KR102481982B1 - Apparatus for providing health guide and methods thereof - Google Patents

Abstract

According to one embodiment disclosed in the document, an apparatus for providing a health guide, which can provide a health guide constantly updated according to a change in a condition of a user, may include: an information acquiring unit which acquires health-related information on a user; a score conversion unit which converts the health-related information into a health condition score based on a first scoring method that provides different weights according to an information type, calculates a condition item score by reflecting the health condition score to a pre-classified condition item, and calculates an individual health-type score by reflecting the condition item score to an individual health type according to pre-classified health types; and an analysis unit which analyzes the individual health type and an integrated health type of the user based on the individual health-type score and outputs a recommendation health guide corresponding to the integrated health type.

Description

Health guide providing device and method {APPARATUS FOR PROVIDING HEALTH GUIDE AND METHODS THEREOF}

Embodiments disclosed in this document relate to an apparatus and method for providing a health guide.

With the improvement of living standards, modern people's interest in health, wellbeing or wellness is increasing.

Along with this interest of the times, the data analysis method by personal health data collection is being advanced. Modern people can monitor personal health conditions and receive personalized health management services (health guides) in various ways through various media such as smartphones.

A health guide required for each individual may be different according to the individual's health condition. An individual's health status is based on innate information about the individual's health (eg, physical characteristics, genetic information, etc.) and acquired information (eg, individual's health history, individual's perception of health, health field of interest, lifestyle, etc.) can be determined by Therefore, it is necessary to analyze the health condition based on personal health information (congenital information and/or acquired information) and derive an algorithm for recommending a health guide based on the analysis result.

(Patent Document 1) KR 10-1808541 B1

There is a need to provide a device and an algorithm that comprehensively reflects congenital and acquired information about an individual's health, analyzes a health condition, and provides a health guide according to the analysis result.

It is necessary to classify health conditions according to the results of comprehensive analysis of personal health information.

There is a need to provide a customized health guide according to the individual's health condition analysis result (eg, health condition type).

It is necessary to prepare clinical grounds to provide health guides based on the results of individual health status analysis.

If there is a change in the individual's health condition, it is necessary to provide a health guide that is continuously updated to reflect it.

It is acknowledged that the background technology of the invention and the matters described in the problem to be solved above are only for the purpose of improving the understanding of the present invention, and correspond to the prior art already known to those skilled in the art. will not be accepted.

An apparatus for providing a health guide according to an embodiment disclosed in this document provides health-related information based on an information acquisition unit that acquires health-related information of a user and a first scoring method that assigns different weights according to information types. score, calculate the condition item score by reflecting the health condition score to the pre-classified condition item, and calculate the individual health type score by reflecting the condition item score to the individual health type according to the pre-classified health type It may include a score conversion unit, an analysis unit that analyzes the individual health type and the user's general health type based on the individual health type score, and outputs a recommended health guide corresponding to the general health type.

According to an embodiment, the health-related information may include health questionnaire information.

According to one embodiment, the health-related information may further include health examination information, DTC genetic test information, or life record information.

According to an embodiment, the life record information may include the number of steps, exercise record, blood pressure, weight, bowel movements, moisture, or physiological information.

According to one embodiment, the health type may include health status, diet, exercise, and lifestyle types.

According to an embodiment, the individual health type score includes a green signal score and a red signal score, and the analyzer may analyze the individual health type based on the green signal score and the red signal score.

According to an embodiment, the analyzer may reanalyze the individual health type and the comprehensive health type based on disease criterion information.

According to an embodiment, the information acquisition unit may further acquire information on the functional region of interest, and the analysis unit may further analyze a sub health type based on the information on the functional region of interest.

According to an embodiment, the recommended health guide may include recommended foods, recommended health functional foods, or recommended functional ingredients corresponding to the sub health types.

According to an embodiment, the recommended health guide may include customized phrases based on the health-related information.

A method for providing a health guide according to an embodiment disclosed in this document is based on a first scoring method that assigns different weights according to an operation of acquiring health-related information of a user and an information type, and converts the health-related information into a health state score. An operation of converting, an operation of reflecting the health state score to pre-classified state items to calculate a state item score, and an operation of calculating an individual health type score by reflecting the state item score to an individual health type according to a pre-classified health type. An operation of analyzing an individual health type and a general health type of the user based on the individual health type score, and an operation of outputting a recommended health guide corresponding to the general health type.

According to an embodiment, the health-related information may include health questionnaire information.

According to one embodiment, the health-related information may further include health examination information, DTC genetic test information, or life record information.

According to an embodiment, the life record information may include the number of steps, exercise record, blood pressure, weight, bowel movements, moisture, or physiological information.

According to one embodiment, the health type may include health status, diet, exercise, and lifestyle types.

According to an embodiment, the individual health type score includes a green signal score and a red signal score, and the operation of analyzing the individual health type may be based on the green signal score and the red signal score.

According to an embodiment, an operation of reanalyzing the individual health type and the comprehensive health type based on disease criterion information may be further included.

According to an embodiment, the method may further include obtaining information on the functional area of interest of the user and analyzing a sub health type based on the information on the functional area of interest.

According to an embodiment, the recommended health guide may include recommended foods, recommended health functional foods, or recommended functional ingredients corresponding to the sub health types.

According to an embodiment, the recommended health guide may include customized phrases based on the health-related information.

According to the health guide providing device and the health guide providing method according to the disclosure of this document, the user's health state can be analyzed by comprehensively reflecting innate and acquired information about the user's health.

According to the health guide providing apparatus and health guide providing method according to the disclosure of this document, the user's health status can be classified according to a result of comprehensively analyzing health information.

According to the health guide providing apparatus and health guide providing method according to the disclosure of this document, a customized health guide may be provided according to a result of analyzing a user's health condition.

According to the health guide providing apparatus and health guide providing method according to the disclosure of this document, clinical evidence can be supplemented in recommending a health guide according to a result of analyzing a user's health condition.

According to the health guide providing apparatus and health guide providing method according to the disclosure of this document, it is possible to provide a continuously updated health guide according to changes in a user's health condition.

Effects of the health guide providing device and health guide providing method according to the disclosure of this document are not limited to the effects mentioned above, and other effects not mentioned may be clearly understood by those skilled in the art according to the disclosure of this document. will be.

1 is a diagram illustrating a health guide providing device, a user, and an electronic device according to an embodiment disclosed herein.
2 is a block diagram showing an apparatus for providing a health guide according to an embodiment disclosed in this document.
3, 4 and 5 are diagrams illustrating a health guide providing method according to an embodiment disclosed in this document.
FIG. 6 is a diagram simply showing an apparatus for providing a health guide including a memory module according to an embodiment disclosed herein.
In connection with the description of the drawings, the same or similar reference numerals may be used for the same or similar elements.

Hereinafter, various embodiments of the present invention will be described with reference to the accompanying drawings. However, it should be understood that this is not intended to limit the present invention to the specific embodiments, and includes various modifications, equivalents, and/or alternatives of the embodiments of the present invention.

Various embodiments of this document and terms used therein are not intended to limit the technical features described in this document to specific embodiments, but should be understood to include various modifications, equivalents, or substitutes of the embodiments. In connection with the description of the drawings, like reference numbers may be used for like or related elements. The singular form of a noun corresponding to an item may include one item or a plurality of items, unless the relevant context clearly dictates otherwise.

In this document, "A or B", "at least one of A and B", "at least one of A or B", "A, B or C", "at least one of A, B and C", and "A Each of the phrases such as "at least one of , B, or C" may include any one of the items listed together in that phrase, or all possible combinations thereof. Terms such as "first", "second", "first", "second", "A", "B", "(a)" or "(b)" simply refer to that component as another corresponding component. It can be used to distinguish from, and unless specifically stated to the contrary, the corresponding components are not limited in other respects (eg, importance or order).

In this document, we use the terms "connecting", "coupled", "coupled", with or without the terms "functionally" or "communicatively", to another (e.g., second) component (eg, a first) component. " or "connected" or "coupled" or "connected", it means that the component is directly (e.g. wired), wirelessly, or a third component to the other component. means that it can be connected through

According to one embodiment, the method according to various embodiments disclosed in this document may be included and provided in a computer program product. Computer program products may be traded between sellers and buyers as commodities. A computer program product is distributed in the form of a machine-readable storage medium (e.g. compact disc read only memory (CD-ROM)), or distributed online (e.g. via an application store or directly between two user devices). : can be downloaded or uploaded). In the case of online distribution, at least part of the computer program product may be temporarily stored or temporarily created in a device-readable storage medium such as a manufacturer's server, an application store server, or a relay server's memory.

According to various embodiments, each component (eg, module or program) of the above-described components may include a single object or a plurality of entities, and some of the plurality of entities may be separately disposed in other components. there is. According to various embodiments, one or more components or operations among the aforementioned corresponding components may be omitted, or one or more other components or operations may be added. Alternatively or additionally, a plurality of components (eg modules or programs) may be integrated into a single component. In this case, the integrated component may perform one or more functions of each of the plurality of components identically or similarly to those performed by a corresponding component of the plurality of components prior to the integration. . According to various embodiments, the actions performed by a module, program, or other component are executed sequentially, in parallel, iteratively, or heuristically, or one or more of the actions are executed in a different order, or omitted. or one or more other actions may be added.

