing unit 120 . The matching processing unit 120 may match symptom information, user information, medical institution information, and external network information, and store and manage it in the personalization database 170 , and the service providing unit 180 may diagnose symptom test based on the matching information. Information may be generated, and personalized health management service information using symptom test-based diagnosis information may be generated and transmitted to the user terminal 200 .

Here, the symptom input information processing unit 140 may acquire, as the symptom information, information on a physical location where a symptom occurred and symptom intensity information from a user input to the query interface. The symptom input information processing unit 140 may provide a symptom input interface for receiving symptom information more conveniently and efficiently to the user terminal 200 in conjunction with the query interface, and the symptom input information processing unit 140 may The symptom information may be obtained by analyzing user input information input through the symptom input interface.

Accordingly, the service providing unit 180 may provide various health management services based on disease analysis based on the symptom information input from the symptom input information processing unit 140 . To this end, the service providing unit 180 may use the self-content composing unit 150 or the genetic information service unit 160 .

The self-content configuration unit 150 may configure personalized self-content that can alleviate disease by using the disease analysis information of the symptom information processed by the service provider 180 , and the service provider 180 may The configured self content may be provided to the user terminal 200 . For example, when a disease with a high probability as a result of disease analysis is dementia, the self-content may include memory and always learning content.

Also, the genetic information service unit 160 may obtain genetic information such as genetic vulnerability corresponding to symptom information and disease analysis information, and provide it to the user terminal 200 through the service provider 180 .

According to this configuration, the health information service providing apparatus 100 according to an embodiment of the present invention provides a query tree-based symptom questionnaire and disease analysis process using a user interface of a user terminal to analyze a specific and accurate disease occurrence probability and various health management services based thereon can be smoothly provided.

3 is a flowchart illustrating a method of operating a service providing apparatus according to an embodiment of the present invention.

Referring to FIG. 3 , the health information service providing apparatus 100 according to an embodiment of the present invention matches at least one of user information, questionnaire data, past symptom test records, health checkup records, medical records, and genome analysis results, , to build a personalized health care database 170 (S101).

In addition, the health information service providing device 100 provides information on diseases with a high probability of onset based on at least one of symptom input information, other user symptom search records, portal service disease search records, living environment onset information, and surrounding multiple disease information. is analyzed (S103).

Thereafter, the health information service providing apparatus 100 applies a decision tree algorithm corresponding to the disease information to generate personalized query data ( S105 ).

Then, the health information service providing apparatus 100 configures a personalized query interface based on the personalized query data (S107).

Thereafter, the health information service providing apparatus 100 provides a personalized query interface to the user terminal 200 (S109).

Then, the health information service providing apparatus 100 obtains symptom information based on the user's symptom input information corresponding to the query interface ( S111 ).

If the health information service providing apparatus 100 determines a state in which an additional inquiry is required ( S133 ), if an additional inquiry is required, the personalized inquiry data is generated again in step S105 .

On the other hand, when no additional query is required, the health information service providing apparatus 100 provides a health management information service based on the disease analysis result of the user symptom information and the personalized genome analysis information to the user terminal 200 (S115) ).

Thereafter, the health information service providing device 100 determines whether self-content corresponding to a disease with high probability among the analyzed diseases is required (S117), and if necessary, configures self-content corresponding to the disease analysis of user symptom information, It is provided to the user terminal 200 (S119).

Here, the self-content may be provided when, for example, early dementia or mild cognitive impairment disease is analyzed, and may include personalized game, exercise, reading, or learning and training content corresponding to the disease.

In particular, the self content may include education and training content using personalized content related to an individual based on user information analysis. In other words, general training contents can be boring, so immersion and learning effects can be increased through education and training based on personalized contents.

To this end, the self-content configuration unit 150 according to an embodiment of the present invention may configure self-content by learning and analyzing user profile information and user relationship information (family information, friend information) from user information. Known machine learning algorithms and artificial intelligence algorithms may be used for learning and analysis.

