KR20220092701A - Method for providing health care information relating to chronic respiratory allergic diseases of elderly and apparatus - Google Patents

Abstract

The present invention relates to a method and apparatus for providing information. More specifically, the present invention relates to a method and apparatus for providing various health care information related to chronic respiratory allergic diseases in consideration of the literacy of the elderly. The method for providing healthcare information related to chronic respiratory allergic disease to the elderly according to an embodiment of the present invention may comprise the steps of: collecting nutrition-related information, environment-related information, space-related information, drug-related information, treatment-related information, and professional information about chronic respiratory diseases; classifying professional information on at least one of the nutrition-related information, environment-related information, space-related information, drug-related information, and treatment-related information into classes having specific meanings; processing professional information classified into grades having specific meanings into literacy information including a user-friendly language; and providing literacy information in combination with at least one of the nutrition-related information, environment-related information, space-related information, drug-related information, and treatment-related information. The reliable health information is provided in a form that is easy for the elderly to understand.

Description

METHOD FOR PROVIDING HEALTH CARE INFORMATION RELATING TO CHRONIC RESPIRATORY ALLERGIC DISEASES OF ELDERLY AND APPARATUS

The present invention relates to a method and apparatus for providing information, and more particularly, to a method and apparatus for providing various health care information related to chronic respiratory allergy disease in consideration of the literacy of the elderly.

Since Korea entered an aging society in 2000, the population of the elderly is rapidly increasing due to the rapid aging of the population. The aging of the population leads to an increase in geriatric diseases, increasing medical expenses and increasing social burden, which is demanding a new direction for the government's health care policy for the elderly.

Accordingly, in recent years, healthcare in the local community is expanding from the provision of treatment-oriented medical services centered on medical institutions to personalized services centered on individual-centered prediction, prevention, and health management. In addition, the evolution of the mobile environment and the development of various devices such as wearable devices and sensors are accelerating change into a new healthcare paradigm that realizes customized prevention and management by acquiring health-related data and biometric information in real time.

To keep pace with these changes in healthcare, certain cities in Korea are presenting a healthcare strategy for the elderly by creating policies, infrastructure, and services so that the elderly can lead a healthy and active social life by implementing an age-friendly city. Among them, we are striving to provide continuous health care services by paying attention to establishing and implementing a promotion plan for the prevention and management of chronic diseases of the elderly every year.

Accordingly, in order to establish a platform for the prevention of chronic diseases in the elderly, the distribution of outpatients and inpatients of the elderly 65 years and older nationwide was identified and analyzed through the data of the Health Insurance Review and Assessment Service. Considering that the number of inpatients was higher than that of outpatients, the elderly had a higher distribution of chronic respiratory diseases than acute respiratory diseases. I need this.

However, in order to prevent and manage chronic respiratory diseases for the elderly, to obtain respiratory-related health information through mobile devices, or to prevent and manage related diseases, digital information literacy must first be equipped to obtain necessary health information. In fact, since the elderly have lower digital literacy compared to other age groups, it is somewhat difficult to use digital mobile apps. Due to the lack of digital literacy, some elderly people believe that the established media such as newspapers and broadcasting are reporting unfairly, so they blindly believe in fake news distributed through KakaoTalk and YouTube.

With the evolution of the mobile environment, opportunities to easily acquire various information through smartphones have increased, but adverse functions such as distorted information delivery, standardization and commercialization of information also exist. do.

The above-mentioned background art is technical information that the inventor possessed for the derivation of the present invention or acquired in the process of derivation of the present invention, and cannot necessarily be said to be a known technique disclosed to the general public prior to the filing of the present invention.

Korean Patent Publication No. 10-2014-0126886 (published on March 11, 2014)

One object of the present invention is to develop an application for providing health information in consideration of the literacy of the elderly, and to provide reliable health information to the elderly through the application in a form that is easy to understand from the viewpoint of the elderly.

An object of the present invention is to manage the health of the elderly and prevent and treat chronic respiratory diseases through an application that provides health information in consideration of the literacy of the elderly.

The problem to be solved by the present invention is not limited to the above-mentioned problems, and other problems and advantages of the present invention not mentioned can be understood by the following description, and more clearly understood by the embodiments of the present invention will be In addition, it will be understood that the problems and advantages to be solved by the present invention can be realized by means and combinations thereof indicated in the claims.

A method for providing health care information related to chronic respiratory allergy for the elderly according to an embodiment of the present invention includes, by a processor, ingredients including nutrients related to chronic respiratory diseases and food recipes that can be made using the ingredients Based on nutrition-related information including video, environmental information including at least one of fine dust concentration and pollen concentration related to the chronic respiratory disease, and the user's GPS information, a hospital existing in the vicinity of a person with chronic respiratory disease; Space-related information including one or more of pharmacies, fine dust shelters, and public institutions, drug information on chronic respiratory diseases, drug-related information including information on drugs taken by persons with chronic respiratory diseases and drug side effects information, and chronic respiratory diseases At least one of treatment-related information, including the results of the test items tested by the patient and a statement written by a medical practitioner who treated chronic respiratory disease patients, nutrition-related information, environment-related information, space-related information, drug-related information, and medical treatment-related information In the step of collecting professional information about, by the processor, specialized information about one or more of nutrition-related information, environmental-related information, spatial-related information, drug-related information, and medical-related information has a specific meaning A step of classifying into a class with a specific meaning, processing, by the processor, professional information classified into a class with a specific meaning into literacy information including a user-friendly language; and, by the processor, nutrition-related information and environmental information and combining and providing literacy information to one or more of spatial-related information, drug-related information, and medical treatment-related information.

A device for providing health care information related to chronic respiratory allergy for the elderly according to an embodiment of the present invention includes ingredients including nutrients related to chronic respiratory diseases and a video of recipes for food that can be made using the ingredients Hospitals, pharmacies, fine dust present in the vicinity of chronic respiratory disease patients based on nutrition-related information, environmental information including at least one of the fine dust concentration and pollen concentration related to the chronic respiratory disease, and the user's GPS information Space-related information including one or more of shelters and public institutions, drug information for chronic respiratory diseases, drug-related information including information on medications taken by people with chronic respiratory diseases and drug side effects, and information about people with chronic respiratory diseases tested Treatment-related information, including results of examination items and a statement written by a medical practitioner who has treated patients with chronic respiratory disease; A collection unit that collects information, and a classification unit that classifies specialized information on one or more of nutrition-related information, environment-related information, spatial-related information, drug-related information, and medical treatment-related information into classes with specific meanings And, a processing unit that processes professional information classified into classes with specific meanings into literacy information including user-friendly language, nutrition-related information, environmental information, spatial information, drug-related information, and medical treatment It may include a providing unit that provides a combination of literacy information with one or more of the related information.