1 is a diagram illustrating a health guide providing device, a user, and an electronic device according to an embodiment disclosed herein.

Referring to FIG. 1 , the health guide providing apparatus 100 may recommend a health guide to a user. According to an embodiment, the health guide providing device 100 may operate in association with the electronic device 120 . The health guide providing device 100 may analyze the user's health-related information and analyze the user's general health type. According to the embodiment, the health guide may include a description of the user's general health type, customized eating habits, customized exercise habits, and/or customized lifestyle guidelines. For example, the health guide providing device 100 may provide a description of the user's comprehensive health type and provide a guide for customized eating habits, customized exercise habits, and/or customized lifestyles for the user's comprehensive health type. there is.

According to an embodiment, the health guide providing device 100 may obtain health-related information of the user. According to an embodiment, the health-related information may include health questionnaire information. Health questionnaire information may include common questionnaire information and detailed questionnaire information. According to an embodiment, the health-related information may further include health examination information, DTC genetic test information, or life record information. According to an embodiment, the life record information may include the number of steps, exercise record, blood pressure, weight, bowel movements, moisture, or physiological information.

The health guide providing apparatus 100 may analyze the user's health-related information and recommend a customized health guide to the user. A detailed description of the health guide providing device 100 may refer to FIG. 2 .

A user may input health-related information into the health guide providing device 100 . According to the embodiment, the user may input health-related information (eg, health questionnaire information, health examination information, DTC genetic test information, or life record information) into the health guide providing device 100 . For example, the user may input health questionnaire information into the health guide providing device 100 . For example, the user may input health examination information and/or DTC genetic test information into the health guide providing device 100 . According to the embodiment disclosed in this document, in order to input health checkup information and/or DTC gene test information into the health guide providing device 100, the user inputs the health checkup result sheet and/or DTC into the health guide providing device 100. You can upload genetic test results or manually enter health checkup results and/or DTC genetic test results.

According to the embodiment, the user may input health-related information (eg, health questionnaire information, health examination information, DTC genetic test information, or life record information) into the health guide providing device 100 using the electronic device 120. there is. According to the embodiment, the user may input health-related information through an application installed on the electronic device 120 . For example, the user may input life record information into the health guide providing device 100 using the electronic device 120 . For example, the user may input the number of steps, exercise record, blood pressure, weight, defecation, moisture, or physiological information into the health guide providing device 100 using the electronic device 120 .

According to the embodiment, the user may automatically and/or manually input health-related information into the health guide providing device 100 using the electronic device 120 . According to an embodiment, the electronic device 120 may include a wearable device (smart phone, smart watch, etc.).

For example, a user may automatically input the number of steps or an exercise record into the health guide providing apparatus 100 using a wearable device. For example, the wearable device may automatically input an exercise record by tracking the user's number of steps and cumulatively summing playback times of exercise videos provided within an application of the wearable device, but is not limited thereto.

For example, a user may manually input blood pressure, weight, bowel movement, moisture, or physiological information into the health guide providing apparatus 100 using a wearable device. For example, through the wearable device, seven types of stool (types 1 and 2 = constipation, types 3 and 4 = normal, type 5 = lack of dietary fiber, 6, Type 7 = diarrhea) is provided as an image, and the user can select the shape of the stool based on the provided image. For example, a user may input a record of a monthly physiological state using a wearable device.

According to an embodiment, the electronic device 120 may input health-related information into the health guide providing device 100 . According to embodiments, the electronic device 120 may include an external device communicating with the health guide providing device 100 . For example, the electronic device 120 may correspond to an external server that stores the user's health examination results and/or DTC genetic test results. For example, the external server may communicate with the health guide providing device 100 and deliver a health checkup result and/or a DTC genetic test result to the health guide providing device 100 .

Contents in which the health guide providing device 100 obtains health-related information from the electronic device 120 are not limited to the examples disclosed above.

The health guide providing apparatus 100 may provide a health guide to a user based on health-related information. The health guide providing apparatus 100 may provide a health guide to a user based on health-related information using a built-in algorithm. A detailed configuration and operation of the health guide providing device 100 will be described with reference to FIG. 2 .

The health guide providing apparatus 100 may provide additional health guides to the user. According to an embodiment, the additional health guide may include balance information, a push message for health functional food intake, and/or a push message for menstruation.

The health guide providing device 100 may acquire information on health functional foods (or functional ingredients) consumed by the user. According to an embodiment, the health guide providing device 100 may obtain information on nutritional components and/or functional information of the health functional food by utilizing the OCR character recognition function of the health functional food (or functional ingredient). According to another embodiment, the user may manually input nutritional components and/or function information of the health functional food (or functional raw material). According to another embodiment, the health guide providing device 100 inputs the product name of the health functional food (or functional raw material) consumed by the user through the product search function, thereby providing nutritional components and/or Alternatively, function information may be acquired. The health guide providing device 100 may provide the user with basic information about the health functional food (or functional ingredient) that the user is taking. According to an embodiment, the basic information may include product name, manufacturer name, recommended intake amount, precautions for intake, functional content, component information, and the like.

The health guide providing device 100 may check the balance of the functional health food (or functional ingredient) consumed by the user, and provide information on the balance of the functional health food (or functional ingredient) to the user. The balance information may include information on whether the intake of the health functional food (or functional raw material) is insufficient, appropriate, or excessive. For example, the health guide providing apparatus 100 may store intake information data for information on health functional foods (or functional ingredients) consumed by the user in a database. According to an embodiment, the health guide providing device 100 may analyze intake information data based on a daily recommended intake provided by the Ministry of Food and Drug Safety. According to an embodiment, the health guide providing device 100 may check the balance of whether the user's intake of health functional food (or functional ingredient) is insufficient, appropriate, or excessive through analysis of intake information data. According to an embodiment, after checking the balance, the health guide providing apparatus 100 may provide balance information to the user.

The health guide providing device 100 may provide a health functional food (or functional raw material) intake alarm to the user. According to the embodiment, a user may register a health functional food (or functional raw material) for which an intake alarm is desired in the health guide providing device 100 . According to the embodiment, the user may register time information for which an intake alarm is desired in the health guide providing device 100 . According to an embodiment, the health guide providing device may provide the user with a push message regarding health functional food intake based on time information registered by the user. According to the embodiment, the push message may include a message encouraging consumption of health functional food. According to the embodiment, the push message may include a function of confirming whether health functional food is consumed.

The health guide providing apparatus 100 may obtain physiological information of the user. The health guide providing device 100 may calculate an estimated date of menstruation and/or a fertile period based on menstrual information, and may provide a push message about menstruation to the user. According to an embodiment, the push message may include expected menstrual date information and/or fertile period information.

2 is a block diagram showing an apparatus for providing a health guide according to an embodiment disclosed in this document.

Referring to FIG. 2 , the health guide providing device 200 may include an information acquisition unit 210 , a score conversion unit 220 , and an analysis unit 230 . Hereinafter, the health guide providing device 100 will be described with reference to FIG. 1 .

The health guide providing device 200 may have substantially the same configuration as the health guide providing device 100 of FIG. 1 .

The information acquisition unit 210 may obtain health-related information of the user. According to the embodiment, the information acquisition unit 210 may obtain health-related information of the user from the electronic device 120 .

According to an embodiment, the health-related information may include health questionnaire information. Health questionnaire information may include common questionnaire information and detailed questionnaire information.

The health questionnaire information may refer to a user's answer to the health questionnaire. The health questionnaire may include a common questionnaire and detailed questionnaire, and the common questionnaire and detailed questionnaire information may refer to a user's answer to the common questionnaire and detailed questionnaire, respectively. The common questionnaire may include a questionnaire to determine the user's general health condition, and the detailed questionnaire may include a questionnaire to identify health conditions related to functional areas of health functional foods or functional ingredients recognized by the Ministry of Food and Drug Safety. According to the embodiment, the common questionnaire and the detailed questionnaire may be selected through consultation of a clinical expert.

For example, the area of the health questionnaire may be configured as shown in [Table 1] below.

common survey
(Total 34 questions) detailed questionnaire
(280 questions in total) division number division number division number Basic Information 5 body fat reduction 10 stress relief 9 Medical history and allergies 4 blood sugar control 6 Improved memory/cognitive ability 14 Intake of medicines and health functional foods 2 blood pressure control 8 skin improvement 9 eating habits 11 Blood triglyceride improvement 7 joint/bone health 14 lifestyle 11 improve blood cholesterol 9 Oral/dental/gum health 11 Functional choice One blood circulation health 8 Improvement of premenstrual syndrome 10 liver health 11 increase endurance 11 eye health 11 menopausal men's health 11 menopausal women's health 11 Improvement of urination function 6 gut health 12 urinary tract health 5 stomach health 13 sleep health 9 prostate health 9 hair health 8 respiratory health 8 antioxidant 7 fatigue improvement 11 promote calcium absorption 9 improve immune function 7 nutritional supplement 6

According to the embodiment, the common questionnaire may consist of a total of 6 categories of basic information, disease history and allergy, intake of medicines and health functional foods, eating habits, lifestyle, and functional selection, and may include a total of 34 items. .