For example, the self-content may include a face recognition quiz using a family picture obtained from user information or a time zone response event quiz using a picture taken by the user. The self-content configuration unit 150 may compose the quiz information including the personalized question as self-content and transmit it to the user terminal 200 through the service provider 180 . The quiz information may include, for example, personalized photo information-based today's behavior visit quiz, today's work quiz, etc., which may be configured based on user information of the user terminal 200 and record information. .

Also, for example, self-content may be configured based on personal interest information obtained from user information, and personal interest information may be collected from user terminal 200 usage information such as searched articles, songs, places to visit, and music. can Accordingly, the personalized self-content may include question information corresponding to the information of interest, and the user terminal 200 configures a learning tool incorporating game elements such as question-solving and puzzle-solving using self-content to create a user interface. can be output through

As such, the self-content configuration unit 150 may expand and configure the interactive content using the content related to the individual from a simple quiz to the form of a complex game, which may be utilized for personalized brain training and memory increase.

In addition, the service providing unit 180 may receive feedback information corresponding to the self-content from the user terminal 200 and provide an indicator management service for reinforcing a vulnerable aspect according to the disease information.

4 is a flowchart illustrating a method of operating a service providing apparatus according to another embodiment of the present invention.

4 , the health information service providing apparatus 100 according to an embodiment of the present invention generates one or more query trees according to a preset query scenario based on user information, medical institution information, and external network information, and , a query interface using a query tree may be created and provided to the user terminal 200 .

More specifically, when the health information service providing apparatus 100 receives a questionnaire request from the user terminal 200 according to a user input (S201), the medical questionnaire information based on at least one of user information, medical institution information, and external network information A query tree including

Then, the health information service providing apparatus 100 extracts question information from the query tree and performs a query interface provision process to the user terminal 200 ( S205 ). Here, the process of providing the query interface may include a process of transmitting query information output through the user interface driven by the user terminal 200 .

Thereafter, the health information service providing apparatus 100 performs tree update according to the user response information input received from the user terminal 200 (S207).

In addition, the health information service providing apparatus 100 determines whether to make an additional query ( S209 ). For example, whether to make an additional query may be determined according to whether the current node location information of the query tree is a leaf node.

If an additional query is required, the health information service providing apparatus 100 reconstructs the next query tree based on the response information of the user terminal 200 up to now (S210), and starts again from step S205 for the reconstructed next query tree carry out

When no additional inquiry is required, the health information service providing apparatus 100 generates diagnosis result information (S211), and provides health management service information based on the diagnosis result information to the user terminal 200 (S213).

Here, the diagnosis result information may include disease onset probability information predicted from symptom information, which may be obtained according to probability analysis using the aforementioned user information, medical institution information, and external network information.

Thereafter, the health information service providing apparatus 100 may receive user feedback information corresponding to the diagnosis result information, and perform an update process of the personalization database 170 using the received user feedback information (S215). Using the user feedback information, the health information service providing apparatus 100 may perform a user convenience improvement process such as updating a personalized query tree construction algorithm.

In more detail with respect to the query tree, the health information service providing apparatus 100 may generate a first query tree based on user information, medical institution information, and external network information through the query interface configuration unit 130 . . The first query tree may include a first questionnaire tree based on core symptoms input by the user when registering for membership, medical records of medical institutions, search records, and the like.

For example, probabilistically diagnosable diseases according to branching by entering a leaf node through the first questionnaire tree may be compressed into, for example, ten. However, the probability of each of the 10 diseases can be calculated from separate user information, medical institution information, and external network information, and the query interface configuration unit 130 determines the disease for which the probability is to be calculated according to the questionnaire tree search result. may be transmitted to the service providing unit 180 .

The query interface configuration unit 130 may select a node having the highest priority among the first query tree and transmit a query interface including questionnaire information based on the node to the user terminal 200 . The user terminal 200 may output questionnaire information according to the inquiry interface, and the user questionnaire response information may be transmitted as input information back to the inquiry interface configuration unit 130 of the health information service providing apparatus 100 . Here, the user's questionnaire response information may include symptom information, and the user may input his/her symptom information as the questionnaire response information.

In addition, the query interface configuration unit 130 may perform query tree branch processing according to the user's response, but may process reorganization of the query tree when a leaf node is not reached, and this process may be repeatedly processed. .

