KR102379956B1 - Self Management Support Service Providing System For Metabolic Syndrome, Method For The Same, Server Using The Same - Google Patents

Abstract

The self-management support service providing system for metabolic syndrome of the present invention comprises: a user portable terminal 10 for transmitting biometric information of a patient collected from a personal medical device and lifestyle information collected from a personal medical device; a manager server 20 that receives the patient's biometric information and lifestyle information received from the user's portable terminal, analyzes metabolic syndrome-related information, and selects feedback content according to the analysis result; and a chat server 30 that converts the selected feedback content into chat-type data to the user portable terminal 10 and transmits the converted data to the user portable terminal 10 .

Description

Self Management Support Service Providing System For Metabolic Syndrome, Method For The Same, Server Using The Same

The present invention provides a self-management support service providing system for metabolic syndrome that supports self-management of patients with metabolic syndrome risk group and metabolic syndrome, which is a symptom of a mixture of abdominal obesity, hypertension, blood sugar disorder, high triglyceride, and low HDL cholesterol, and self-management using the same It relates to a management method, and more specifically, by using a smartphone to obtain biometric information of a patient with metabolic syndrome and providing the analysis information in real-time chatting form, a user can efficiently self-manage his or her metabolic syndrome. It relates to a self-management support service providing system for metabolic syndrome and a self-management method using the same.

In general, metabolic syndrome refers to a condition in which both visceral fat-type abdominal obesity, which is a form of accumulation of a lot of fat surrounding the internal organs, and risk factors for lifestyle-related diseases such as high blood pressure, high blood sugar, and lipid abnormalities.

Although there are several diagnostic criteria for such metabolic syndrome, it is generally diagnosed as metabolic syndrome when three or more of the following symptoms apply.

① Blood sugar disorder: Fasting blood sugar => 100mg/dl or more or taking diabetes medication

② High blood pressure: systolic blood pressure => 130 mmHg/ diastolic blood pressure => 85 mm Hg or if you are taking blood pressure medications

③ Obesity: waist >90cm (male), waist >85cm (female)

④ Dyslipidemia: triglyceride => 150mg/dl or more, high-density cholesterol => less than 40mg/dl (male), less than 50mg/dl (female)

According to a 2011 survey by the Ministry of Health and Welfare, the prevalence of metabolic syndrome in Korean adults is 28.8%, and active and appropriate management is essential because metabolic syndrome causes complications of cardiovascular disease and type 2 diabetes and increases the risk of premature death. Diagnosed with metabolic syndrome means that you already have cardiovascular disease or have a very high risk of getting it in the future than if you have only one disease, so you need to treat each disease more aggressively. In fact, metabolic syndrome is known to increase the mortality rate due to myocardial infarction and cerebrovascular disease by about 4 times.

Management of metabolic syndrome requires lifestyle improvement and correction, and recently, self-monitoring and evaluation such as measuring blood sugar, blood pressure, and weight as self-management behaviors including diet and exercise are being emphasized.

Since it is very difficult for patients to self-manage such metabolic syndrome, a method for managing metabolic syndrome has been proposed in which various types of health management systems are used to self-manage.

As an example of a metabolic syndrome management method, there is Korean Patent Publication No. 10-2019-0085649 (title of the invention: customized exercise support and monitoring method for each metabolic syndrome patient).

The management method relates to a customized exercise support and monitoring method for each metabolic syndrome patient that enables more systematic management and monitoring of the exercise, meal, and lifestyle rules of the metabolic syndrome patient, provided from the medical staff terminal, and is provided for the improvement of metabolic syndrome Create a timeline that defines when, what, and how a patient should do what, when, and what to do based on the medical staff guide with information on patient-specific exercise, meal guidelines, and lifestyle rules, and what to do at the present time based on the timeline and provides audiovisual guidance, monitoring patient behavior, generating and providing a questionnaire for inquiring details related to the patient behavior, and obtaining a patient response to the questionnaire, the patient behavior monitoring result and Lifestyle information is generated and provided based on patient responses to the questionnaire.

Although this management method can monitor the patient's behavior, the patient's management is not efficient because it cannot analyze the collected information and provide an appropriate response method based on the analyzed information to the patient in real time.