The basic information category may include questions for identifying basic information such as gender, age, height, weight, and pregnancy/lactation or menopause in the case of women. According to the embodiment, the basic information may consist of a total of five items.

The category of disease history and allergy may include questions for identifying past and present disease history, family history, and food and daily life allergies. According to the embodiment, the category of disease history and allergy may consist of a total of four items.

The category of drug and health functional food intake may include questions to determine the history of drug administration and health functional food intake. According to the embodiment, the category of intake of medicines and health functional foods may consist of a total of two items.

Eating habits category and lifestyle category identify meal time regularity, eating out, basic food group/instant/sugar/high fat food intake frequency, caffeine/drinking/smoking/sunlight exposure/sleep/physical activity (exercise, sedentary lifestyle)/stress level You can include items to do. According to the embodiment, each of the eating habits category and the lifestyle category may consist of 11 items.

The functional selection category may include items for the user to detect discomfort or to identify areas where improvement is desired. According to the embodiment, the functional selection category may include items configured in consideration of a predetermined functional area of health functional food. According to the embodiment, the functional selection category may consist of a total of one item.

According to the embodiment, the user may select a functional area from questions in a functional selection category among common questionnaires, and may additionally respond to a detailed questionnaire corresponding to the selected functional area.

The detailed questionnaire may include questions about the factors of reduced bioregulatory function or symptoms of reduced bioregulatory function. According to an embodiment, the detailed questionnaire may include questions for identifying the degree of deterioration of bioregulatory function according to the user's health condition for each functional area of the functional health food and/or functional ingredient.

According to the embodiment, the detailed questionnaire may consist of a total of 30 areas and may include a total of 280 items.

According to the embodiment, the areas of the detailed questionnaire are nutritional supplements for nutrients (e.g., vitamins, minerals, proteins, etc.) corresponding to notified raw materials (a total of 6 questions), and functional evaluation as a new functional area by the Ministry of Food and Drug Safety. Hair health area (total of 8 questions), and 28 functional areas recognized by the Ministry of Food and Drug Safety - body fat reduction area (total of 10 questions), blood sugar control area (total of 6 questions), blood pressure Control domain (total 8 questions), blood triglyceride improvement domain (total 7 questions), blood cholesterol improvement domain (total 9 questions), blood circulation health domain (total 8 questions), liver health domain (total 11 questions) ), eye health area (total of 11 items), menopausal women's health area (total of 11 items), intestinal health area (total of 12 items), stomach health area (total of 13 items), prostate health area (total of 9 items) items), respiratory health area (total of 8 questions), fatigue improvement area (total of 11 questions), immune function improvement area (total of 7 questions), stress relief area (total of 9 questions), memory and cognitive ability improvement area (total of 14 questions), skin improvement area (total of 9 questions), joint and bone health area (total of 14 questions), oral/dental/gum health area (total of 11 questions), premenstrual syndrome improvement area (total of 14 questions) 10 questions), endurance enhancement domain (total 11 questions), menopausal men's health domain (total 11 questions), urination function improvement domain (total 6 questions), urinary tract health domain (total 5 questions), sleep health domain (total of 9 questions), antioxidant domain (total of 7 questions), and calcium absorption promotion domain (total of 9 questions).

According to an embodiment, the health-related information may further include health examination information. Health-related information may refer to user information related to health examination items. The health checkup information may include information for checking the user's current health condition.

The health examination may include health examination data from the National Health Insurance Service. Health checkup items can be composed of 6 categories and can include a total of 30 items. According to the embodiment, the health examination items may include a basic information category, a general information category, a blood category, a disease history category, a drinking and smoking category, and an exercise category.

The basic information category and the general information category may include items to determine name, date of birth, gender, checkup date, waist circumference, height, weight, blood pressure, urine protein, disability and type.

The blood category may include items for identifying index values that can be checked through a blood test. According to an embodiment, the blood category may include items for determining triglyceride, total cholesterol, HDL-cholesterol, LDL-cholesterol, AST, ALT, gamma GTP, serum creatinine, hemoglobin, and fasting blood sugar.

The disease history category may include items for determining the disease history of the patient and the disease history of a family member.

The drinking and smoking category may include items for determining the number of days of drinking, amount of alcohol, smoking status, smoking period, and amount of smoking.

The exercise category may include items for identifying exercise intensity (violent/moderate/light) and exercise days. The exercise category may consist of a total of two items.

According to an embodiment, the information acquisition unit 210 may further acquire information on the functional region of interest. The functional area of interest information may include one or more detailed questionnaire information (health questionnaire information). When inputting an answer to a detailed questionnaire, the user may designate a functional area of interest. According to an embodiment, a user may designate one or more functional areas of interest. Functional area of interest information may mean answer information to a questionnaire designated as a functional area of interest by the user. For example, a user may designate a body fat reduction region and a blood sugar control region as functional regions of interest. In this case, the functional area of interest information may include detailed questionnaire information on body fat reduction and detailed questionnaire information on blood sugar control.

The information acquisition unit 210 may obtain the user's health checkup result registered with the National Health Insurance Corporation as raw-data when the user consents to the use of personal information. According to the embodiment, the information acquisition unit 210 may acquire the user's health checkup result registered with the National Health Insurance Service by using data scraping technology. According to the embodiment, the health checkup information may include the most recent health checkup result among the user's health checkup results registered with the National Health Insurance Service.

The health checkup information may include an outbreak statistical index and an outbreak statistical index risk. According to the embodiment, the information acquisition unit 210 may analyze the raw-data of the health examination result with an analysis model based on artificial intelligence deep learning learning. According to the embodiment, the analysis model based on artificial intelligence deep learning learning may include the "Selcy Checkup" program technology of 'Selvas AI'. According to the embodiment, the information acquisition unit 210 may obtain a result value including a healthy age and an onset statistical index by analyzing the raw value of the health checkup result. According to the embodiment, the information acquisition unit 210 analyzes the raw value of the health checkup results and analyzes the main diseases - diabetes, heart disease, stroke, dementia, liver cancer, stomach cancer, colon cancer, lung cancer, breast cancer (female) / prostate cancer (male). ) - The incidence statistical index and the risk value of the incidence statistical index can be derived.

All or part of health checkup information can be selected through consultation with clinical experts. For example, health checkup information that can be selected through consultation with clinical experts can be configured as shown in [Table 2] below.

division number Health checkup information health checkup items 16 Systolic blood pressure, diastolic blood pressure, fasting blood glucose, serum creatinine, gamma-GTP, hemoglobin, HDL-cholesterol, LDL-cholesterol, total cholesterol, AST, ALT, triglyceride, urinary protein, 1 week vigorous exercise day, 1 week Moderate exercise days, walking for a total of 30 minutes or more per week Analysis result based on artificial intelligence deep learning learning 11 Statistical index of incidence of 10 diseases (stroke, liver cancer, colorectal cancer, gastric cancer, lung cancer, dementia, heart disease, diabetes, prostate cancer (male), breast cancer (female)), healthy age

According to the embodiment, all or part of the health examination items may be selected through consultation with a clinical expert. For example, among health checkup items, systolic blood pressure, diastolic blood pressure, fasting blood sugar, serum creatinine, gamma-GTP, hemoglobin, HDL-cholesterol, LDL-cholesterol, total cholesterol, AST, ALT, triglyceride, urinary protein, and Vigorous exercise days, moderate exercise days for a week, and walking exercises for a total of 30 minutes or more per week (a total of 16 items) can be selected through consultation with clinical experts.

According to the embodiment, all or part of the analysis results based on artificial intelligence deep learning learning may be selected through consultation with clinical experts. For example, among the analysis results based on artificial intelligence deep learning learning, the incidence statistical index of major diseases - stroke, liver cancer, colon cancer, stomach cancer, lung cancer, dementia, heart disease, diabetes, breast cancer (female), prostate cancer (male) - and healthy age values (a total of 11 values) can be selected through consultation with clinicians.

According to an embodiment, the health-related information may further include DTC genetic test information.

The DTC genetic test information may refer to result information of the DTC genetic test. DTC genetic testing may refer to a test that can be performed by a genetic testing agency, not a medical institution, by directly performing sample collection, testing, analysis of test results, and delivery of test results to consumers. DTC genetic testing can be defined by referring to Ministry of Health and Welfare Notice No. 2020-35 「Regulations on genetic testing items that can be directly conducted by genetic testing institutions other than medical institutions」. The DTC genetic test may include a test for a user's personal characteristics or health-related wellness items.