If the user's disease item already obtained from the medical institution information exists, the questionnaire is unnecessary, so the query interface configuration unit 130 may exclude the disease item related questionnaire information from the query tree.

In addition, the query interface configuration unit 130 may process a disease-related item that is subject to variability to be inquired, but may process so that option information for which an answer is preset is included in the questionnaire information.

In addition, the query interface configuration unit 130 may process the user terminal 200 to maintain context information of previous questions and responses for generating the next question, and the user terminal 200 accumulates the context information. It may be collected and transmitted to the health information service providing device 100 . Such context information may be expressed as symptom information in an embodiment of the present invention, and the symptom information may include symptom context information.

Meanwhile, the service provider 180 obtains symptom information corresponding to the query interface from the user terminal 200 , and based on previously collected user information, medical institution information, and external network information, a disease determined in the query tree By calculating the onset probability information for each disease, a symptom test-based diagnosis result interface including the calculated onset probability information for each disease may be configured and transmitted to the user terminal 200 .

More specifically, the service providing unit 180 may perform a probability analysis process based on a polynomial distribution naive Bayes algorithm based on a query tree and the symptom context information. According to the probability analysis, the onset probability information for each disease is can be calculated.

As such, the user terminal 200 may provide a query interface from the health information service providing apparatus 100, and according to a user input to the query interface, symptom context information calculated through a query tree-based questionnaire Health management service information including the disease-specific onset probability information may be provided to the user terminal 200 . Here, the health management service information may further include additional service information such as disease information of a disease for which a probability is calculated to be greater than or equal to a certain probability, news related to the disease information, and additional service information such as a video.

5 to 6 are diagrams illustrating a query interface output from a user terminal according to an embodiment of the present invention.

The health information service providing apparatus 100 according to an embodiment of the present invention may provide an active Symptom Check using a query interface.

The current symptom checker is in the form of being introduced to a disease with a high probability through self-diagnosis when the user has symptoms of a disease and receiving information about the disease, but When you look at your habits and living environment, if you do not feel the symptoms or if you do feel the symptoms, you may not think much of it, and the disease may grow. Diseases occurring in the vicinity where the user lives, especially in the case of contagious diseases, require more attention and need to be aware of the symptoms in advance.

Accordingly, as described above, the health information service providing apparatus 100 according to an embodiment of the present invention provides preemptive and active symptom identification by providing disease information based on symptom examination based on a query interface in providing health management information. and disease prediction.

More specifically, the health information service providing apparatus 100 detects, for example, the user's body state (personal health information or a change in measurement value) from user information, and information about infectious diseases that are increasing in the vicinity from location information , collects disease information with a high probability of occurrence according to season and weather from external network information, configures a query interface that preemptively asks the user about symptoms, and outputs the query interface from the user terminal 200 service information may be transmitted to the user terminal 200 .

Through this, the user can reduce the probability of getting a disease by being careful in advance by identifying symptoms that can be insignificant, and can be provided with an active symptom test service that can prevent it in advance.

More specifically, for example, region A may have a tendency to come early due to a geographical location different from other regions. In particular, there may be many flu patients in Area A, unlike other areas.

In addition, the health information service providing apparatus 100 may check a record that the user of the user terminal 200 suffered from the influenza epidemic in area A last year in the personal health database. The health information service providing device 100 uses the artificial intelligence engine of the service provider 180 to analyze daily public data of an external network provided by public institutions such as the Food and Drug Administration, the Korea Meteorological Administration, and the Image Evaluation Institute, and based on the crawling method. By analyzing Internet articles related to area A and health, it is possible to check analysis information that the number of flu patients in area A has increased significantly in recent years.

Accordingly, the user terminal 200 may belong to a risk group in which two factors such as a region and an existing disease are matched. Accordingly, the health information service providing apparatus 100 determines that the user has a high probability of contracting the flu, configures a query interface including symptoms corresponding to the initial, middle, and late stages of the flu, and provides it to the user terminal 200 . can do. The user terminal 200 may input symptom information for the questionnaire, and the health information service providing apparatus 100 displays a health information service interface indicating that the user has initial symptoms of influenza based on the symptom information to the user terminal ( 200) can be provided. Through the health information service interface, the user can be informed on the result screen on measures appropriate for the initial symptoms, and can make reservations for hospital treatment, etc.