In addition to this, another method for implementing the present invention, another system, and a computer-readable recording medium storing a computer program for executing the method may be further provided.

Other aspects, features and advantages other than those described above will become apparent from the following drawings, claims, and detailed description of the invention.

According to the present invention, smart healthcare-related industrial technology, operating organization, system, and business in the field of elderly people are established by establishing the concept of smart healthcare from a new perspective and developing innovative senior healthcare applications centered on the elderly living in the community who are consumers. It can contribute to building a successful model in the field.

In addition, through the development of an application that provides health information in consideration of the literacy of the elderly, reliable health information can be provided to the elderly by providing information in consideration of the literacy of the elderly.

In addition, through an application that provides health information in consideration of the literacy of the elderly, it is possible to manage the health of the elderly and contribute to the prevention and treatment of chronic respiratory diseases.

Effects of the present invention are not limited to those mentioned above, and other effects not mentioned will be clearly understood by those skilled in the art from the following description.

1 is an exemplary diagram of an environment for providing health care information related to chronic respiratory allergic disease for the elderly including a health care information providing apparatus, a user terminal, and a network connecting them according to the present embodiment.
2 is a block diagram schematically illustrating a configuration of an apparatus for providing healthcare information according to the present embodiment.
FIG. 3 is a block diagram schematically illustrating the configuration of an information processing unit in the apparatus for providing health care information of FIG. 2 .
4 to 6 are exemplary views of information collected, classified, and processed by the apparatus for providing healthcare information according to the present embodiment.
7 is a flowchart illustrating a method of providing health care information related to chronic respiratory allergic disease for the elderly according to the present embodiment.
FIG. 8 is an exemplary diagram for explaining the function of a server for dividing and storing file-up i/o in the healthcare information providing environment of FIG. 1 .

Advantages and features of the present invention, and a method for achieving them will become apparent with reference to the detailed description in conjunction with the accompanying drawings. However, the present invention is not limited to the embodiments presented below, it can be implemented in a variety of different forms, and should be understood to include all transformations, equivalents, and substitutes included in the spirit and scope of the present invention. . The embodiments presented below are provided so that the disclosure of the present invention is complete, and to completely inform those of ordinary skill in the art to which the present invention pertains to the scope of the invention. In describing the present invention, if it is determined that a detailed description of a related known technology may obscure the gist of the present invention, the detailed description thereof will be omitted.

The terms used in the present application are only used to describe specific embodiments, and are not intended to limit the present invention. The singular expression includes the plural expression unless the context clearly dictates otherwise. In the present application, terms such as “comprise” or “have” are intended to designate that a feature, number, step, operation, component, part, or combination thereof described in the specification exists, but one or more other features It should be understood that this does not preclude the existence or addition of numbers, steps, operations, components, parts, or combinations thereof. Terms such as first, second, etc. may be used to describe various elements, but the elements should not be limited by the terms. The above terms are used only for the purpose of distinguishing one component from another.

Hereinafter, embodiments according to the present invention will be described in detail with reference to the accompanying drawings. decide to do

1 is an exemplary diagram of an environment for providing health care information related to chronic respiratory allergic disease for the elderly including a health care information providing apparatus, a user terminal, and a network connecting them according to the present embodiment. Referring to FIG. 1 , a healthcare information providing environment 1 related to chronic respiratory allergy for the elderly includes a healthcare information providing device 100 , an external device 200 , a user terminal 300 and a network 400 . may include

The healthcare information providing apparatus 100 may collect one or more of nutrition-related information, environment-related information, space-related information, drug-related information, and medical treatment-related information from the external device 200 .

In this embodiment, the nutrition-related information may include information on ingredients including nutrients related to chronic respiratory diseases. In order to provide rational nutrition-related information, it is possible to construct basic data by first extracting nutrients that have a positive effect on chronic respiratory diseases from literature and data related to nutrition from the external device 200 . Secondarily, by using the national standard food ingredient table database provided by the Rural Development Administration 201 as an external device 200, information on ingredients with a large content for each related nutrient is classified into existing data consisting of nutrients that have a good effect on chronic respiratory diseases. can do.

In addition, the nutrition-related information may include a moving picture of a recipe for food that can be made using the classified ingredients. It is possible to select representative ingredients corresponding to nutrients that have a positive effect on chronic respiratory diseases and make a video of recipes for food that can be made with these ingredients. In addition, as ingredients that are easily available at home, anyone can easily cook them, and it is possible to provide a recipe for food that is easy for the elderly to consume. Recipe videos of food may be collected from YouTube 202 as an external device 200 or directly produced.

In addition, the environment-related information may include one or more of a concentration of fine dust and a concentration of pollen related to a chronic respiratory disease. Environment-related information may be collected from the Korea Environment Corporation 203 as the external device 200 , the Korea Meteorological Administration, and the like. Environment-related information may be processed to provide a notification to the user.

In addition, the space-related information may include one or more of hospitals, pharmacies, fine dust shelters, and public institutions existing in the vicinity of the chronic respiratory disease patient based on the user's GPS information. The space-related information may be collected from a city hall as an external device 200 , a health insurance review and evaluation agency, and the like. Convenience can be provided to the user by providing the user with information such as hospitals, pharmacies, fine dust shelters, and public periods near the user based on GPS.

In addition, the drug-related information may include information on drugs for chronic respiratory diseases and information on drugs taken by people with chronic respiratory diseases. When a user registers a respiratory drug to be taken, drug information can be provided, a medication record can be recorded, and medication reminder information can be provided when a medication time is set.

In addition, the drug-related information may include drug side effects information. This may be to provide information on side effects that occur while taking the drug to the user to awaken awareness about taking the drug. For drug-related information, drug information data and respiratory drug side effect data provided by the Ministry of Food and Drug Safety as the external device 200 may be collected.

In addition, the treatment-related information may include a result of a test item tested by a person with a chronic respiratory disease and a statement written by a medical practitioner who has treated the person with a chronic respiratory disease. The medical treatment-related information may be collected from a medical insurance management corporation, a hospital, etc. as the external device 200 .

In addition, the specialized information may include literature, data, papers, etc. about at least one of nutrition-related information, environmental-related information, spatial-related information, drug-related information, and medical treatment-related information. Professional information may be collected from a Korean medical thesis database as the external device 200 . In this embodiment, professional information may be provided to support the validity and reliability of the collected nutrition-related information, environment-related information, space-related information, drug-related information, and medical treatment-related information.