DTC genetic testing can be composed of 6 categories and can include a total of 66 genetic items. According to an embodiment, the DTC genetic test may include a nutrient management category, a health management category, a skin and hair care category, an exercise characteristic category, an eating habit and sleep characteristic category, and a caffeine/alcohol/nicotine reaction category. For example, the categories and items of DTC genetic testing can be configured as shown in [Table 3] below.

division number Item nutrient management 21 Vitamin A concentration, vitamin B6 concentration, vitamin B12 concentration, vitamin C concentration, vitamin D concentration, vitamin E concentration, vitamin K concentration, magnesium concentration, calcium concentration, potassium concentration, zinc concentration, iron storage and concentration (iron), selenium concentration , fatty acid concentration (omega 3), fatty acid concentration (omega 6), arginine concentration, tyrosine concentration, betaine concentration, coenzyme Q 10 concentration, lutein concentration, zeaxanthin concentration healthcare 15 Obesity, body fat percentage, body mass index, abdominal obesity (hip-waist ratio), weight loss effect by exercise, weight recovery potential after weight loss (yo-yo possibility), triglyceride concentration, LDL-cholesterol, HDL-cholesterol, blood sugar, blood pressure, pain Sensitivity, degenerative joint inflammation susceptibility, bone mass, uric acid level skin/hair care 12 Melasma, freckles, pigmentation, acne, skin inflammation, skin aging, stretch marks, dead skin cells, male pattern baldness, alopecia areata, hair thickness, gray hair movement characteristics 8 Strength exercise fitness, muscle development ability, grip strength, sprinting ability, aerobic exercise fitness, endurance exercise fitness, post-exercise recovery ability, ankle injury risk Eating Habits/Sleep Characteristics 3 Appetite, fullness, insomnia Caffeine/Alcohol/Nicotine Response 7 Caffeine metabolism, caffeine dependence, alcohol metabolism, alcohol flush, alcohol dependence, nicotine metabolism, nicotine dependence

According to the embodiment, the nutrient management category is vitamin A concentration, vitamin B6 concentration, vitamin B12 concentration, vitamin C concentration, vitamin D concentration, vitamin E concentration, vitamin K concentration, magnesium concentration, calcium concentration, potassium concentration, zinc concentration, iron Storage and concentration (iron content), selenium concentration, fatty acid concentration (omega 3), fatty acid concentration (omega 6), arginine concentration, tyrosine concentration, betaine concentration, coenzyme Q 10 concentration, lutein concentration, zeaxanthin concentration in total of 21 species It may contain genetic items of.

According to the embodiment, the health care category includes obesity, body fat percentage, body mass index, abdominal obesity (hip-waist ratio), weight loss effect by exercise, weight recovery possibility after weight loss (yo-yo possibility), triglyceride concentration, LDL-cholesterol, A total of 15 gene items for HDL-cholesterol, blood sugar, blood pressure, pain sensitivity, degenerative joint inflammation sensitivity, bone mass, and uric acid level may be included.

According to the embodiment, the skin and hair care category includes a total of 12 gene items for melasma, freckles, pigmentation, acne, skin inflammation, skin aging, stretch marks, dead skin cells, male pattern baldness, alopecia areata, hair thickness, and gray hair. can include

According to the embodiment, the exercise characteristic category may include a total of 8 gene items for muscle strength exercise fitness, muscle development ability, grip strength, sprinting ability, aerobic exercise fitness, endurance exercise fitness, post-exercise recovery ability, and ankle injury risk. can

According to an embodiment, the categories of eating habits and sleep characteristics may include a total of three gene items for appetite, satiety, and insomnia.

According to an embodiment, the caffeine/alcohol/nicotine response category may include a total of seven gene items for caffeine metabolism, caffeine dependence, alcohol metabolism, alcohol flushing, alcohol dependence, nicotine metabolism, and nicotine dependence.

According to an embodiment, the health-related information may further include life record information. According to an embodiment, the life record information may include the number of steps, exercise record, blood pressure, weight, bowel movements, moisture, or physiological information. According to an embodiment, step count information may include a weekly average number of steps. According to the embodiment, the bowel information is based on the Bristol Stool Scale (BSS) in seven types of stool (types 1 and 2 = constipation, types 3 and 4 = normal, type 5 = lack of dietary fiber, 6, Type 7 = Diarrhea), which may correspond to information selected by the user. According to an embodiment, the physiological information may correspond to information about a monthly physiological condition recorded by a user. According to an embodiment, the life record information may further include heart rate or sleep record information.

The score conversion unit 220 may convert health-related information into a health state score. The score conversion unit 220 converts health-related information (e.g., common questionnaire information (health questionnaire information), detailed questionnaire information (health questionnaire information), health checkup information, DTC genetic test information, life record information, etc.) to preset standards. It can be converted into a score between 0 and 1 by For example, the score conversion unit 220 calculates BMI using health-related information about height and weight among health questionnaire information, and when the BMI value is 25 or more, the health condition score for height and weight is set as 1 point. If the BMI value is less than 25, the health status score for height and weight can be converted to 0 points. For example, the score conversion unit 220 may convert the health questionnaire information excluding height and weight into a score between 0 and 1 according to a score allocation criterion set for each answer. For example, the score conversion unit 220 may convert the health checkup information on the blood level into a score between 0 and 1 point according to the normal health checkup criterion. For example, the score conversion unit 220 may convert the health checkup information for the checkup questionnaire into a score between 0 and 1 point according to a score allocation criterion set for each answer. For example, the score conversion unit 220 may convert the health examination information on the risk rate for each disease into a score between 0 and 1 point. In this case, the score conversion unit 220, when the health checkup information on the risk rate for each disease is a value of 1 or less, preprocesses the risk rate value for each disease as 1 or preprocesses it to round off the decimal point, and then calculates a score between 0 and 1. can be converted into points. For example, the score conversion unit 220 may convert the DTC genetic test information into a score of 0, 0.5 or 1 point. In this case, the score conversion unit 220 is 0 points when the DTC genetic test information is positive (eg, good), 0.5 points when the intermediate level (eg, borderline), negative level (eg, caution). can be converted to a score of 1 point, but is not limited thereto.

The score conversion unit 220 may convert the health-related information into a health state score based on a first scoring method that assigns different weights according to information types. According to the embodiment, the score conversion unit 220 may convert the scored health-related information into a health state score based on the first scoring method. The weight may be set by reflecting the importance of the information type. According to an embodiment, the first scoring method may include a method of converting health-related information into a health state score by reflecting the weight of the following [Table 4] according to the information type.

information type weight Common questionnaire information (health questionnaire information) 1.0 Detailed questionnaire information (health questionnaire information) 1.2 Health checkup information 1.5 DTC genetic test information 0.7 life record information 1.0

The score conversion unit 220 may calculate a condition item score by reflecting the health condition score to the previously classified condition item. According to the embodiment, depending on the number and type of health-related information acquired by the information acquisition unit 210, status items may be classified differently or the number of classified status items may be different. In this case, status items can be classified into a maximum of 138 items. According to the embodiment, status items may be classified as shown in Table 5 below, but are not limited thereto.

status item number item name 138 User ID, gender, age, life cycle status, height, weight, body mass index (phenotype), female applicable items, hormone sensitivity, medical history, family history, allergy, medication and intake, health functional food, discomfort, eating habits, caffeine, Drinking, smoking, UV light, sleep, sedentary lifestyle, physical activity, stress, surgery, body fat, blood sugar, blood pressure, triglyceride, cholesterol, blood circulation health, liver health, eye health, menopausal women's health, intestinal health, stomach health, prostate health , respiratory health, fatigue, immunity, stress relief, memory/cognitive ability, skin improvement, joint/bone health, oral health, premenstrual syndrome, endurance, menopausal men's health, urination function, urinary tract health, sleep health, hair health, antioxidant , calcium absorption promotion, nutritional supplementation, breast cancer disease, heart disease, healthy age, death prediction, magnesium metabolism, vitamin C metabolism, vitamin D metabolism, arginine metabolism, zinc metabolism, fatty acid metabolism (omega-3), iron storage and metabolism, Potassium metabolism, coenzyme Q10 metabolism, fatty acid metabolism (omega-6), vitamin A metabolism, vitamin B6 metabolism, vitamin B12 metabolism, vitamin E metabolism, vitamin K metabolism, tyrosine metabolism, betaine metabolism, selenium metabolism, lutein metabolism, zeaxanthin Metabolism, strength exercise fitness, aerobic exercise fitness, endurance exercise fitness, muscle development ability, sprinting ability, ankle injury risk, grip strength, post-exercise recovery ability, stretch marks, dead skin cells, appetite, satiety, alcohol metabolism, alcohol dependence, alcohol flush, Nicotine metabolism, nicotine dependence, caffeine metabolism, caffeine dependence, insomnia, pain sensitivity, degenerative arthritis susceptibility, obesity, uric acid level, body fat percentage, body mass index (genotype), bone mass, abdominal obesity (hip-waist ratio), weight loss effect by exercise , yo-yo probability, exercise habit, high-intensity exercise habit, medium-intensity exercise habit, low-intensity exercise habit, number of steps, exercise fitness, amount of daylight activity, fitness for outdoor activities, nutrient absorption rate, anemia status, neurological health status, risk of overeating, alcohol sensitivity, Nicotine sensitivity, caffeine sensitivity, obesity risk, serum creatinine, gamma GTP, HDL-cholesterol, hemoglobin, LD L-cholesterol, AST, ALT, urine protein, health status related genes, diet related genes, exercise related genes, lifestyle related genes

The status item may be matched with at least one health-related information (eg, health questionnaire information, health examination information, DTC genetic test information, life record information, etc.). According to an embodiment, health-related information may be matched with one or more status items. For example, among the status items, the 'blood sugar' item may be matched with health questionnaire information on blood sugar control, health examination information on fasting blood sugar levels, and DTC genetic test information on blood sugar-related genes.