Another example of the metabolic syndrome management method is Korea Patent Publication No. 10-2012-0108543 (title of the invention: a customized integrated smart health care service system for metabolic syndrome).

The care service system may include: a user portable terminal for transmitting biometric information, location information, and an information log of a user, and receiving customized dietary therapy and exercise management service information recommended according to the user's health condition; a hospital terminal for transmitting health information according to the user's health checkup result; a meteorological office terminal for transmitting weather and living weather indices according to the user's location; and a manager server that receives the biometric information and the health information, analyzes the user's disease risk and the health state, and recommends the customized diet and exercise management service.

The care service system having the above configuration enables efficient health management by inputting information anytime and anywhere and receiving health care services, and provides weather and living indexes to provide customized services for life, It has the advantage of being able to provide safe and effective customized services by recommending diet and nearby restaurants suitable for disease and preference, and recommending exercise considering time and distance according to the stage of behavior change.

The care service system can also monitor the patient's behavior like the management method described above, but analyze the collected information and manage the patient because it cannot provide an appropriate response method based on the analyzed information to the patient in real time. has the disadvantage that it is not efficient.

The present invention has been devised to solve the above problems, and an object of the present invention is to use a smartphone to obtain biometric information measured from a personal medical device possessed by a metabolic syndrome patient and lifestyle information such as meal, exercise, and stress using a smartphone. A self-management support service providing system for metabolic syndrome that supports patients with metabolic syndrome to effectively manage their health status by conveniently collecting and analyzing the collected information to provide appropriate response methods, encouragement, and warnings in real time To provide a self-management method used.

In addition, another object of the present invention is to provide not only medical knowledge acquisition but also psychological support by providing the feedback of the analysis result in the artificial intelligence system in the form of a real-time chatting, as if it were a real-time consultation with a medical team or a metabolic syndrome expert. , to provide a self-management support service providing system for metabolic syndrome that can continuously motivate the management of metabolic syndrome and a self-management method using the same.

In addition, another object of the present invention is to use an interworking tool (SDK) provided by a mobile chatting messenger service provider so that it can be provided through software for a chatting service, or a voice chatting interworking tool (SDK) provided by an artificial intelligence speaker manufacturer ) to provide a real-time analysis result through an artificial intelligence speaker to provide a system for providing a self-management support service for metabolic syndrome that supports effective management of the health status of patients with metabolic syndrome and a self-management method using the same.

The self-management support service providing system for metabolic syndrome of the present invention for achieving the above object is a user portable terminal 10 that transmits the patient's biometric information collected from the personal medical device and the lifestyle information collected from the personal medical device ; a manager server 20 that receives the patient's biometric information and lifestyle information received from the user's portable terminal, analyzes metabolic syndrome-related information, and selects feedback content according to the analysis result; and a chat server (30) that converts the selected feedback content into chat-type data to the user portable terminal (10) and transmits the converted data to the user portable terminal (10).

In addition, the manager server 20 includes: a data input management unit 21 for storing the patient's biometric information collected from the personal medical device transmitted from the user portable terminal 10 and the lifestyle information collected from the personal medical device; an integrated smart management module 22 that analyzes the risk of metabolic syndrome based on the stored information data and recommends suitable exercise and customized diet and exercise management services for the user; a content management unit 23 for providing a diet suitable for the customized diet and exercise content according to the exercise management service; and a service management unit 24 that provides the customized diet, the exercise management service information, a diet suitable for the customized diet, and the exercise management service to the user portable terminal 10;

In addition, the chat server 30, the data conversion unit 31 for converting the chat data representing the content of the chat corresponding to the service provided by the service management unit of the manager server 20; a communication unit (32) providing the data converted by the data conversion unit (31) to the user portable terminal (10); and a database (33) for storing the chat data transmitted and received by the communication unit (32) as the chatting time and the processing time performed on the chatting data.

In addition, the input data management unit may include: a user information database unit for receiving and storing the patient's biometric information collected from the personal medical device and the lifestyle information collected from the personal medical device; Information log for receiving and storing information about the customized diet, the exercise management service information, the diet suitable for the customized diet and the exercise management service provided from the service management unit, information on food intake and exercise information Database unit; characterized in that it comprises a.