In an optional embodiment, the healthcare information providing apparatus 100 may collect health-related information. This is to provide the user with additional necessary health-related information, and it can be provided in the form of card news that is easy to see at a glance by reflecting the user's needs through a user survey. Health-related information can be collected from the disease control headquarters, hospital, etc. as the external device 200, and after reviewing this information by a clinical specialist, information determined to be helpful information can be selected, processed, and provided. have.

The health care information providing device 100 provides specialized information on one or more of nutrition-related information, environment-related information, space-related information, drug-related information, medical treatment-related information, and health-related information with a specific meaning. can be classified by grade.

Here, the specific meaning is based on the evidence pyramid (see FIG. 5) in evidence-based medicine, meta-analysis and systematic review, randomized controlled trial (RCT), It may include one of a cohort study, a case control study, a cross sectional study, a case report, and a case study.

When explaining meta-analysis and systematic literature review, first, systematic literature review is conducted objectively and scientifically based on the procedures for setting research questions, exploring and confirming related studies, evaluating the quality of research, summarizing evidence, and interpreting the results. It can be the best scientific basis for making meaningful decisions in the field and in the clinical setting. A meta-analysis is not synonymous with systematic literature review, but as part of a systematic literature review, it can be a statistical procedure performed in conducting a systematic literature review. Meta-analysis and systematic literature review are analysis methods that collect all relevant studies for a certain question. . In this embodiment, professional information having the meaning of meta-analysis and systematic literature review may be classified into the first evidence grade, which is the highest grade in the degree of evidence.

The randomized controlled trial is a method performed in clinical trials, etc., and may include a research method in which subjects are randomly divided into an experimental group and a control group to reduce data deviation, and compared, and the results are analyzed. While meta-analysis and systematic literature review are observational methods, randomized controlled trials are experimental methods. As it is a large-scale research method that requires a lot of capital and manpower, it is also an important content that will be published in a medical paper with great influence. In this embodiment, expert information having the meaning of a randomized controlled trial may be classified into a second level of evidence having a second higher level of evidence.

Cohort studies, one of the observational research methods, prospectively (before the onset of disease) follow a specific population over time, and may include research methods to determine whether exposure to certain factors affects disease development. have. Cohort studies can directly measure comparative risk and attributable risk, are objective, and can expose rare factors. In the present embodiment, expert information having the meaning of a cohort study may be classified into a third level of evidence in which the degree of evidence is a median grade.

In case control studies, subjects can be classified according to the presence or absence of disease. Since exposure data (disease data) that have already occurred is used, it can be called a retrospective study method. It may be a research method in which a person with a specific disease and a person without the disease are selected, and the degree of exposure to a risk factor thought to be related to the occurrence of the disease is compared. Although the retrospective study method is less reliable than the prospective study method, it can be used as a good basis for very rare diseases or diseases that are difficult to conduct clinical trials. In the present embodiment, expert information having the meaning of case control study may be classified into a fourth evidence grade, in which the degree of evidence is a low-middle grade.

Cross-sectional studies may involve examining different populations at different points in time to gather data about people at different stages of life or in different circumstances. These methods can be contrasted with longitudinal studies, which examine populations over time to observe developmental processes and the effects of a changing environment. The advantage of the cross-sectional study method is that it is rapid and can reduce exogenous variables resulting from the passage of time without relying on changing resources or research teams. Case reports and case studies are the presentation of insights on the treatment or nursing of a specific patient at conferences or magazines, etc. In general, the cases that are subject to case reports are rare diseases, cases of new test methods or treatments, etc. many. The case report can be reported after introducing the case and summarizing the treatment, examination, or nursing performed. For this reason, objectivity, analytical analysis, abstraction, critical thinking, and total power may be required for the reporter. Case assistance for observations in a small number of patients (usually 1-2 patients) The level of evidence may also be low. Because the case report itself is only observed in a small number of patients, it is difficult to conclude whether the result was incidental or caused by other unknown causes. In this embodiment, specialized information having the meaning of one or more of a cross-sectional investigation study, a case report, and a case study may be classified into a fifth level of evidence having a lower level of evidence.

In this embodiment, Ideas, Editorials, Opinions, etc. classified as the lowest grade of the evidence pyramid may be excluded from the evidence grade because the level of evidence is very low due to the personal opinion of experts not based on clinical research.

In this embodiment, professional information is classified into a first evidence grade to a fifth evidence grade having a specific meaning as described above, and the ranking of the degree of evidence from the first evidence grade to the fifth evidence grade is set in descending order However, it is not limited thereto, and the grade of evidence may be further subdivided, and the ranking of the degree of evidence may also vary.

The healthcare information providing apparatus 100 may process professional information classified into grades with specific meanings into literacy information including a user-friendly language. Here, literacy may include the ability to acquire and understand knowledge and information through written records. Since such literacy significantly deteriorates as the elderly increase, the healthcare information providing apparatus 100 may process professional information classified into grades having a specific meaning into literacy information including an elderly-friendly language.

The health care information providing device 100 combines literacy information with at least one of nutrition-related information, environment-related information, space-related information, drug-related information, medical treatment-related information, and health-related information, to provide a user terminal ( 300) can be provided. In an optional embodiment, the health care information providing apparatus 100 transmits each of nutrition-related information, environment-related information, space-related information, drug-related information, medical treatment-related information, health-related information, and literacy information to a user terminal ( 300) may be provided. The health care information providing apparatus 100 may provide reliable health-related information to the elderly by providing health care information in consideration of the literacy of the elderly.

The external device 200 may include a device that provides various types of information collected by the healthcare information providing device 100 at the request of the healthcare information providing device 100 . The external device 200 provides, for example, the Rural Development Administration 201, YouTube 202, etc. that can provide nutrition-related information, the Korea Environment Corporation 203, the Korea Meteorological Administration, etc. that can provide environmental information, space-related information The City Hall, Health Insurance Review and Assessment Service, etc. that can provide information, the Ministry of Food and Drug Safety, etc. that can provide drug-related information, the Medical Insurance Management Corporation and hospitals that provide treatment-related information, and a database of Korean medical dissertations that provide professional information and the like, and the Centers for Disease Control and Prevention that provides health-related information.

The user terminal 300 may include a computing device for accessing a healthcare information providing application or a healthcare information providing site provided by the healthcare information providing apparatus 100 to receive a healthcare information providing service.