The score converting unit 220 may calculate the state item score of the state item. According to an embodiment, the score conversion unit 220 may calculate a condition item score by reflecting the health condition score for each condition item based on the health-related information matched with the condition item. According to the embodiment, when one health-related information is matched with a state item, the score conversion unit 220 may calculate the health state score for the health-related information as a state item score. According to another embodiment, when a plurality of health-related information is matched with a state item, the score conversion unit 220 may calculate a state item score by calculating an average value of health state scores for each health-related information. For example, the score conversion unit 220 is a health state score of health questionnaire information on blood sugar control, a health state score of health examination information on fasting blood sugar level, and a health state score of DTC genetic test information on blood sugar-related genes. By calculating the average value, it is possible to calculate the state item score for the 'blood sugar' item.

The score conversion unit 220 may calculate individual health type scores by reflecting condition item scores to individual health types according to previously classified health types.

According to an embodiment, the health type may include a health condition, diet, exercise, and lifestyle type. The health condition type may correspond to a type for determining the overall health condition of the user. The dietary type may correspond to a type for determining the need for nutrition and eating habit management. The exercise type may correspond to a type for identifying the need for physical activity and exercise habit management. The lifestyle type may correspond to a type for identifying the need for management related to drinking, smoking, sleep, and caffeine.

According to the embodiment, the individual health type may mean a health type according to pre-classified health types. For example, the individual health type may include an individual health type for health status, an individual health type for diet, an individual health type for exercise, and an individual health type for lifestyle. For example, individual health types for the classified health types can be classified as shown in Table 6 below.

health type individual health type Explanation Korean English state of health green light H Healthy The type with no particular abnormality in the current state of health red flag U Unhealthy The type that needs management in the current health condition diet green light B Balanced Types that can maintain current eating habits red flag I Imbalanced The type that needs to be managed in the current eating habits Exercise green light A Active Types of exercise that can be maintained red flag S Sedentary The type that needs management in the current exercise habit lifestyle green light C Controlled The type that can maintain the current lifestyle red flag L Less-controlled The type that needs management in the current lifestyle

According to an embodiment, each of the classified health types may be matched with one or more condition items to analyze individual health types. According to an embodiment, the status item may be matched with one or more health types. For example, health status, diet, exercise, and lifestyle types are each individual health type (e.g., individual health type for health status, individual health type for diet, individual health type for exercise, individual health for lifestyle). type) can be matched with one or more status items to resolve. For example, the health type can be classified as shown in [Table 7] and matched with the condition item. However, it is not limited thereto.

health type status item number item name state of health 46 Life cycle status, body mass index (phenotype), female related items, medical history, family history, allergy, medication and intake, eating habits, stress, blood sugar, blood pressure, triglyceride, cholesterol, blood circulation health, liver health, intestinal health, stomach health, Prostate health, respiratory health, memory/cognitive ability, skin improvement, hair health, breast cancer disease, heart disease, healthy age, serum creatinine, gamma-GTP, HDL-cholesterol, hemoglobin, LDL-cholesterol, AST, ALT, urine protein, Alcohol metabolism, alcohol dependence, nicotine metabolism, nicotine dependence, degenerative arthritis susceptibility, obesity, uric acid level, body fat percentage, body mass index (genotype), abdominal obesity (hip-to-waist ratio), anemia status, neurological health status, risk of obesity diet 71 Life cycle status, body mass index (phenotype), female related items, medical history, family history, allergy, medication and intake, eating habits, caffeine, drinking, blood sugar, blood pressure, triglyceride, cholesterol, blood circulation health, liver health, intestinal health, stomach Health, prostate health, respiratory health, memory/cognitive ability, skin improvement, hair health, calcium absorption promotion, breast cancer disease, heart disease, serum creatinine, gamma-GTP, HDL-cholesterol, hemoglobin, LDL-cholesterol, AST, ALT, Urine protein, magnesium metabolism, vitamin C metabolism, vitamin D metabolism, arginine metabolism, zinc metabolism, fatty acid metabolism (omega-3), iron storage and metabolism, potassium metabolism, coenzyme Q10 metabolism, fatty acid metabolism (omega-6), vitamin A Metabolism, vitamin B6 metabolism, vitamin B12 metabolism, vitamin E metabolism, vitamin K metabolism, tyrosine metabolism, betaine metabolism, selenium metabolism, lutein metabolism, zeaxanthin metabolism, appetite, satiety, degenerative arthritis susceptibility, obesity, uric acid level, body fat percentage, Body mass index (genotype), bone mass, abdominal obesity (hip-to-waist ratio), weight loss effect by exercise, weight recovery potential after weight loss (yo-yo possibility), nutrient absorption rate, anemia status, neurological health status, risk of overeating, nicotine sensitivity, obesity risk Exercise 15 Life cycle status, body mass index (phenotype), female relevant items, physical activity, exercise habits, fitness for strength exercise, fitness for aerobic exercise, fitness for endurance exercise, muscle development ability, sprinting ability, ankle injury risk, grip strength, recovery ability after exercise , weight loss effect by exercise, exercise fitness lifestyle 19 Dietary supplement, caffeine, drink, smoking, ultraviolet rays, sleep, sedentary lifestyle, alcohol metabolism, alcohol dependence, alcohol flush, nicotine metabolism, nicotine dependence, caffeine metabolism, caffeine dependence, insomnia, risk of overeating, alcohol sensitivity, nicotine sensitivity, caffeine sensitivity

According to the embodiment, the score conversion unit 220 may calculate individual health type scores by reflecting the condition item scores to individual health types for each health type with reference to [Table 7].

According to the embodiment, the score conversion unit 220 may pre-process some of the condition items matched to the health type. According to an embodiment, the score conversion unit 220 may combine and convert some of the condition items matched to the classified health types into one item. According to the embodiment, among the condition items matched to each health type, the condition items composed of DTC genetic test information alone can be combined and converted into one item.

For example, among the condition items matched to the health condition type, "skin improvement, hair health, alcohol metabolism, alcohol dependence, nicotine metabolism, nicotine dependence, degenerative arthritis susceptibility, obesity, uric acid level, body fat percentage, body mass index (genotype), abdominal Obesity (hip-waist ratio), anemia status, neurological health status, risk of obesity" items (a total of 15 items) can be combined and converted into 'health condition related genes' items.

For example, among the condition items matched to dietary type, "skin improvement, hair health, calcium absorption promotion, magnesium metabolism, vitamin C metabolism, vitamin D metabolism, arginine metabolism, zinc metabolism, fatty acid metabolism (omega-3), iron storage" and metabolism, potassium metabolism, coenzyme Q10 metabolism, fatty acid metabolism (omega-6), vitamin A metabolism, vitamin B6 metabolism, vitamin B12 metabolism, vitamin E metabolism, vitamin K metabolism, tyrosine metabolism, betaine metabolism, selenium metabolism, lutein metabolism , zeaxanthin metabolism, appetite, satiety, degenerative arthritis susceptibility, obesity, uric acid level, body fat percentage, body mass index (genotype), bone mass, abdominal obesity (hip-waist ratio), weight loss effect by exercise, weight recovery potential after weight loss ( Potential for urinary retention), nutrient absorption rate, anemia status, neurological health status, risk of overeating, nicotine sensitivity, risk of obesity" (a total of 40 items) can be combined and converted into 'diet-related genes'.

For example, among the condition items matched to exercise type, "fitness for strength exercise, suitability for aerobic exercise, suitability for endurance exercise, muscle development ability, sprinting ability, ankle injury risk, grip strength, recovery ability after exercise, weight loss effect by exercise , exercise fitness” items (a total of 15 items) can be combined and converted into ‘exercise-related genes’ items.

For example, among the condition items matched to lifestyle type, "alcohol metabolism, alcohol dependence, alcohol flush, nicotine metabolism, nicotine dependence, caffeine metabolism, caffeine dependence, insomnia, risk of overeating, alcohol sensitivity, nicotine sensitivity, caffeine sensitivity" It can be converted by synthesizing the items for 'lifestyle-related genes' (a total of 19 items).