In addition, the integrated smart management module is characterized in that the analyzed metabolic syndrome risk is provided to the user portable terminal 10 through a notification function or a speaker.

The method of providing a self-management support service for metabolic syndrome of the present invention includes: transmitting biometric information of a patient collected from a personal medical device and lifestyle information collected from a personal medical device through a user portable terminal 10 (S100); receiving the biometric information and lifestyle information of the patient received from the user portable terminal 10, analyzing the metabolic syndrome-related information by the manager server 20, and selecting feedback contents according to the analysis result (S200); A step (S300) of converting the selected feedback content into chat-type data by the chat server 30 to the user portable terminal 10 and transmitting the converted data to the user portable terminal 10; characterized in that

In addition, the step (S200) of analyzing the metabolic syndrome-related information and selecting feedback contents according to the analysis result is performed from the patient's biometric information and personal medical device transmitted from the user portable terminal 10 and collected from the personal medical device. Storing the collected lifestyle information (S210), analyzing the metabolic syndrome risk based on the stored information data, and recommending an exercise suitable for the user and a customized diet and exercise management service (S220), and the customized Step (S230) of providing a diet suitable for a diet and exercise content according to the exercise management service, and the user portable the customized diet, the exercise management service information, a diet suitable for the customized diet and the exercise management service It is characterized in that it comprises a step (S240) of providing to the terminal (10).

In addition, the step of providing the customized diet, the exercise management service information, a diet suitable for the customized diet and the exercise management service to the user portable terminal (S240), the service management unit of the manager server (20) A step (S241) of converting into chat data representing the contents of chatting corresponding to the service provided by the service, and the step of providing the data converted by the data conversion unit (31) to the user portable terminal (10) (S242) and storing the transmitted/received chat data as the chatting time and the processing time performed on the chatting data (S243).

In addition, the step (S210) of storing the biometric information of the patient collected from the personal medical device transmitted from the user portable terminal 10 and the lifestyle information collected from the personal medical device (S210), the patient's biometric information collected from the personal medical device Step (S211) of receiving and storing information and lifestyle information collected from personal medical devices, and the provided customized diet, the exercise management service information, a diet suitable for the customized diet and the exercise management service It is characterized in that it comprises a step (S212) of receiving and storing the information log on the food information and the exercise information performed.

In addition, in the step (S220) of analyzing the metabolic syndrome risk based on the stored information data and recommending an exercise suitable for the user and a customized diet and exercise management service (S220), the analyzed metabolic syndrome risk is notified to the user portable terminal 10 It is characterized in that it is provided through a function or a speaker.

The manager server providing the metabolic syndrome self-management support service of the present invention receives the patient's biometric information and lifestyle information received from the user's portable terminal, analyzes the metabolic syndrome-related information, and selects feedback contents according to the analysis result A management server providing a self-management support service for metabolic syndrome, the data input management unit for storing biometric information of a patient collected from the personal medical device and lifestyle information collected from the personal medical device transmitted from the user's portable terminal; an integrated smart management module that analyzes the metabolic syndrome risk based on the stored information data and recommends suitable exercise and customized diet and exercise management services for the user; a content management unit that provides a diet suitable for the customized diet and exercise content according to the exercise management service; a service management unit for providing the customized diet, the exercise management service information, a diet suitable for the customized diet, and the exercise management service to the user portable terminal; It is characterized in that it comprises a.

In addition, the user portable terminal transmits the patient's biometric information collected from the personal medical device and the lifestyle information collected from the personal medical device, and the data input management unit, the patient's biometric information and personal medical care collected from the personal medical device a user information database unit for receiving and storing the lifestyle information collected from the device; Information log for receiving and storing information about the customized diet, the exercise management service information, the diet suitable for the customized diet and the exercise management service provided from the service management unit, information on food intake and exercise information Database unit; characterized in that it comprises a.

In addition, the patient's bio-information and lifestyle information received from the user's portable terminal are received, the metabolic syndrome-related information is analyzed, and the feedback content is selected according to the analysis result by memorizing the patient's past data and displaying the monthly or daily values. It is characterized in that it is provided on the display.