In this embodiment, the user terminal 300 is a desktop computer 301, a smart phone 302, a notebook 303, a tablet PC, a smart TV, a mobile phone, a PDA (personal digital assistant), a laptop, and media operated by the user. It may be, but is not limited to, a player, a micro server, a global positioning system (GPS) device, an e-book terminal, a digital broadcasting terminal, a navigation device, a kiosk, an MP3 player, a digital camera, a home appliance, and other mobile or non-mobile computing devices. Also, the user terminal 300 may be a wearable terminal such as a watch, glasses, a hair band, and a ring having a communication function and a data processing function. The user terminal 300 is not limited to the above content, and a terminal capable of web browsing may be borrowed without limitation.

In this embodiment, the user terminal 300 may be a terminal operated by an elderly person or may include a terminal operated by a guardian of the elderly.

The network 400 may serve to connect the healthcare information providing device 100 , the external device 200 , and the user terminal 300 . The network 400 is, for example, a wired network such as local area networks (LANs), wide area networks (WANs), metropolitan area networks (MANs), and integrated service digital networks (ISDNs), wireless LANs, CDMA, Bluetooth, and satellite communication. It may cover a wireless network such as, but the scope of the present invention is not limited thereto. Also, the network 400 may transmit/receive information using short-distance communication and/or long-distance communication. Here, the short-distance communication may include Bluetooth, radio frequency identification (RFID), infrared data association (IrDA), ultra-wideband (UWB), ZigBee, and wireless fidelity (Wi-Fi) technologies. Communication may include code division multiple access (CDMA), frequency division multiple access (FDMA), time division multiple access (TDMA), orthogonal frequency division multiple access (OFDMA), single carrier frequency division multiple access (SC-FDMA) technology. can

Network 400 may include connections of network elements such as hubs, bridges, routers, and switches. Network 400 may include one or more connected networks, eg, multiple network environments, including public networks such as the Internet and private networks such as secure enterprise private networks. Access to network 400 may be provided via one or more wired or wireless access networks. Furthermore, the network 400 may support an Internet of Things (IoT) network and/or 5G communication that exchanges and processes information between distributed components such as things.

In an optional embodiment, the environment for providing health care information related to chronic respiratory allergy for the elderly may further include a plurality of servers (a single server may be configured according to an embodiment) (not shown). When the healthcare information providing device 100 collects one or more of nutrition-related information, environment-related information, space-related information, drug-related information, and treatment-related information, the server uses a block chain to collect personal information. It can be encrypted and stored while being protected. In particular, when issuing treatment-related information (for example, a statement written by a medical practitioner), a certificate is issued to the user himself/herself and only the user himself/herself can inquire about it. You can make it possible to collect only verified information at a formal level. To this end, the healthcare information providing device 100 collects and stores the analysis result of the header on the block-chained data from the server, and divides it into file-up I/O, which is a principle of speeding up processing with security, and can be stored. .

When explaining the function of the server to classify and store file-up i/o through FIG. 8 , the user terminal 300 can access the healthcare information providing application provided by the healthcare information providing device 100 through login. have. Here, when registering as a member, the server may store user information using a block chain algorithm. When storing member information in the server, header values and main information can be distributed and stored. This is to protect the user's personal information. In this case, the header value may be stored in a folder of a specific server.

The header value can be used for ID identification and confirmation when multiple people access once, ask for an ID, enter a password and confirm. While accessing the server and using the healthcare information providing application, the header value and the changed information value are stored in the same place on the server, and the header value can be copied and stored together.

When the user exits the healthcare information providing application, the header value and the main information finally distributed and stored in the server may be distributed and stored. At this time, the header value stored together can be deleted from the main storage, and already copied and stored in the original header value storage.

In addition, the doctor's opinion and opinion can be delivered to the patient, and the opinion can be distributed and stored on the server. The storage is also stored in the block chain, and the header, the main statement, and the header can be stored separately in each document for the issuance of the certificate.

The role of the header here is that when multiple users access at once and perform roles such as registering for membership, storing prescriptions, and storing doctor’s opinions, in the past, blockchains are created and stored one by one, and when they are used again, they are called and combined one by one. On the other hand, if the header is used, the user has the basic information of the header, and the user can load the block-chained data that matches the header value at the desired time, and it is significantly superior in speed and security.

At this time, a hexadecimal number is used, where 1 byte and 2 bytes, that is, the first two digits or the last two digits of a hexadecimal number can be used. For example, if the hexadecimal number of the header indicating a file is 12;34;56;78;ab;cd;12;34, 12 and 34 are set as headers, and the ID and password are stored by combining them (front and back). can be found By repeating this, you can apply a faster and simpler blockchain technology.

2 is a block diagram schematically illustrating a configuration of an apparatus for providing healthcare information according to the present embodiment. In the following description, the part overlapping with the description of FIG. 1 will be omitted. Referring to FIG. 2 , the healthcare information providing apparatus 100 includes a communication unit 110 , a storage medium 120 , a program storage unit 130 , a database 140 , an information processing unit 150 , and a control unit 160 . can do. In this embodiment, "unit" may be a hardware component such as a processor or circuit, and/or a software component executed by a hardware component such as a processor.

The communication unit 110 interworks with the network 400 to provide a communication interface necessary to provide a transmission/reception signal between the healthcare information providing device 100 , the external device 200 , and the user terminal 300 in the form of packet data. can do. Furthermore, the communication unit 110 may serve to receive a predetermined information request signal from the user terminal 300 , and may serve to transmit information processed by the information processing unit 150 to the user terminal 300 . have. Here, the communication network is a medium that serves to connect the healthcare information providing device 100, the external device 200, and the user terminal 300, and the user terminal 300 is the healthcare information providing device ( 100) may include a path that provides an access path so that information can be transmitted and received after being accessed. In addition, the communication unit 110 may be a device including hardware and software necessary for transmitting and receiving signals such as control signals or data signals through wired/wireless connection with other network devices.

The storage medium 120 performs a function of temporarily or permanently storing data processed by the controller 160 . Here, the storage medium 120 may include a magnetic storage medium or a flash storage medium, but the scope of the present invention is not limited thereto. The storage medium 120 may include internal memory and/or external memory, volatile memory such as DRAM, SRAM, or SDRAM, one time programmable ROM (OTPROM), PROM, EPROM, EEPROM, mask ROM, flash ROM, etc. , NAND flash memory, or non-volatile memory, such as NOR flash memory, SSD. It may include a flash drive such as a compact flash (CF) card, an SD card, a Micro-SD card, a Mini-SD card, an Xd card, or a memory stick, or a storage device such as an HDD.