On the other hand, the health information service providing apparatus 100, as shown in the examples of FIGS. 5 (A) to (D) and 6 (A) to (C), is one selectable by the user. The query interface in the form of the symptom selection interface described above may be provided according to the order of the preset query tree.

In other words, the existing symptom test system generally identifies a disease and then inputs the symptoms, but the questions and judgments on the symptom test are not personalized, they follow a unified order, and if there are any symptoms, anyone can ask the same question. There is a problem in that the questions are proceeded in a fixed order starting with the

Therefore, the query interface according to an embodiment of the present invention provides a query that can select appropriate symptoms for diseases that are difficult to develop from an early stage according to gender, age, health status, etc., based on user information, medical institution information, or external network information. The interface can be personalized and presented to the user. In addition, as shown in FIGS. 5 and 6 , for a quick symptom test, the query interface may include a selection interface that allows a plurality of painful parts and several painful symptoms to be selected.

Meanwhile, referring to FIG. 5 , the query interface according to an embodiment of the present invention may include a symptom recommendation interface for recommending a related affected part and additional symptoms when the user selects a representative symptom. It is possible to arrive at the result by minimizing the number of

More specifically, in the past, when a user has symptoms of a disease, generally one keyword is input and the questionnaire is asked in the form of asking detailed symptoms one by one. There is a problem that the process of giving is long and tedious. In particular, since the symptoms of a specific disease are often accompanied by multiple symptoms, not just one, the process to arrive at a result may be prolonged if you start to search for a disease by sequentially providing related questions with only one keyword in the first step. have.

Accordingly, as in the step-by-step interface screen configuration of FIGS. 5 (A) to (E), in the query interface configuration unit 130 according to an embodiment of the present invention, the user inputs one keyword as a symptom in response to the first query interface. and selecting a painful part, the second query interface information for selecting one or more other symptoms accompanying the most suspected disease may be provided to the user terminal 200 based on this. Accordingly, the user can input a plurality of symptoms at once on one screen, which can dramatically reduce the number of questions and provide quick results to the user.

For example, as shown in FIG. 5A , living environment information collected from an external network, surrounding disease information, user information collected from a user input, and medical institution information collected from the medical institution server 300 . is matched, and based on abnormality pattern information received from measurement data from an external device, the query interface configuration unit 130 may determine significant disease information, and transmit symptom information corresponding to the determined significant disease to the first query interface. It can be configured and provided to the user terminal 200 .

And, when a representative symptom is selected through the query interface, as shown in FIGS. 5 (B) and 5 (C), a symptom input interface or a second query interface that can select and input one or more related symptoms is a user terminal (200) may be provided.

Accordingly, the expected disease guide interface as shown in FIG. 5(D) and the symptom test-based health information service interface as shown in FIG. 5(E) are output from the user terminal 200 . That is, since health information according to an embodiment of the present invention is a self-diagnosis through a questionnaire rather than a diagnosis by a doctor, the fact may be notified to the user in advance as shown in FIG. 5(D) before the results are displayed.

In addition, as shown in FIG. 5(E), the diagnosis result information is in the order of a disease with a high probability of a certain probability or higher among the disease probability results derived using the polynomial distribution naive Bayes algorithm based on the diagnosis tree, along with the symptom information. It may be output from the user terminal 200 . As shown in Fig. 5(E),

Among the results derived from the algorithm, the disease with the highest probability is summarized above, and related symptoms are also summarized. Also, the disease with the second and third highest probability is sequentially displayed. As shown in Table 1 below, the analysis result information provided from the health information service providing device 100 to the user terminal 200 is an analysis result information table such as disease name, disease definition, disease symptom, disease treatment, precautions, and prevention. may include

field Example data Explanation name keratitis disease name definition Keratitis can be caused by a number of… disease definition symptoms Inflammation of the cornea reduces vision... disease symptoms cure Bacterial, viral, fungal.. disease cure precaution Pseudomonas aeruginosa, one of the causative bacteria of bacterial keratitis, is... Precautions, precautions

On the other hand, the health information service providing apparatus 100 may receive user feedback information after providing the health management service information as shown in FIG. It can be used for improvement. In addition, the health information service providing device 100 may provide a connection service that allows a person to visit a hospital to receive an actual diagnosis and receive treatment, and the doctor diagnosis result is stored in the personalized database 170 to be used for later query algorithm modification. can be used In addition, the health information service providing apparatus 100 may build clinical data according to user feedback information to increase the accuracy of the query configuration and disease probability analysis of the query interface configuration unit 130 in the future.