For example, the health type may be matched with the preprocessed status item as shown in Table 8 below. However, it is not limited thereto.

health type Preprocessed State Items number item name state of health 32 Life cycle status, body mass index (phenotype), female related items, medical history, family history, allergy, medication and intake, eating habits, stress, blood sugar, blood pressure, triglyceride, cholesterol, blood circulation health, liver health, intestinal health, stomach health, Prostate health, respiratory health, memory/cognitive ability, breast cancer disease, heart disease, healthy age, serum creatinine, gamma-GTP, HDL-cholesterol, hemoglobin, LDL-cholesterol, AST, ALT, urinary protein, health condition-related genes diet 32 Life cycle status, body mass index (phenotype), female related items, medical history, family history, allergy, medication and intake, eating habits, caffeine, drinking, blood sugar, blood pressure, triglyceride, cholesterol, blood circulation health, liver health, intestinal health, stomach Health, prostate health, respiratory health, memory/cognitive ability, breast cancer disease, heart disease, serum creatinine, gamma-GTP, HDL-cholesterol, hemoglobin, LDL-cholesterol, AST, ALT, urinary protein, diet-related genes Exercise 6 Life cycle status, body mass index (phenotype), female-specific items, physical activity, exercise habits, exercise-related genes lifestyle 8 Health functional food, caffeine, drinking, smoking, UV light, sleep, sedentary lifestyle, lifestyle-related genes

According to the embodiment, the score conversion unit 220 may calculate individual health type scores by reflecting the condition item scores to individual health types for each health type with reference to [Table 5].

According to an embodiment, the individual health type score may include a green signal score and a red signal score. According to the embodiment, the individual health type score may include a green signal score for each health type and a red signal score for each health type.

According to an embodiment, the score conversion unit 220 may reflect the condition item scores for one or more condition items matched to the health type to the green score or the red light score for each health type according to a preset standard. For example, the score conversion unit 220 may reflect the condition item score for the condition item matched to the health condition to a green score of the health condition or a red light score of the health condition according to a predetermined criterion. For example, the score conversion unit 220 converts the condition item score for the condition item matched to each of diet, exercise, and lifestyle into a green score of diet, exercise, and lifestyle according to a predetermined criterion, or the diet, exercise, and lifestyle can be reflected in the red flag score of

According to an embodiment, the score conversion unit 220 may convert information on the functional region of interest into a score of the region of interest. According to the embodiment, the score conversion unit 220 may convert the functional area of interest information into an area of interest score by summing the health state scores corresponding to the detailed questionnaire information (health questionnaire information) corresponding to the functional area of interest information. . For example, when the functional area of interest information includes detailed questionnaire information on body fat reduction and detailed questionnaire information on blood sugar control, the score converting unit 220 sums the health status scores for body fat reduction, thereby providing information on body fat reduction. A ROI score may be derived, and the score converting unit 220 may derive an ROI score for blood sugar control by summing health state scores for blood sugar control.

The analyzer 230 may analyze the user's individual health type and comprehensive health type based on the individual health type score.

The analyzer 230 may analyze the user's individual health type based on the individual health type score. According to the embodiment, the analysis unit 230 may analyze the individual health type based on the green signal score and the red signal score. According to the embodiment, the analyzer 230 may analyze the user's individual health type based on the individual health type score including the green signal score and the red signal score for each health type. According to an embodiment, the analyzer 230 may analyze an individual health type based on a higher score among the green signal score and the red signal score for each health type. According to the embodiment, the analyzer 230 may refer to [Table 6] to analyze the individual health type. For example, when the green signal score of the health condition is higher than the red signal score of the health condition, the analyzer 230 may analyze the individual health type for the health condition as “H (Healthy, green light)”. For example, when the green light score of the diet is higher than the red light score of the health status, the analyzer 230 may analyze the individual health type of the diet as “B (Balanced, green light)”. For example, if the red flag score for exercise is higher than the green score for exercise, the analyzer 230 may analyze the individual health type for exercise as "S (Sedentary)". For example, if the green light score for lifestyle is higher than the red light score for exercise, the analyzer 230 may analyze the individual health type for the lifestyle as “C (Controlled, green light)”.

The analyzer 230 may analyze the comprehensive health type based on the individual health type. According to the embodiment, the analysis unit 230 may analyze the general health type by synthesizing the individual health types. For example, when individual health types for health status, diet, exercise, and lifestyle are analyzed as "H", "B", "S", and "C", the analyzer 230 determines the user's overall health The type can be analyzed as the "HBSC" type. In this case, referring to [Table 6], the "HBSC" type may mean a type in which there is no particular abnormality in the current state of health, the current dietary and lifestyle habits may be maintained, but exercise habits require management. According to the embodiment, comprehensive health types can be classified into a total of 16 types.

The analyzer 230 may reanalyze the individual health type and the comprehensive health type based on the disease criterion information. According to an embodiment, the disease criterion information may include criterion information by which some of the condition items may be determined to be abnormal, or criterion information by which BMI may be determined to be obese. For example, in the disease criteria information, among the condition items, body mass index, blood sugar, blood pressure, triglyceride, cholesterol, serum creatinine, gamma-GTP, HDL cholesterol, hemoglobin, LDL cholesterol, AST, ALT, and urinary protein may be judged as abnormal. Criteria information may be included.

According to the embodiment, the analyzer 230 may reanalyze the individual health type based on the disease criterion information. According to the embodiment, the analyzer 230 may reanalyze the individual health type as a red signal based on the disease criterion information. For example, the analyzer 230 may analyze some of the user's condition items (eg, body mass index, blood sugar, blood pressure, triglyceride, cholesterol, serum creatinine, gamma GTP, HDL cholesterol, hemoglobin, LDL cholesterol, AST, ALT, urine Protein) is judged to be abnormal or BMI is judged to be obese, the individual health type of health status can be reanalyzed as a red flag.

According to the embodiment, the analyzer 230 may reanalyze the general health type by synthesizing the reanalyzed individual health types.

According to an embodiment, the analyzer 230 may further analyze the sub health type based on the functional area of interest information. According to an embodiment, the analyzer 230 may further analyze the sub health type based on the ROI score obtained by converting the functional region of interest information. According to the embodiment, the analyzer 230 may analyze the functional region of interest that has obtained the highest score among the ROI scores as a sub health type. For example, when the user designates a body fat reduction region and a blood sugar control region as functional regions of interest, the analyzer 230 determines the functionality of interest obtained with a higher score among the region of interest scores for reducing body fat and the region of interest for blood sugar control. Areas can be analyzed into sub-health types.

The analyzer 230 may analyze the recommended health guide corresponding to the general health type. The analyzer 230 may analyze and output the recommended health guide corresponding to the general health type to the user. According to an embodiment, the recommended health guide may include a description of a comprehensive health type. For example, the description of the general health type can be configured as shown in [Table 9] below. However, it is not limited thereto.

No. Comprehensive health type Description of general health type One HISL There is no particular health problem, but it is a type that requires diet, exercise, and lifestyle management. 2 HISC There is no particular health problem, but I am the type who needs to manage my diet and exercise. You seem to be practicing lifestyle management well! Please keep it as it is now! 3 HIAL Although there is no particular health problem, he is the type who needs to manage his diet and lifestyle. Please keep it as it is now! 4 HIAC I don't have any particular problems with my health, but I'm the type who needs to manage my diet. You seem to be practicing well with exercise and lifestyle management! Please keep it as it is now! 5 HBSL There is no particular health problem, but I am the type who needs exercise and lifestyle management. You seem to be practicing dietary management well! Please keep it as it is now! 6 HBSC I don't have any particular problems with my health, but I'm the type who needs to manage my exercise. You seem to be practicing well in managing your diet and lifestyle! Please keep it as it is now! 7 HBAL I don't have any particular problems with my health, but I'm the type who needs to manage my lifestyle. You seem to be practicing good diet and exercise management! Please keep it as it is now! 8 HBAC ★Health Care Master★ You are the health care master! Are you practicing a healthy lifestyle? Health condition, diet, exercise, and lifestyle are all well managed, so please keep it as it is now! 9 UISL ★Health Care Alert★ Emergency! There is nowhere to retreat anymore. Have you not neglected your health due to your busy life? You need to manage your health, diet, exercise, and lifestyle. Shall we start practicing health right away with the CareNow guide? 10 UISC Currently, it is necessary to manage health conditions including diet and exercise. You are practicing good lifestyle management! Please keep it as it is now! 11 UIAL It is a state in which health conditions, including current diet and lifestyle, need to be managed. You are doing well in exercise management! Please keep it as it is now! 12 UIAC It is a condition that requires health status management, including the current diet. You are practicing well with exercise and lifestyle management! Please keep it as it is now! 13 UBSL It is a state in which health conditions, including current exercise and lifestyle, need to be managed. You are doing a good job managing your diet! Please keep it as it is now! 14 UBSC You are currently in a state where you need to manage your health condition, including exercise. You are practicing well in managing your diet and lifestyle! Please keep it as it is now! 15 UBAL You are currently in a state where you need to manage your health condition, including your lifestyle. You are doing well in managing your diet and exercise! Please keep it as it is now! 16 UBAC You are currently in a state where you need to manage your health condition. You are practicing well with diet, exercise, and lifestyle management! Please keep it as it is now!