The self-management support service providing system for metabolic syndrome of the present invention according to the configuration as described above uses a smartphone to provide biometric information measured from personal medical devices possessed by a metabolic syndrome patient and lifestyle information such as meal, exercise, and stress using a smartphone. By simply collecting and analyzing the collected information to provide appropriate response methods, encouragement, and warnings in real time, patients with metabolic syndrome can effectively manage their health status.

1 is a diagram showing a schematic structure of a self-management support service providing system for metabolic syndrome of the present invention.
2 is a view showing a state of providing a self-management support service through real-time chatting using the self-management support service providing system for metabolic syndrome of the present invention.
Figure 3 is a diagram showing the configuration of the manager server of the self-management support service providing system of the present invention.
4 is a view showing a method of providing a self-management support service for metabolic syndrome according to the present invention.
5 is a diagram illustrating a method of analyzing metabolic syndrome-related information according to the present invention and selecting feedback contents according to the analysis result.
6 is a diagram illustrating a method of providing a self-management support service according to the present invention.
7 is a diagram illustrating a method of storing biometric information and lifestyle information of a patient according to the present invention.

Hereinafter, the self-management support service providing system for metabolic syndrome of the present invention will be described in detail with reference to the drawings.

In the following drawings, the same reference numerals refer to the same components, and the size of each component in the drawings may be exaggerated for clarity and convenience of description. Meanwhile, the embodiments described below are merely exemplary, and various modifications are possible from these embodiments. Hereinafter, what is described as "upper" or "upper" may include not only directly on in contact but also on non-contacting. Terms such as first, second, etc. may be used to describe various elements, but the elements should not be limited by the terms. The terms are used only for the purpose of distinguishing one component from another. The singular expression includes the plural expression unless the context clearly dictates otherwise. Also, when a part "includes" a component, it means that other components may be further included, rather than excluding other components, unless otherwise stated. In addition, terms such as “…unit” and “module” described in the specification refer to a unit that processes at least one function or operation.

1 is a view showing the schematic structure of the self-management support service providing system for metabolic syndrome of the present invention, Figure 2 is a self-management support service through real-time chat using the self-management support service providing system for metabolic syndrome of the present invention It is a view showing the state of providing, Figure 3 is a view showing the configuration of the manager server of the self-management support service providing system of the present invention.

The self-management support service providing system of the metabolic syndrome according to the present invention, the user portable terminal (10); manager server 20; chat server 30; is made including

The user portable terminal 10 serves to transmit the patient's biometric information collected from the personal medical device 1 and lifestyle information collected from the personal medical device 1 .

A personal medical device for collecting biometric information of a patient is a blood pressure monitor for measuring blood pressure, a blood glucose meter for measuring blood sugar, a body composition meter for measuring weight, body mass index, body fat percentage, muscle mass, etc., and gas exchange occurring in hemoglobin. and an oxygen saturation meter for measuring oxygen saturation.

In addition, as a personal medical device for collecting the patient's lifestyle information, an activity meter for measuring the amount of activity, such as a pedometer or a smart band, may be mentioned.

These personal medical devices are equipped with Bluetooth, NFC, or WiFi wireless transmission functions so that data can be collected by interworking with the user's portable terminal.

In addition to the patient's biometric information and lifestyle information, the information transmitted from the user portable terminal 10 may transmit image information such as food, oral medications, injections, and prescriptions photographed using a camera mounted on the terminal.

The manager server 20 receives the patient's biometric information and lifestyle information received from the user portable terminal, analyzes metabolic syndrome-related information, and selects feedback content according to the analysis result.

The manager server 20 is selected using an artificial intelligence algorithm in the process of selecting the feedback content according to the analysis result.

At the time of information analysis, any single information selected from blood pressure, blood sugar, and body composition for each symptom of metabolic syndrome can be used for analysis, and it can be analyzed using integrated information of a combination thereof.

In addition, when analyzing information, exercise and dietary information can also be analyzed using integrated information alone or in combination.

The chat server 30 serves to convert the selected feedback content into chat-type data to the user portable terminal 10 and transmit the converted data to the user portable terminal 10 .