Meanwhile, as shown in FIG. 6 , the configuration and order of the selection items and the size of each selection item may vary according to user-specific health state information obtained from user information and medical institution information. Accordingly, a query interface in which at least one of the configuration, order, shape, and size of symptom selection items is personalized may be configured, and the configured query interface may be provided to the user terminal 200 .

In configuring the query interface, the query interface configuration unit 130 may determine the individual symptom priority, and based on this, configure the query interface screen so that symptoms with high priority are queried first or placed above the selection item. and may provide the configured query interface screen information to the user terminal 200 .

Accordingly, the user is able to more accurately and quickly detect a disease with a possible symptom.

To this end, the query interface configuration unit 130 may pre-determine the priority of symptoms that are likely to be possessed by an individual based on the data for each user matched in the personalization database 170 , and query based on the determined priority. You can configure the interface.

In addition, as shown in FIG. 6 , a query interface layout having various types of selection items according to respective priorities and user information may be configured. In this layout, for example, the basic size of each selection item may vary according to user information such as age, physical disability, visual acuity, etc., and also according to the symptom priority, the selection item with a high priority is displayed large. The size of may also vary.

As shown in each of FIGS. 6 (A) to (D), a user with poor eyesight, a user with poor hand movements, etc. can be provided with a larger type of symptom selection item, and the more important the symptom, the higher the position or may be displayed large. Furthermore, the query interface configuration unit 130 may add voice information that allows the user terminal 200 to output a voice together to the query interface in response to the user information with poor eyesight.

7 is an exemplary diagram of a disease symptom database according to an embodiment of the present invention.

As shown in FIG. 7 , a disease symptom database for predicting diseases and symptoms by the service provider 180 may be pre-stored in the personalized database 170 according to an embodiment of the present invention.

Referring to FIG. 7 , the entire row data of column 1 may indicate a disease, and the entire row data of row 1 may indicate a symptom (SYM). The intensity range of the symptom may be indicated by a number indicating a weight, for example, may be expressed as 0 to 1.0. For example, symptoms that do not appear for a disease may have a default value of 0, general symptoms may have a default value of 0.1, and core and important symptoms that determine disease may have specific values higher than the default value. The service provider 180 may use the user's personal information such as gender and age to determine the weight of the disease, and may also use the underlying disease information. Accordingly, the personalized database 170 may store and manage a disease symptom database in which weights are varied for each symptom so that a probability value for determining a disease can be more appropriately obtained.

8 is a flowchart illustrating a method for providing a symptom input interface according to an embodiment of the present invention, and FIGS. 9 to 10 are exemplary diagrams of a symptom input interface output from a user terminal according to an embodiment of the present invention.

Referring to FIG. 8 , the health information service providing apparatus 100 according to an embodiment of the present invention outputs a natural language analysis-based query interface through the user terminal 200 ( S201 ).

In addition, the health information service providing apparatus 100 outputs a symptom interface in which symptom intensity can be input through the user terminal 200 ( S203 ), and the user response from the user terminal 200 , symptom questionnaire information, and symptom location information , obtains at least one of symptom intensity information (S205).

Then, the health information service providing apparatus 100 configures symptom response information based on at least one of symptom questionnaire information, symptom location information, and symptom intensity information (S207).

More specifically, the existing symptom test system has a problem in that the question is close to a short answer type, and it is difficult to confirm the exact symptom intensity and the like. In particular, although it is often ambiguous how much it hurts and where exactly the painful part is, the input requires an accurate value and part, so it is difficult to specify it.