The program storage unit 130 collects one or more of nutrition-related information, environment-related information, space-related information, drug-related information, medical treatment-related information and professional information, and health-related information from the external device 200 . Classifying professional information on one or more of tasks, nutrition-related information, environment-related information, spatial-related information, drug-related information, and medical-related information into a class with a specific meaning, a class with a specific meaning Processing of professional information classified as literacy information including user-friendly language, nutrition-related information, environment-related information, spatial-related information, drug-related information, and literacy information into one or more of medical information A task of combining and providing, a task of analyzing the user's life pattern by collecting the usage situation of the user terminal 300, and not based on a signal requesting information from the user, but according to the analysis result of the user's life pattern, nutrition-related information And, it is equipped with control software that performs a task of providing one or more of environment-related information, space-related information, drug-related information, medical treatment-related information, health-related information, and literacy information as notifications.

The database 140 may include a user database that stores user and/or guardian information. Here, the information of the user and/or guardian includes basic information such as name, affiliation, personal information, gender, age, contact information, email, address, and image, and authentication (login) such as ID (or email) and password. ), access country, access location, information about the device used for access, and information related to access such as the connected network environment.

In addition, in the user database, information and/or category history, environment setting information, resource usage information, and billing and payment information in response to resource usage are provided by users and/or guardians by accessing a healthcare information providing application or healthcare information providing site. can be stored.

In addition, the database 140 stores nutrition-related information, environment-related information, space-related information, drug-related information, medical treatment-related information and professional information, and health-related information collected through the external device 200 . It may further include a management database. In addition, information classified and/or processed by the information processing unit 150 and various types of information provided to the user terminal 300 may be stored in the management database.

The information processing unit 150 collects at least one of nutrition-related information, environment-related information, space-related information, drug-related information, medical treatment-related information and professional information, and health-related information from the external device 200 . can

The information processing unit 150 may classify specialized information on one or more of nutrition-related information, environment-related information, space-related information, drug-related information, and medical treatment-related information into grades with specific meanings.

The information processing unit 150 may process professional information classified into grades having a specific meaning into literacy information including a user-friendly language.

The information processing unit 150 may combine and provide literacy information with at least one of nutrition-related information, environment-related information, space-related information, drug-related information, and medical treatment-related information.

The information processing unit 150 collects the usage situation of the user terminal 300 and analyzes the user's life pattern, not based on the information request signal from the user, but according to the analysis result of the user's life pattern, nutrition-related information, At least one of environment-related information, space-related information, drug-related information, medical treatment-related information, health-related information, and literacy information may be provided as a notification. Hereinafter, details of the information processing unit 150 will be described with reference to FIG. 3 .

The control unit 160 is a kind of central processing unit and may control the entire operation of the healthcare information providing apparatus 100 by driving the control software mounted on the program storage unit 130 . The controller 160 may include all kinds of devices capable of processing data, such as a processor. Here, the 'processor' may refer to a data processing device embedded in hardware having a physically structured circuit to perform a function expressed by, for example, a code or an instruction included in a program. As an example of the data processing apparatus embedded in the hardware as described above, a microprocessor, a central processing unit (CPU), a processor core, a multiprocessor, an application-specific integrated (ASIC) circuit) and a processing device such as a field programmable gate array (FPGA), but the scope of the present invention is not limited thereto.

FIG. 3 is a block diagram schematically illustrating the configuration of an information processing unit in the apparatus for providing health care information of FIG. 2 . In the following description, descriptions of parts overlapping with those of FIGS. 1 and 2 will be omitted. Referring to FIG. 3 , the information processing unit 150 may include a collection unit 151 , a classification unit 152 , a processing unit 153 , a providing unit 154 , and an analysis unit 155 . In this embodiment, "unit" may be a hardware component such as a processor or circuit, and/or a software component executed by a hardware component such as a processor.

The collection unit 151 may collect one or more of nutrition-related information, environment-related information, space-related information, drug-related information, medical treatment-related information and professional information, and health-related information from the external device 200 . can

The classification unit 152 may classify professional information on one or more of nutrition-related information, environment-related information, spatial-related information, drug-related information, and medical treatment-related information into grades having specific meanings.

The classification unit 152 determines the validity and reliability of at least one of nutrition-related information, environment-related information, space-related information, drug-related information, medical treatment-related information, and health-related information from the collection unit 151 . You can receive the collection results for the papers as supporting professional information.

The classification unit 152 may classify each of the papers into one of the first evidence grade to the fifth evidence grade, and the ranking of the degree of evidence from the first evidence grade to the fifth evidence grade is set in descending order. can

The classification unit 152 may classify the thesis as professional information having the meaning of meta-analysis and systematic literature review into a first evidence grade having the highest degree of evidence. The classification unit 152 may classify a paper having the meaning of a randomized controlled trial into a second evidence grade having a second higher level of evidence. The classification unit 152 may classify a paper having the meaning of a cohort study into a third evidence grade having a median degree of evidence. The classification unit 152 may classify the thesis having the meaning of the case control study into a fourth evidence grade in which the degree of evidence is a middle or low grade. The classification unit 152 may classify a paper having one or more meanings of a cross-sectional research study, a case report, and a case study into a fifth level of evidence having a lower level of evidence.

In an optional embodiment, the classification unit 152 may classify the evidence grade of each of the papers using a deep neural network model trained in advance to classify the expert information into an evidence grade indicating the degree of evidence. Here, the deep neural network model takes arbitrary papers as input, and includes the first grade of evidence including the meaning of meta-analysis and systematic literature review, the second grade of evidence including the meaning of randomized controlled trials, and the meaning of cohort studies. In training data labeled with a third class of evidence that includes the meaning of a case-controlled study, a fourth class of evidence that includes one of the meanings of a case-controlled study, It may include a model trained in a supervised learning method by

The processing unit 153 may process professional information classified into a grade having a specific meaning into literacy information including a user-friendly language. The processing unit 153 may generate Korean translation text information from professional information classified into a grade having a specific meaning. In this embodiment, the processing unit 153 may use a translator to generate professional information as Korean translation text information.

The processing unit 153 may generate a summary from the Korean translation text information. The processing unit 153 may first determine a keyword from the Korean translation text information to generate the summary. The processing unit 153 may log the contents of the Korean translation text by using an optical character reader (OCR)/natural language unit (NLU) to understand the flow of the Korean translation text information. The processing unit 153 may identify a topic for the Korean translation text information based on recurrent neural networks (RNN) and a hierarchical hidden markov model, and may determine a keyword from the Korean translation text information.

Various techniques may be used as a method for the processing unit 153 to determine a keyword from the Korean translation text information. For example, the processing unit 153 may decompose the Korean translation text information into morpheme units, and then determine the noun as a keyword. A word used in connection with a pre-stored search (eg, silver, is, this, a, of, etc.) may be recognized as a noun. Alternatively, the processing unit 153 may decompose the Korean translation text information into morpheme units, extract an interrogative pronoun, and determine a word that is an answer to the interrogative pronoun as a keyword. Alternatively, the processing unit 153 may decompose the Korean translation text information into morpheme units, and then determine a word representing the tense as a keyword. A group of words representing interrogative pronouns or tenses may be pre-stored.