According to an embodiment, the recommended health guide may include customized phrases based on health-related information. For example, the recommended health guide may include customized phrases based on health questionnaire information, health examination information, DTC genetic test information, or life record information. For example, customized phrases based on health-related information may be configured as shown in Table 10 below.

health type Health related information personalized stationery information type details diet health questionnaire Do you tend to eat at set times every day?
- 'It's not like that' You need regular meals! You need to eat a regular diet to properly regulate your body's metabolic rhythm. In particular, make sure to eat complex carbohydrates such as multigrain rice and whole wheat bread for breakfast. DTC
DNA test Satiety - 'dullness' I'm genetically not good at feeling full! Chewing slowly and for a long time rather than rushing a meal, and increasing the ratio of protein such as meat, fish, and eggs, helps to maintain a feeling of fullness. lifestyle health questionnaire Do you drink an average of 4 or more caffeinated beverages per day?
- 'at least twice a week' Reduce your caffeine intake! Excessive intake of caffeine causes side effects such as anxiety, nervousness, and insomnia. Make it a habit to drink water and herbal tea instead of coffee. DTC
DNA test Alcohol metabolism - 'slow' It's genetically slow to excrete alcohol from the body! Side effects such as headache, dizziness, vomiting, and liver damage can occur because alcohol is not properly excreted. Please manage the proper amount of drinking.

According to an embodiment, the recommended health guide may include an exercise video, and the exercise video may be selected based on a general health type or health-related information.

According to an embodiment, the recommended health guide may include recommended foods corresponding to sub health types, recommended health functional foods, or recommended functional ingredients. According to the embodiment, the analyzer 230 recommends food, recommended health functional food, or recommendation corresponding to the sub health type through a commonly used or published food recommendation algorithm, health functional food recommendation algorithm, and functional ingredient recommendation algorithm. Functional raw materials can be derived. However, the method for the health guide providing device 200 to derive recommended foods, recommended health functional foods, or recommended functional ingredients is not limited to the disclosed methods. For example, when the analyzer 230 analyzes the eye health area as a sub-health type, the analyzer 230 recommends food corresponding to the eye health area (eg, mackerel, etc.), recommended health functional food, or recommendation Functional raw materials can be derived. For example, the recommended health guide may include recommended foods (eg, mackerel, etc.), recommended health functional foods, or recommended functional ingredients corresponding to sub health types (eg, eye health areas).

3 is a diagram showing a health guide providing method according to an embodiment disclosed in this document.

Referring to FIG. 3 , the health guide providing method includes an operation of acquiring health-related information of a user (S110), an operation of converting the health-related information into a health state score based on the first scoring method (S120), and selecting health as a condition item. Operation of calculating state item scores by reflecting state scores (S130), Operation of calculating individual health type scores by reflecting state item scores to individual health types according to health types (S140), Individual health type scores based on individual health type scores It may include an operation of analyzing the health type and the user's comprehensive health type (S150) and an operation of outputting a recommended health guide corresponding to the comprehensive health type (S160).

Hereinafter, operations S100 to S160 will be described in detail with reference to FIGS. 1 and 2, and descriptions of overlapping contents will be omitted or briefly described.

In operation S110, the health guide providing device 200 may obtain health-related information. According to an embodiment, the health guide providing device 200 may obtain health-related information of the user from the electronic device 120 . Operation S110 may be performed by the information acquisition unit 210 of the health guide providing device 200 .

According to an embodiment, the health-related information may include health questionnaire information. Health questionnaire information may include common questionnaire information and detailed questionnaire information.

According to an embodiment, the health-related information may further include health examination information, DTC genetic test information, or life record information. Life record information may include the number of steps, exercise record, blood pressure, weight, bowel movements, moisture, or physiological information.

In operation S120, the health guide providing device 200 may convert the health-related information into a health state score. Operation S120 may be performed by the score conversion unit 220 of the health guide providing device 200 .

According to the embodiment, in operation S120, the health-related information may be converted into a score between 0 and 1, and the health-related information converted into a score is based on the first scoring method that assigns different weights according to information types. It can be converted into a health status score. According to the embodiment, the first scoring method assigns different weights to common questionnaire information (health questionnaire information), detailed questionnaire information (health questionnaire information), health examination information, DTC genetic test information, and/or life record information among health-related information. can be granted

In operation S130 , the health guide providing apparatus 200 may calculate a state item score by reflecting the health state score to the pre-classified state item. Operation S130 may be performed by the score conversion unit 220 of the health guide providing device 200 .

According to an embodiment, the status item may be matched with at least one health-related information, and the health-related information may be matched with one or more status items. In operation S130 , the health guide providing apparatus 200 may calculate a state item score by reflecting the health state score for each state item based on the health-related information matched with the state item. Depending on the embodiment, when a plurality of health-related information is matched with the status item, in operation S130, the health guide providing apparatus 200 may calculate the status item score by calculating an average value of the health status score.

In operation S140, the health guide providing apparatus 200 may calculate individual health type scores by reflecting the condition item scores to individual health types according to health types. Operation S140 may be performed by the score conversion unit 220 of the health guide providing device 200 .

According to an embodiment, the health type may include a health condition, diet, exercise, and lifestyle type. According to the embodiment, the individual health type may mean a health type according to pre-classified health types. According to an embodiment, each of the classified health types may be matched with one or more condition items to analyze individual health types. According to an embodiment, the status item may be matched with one or more health types. According to the embodiment, some of the condition items matched to the health type may be pre-processed. For example, some of the condition items matched to the health type may be pre-processed prior to calculating individual health type scores.

In operation S140, the individual health type score may be calculated by reflecting the state item score of the individual health type for the health type. According to an embodiment, the individual health type score may include a green signal score and a red signal score. According to the embodiment, the individual health type score may include a green signal score for each health type and a red signal score for each health type.

In operation S150, the health guide providing device 200 may analyze the individual health type and the user's comprehensive health type based on the individual health type score. Operation S150 may be performed by the analyzer 230 of the health guide providing device 200 .

In operation S150, the health guide providing device 200 may analyze the user's individual health type based on the individual health type score. According to an embodiment, the health guide providing device 200 may analyze an individual health type based on the green and red signal scores. According to an embodiment, the health guide providing device 200 may analyze the user's individual health type based on the individual health type score including the green signal score and the red signal score for each health type. According to an embodiment, the analyzer 230 may analyze an individual health type based on a higher score among the green signal score and the red signal score for each health type.

In operation S150, the health guide providing device 200 may analyze the comprehensive health type based on the individual health type. According to the embodiment, the health guide providing device 200 may analyze the general health type by integrating the individual health types.

In operation S160, the health guide providing device 200 may output a recommended health guide corresponding to the comprehensive health type. Operation S160 may be performed by the analyzer 230 of the health guide providing device 200 .

According to the embodiment, in operation S160, the health guide providing apparatus 200 may analyze the recommended health guide. The health guide providing device 200 may output the analyzed recommended health guide. According to an embodiment, the recommended health guide may include a description of a comprehensive health type.

According to an embodiment, the recommended health guide may include customized phrases based on health-related information. For example, the recommended health guide may include customized phrases based on health questionnaire information, health examination information, DTC genetic test information, or life record information.

According to an embodiment, the recommended health guide may include an exercise video, and the exercise video may be selected based on a general health type or health-related information.

4 is a diagram showing a health guide providing method according to an embodiment disclosed in this document.

Referring to FIG. 4 , the health guide providing method includes an operation of acquiring health-related information of a user (S210), an operation of converting the health-related information into a health state score based on the first scoring method (S220), and selecting health as a condition item. Operation of calculating state item scores by reflecting state scores (S230), Operation of calculating individual health type scores by reflecting state item scores to individual health types according to health types (S240), Individual health type scores based on individual health type scores Analyzing the health type and the user's comprehensive health type (S250), reanalyzing the individual health type and comprehensive health type based on the disease criterion information (S260), and outputting a recommended health guide corresponding to the comprehensive health type (S270) may be further included.

Hereinafter, operations S210 to S270 will be described in detail with reference to FIGS. 1 to 3, and overlapping descriptions will be omitted or briefly described.

Operations S210 to S250 of FIG. 4 may be substantially the same as operations S110 to S150 of FIG. 3 .

In operation S260, the health guide providing device 200 may reanalyze the individual health type and the comprehensive health type based on the disease criterion information. According to an embodiment, the disease criterion information may include criterion information by which some of the condition items may be determined to be abnormal, or criterion information by which BMI may be determined to be obese. Operation S260 may be performed by the analyzer 230 of the health guide providing device 200 .

According to an embodiment, the health guide providing device 200 may reanalyze an individual health type based on disease criterion information. According to an embodiment, the health guide providing device 200 may reanalyze an individual health type as a red flag based on disease criterion information. According to an embodiment, the health guide providing device 200 may reanalyze the general health type by integrating the reanalyzed individual health types.

Operation S270 of FIG. 4 may be substantially the same as operation S160 of FIG. 3 .

5 is a diagram showing a health guide providing method according to an embodiment disclosed in this document.

Referring to FIG. 5 , the health guide providing method includes obtaining health-related information of the user (S310), acquiring information on functional areas of interest of the user (S320), and providing health-related information based on the first scoring method. Operation of converting to state score (S330), Operation of calculating state item score by reflecting health state score to state item (S340), Calculating individual health type score by reflecting state item score to individual health type according to health type operation (S350), operation of analyzing the individual health type and the user's overall health type based on the individual health type score (S360), operation of analyzing the sub-health type based on the information on the functional area of interest (S370), disease criteria An operation of reanalyzing the individual health type and the general health type based on the information (S380) and an operation of outputting a recommended health guide corresponding to the comprehensive health type (S290) may be further included.