Accordingly, the query interface configuration unit 130 according to an embodiment of the present invention can configure a sentence-based query interface that can be input in natural language as possible, and the user expresses the pain in his or her own words as if talking to a doctor. can be entered To this end, the query interface configuration unit 130 may output a query that is interpreted using a natural language process (NLP), which is one of artificial intelligence, and converted into words suitable for clinical symptoms through the query interface.

In addition, the service providing unit 180 may predict a corresponding disease by analyzing the symptom questionnaire information according to the user response input based on the context, and analyzing the symptom, location, degree of pain, period, cause, and the like.

For example, the service providing unit 180 may obtain weight information according to adverb analysis indicating the degree of very, ignorant, slightly, etc. by analyzing the context information of the user's query interface response, chest, stomach, You can obtain symptom location information by analyzing nouns that indicate body parts such as the head, and you can obtain symptom type information by performing sentence analysis indicating how sick you are, and sentence analysis indicating how long you have had symptoms. It is possible to obtain information on the duration of symptoms by performing the procedure, and analysis of other information such as past medical history and expected disease can be performed.

The service provider 180 may process the analysis result into symptom information and use it for disease prediction, or provide it to the query interface configuration unit 130 to be used for further query interface reconstruction.

Furthermore, the query interface configuration unit 130 according to an embodiment of the present invention provides an interface capable of touch input, so that symptom location information and symptom intensity information can be conveniently input. For example, as shown in FIGS. 9 and 10 , the external appearance of the human body may be output from the user terminal 200 through the query interface, and the user may select a painful place and select whether it is external or internal. .

Furthermore, as shown in FIG. 9 , the query interface may output a user 3D object for displaying a painful location, and a painful location and intensity may be continuously designated based on the 3D object location information and touch information.

Accordingly, a painful place may be input to the body displayed in 3D analog through the query interface, which allows the user to more conveniently input the questionnaire content that is difficult to express in words or digitally.

To this end, the query interface configuration unit 130 uses the user touch input information to digitally interpret how much pain is distributed in which part, digitize the input value, and display the processing result in the user terminal 200 . can be printed out.

For example, the health information service providing apparatus 100 controls the user interface to be displayed when the user touches a painful place for the physical appearance in the user terminal 200, and touches the painful place more strongly to change the color. You can control the user interface to be bold. In addition, the query interface allows the inside of the epidermis of the body to be displayed and input more accurately where the painful part is through rotation of 3D graphics or a separate input screen.

As shown in FIGS. 9 and 10 , the query interface can display the painful area and degree through the user terminal 200 so that there is a sense of depth from the skin to the organs and bones, and from the user input to the symptomatic site. It is possible to digitize the touch input to the patient, and calculate symptom range information and symptom intensity information from the digitized input information.

As shown in FIGS. 9 and 10 , the symptom intensity may be determined according to the pressing pressure of the user terminal 200 , and may be displayed as color information on the screen. Also, the user may input symptom intensity as color value adjustment. As a result, the user can intuitively check the painful area and the painful state at a glance based on the result entered by the user. Meanwhile, as shown in FIG. 10 , the health information service providing apparatus 100 may use an emoticon or an emoji (EMOJI) to perform a more intuitive response input for each part. (Example For example, a headache is an emoji wrapped around the head, a stomachache is an emoji grabbing the stomach, etc.)

11 is a flowchart illustrating a method of providing a genetic information service according to an embodiment of the present invention, and FIGS. 12 and 13 are diagrams illustrating a genetic information service interface according to an embodiment of the present invention.

Referring to FIG. 11 , the apparatus 100 for providing a health information service according to an embodiment of the present invention obtains individual genetic test information from a personalization database 170 for a genetic information service ( S301 ).

Then, the health information service providing apparatus 100 configures a personalized genetic information service interface based on the genetic test information and user symptom information ( S303 ).

Thereafter, the health information service providing apparatus 100 provides the personalized genetic information service interface to the user terminal 200 (S305).

Currently, the general D2C method of providing genetic test results is provided as booklet information in a standardized format, so it is easy for users to see and forget once they see it once, and it is difficult to continuously manage and take care of their weaknesses. In order to solve this problem, various devices are needed to continuously check and complement the genetically weak areas.