The present invention, having the above configuration, conveniently collects biometric information and lifestyle information such as meal, exercise, and stress measured from personal medical devices owned by a metabolic syndrome patient using a smartphone, and analyzes the collected information in real time. As a result, metabolic syndrome patients can effectively manage their health status.

The manager server 20 includes a data input management unit 21 , an integrated smart management module, a content management unit 23 , and a service management unit 24 .

The data input management unit 21 stores the patient's biometric information collected from the personal medical device transmitted from the user portable terminal 10 and the lifestyle information collected from the personal medical device.

The integrated smart management module 22 serves to analyze the metabolic syndrome risk based on the stored information data, and to recommend an exercise suitable for the user and a customized diet and exercise management service.

The integrated smart management module 22 analyzes the cardiovascular disease risk and stroke disease risk by using the data stored from the data input management unit 21 , and determines a notification according to the risk level. In addition, a diet and exercise management service customized to the user is recommended by analyzing the user's diet and the user's service performance and health results, and information on food intake and the recommended exercise according to the customized diet and exercise management service recommended to the user Receive information log records for information and analyze service performance and health status.

The content management unit 23 serves to provide a diet suitable for the customized diet and exercise content according to the exercise management service.

The service management unit 24 provides the customized diet, the exercise management service information, a diet suitable for the customized diet, and the exercise management service from the integrated smart management module 22 to the user portable terminal 10 . plays a role

The chat server 30 includes a data conversion unit 31 , a communication unit 32 , and a database 33 .

The data conversion unit 31 serves to convert the chat data representing the contents of chatting corresponding to the service provided by the service management unit of the manager server 20 .

The communication unit 32 serves to provide the data converted by the data conversion unit 31 to the user portable terminal 10 .

The database 33 serves to store the chat data transmitted and received by the communication unit 32 as the chatting time and the processing time performed on the chatting data. The stored chat data can be searched to check the user's self-management status over time.

The data input management unit 21 includes a user information database unit 21a and an information log database unit 21b.

The user information database unit 21a serves to receive and store the patient's biometric information collected from the personal medical device and the lifestyle information collected from the personal medical device.

The information log database unit 21b, the customized diet provided from the service management unit 24, the exercise management service information, a diet suitable for the customized diet and food intake information according to the exercise management service and performed It serves to receive and store the information log for exercise information.

At this time, the manager server 20 receives the patient's biometric information and lifestyle information and not only analyzes metabolic syndrome-related information, but also transmits information similar to the information stored in the information log database unit 21b, pattern information If it is determined to be , a quick service can be provided using this stored data. In this case, when the transmitted information is analyzed using an artificial intelligence algorithm, a similar judgment is performed using machine learning, a neural network, or a deep learning algorithm.

The integrated smart management module 22 preferably provides encouragement, warning, etc. to the user portable terminal 10 through a notification function or a speaker according to the analyzed metabolic syndrome risk.

At this time, use the linkage tool (SDK) provided by the mobile chat messenger service provider so that it can be provided through the software for the chat service, or use the voice chat linkage tool (SDK) provided by the artificial intelligence speaker manufacturer to use the artificial intelligence speaker to provide real-time analysis results.

As described above, the present invention enables efficient self-management for the user by providing the analyzed metabolic syndrome risk to the user portable terminal 10 through a notification function or a speaker.

The chat server 30 may be implemented as a chat server having its own database, and may implement a chat server by interworking with an external natural language processing unit.

In the case of a chat server linking an external natural language processing unit, an input unit that receives a natural language input by a user, a communication unit that communicates with a plurality of external chat servers, and a plurality of natural language features and user characteristics are analyzed. It may include a processor for controlling the communication unit to determine a chat server corresponding to the natural language among the chat servers, and to transmit the natural language to the determined chat server to receive a response to the natural language. In this case, the plurality of chat servers provide a response by analyzing the natural language input by the user using a rule-based or artificial intelligence algorithm.

In addition, when natural language is analyzed using an artificial intelligence algorithm, a response is provided using machine learning, a neural network, or a deep learning algorithm.