The processing unit 153 compares the exposure frequency of the keyword determined in the Korean translation text information, and when the determined keyword is exposed more than a preset number of times (eg, 5 times) in the Korean translation text information, it can be determined as a core keyword. have.

The processing unit 153 may generate a summary sentence as a sentence in which the determined key keyword is reconstructed. The processing unit 153 may extract a sentence including the core keyword from the dialogue text, and calculate a confidence value from the distribution of the core keyword for each extracted sentence. Here, the reliability value may be a value determined in proportion to the number of core keywords for each sentence. The processing unit 153 may generate a summary by comparing the reliability value calculated for each sentence with a preset threshold value, and extracting a sentence having a reliability greater than or equal to the preset threshold value from the Korean translation text information.

The processing unit 153 may process the summary to generate preliminary literacy information including title information and content information. The processing unit 153 may generate final literacy information in which the preliminary literacy information is combined with the ground level indication information of the professional information classified by the classification unit 152 and the original URL location information of the professional information.

The providing unit 154 may combine and provide literacy information with at least one of nutrition-related information, environment-related information, space-related information, drug-related information, medical treatment-related information, and health-related information. In this embodiment, the providing unit 154 may provide nutrition-related information, environment-related information, space-related information, drug-related information, medical treatment-related information, and health-related information, respectively, in combination with literacy information may provide.

The analysis unit 155 may analyze the user's life pattern by collecting the usage situation of the user terminal 300 . In the case of the elderly, based on a relatively regular life pattern, the usage status of the user terminal 300 may be collected to analyze the life pattern.

Based on the analysis result of the analysis unit 155, the providing unit 154 does not based on the information request signal from the user, but according to the analysis result of the user's life pattern, nutrition-related information, environment-related information, space-related At least one of information, drug-related information, medical treatment-related information, health-related information, and literacy information may be provided as a notification.

For example, the providing unit 154 may provide nutrition-related information and drug-related information according to the time the user eats. Also, when the user goes out, the providing unit 154 may receive GPS information and provide the user with environment-related information and space-related information. Also, the providing unit 154 may provide drug-related information according to the user's medication time.

For another example, if it is analyzed that the user visits a specific groin at a predetermined time or day of the week, the providing unit 154 may include the user's allergic disease such as pollen concentration and fine dust concentration in the specific groin at the corresponding time or day It is possible to provide related environment-related information or space-related information such as shelters, hospitals, and pharmacies located within a certain range of a specific space. If the providing unit 154 determines that the user is registered as a residence or deviates from a preset range or more in a place determined as a residence before the user visits a specific space at the corresponding time or day of the week, the user's location change rate is preset in advance. When the speed is higher than the set speed, it is determined that the vehicle is moving, and information related to a specific space can be provided. In another example, if the providing unit 154 determines that the user's location change speed is greater than or equal to a preset speed after leaving the user's residence, and that the direction of the location change is directed toward the specific space described above, environment-related information related to the specific space Alternatively, space-related information may be provided.

4 is an exemplary diagram of information collected by the apparatus for providing healthcare information according to the present embodiment. In the following description, descriptions of parts overlapping with those of FIGS. 1 to 3 will be omitted.

Referring to FIG. 4 , FIG. 4A shows the types of chronic respiratory diseases (eg, lung function, respiratory failure, asthma, upper respiratory infection, etc.) collected by the healthcare information providing device 100 from the external device 200 and , shows the results of processing information about nutrients (eg, vitamin C) that have a positive effect on chronic respiratory diseases and food ingredients that have a positive effect on chronic respiratory diseases.

FIG. 4B shows a result of the healthcare information providing device 100 collecting recipe videos of food that can be made using ingredients that have a good effect on chronic respiratory diseases from a video providing site. In this embodiment, the healthcare information providing apparatus 100 may directly produce a recipe video separately from the video providing site.

FIG. 4c shows the environment-related information collected by the health care information providing device 100 from the external device 200 with measurement items (SO2, CO, O3, NO2, etc.) and an average value of time/day/month/year , shows the results of processing with regional averages.

4D is a result of processing the name and address of the fine dust shelter as space-related information collected by the healthcare information providing device 100 from the external device 200, the available number of people, contact information, and operating hours, and the It shows the results of processing the name, evaluation item, evaluation grade, and address of the hospital related to the location.

Figure 4e is a result of processing the drug item, efficacy, medication cycle, etc. for chronic respiratory disease collected by the healthcare information providing device 100 from the external device 200, and the result of processing side effect information on the drug is showing

4f is a card format in which the health care information providing device 100 provides the health-related information collected from the external device 200 to the user terminal 300 (eg, blocking without opening a window as much as possible, a hat when going out, It shows the results of processing with glasses, wearing a mask, drinking more than 8 glasses of water a day, etc.).

5 is an exemplary diagram illustrating criteria for classifying professional information into grades by the healthcare information providing apparatus according to the present embodiment. In the following description, descriptions of parts overlapping with those of FIGS. 1 to 4 will be omitted.

Referring to FIG. 5 , the healthcare information providing apparatus 100 may be based on the evidence pyramid used in evidence-based medicine in order to classify professional information into grades with specific meanings.

In this embodiment, the healthcare information providing device 100 classifies the thesis as professional information having the meaning of meta-analysis and systematic literature review into a first evidence grade with the highest level of evidence, and displays the first evidence grade I can assign five stars for the information.

The healthcare information providing apparatus 100 may classify a paper having the meaning of a randomized controlled trial into a second evidence grade having a second higher level of evidence, and may assign four stars as the second evidence grade indication information.

The healthcare information providing apparatus 100 may classify a paper having the meaning of a cohort study into a third evidence grade in which the degree of evidence is a median grade, and may assign three stars as the third evidence grade indication information.

The health care information providing apparatus 100 may classify a thesis having the meaning of a case control study into a fourth evidence grade in which the degree of evidence is an intermediate or lower grade, and may assign two stars as the fourth evidence grade indication information.

The healthcare information providing device 100 classifies a paper having one or more meanings of a cross-sectional research study, a case report, and a case study into a fifth level of evidence with a lower level of evidence, and is classified as the fifth level of evidence indication information. Dogs can be assigned.