Accordingly, as shown in FIGS. 12 and 13 , the health information service providing apparatus 100 according to an embodiment of the present invention includes an analysis result based on user symptom information and vulnerability information among individual genetic information. Health service information may be provided to the user terminal 200 , which may be output from the user terminal 200 in various ways.

For example, as shown in FIGS. 12 (A) and (B), while genetic information is displayed on the interface screen of the user terminal 200, additional information (eg, health supplements, hospital product introduction, related research contents, related newspaper contents, etc.) can be output, and as shown in FIGS. 13 (A) and (B), auxiliary test information such as health check and symptom test corresponding to the genetic information service can be output. Accordingly, the user may be provided with curation service information for improving the user's health in association with the genetic test result.

On the other hand, the above-described method according to various embodiments of the present invention is implemented in the form of installation data to be executed in a terminal device and stored in various non-transitory computer readable media to each server or device. can be provided. Accordingly, the user terminal 100 may access the server or device to download the installation data.

The non-transitory readable medium refers to a medium that stores data semi-permanently, rather than a medium that stores data for a short moment, such as a register, cache, memory, and the like, and can be read by a device. Specifically, the various applications or programs described above may be provided by being stored in a non-transitory readable medium such as a CD, DVD, hard disk, Blu-ray disk, USB, memory card, ROM, and the like.

In addition, although preferred embodiments of the present invention have been illustrated and described above, the present invention is not limited to the specific embodiments described above, and the technical field to which the present invention belongs without departing from the gist of the present invention as claimed in the claims Various modifications may be made by those of ordinary skill in the art, and these modifications should not be individually understood from the technical spirit or perspective of the present invention.

Claims (8)

In the health care service providing device,
Collect external network information including at least one of user information, medical institution information and surrounding environment information, local disease information, seasonal information, and portal search information for providing symptom test-based health management services from user terminals and medical institution servers a data collection unit;
a database unit configured to configure a personalized health care database by matching the various data collected by the data collection unit to user information;
a query interface constructing unit that configures a general query interface including personalized questionnaire information and an active symptom examination query interface by artificial intelligence learning processing based on user information and external network information using the health care personalized database;
In order to receive symptom information more conveniently and efficiently, a symptom input interface that enables intuitive selection of symptom items is created and provided to the user terminal in conjunction with the query interface, and the user input through the symptom input interface and the query interface a symptom information processing unit that analyzes input information to obtain symptom information;
A service for providing the symptom input interface and the query interface to the user terminal, and providing health management service information including symptom test-based disease occurrence probability information to the user terminal based on the symptom information obtained from the symptom information processing unit including the provider
Health care service delivery device. According to claim 1,
Using the disease analysis information of the processed symptom information to configure personalized content that can alleviate disease, and a self-content configuration unit that provides the self-content to the user terminal through the service providing unit; further comprising
Health care service delivery device. According to claim 1,
Genetic information service that obtains the user's genetic test information through the data collection unit, acquires genetic information such as genetic vulnerability corresponding to the symptom information and disease analysis information based on the genetic test information, and provides it to the user terminal through the service providing unit more wealth
Health care service delivery device. According to claim 1,
The query interface component,
A query interface is configured by generating personalized query data using a query tree for disease determination based on the user information, wherein the query tree is capable of deriving a predicted disease according to sequential user feedback input information corresponding to the query interface It is characterized in that it is a decision tree in which the nodes branch until
Health care service delivery device. According to claim 1,
The symptom input interface includes a selection interface in which a plurality of symptom items of which configuration, location, size or shape are variable can be selected based on the symptom priority according to the expected disease.
Health care service delivery device. 6. The method of claim 5,
The selection interface, characterized in that the layout is variable according to the user information
Health care service delivery device. According to claim 1,
The symptom input interface includes an object interface in which symptom location information and symptom intensity information are determined according to a user input.
Health care service delivery device. 8. The method of claim 7,
The object interface includes a three-dimensional object of a body shape,
The symptom location information is determined according to the user input location corresponding to the three-dimensional object,
The symptom intensity information is determined according to a user input intensity or range corresponding to the three-dimensional object.
Health care service delivery device.

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