4 is a diagram showing a method of providing a self-management support service for metabolic syndrome according to the present invention, and FIG. 5 is a diagram showing a method of analyzing metabolic syndrome-related information according to the present invention and selecting feedback contents according to the analysis result, 6 is a diagram illustrating a method of providing a self-management support service according to the present invention, and FIG. 7 is a diagram illustrating a method of storing biometric information and lifestyle information of a patient according to the present invention.

By using the self-management support service providing system for metabolic syndrome of the present invention having the above configuration, the self-management support service for metabolic syndrome is provided in the following way.

First, the patient's biometric information collected from the personal medical device and the lifestyle information collected from the personal medical device are transmitted through the user portable terminal 10 ( S100 ).

Next, the patient's biometric information and lifestyle information received from the user portable terminal 10 are received, the metabolic syndrome-related information is analyzed by the manager server 20, and feedback content is selected according to the analysis result (S200).

Then, the selected feedback content is converted into chat-type data by the chat server 30 to the user portable terminal 10, and the converted data is transmitted to the user portable terminal 10 (S300).

The step (S200) of analyzing the metabolic syndrome-related information and selecting feedback contents according to the analysis result includes the patient's biometric information collected from the personal medical device transmitted from the user portable terminal 10 and collected from the personal medical device. A step of storing lifestyle information (S210), analyzing the metabolic syndrome risk based on the stored information data, and recommending an exercise suitable for the user and a customized diet and exercise management service (S220), and the customized diet A step (S230) of providing exercise content according to a diet and exercise management service suitable for It is preferable to include the step (S240) of providing as 10).

In addition, the step (S240) of providing the customized diet regimen, the exercise management service information, a diet suitable for the customized diet regimen, and the exercise management service to the user portable terminal (S240) (S240) of the manager server (20) A step of converting chat data representing the contents of chatting corresponding to the service provided by the service management unit (S241), and providing the data converted by the data conversion unit 31 to the user portable terminal 10 (S242) and storing the transmitted and received chat data as the chatting time and the processing time performed on the chatting data (S243).

In addition, the step of storing the biometric information of the patient collected from the personal medical device and the lifestyle information collected from the personal medical device transmitted from the user portable terminal 10 (S210), the patient's biometric information collected from the personal medical device Step (S211) of receiving and storing information and lifestyle information collected from personal medical devices, and the provided customized diet, the exercise management service information, a diet suitable for the customized diet and the exercise management service It is preferable to include a step (S212) of receiving and storing the information log for food information and performed exercise information.

In addition, in the step (S220) of analyzing the metabolic syndrome risk based on the stored information data and recommending an exercise suitable for the user and a customized diet and exercise management service (S220), the analyzed metabolic syndrome risk is notified to the user portable terminal 10 It is preferably provided through a function or a speaker.

The manager server providing the metabolic syndrome self-management support service of the present invention receives the patient's biometric information and lifestyle information received from the user's portable terminal, analyzes the metabolic syndrome-related information, and selects the feedback content according to the analysis result .

Here, the data input management unit for storing the biometric information of the patient collected from the personal medical device transmitted from the user portable terminal and the lifestyle information collected from the personal medical device; an integrated smart management module that analyzes the metabolic syndrome risk based on the stored information data and recommends suitable exercise and customized diet and exercise management services for the user; a content management unit that provides a diet suitable for the customized diet and exercise content according to the exercise management service; a service management unit for providing the customized diet, the exercise management service information, a diet suitable for the customized diet, and the exercise management service to the user portable terminal; It is preferable to include

On the other hand, the user portable terminal transmits the patient's biometric information collected from the personal medical device and the lifestyle information collected from the personal medical device, and the data input management unit, the patient's biometric information and personal medical care collected from the personal medical device a user information database unit for receiving and storing the lifestyle information collected from the device; Information log for receiving and storing information about the customized diet, the exercise management service information, the diet suitable for the customized diet and the exercise management service provided from the service management unit, information on food intake and exercise information It is preferable to include a database unit.

In addition, the patient's biometric information and lifestyle information received from the user's portable terminal are received, the metabolic syndrome-related information is analyzed, and the feedback content is selected according to the analysis result by memorizing the patient's past data and displaying the values displayed by month or day. can be provided on the display.