6 is an exemplary diagram illustrating final literacy information generated by the apparatus for providing healthcare information according to the present embodiment. In the following description, descriptions of parts overlapping with those of FIGS. 1 to 5 will be omitted. Referring to FIG. 6 , the final literacy information generated by the healthcare information providing apparatus 100 may include title information, evidence grade display information, content information, and original URL location information.

7 is a flowchart illustrating a method of providing health care information related to chronic respiratory allergy for the elderly according to the present embodiment. In the following description, descriptions of parts overlapping with those of FIGS. 1 to 6 will be omitted. The healthcare information providing method according to the present embodiment may be performed by the information processing unit 150 or the control unit 160 of the healthcare information providing apparatus 100 .

Referring to FIG. 7 , in step S710 , the healthcare information providing device 100 receives nutrition-related information, environment-related information, space-related information, drug-related information, and medical treatment-related information from the external device 200, Collect health-related information and professional information.

In step S720, the health care information providing device 100 ranks professional information on one or more of nutrition-related information, environment-related information, space-related information, drug-related information, and treatment-related information with a specific meaning. classified as

The healthcare information providing apparatus 100 may classify each of the papers as professional information into one of the first evidence grade to the fifth evidence grade. Here, the first grade of evidence includes the meaning of meta-analysis and systematic review, the second grade of evidence includes the meaning of a randomized controlled trial (RCT), and the second grade of evidence includes the meaning of a randomized controlled trial (RCT). Grade 3 Evidence includes the meaning of a cohort study, Grade 4 includes the meaning of a case control study, and Grade 5 includes the meaning of a cross sectional study. And, it includes one of the meaning of a case report and the meaning of a case study, and the ranking of the degree of evidence from the first level of evidence to the fifth level of evidence may be set in descending order.

In addition, the healthcare information providing apparatus 100 may classify the evidence grade of each of the papers using a deep neural network model trained in advance to classify the professional information into the evidence grade indicating the degree of evidence. Here, the deep neural network model takes arbitrary papers as input, and includes the first grade of evidence including the meaning of meta-analysis and systematic literature review, the second grade of evidence including the meaning of randomized controlled trials, and the meaning of cohort studies. In training data labeled with a third class of evidence that includes the meaning of a case-controlled study, a fourth class of evidence that includes one of the meanings of a case-controlled study, It may be a model trained in a supervised learning method by

In step S730, the healthcare information providing apparatus 100 processes the professional information classified into grades having a specific meaning into literacy information including a user-friendly language.

The healthcare information providing device 100 generates Korean translation text information from professional information classified into grades with specific meanings, generates a summary from the Korean translation text information, and processes the summary text to obtain title information and content The preliminary literacy information including the information may be generated, and final literacy information may be generated by combining the preliminary literacy information with information on the evidence grade of the professional information and the original URL location information of the professional information.

In step S740, the healthcare information providing device 100 combines literacy information with at least one of nutrition-related information, environment-related information, space-related information, drug-related information, medical treatment-related information, and health-related information. to provide it to the user terminal 300 . In an optional embodiment, the health care information providing apparatus 100 transmits each of nutrition-related information, environment-related information, space-related information, drug-related information, medical treatment-related information, health-related information, and literacy information to a user terminal ( 300) may be provided.

In an optional embodiment, the healthcare information providing device 100 collects the usage situation of the user terminal 300 and analyzes the user's life pattern, not based on the information request signal from the user, but on the analysis result of the user's life pattern Accordingly, at least one of nutrition-related information, environment-related information, space-related information, drug-related information, medical treatment-related information, and literacy information may be provided as a notification.

The above-described embodiment according to the present invention may be implemented in the form of a computer program that can be executed through various components on a computer, and such a computer program may be recorded in a computer-readable medium. In this case, the medium includes a hard disk, a magnetic medium such as a floppy disk and a magnetic tape, an optical recording medium such as CD-ROM and DVD, a magneto-optical medium such as a floppy disk, and a ROM. , RAM, flash memory, and the like, and hardware devices specially configured to store and execute program instructions.

Meanwhile, the computer program may be specially designed and configured for the present invention, or may be known and used by those skilled in the computer software field. Examples of the computer program may include not only machine code generated by a compiler, but also high-level language code that can be executed by a computer using an interpreter or the like.

In the specification of the present invention (especially in the claims), the use of the term "above" and similar referential terms may be used in both the singular and the plural. In addition, when a range is described in the present invention, each individual value constituting the range is described in the detailed description of the invention as including the invention to which individual values belonging to the range are applied (unless there is a description to the contrary). same as

The steps constituting the method according to the present invention may be performed in an appropriate order unless the order is explicitly stated or there is no description to the contrary. The present invention is not necessarily limited to the order in which the steps are described. The use of all examples or exemplary terms (eg, etc.) in the present invention is merely for the purpose of describing the present invention in detail, and the scope of the present invention is limited by the examples or exemplary terms unless defined by the claims. it's not going to be In addition, those skilled in the art will recognize that various modifications, combinations, and changes can be made in accordance with design conditions and factors within the scope of the appended claims or their equivalents.

Therefore, the spirit of the present invention should not be limited to the above-described embodiments, and the scope of the spirit of the present invention is not limited to the scope of the scope of the present invention. will be said to belong to

100: health care information providing device
200: external device
300: user terminal
400: network

Claims (15)