Hereinafter, operations S310 to S390 will be described in detail with reference to FIGS. 1 to 4 , and overlapping descriptions will be omitted or briefly described.

Operation S310 of FIG. 5 may be substantially the same as operation S110 of FIG. 3 or operation S210 of FIG. 4 .

In operation S320, the health guide providing apparatus 200 may obtain information on the functional area of interest of the user. According to an embodiment, operation S320 may be performed simultaneously with operation S310. Operation S320 may be performed by the information acquisition unit 210 of the health guide providing device 200 .

The functional area of interest information may include one or more detailed questionnaire information (health questionnaire information). When inputting an answer to a detailed questionnaire, the user may designate a functional area of interest. According to an embodiment, a user may designate one or more functional areas of interest. Functional area of interest information may mean answer information to a questionnaire designated as a functional area of interest by the user. For example, a user may designate a body fat reduction region and a blood sugar control region as functional regions of interest. In this case, the functional area of interest information may include detailed questionnaire information on body fat reduction and detailed questionnaire information on blood sugar control.

Operations S330 to S360 of FIG. 5 may be substantially the same as operations S120 to S150 of FIG. 3 or operations S220 to S250 of FIG. 4 , respectively.

In operation S370, the health guide providing device 200 may analyze the sub health type based on the functional area of interest information. Operation S370 may be performed by the score conversion unit 220 and/or the analysis unit 230 of the health guide providing device 200 .

According to an embodiment, the health guide providing apparatus 200 may convert information on the functional region of interest into a score of the region of interest. According to an embodiment, the health guide providing device 200 may convert the functional area of interest information into a score of interest by summing the health state scores corresponding to the detailed questionnaire information (health questionnaire information) corresponding to the functional area of interest information. there is. According to an embodiment, the health guide providing device 200 may further analyze sub health types based on the score of the region of interest. According to an embodiment, the health guide providing apparatus 200 may analyze the functional region of interest that has obtained the highest score among the region of interest scores as a sub health type.

Operation S380 of FIG. 5 may be substantially the same as operation S260 of FIG. 4 .

Operation S390 of FIG. 5 may be substantially the same as operation S160 of FIG. 3 or operation S270 of FIG. 4 . Operation S390 may be performed by the analyzer 230 of the health guide providing device 200 .

In operation S390, the health guide providing device 200 may output a recommended health guide. According to an embodiment, the recommended health guide may include recommended foods corresponding to sub health types, recommended health functional foods, or recommended functional ingredients. According to an embodiment, the health guide providing device 200 recommends foods and recommended health functional foods corresponding to sub health types through a commonly used or open food recommendation algorithm, health functional food recommendation algorithm, or functional ingredient recommendation algorithm. , or recommended functional raw materials can be derived. However, the method for the health guide providing device 200 to derive recommended foods, recommended health functional foods, or recommended functional ingredients is not limited to the disclosed methods.

6 is a diagram simply showing an apparatus for providing a health guide including a memory module according to an embodiment disclosed herein.

Referring to FIG. 6 , a computing system 10 according to an embodiment disclosed in this document may include an MCU 12, a memory 14, an input/output I/F 16 and a communication I/F 18. there is.

The MCU 12 includes various programs stored in the memory 14 (e.g., health state score conversion program, condition item score calculation program, individual health type score calculation program, individual health type and comprehensive health type analysis program, recommendation It may be a processor that executes a health guide output program, etc.), processes various data including health-related information through these programs, and performs the functions of the above-described health guide providing device shown in FIGS. 1 to 5 .

The memory 14 may store various programs related to health state score conversion, condition item score calculation, individual health type point calculation, individual health type analysis, comprehensive health type analysis, and the like. In addition, the memory 14 may store various data such as health-related information.

A plurality of such memories 14 may be provided as needed. Memory 14 may be volatile memory or non-volatile memory. As the memory 14 as a volatile memory, RAM, DRAM, SRAM, or the like may be used. As the memory 14 as a non-volatile memory, ROM, PROM, EAROM, EPROM, EEPROM, flash memory and the like may be used. Examples of the memories 14 listed above are merely examples and are not limited to these examples.

The input/output I/F 16 is an interface that connects an input device (not shown) such as a keyboard, mouse, or touch panel and an output device such as a display (not shown) and the MCU 12 to transmit and receive data. can provide.

The communication I/F 18 is a component capable of transmitting and receiving various data with the server, and may be various devices capable of supporting wired or wireless communication. For example, various programs or various programs related to health condition score conversion, condition item score calculation, individual health type score calculation, individual health type analysis, and comprehensive health type analysis are provided from an external electronic device separately provided through the communication I/F 18. Data can be sent and received.

As such, the computer program according to one embodiment disclosed in this document is recorded in the memory 14 and processed by the MCU 12, for example, as a module that performs each operation shown in FIGS. 3 to 5. may be implemented.

Terms such as "comprise", "comprise", or "having" described above mean that the corresponding component may be inherent unless otherwise stated, so excluding other components is not recommended. It should be interpreted that it may further include other components. All terms, including technical or scientific terms, have the same meaning as commonly understood by a person of ordinary skill in the art to which the embodiments disclosed in this document belong, unless defined otherwise. Commonly used terms, such as terms defined in a dictionary, should be interpreted as consistent with the contextual meaning of the related art, and unless explicitly defined in this document, they are not interpreted in an ideal or excessively formal meaning.

The above description is only an illustrative example of the technical idea disclosed in this document, and those skilled in the art to which the embodiments disclosed in this document belong will be within the scope of the essential characteristics of the embodiments disclosed in this document. Many modifications and variations will be possible. Therefore, the embodiments disclosed in this document are not intended to limit the technical spirit of the embodiments disclosed in this document, but to explain, and the scope of the technical spirit disclosed in this document is not limited by these embodiments. The protection scope of the technical ideas disclosed in this document should be interpreted according to the claims below, and all technical ideas within the equivalent range should be construed as being included in the scope of rights of this document.

Claims (20)

an information acquisition unit that acquires health-related information of a user including health questionnaire information, health checkup information, DTC genetic test information, and life record information;
The health-related information is converted into a health state score based on a first scoring method that assigns different weights according to information types, and the health state score is converted into a health state score based on the health-related information matched with a pre-classified state item. a score converting unit that calculates a condition item score reflected in an item, and calculates an individual health type score by reflecting the condition item score to an individual health type according to a health type that is matched with one or more condition items and classified;
Based on the individual health type score, the user's individual health type and general health type are analyzed, and the individual health type and overall health type are determined based on disease criterion information capable of determining at least one of the condition items as abnormal. An analyzer for reanalyzing and outputting a recommended health guide corresponding to the reanalyzed comprehensive health type;
The health type includes a health condition type, a diet type, an exercise type, and a lifestyle type. delete delete The method of claim 1,
The life record information includes the number of steps, exercise record, blood pressure, weight, bowel movement, moisture or physiological information. delete The method of claim 1,
The individual health type score includes a green signal score and a red signal score,
The health guide providing apparatus for analyzing the individual health type based on the green signal score and the red signal score. delete The method of claim 1,
The information acquisition unit further obtains functional region information of interest,
The analyzer further analyzes a sub health type based on the information on the functional region of interest. The method of claim 8,
wherein the recommended health guide includes recommended food, recommended health functional food, or recommended functional ingredient corresponding to the sub health type. The method of claim 1,
The health guide providing device wherein the recommended health guide includes customized phrases based on the health-related information. obtaining, by a processor, health-related information of the user including health questionnaire information, health examination information, DTC genetic test information, and life record information;
converting, by the processor, the health-related information into a health state score based on a first scoring method that assigns different weights according to information types;
calculating, by the processor, a state item score to reflect the health state score to the state item based on the health-related information matched with the pre-classified state item;
calculating, by the processor, an individual health type score by reflecting the condition item score to an individual health type according to a health type classified by matching with one or more condition items;
analyzing, by the processor, an individual health type and a comprehensive health type of the user based on the individual health type score;
reanalyzing, by the processor, the individual health type and the general health type based on disease criterion information capable of determining at least one of the condition items as abnormal; and
The processor outputs a recommended health guide corresponding to the reanalyzed general health type;
The health type is a health guide providing method including a health condition type, a diet type, an exercise type, and a lifestyle type. delete delete The method of claim 11,
The life record information is a health guide providing method including step count, exercise record, blood pressure, weight, bowel movement, moisture or physiological information. delete The method of claim 11,
The individual health type score includes a green signal score and a red signal score,
The operation of analyzing the individual health type is based on the green signal score and the red signal score. delete The method of claim 11,
obtaining, by the processor, information on the functional area of interest of the user; and
The health guide providing method further comprises an operation of the processor analyzing a sub health type based on the information on the functional region of interest. The method of claim 18
The health guide providing method of claim 1, wherein the recommended health guide includes recommended foods, recommended health functional foods, or recommended functional ingredients corresponding to the sub health types. The method of claim 11,
The health guide providing method, wherein the recommended health guide includes customized phrases based on the health-related information.

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