[Example]

1. Blood pressure measurement time, measurement results, situation factors such as exercise, blood pressure determination reflecting previous blood pressure status, and self-management support service using feedback algorithm

By classifying subjects and blood pressure status, the contents assigned to status classification are extracted for the feedback of patients with metabolic syndrome.

However, within 20 minutes before receiving the measurement result, it is possible to extract the content assigned to the exception status classification by checking the presence or absence of information on situational factors such as exercise, food intake, drinking, and smoking. In addition, it is possible to provide the patient with additional content that is assigned by matching the blood pressure measurement result within one hour before receiving the measurement result. 8 shows contents provided to users by classifying blood pressure states according to blood pressure measurement results according to subject classification.

2. Self-management support service using blood sugar determination and feedback algorithm reflecting situational factors such as blood sugar measurement time, measurement result, meal status, exercise status, acute disease status, and previous blood sugar status

By classifying the status according to subject classification and blood glucose measurement status and measurement values, the contents assigned to the status classification are extracted for the feedback of patients with metabolic syndrome.

However, it is possible to extract the content assigned to the exception status classification by checking the presence or absence of information on situational factors such as exercise, food intake, and drinking within 60 minutes before receiving the measurement result.

In addition, it helps the patient to manage more easily by providing the patient with additional content that is assigned by matching the blood glucose measurement result within an hour before receiving the measurement result.

9 and 10 show contents provided to a user by classifying blood glucose states according to blood glucose measurement results according to subject classification.

3. Body composition (weight, body fat mass, muscle mass, body water, bone mass, etc.) measurement time, measurement results, situation factors such as before or after a meal, body composition determination reflecting previous body composition status, and self-management support service using a feedback algorithm

According to the measurement result of body composition, the contents assigned to the status classification such as muscle mass increase, weight loss, anti-obesity drugs, and bariatric surgery are extracted for the feedback of patients with metabolic syndrome.

The extracted contents are not provided only when the measurement results are received, but are provided along with the management program for 1 to 3 months.

However, it is possible to extract the content assigned to the exception status classification by checking the presence or absence of information on situational factors such as exercise, food intake, and drinking within 8 hours before receiving the measurement result.

In addition, it is possible to provide the patient with additional content that is assigned to match the weight measurement results within 7 days before receiving the measurement results.

11 shows contents provided to users by classifying body composition states according to body composition (body mass index) measurement results according to subject classification.

4. Self-management support service using a judgment and feedback algorithm that reflects the exercise start time, exercise intensity, duration, situation factors such as blood sugar, blood pressure, weight, meal availability, meal amount, and previous exercise status

Contents are extracted and provided to patients with metabolic syndrome by reflecting situational factors such as exercise start time, exercise intensity, duration, blood sugar, blood pressure, weight, meal status, and amount of food, and previous exercise status.

5. Self-management support service using a judgment and feedback algorithm reflecting the meal start time, meal amount, meal type, situation factors such as blood sugar, blood pressure, weight, body fat mass, muscle mass, and previous eating status

Based on the meal records collected in real time, it provides feedback content on intake calories and nutritional composition.

In addition, feedback content related to recommended calorie intake is extracted and provided according to the formula below.

12 shows contents provided to users by classifying the activity intensity according to the recommended intake calorie.

In addition, according to the food exchange table standards, the type and amount of food to be consumed is assigned to each patient, compared with the meal information collected in real time, and the contents assigned to the classification of the fetus are extracted for the feedback of patients with metabolic syndrome. The extracted contents are not provided only when the measurement results are received, but are provided along with the management program for 1 to 3 months. In addition, it is possible to provide the patient with additional content assigned by comparing the received dietary record or weight measurement result within 7 days before receiving the measurement result.

13 shows the contents providing the type and amount of food to be consumed for each patient according to the food exchange table standard.

6. Self-management support service using a judgment and feedback algorithm that reflects the situation factors such as medication time, drug name, injection name, dose, meal status, exercise status, etc.

It is possible to extract drug name or injection information by linking with the government-provided DUR (Safety Use Service), etc. In addition, information on a prescribed drug or injection can be extracted from an image of a prescription by using OCR technology. In addition, it is possible to receive information in which the metabolic syndrome patient directly enters the name of the drug or injection.