A method of providing healthcare information of a computing device including a processor, the method comprising:
By the processor, one of a food material containing nutrients related to chronic respiratory disease and nutrition-related information including a moving picture of a recipe for food that can be made using the food material, fine dust concentration and pollen concentration related to the chronic respiratory disease Environment-related information including abnormality, and spatial-related information including at least one of hospitals, pharmacies, fine dust shelters and public institutions existing in the vicinity of chronic respiratory disease patients based on the user's GPS information, and the chronic respiratory disease drug information, drug-related information including drug information and drug side effects information taken by the chronic respiratory disease patient, the results of the test items tested by the chronic respiratory disease patient, and medical personnel who treated the chronic respiratory disease patient collecting professional information on at least one of treatment-related information including a statement of opinion, the nutrition-related information, the environment-related information, the space-related information, the drug-related information, and the treatment-related information;
Classifying, by the processor, the specialized information on one or more of the nutrition-related information, the environment-related information, the spatial-related information, the drug-related information, and the medical care-related information into a grade with a specific meaning to do;
processing, by the processor, the professional information classified into the grade having the specific meaning into literacy information including a user-friendly language; and
Comprising the step of providing by combining the literacy information with one or more of the nutrition-related information, the environment-related information, the space-related information, the drug-related information, and the medical treatment-related information,
How to provide health care information. The method of claim 1,
The step of classifying the professional information into a grade with a specific meaning,
Collection results of papers as professional information supporting evidence and reliability for one or more of the nutrition-related information, the environment-related information, the spatial-related information, the drug-related information, and the medical-related information receiving;
classifying each of the papers into one grade among a first evidence grade to a fifth evidence grade;
The first grade of evidence includes the meaning of meta-analysis and systematic review, the second grade of evidence includes the meaning of a randomized controlled trial (RCT), and the third grade of evidence includes the meaning of a randomized controlled trial (RCT). The grade of evidence includes the meaning of a cohort study, the fourth grade of evidence includes the meaning of a case control study, and the fifth grade of evidence includes the meaning of a cross sectional study. and includes one of the meaning of a case report and the meaning of a case study;
The ranking of the degree of evidence from the first level of evidence to the fifth level of evidence is set in descending order,
How to provide health care information. 3. The method of claim 2,
The classification step is
Classifying the evidence grade of each of the papers using a deep neural network model trained in advance to classify the expert information into an evidence grade indicating the degree of evidence,
The deep neural network model is
With random papers as input, the first grade of evidence including the meaning of meta-analysis and systematic review, the second grade of evidence including the meaning of the randomized controlled trial, the third grade of evidence including the meaning of the cohort study, case trained in a supervised manner by training data labeled with a fourth class of evidence containing the meaning of conditioning studies, a fifth class of evidence containing one of the meanings of a cross-sectional study study, a case report, and a case study. model,
How to provide health care information. The method of claim 1,
The step of processing into the literacy information,
generating Korean translation text information from the professional information classified into the grade having the specific meaning;
generating a summary sentence from the Korean translation text information;
generating preliminary literacy information including title information and content information by processing the summary text; and
generating final literacy information in which the preliminary literacy information is combined with the ground level indication information of the specialized information and the original URL location information of the specialized information;
How to provide health care information. The method of claim 1,
analyzing the user's life pattern by collecting usage conditions of the user terminal; and
The nutrition-related information, the environment-related information, the space-related information, the drug-related information, and the medical treatment-related information, not based on the information request signal from the user, but according to the analysis result of the user's life pattern and providing one or more of the literacy information as a notification.
How to provide health care information. The method of claim 1,
Storing the drug-related information or the data related to the treatment in a block chain based on a file; and
When a transmission request for the drug-related information or the medical treatment-related information from an external device is requested, further comprising the step of analyzing a header of the block-chained data to specify a transmission target,
How to provide health care information. 7. The method of claim 6,
The step of specifying the transmission target,
Comprising the step of obtaining block-chained data corresponding to the header based on the user's access information included in the header,
How to provide health care information. A computer-readable recording medium storing a computer program for executing the method of any one of claims 1 to 7 using a computer. As a device for providing health care information,
An environment including nutrition-related information including ingredients containing nutrients related to chronic respiratory disease and a video of recipes for food that can be made using the ingredients, and at least one of fine dust concentration and pollen concentration related to the chronic respiratory disease Based on the relevant information and the user's GPS information, spatial-related information including one or more of hospitals, pharmacies, fine dust shelters and public institutions existing in the vicinity of chronic respiratory disease patients, and drug information for the chronic respiratory disease and , Treatment including drug-related information including drug information and drug side effects information taken by the chronic respiratory disease person, the results of the test items tested by the chronic respiratory disease person, and a statement written by a medical practitioner who treated the chronic respiratory disease patient a collection unit for collecting specialized information on at least one of related information, the nutrition-related information, the environment-related information, the space-related information, the drug-related information, and the treatment-related information;
a classification unit for classifying the specialized information on one or more of the nutrition-related information, the environment-related information, the spatial-related information, the drug-related information, and the medical treatment-related information into grades with specific meanings;
a processing unit that processes professional information classified into grades having the specific meaning into literacy information including a user-friendly language; and
Comprising a providing unit for combining the literacy information with one or more of the nutrition-related information, the environment-related information, the space-related information, the drug-related information, and the medical treatment-related information,
Healthcare information providing device. 10. The method of claim 9,
The classification unit,
Collection results of papers as professional information supporting evidence and reliability for one or more of the nutrition-related information, the environment-related information, the spatial-related information, the drug-related information, and the medical-related information to receive,
Each of the papers is configured to classify one of the first to fifth evidence grades,
The first grade of evidence includes the meaning of meta-analysis and systematic review, the second grade of evidence includes the meaning of a randomized controlled trial (RCT), and the third grade of evidence includes the meaning of a randomized controlled trial (RCT). The grade of evidence includes the meaning of a cohort study, the fourth grade of evidence includes the meaning of a case control study, and the fifth grade of evidence includes the meaning of a cross sectional study. and, including one of the meaning of a case report and the meaning of a case study;
The ranking of the degree of evidence from the first level of evidence to the fifth level of evidence is set in descending order,
Healthcare information providing device. 11. The method of claim 10,
The classification unit,
It is configured to classify the evidence grade of each of the papers using a deep neural network model trained in advance to classify the expert information into an evidence grade indicating the degree of evidence,
The deep neural network model is
With random papers as input, the first grade of evidence including the meaning of meta-analysis and systematic review, the second grade of evidence including the meaning of the randomized controlled trial, the third grade of evidence including the meaning of the cohort study, case trained in a supervised manner by training data labeled with a fourth class of evidence containing the meaning of a conditioning study, a fifth class of evidence containing one of the meanings of a cross-sectional study, a case report, and a case study. model,
Healthcare information providing device. 10. The method of claim 9,
The processing unit,
Generating Korean translation text information from professional information classified into grades with the specific meaning,
generating a summary from the Korean translation text information;
The summary is processed to generate preliminary literacy information including title information and content information,
configured to generate final literacy information in which the preliminary literacy information is combined with the base level indication information of the specialized information and the original URL location information of the specialized information,
Healthcare information providing device. 10. The method of claim 9,
Further comprising an analysis unit to collect the usage situation of the user terminal to analyze the life pattern of the user,
The providing unit,
The nutrition-related information, the environment-related information, the space-related information, the drug-related information, and the medical treatment-related information, not based on the information request signal from the user, but according to the analysis result of the user's life pattern and, configured to provide one or more of the literacy information as a notification;
Healthcare information providing device. 10. The method of claim 9,
The collection unit,
The drug-related information or the treatment-related information is stored on a file-based basis, and the header of the block-chained data is analyzed when a transmission request for the drug-related information or the treatment-related information is requested from an external device. configured to specify
Healthcare information providing device. 15. The method of claim 14,
The collection unit,
configured to obtain block-chained data corresponding to the header based on the user's access information included in the header;
Healthcare information providing device.

Images