Based on the received drug or injection information, it obtains medication guidance information such as medication method and side effects from the government-provided DUR (Safety Use Service), etc., and feeds it back to the patient.

The technical idea should not be interpreted limited to the above-described embodiment of the present invention. Various modifications can be made at the level of those skilled in the art without departing from the gist of the present invention as claimed in the claims. Accordingly, such improvements and modifications fall within the protection scope of the present invention as long as it is apparent to those skilled in the art.

User portable terminal (10)
Admin Server(20)
data entry management unit (21)
User information database unit 21a
Information log database unit (21b)
Integrated Smart Management Module(22)
content management unit (23)
Service Management Department (24)
Chat Server (30)
data conversion unit (31)
communication unit (32)
Database(33)

Claims (13)

a user portable terminal 10 for transmitting biometric information of a patient collected from personal medical devices, lifestyle information collected from personal medical devices, and image information of food, injections, and prescriptions;
a manager server 20 that receives the patient's biometric information, lifestyle information and food, injection, and prescription image information received from the user's portable terminal, analyzes metabolic syndrome-related information, and selects feedback content according to the analysis result;
and a chat server 30 that converts the selected feedback content into chat-type data to the user portable terminal 10 and transmits the converted data to the user portable terminal 10;
The manager server 20,
a data input management unit 21 for storing biometric information of a patient collected from a personal medical device transmitted from the user portable terminal 10, lifestyle information collected from a personal medical device, and image information of food, injection, and prescription;
Analyzes cardiovascular disease risk and stroke disease risk using data stored from the data input management unit 21, determines notification according to risk, and analyzes user's diet and user's service performance and health results to customize to the user Integration that recommends the diet and exercise management service recommended to the user and analyzes the service performance and health status by receiving the information log record of the food intake information and the recommended exercise information according to the customized diet and exercise management service recommended to the user smart management module 22;
a content management unit 23 for providing a diet suitable for the customized diet and exercise content according to the exercise management service;
and a service management unit 24 for providing the customized diet, the exercise management service, a diet suitable for the customized diet, and the exercise management service to the user portable terminal 10;
The chat server 30,
a data conversion unit 31 for converting chat data representing contents of chatting corresponding to the service provided by the service management unit of the manager server 20;
a communication unit (32) providing the data converted by the data conversion unit (31) to the user portable terminal (10);
and a database 33 for storing the chat data transmitted and received by the communication unit 32 as a chat time and a processing time performed on the chat data;
The data input management unit,
a user information database unit for receiving and storing the patient's biometric information collected from the personal medical device and the lifestyle information collected from the personal medical device;
Information log database for receiving and storing information on food information and exercise information performed according to the customized diet, the exercise management service, the diet suitable for the customized diet and the exercise management service provided from the service management unit consists of;
The integrated smart management module 22 provides the analyzed metabolic syndrome risk to the user portable terminal 10 through a notification function or a speaker,
The manager server 20 receives the patient's biometric information, lifestyle information and food, injection, and prescription image information and analyzes metabolic syndrome-related information, as well as the transmitted patient's biometric information, lifestyle information and food , using machine learning, neural network, or deep learning algorithm to determine similarity between image information of injections and prescriptions and the information stored in the information log database unit, and if it is determined as similar pattern information, using this stored data to enable the service to be provided,
The chat server 30 is implemented as a chat server by interworking with an external natural language processing unit, an input unit for receiving a natural language input by a user, a communication unit for communicating with a plurality of external chat servers, and features and users for natural language and a processor for controlling the communication unit to determine a chat server corresponding to a natural language from among a plurality of chat servers by analyzing the characteristics of the chat server, and to transmit the natural language to the determined chat server to receive a response to the natural language,
The manager server 20 receives the transmitted image information of injections and prescriptions, extracts drug names or injection information in conjunction with DUR (medical safe use service) provided by the government, obtains medication guidance information, and provides feedback to the patient Self-management support service providing system for metabolic syndrome, characterized in that. delete delete delete delete delete delete delete delete delete delete delete delete

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