KR20200117118A - Methed of providing customized voice service based on deep-learning and system thereof - Google Patents

Abstract

According to one embodiment of the present invention, provided is an optimized medical service providing method, which comprises the steps of: collecting basic medical data; extracting medical related keywords; searching for corresponding medical video data based on the extracted medical related keywords; and providing medical service data including the searched medical video data.

Description

Optimized medical service provision method and medical service provision system {METHED OF PROVIDING CUSTOMIZED VOICE SERVICE BASED ON DEEP-LEARNING AND SYSTEM THEREOF}

The present invention relates to a method and system for providing an optimized medical service, and more particularly, to a method for providing an optimized medical service and a service system for providing a service platform therefor.

With the advancement of digital technology and communication technology, research on telemedicine services is ongoing.

However, such telemedicine services are limited to a very simple medical field, such as connecting a patient and a doctor through a communication means, providing a unilateral prescription, or a very simple treatment in order to improve time and distance constraints.

Moreover, the current medical system is not only very subdivided by field, but in reality there are many limitations in direct connection between a patient and a doctor in a very busy situation.

An object of the present invention is to provide an optimized medical service.

Another object of the present invention is to provide an optimized medical service including a video service suitable for a medical situation.

Another object of the present invention is to provide a service platform or service system for the method.

The technical problems to be achieved in the present invention are not limited to the above technical problems, and other technical problems that are not mentioned will be clearly understood by those of ordinary skill in the technical field to which the present invention belongs from the following description.

In order to solve the above-described problem, an optimized medical service providing method according to an embodiment of the present invention includes: collecting basic medical data; Extracting medical related keywords; Searching for corresponding medical video data based on the extracted medical related keywords; And providing medical service data including the searched medical video data.

In the method of providing an optimized medical service according to an embodiment of the present invention, the basic medical data is collected through at least one of a chat service through an application and a chat service on a web service.

In the method for providing an optimized medical service according to an embodiment of the present invention, the medical-related keyword includes words related to at least one or more of sex, age, disease, region, period, intensity, symptom, behavior, and medical history. Characterized in that.

In the method of providing an optimized medical service according to an embodiment of the present invention, the medical-related keywords are differently assigned a search importance weight to each of sex, age, disease, region, period, intensity, symptom, behavior, and medical history. It features.

In the method of providing an optimized medical service according to an embodiment of the present invention, the medical-related keyword is a preset keyword, a keyword that has been deep-learned in relation to the set keyword, and a similarity is defined in advance by comparing with the keywords. It is characterized in that it is extracted if it corresponds to at least one of the keywords that are higher than the specified level.

In the method of providing an optimized medical service according to an embodiment of the present invention, the medical video data is the number of times provided as the medical service data when other keywords other than gender and age among the extracted medical keywords are singular. It is characterized in that providing the most video data as basic video data.

In the method for providing an optimized medical service according to an embodiment of the present invention, the medical video data is searched for the plurality of keywords when there are a plurality of keywords other than sex and age among the extracted medical related keywords. The importance weight is considered and the video data for the number of all cases for the combination is searched, and the most searched video data among the searched video data or the video data corresponding to the largest number of all the above cases is provided as basic video data. do.

In the method for providing an optimized medical service according to an embodiment of the present invention, the medical video data is searched for the plurality of keywords when there are a plurality of keywords other than sex and age among the extracted medical related keywords. The best search combination is determined based on the importance weight, and video data most often provided as medical service data among the video data searched for the determined best search combination is provided as basic video data.

In the method for providing an optimized medical service according to an embodiment of the present invention, the medical video data is searched for the plurality of keywords when there are a plurality of keywords other than sex and age among the extracted medical related keywords. A search combination is determined based on an importance weight, and the determined search combination is ordered according to the search importance weight, and result importance weights are given differently to the video data retrieved from each search combination to select video data to be provided as medical service data. It features.

An optimized medical service providing system according to an embodiment of the present invention includes: a terminal; And a server that collects basic medical data to extract medical related keywords, searches for corresponding medical video data based on the extracted medical related keywords, and provides medical service data including the searched medical video data. do.

According to the present invention as described above, the effects described below can be obtained. However, the effect obtained through the present invention is not limited thereto.

First, according to the present invention, there is an effect of providing an optimized medical service.

Second, according to the present invention, there is an effect of providing an optimized medical service including a video service suitable for a medical situation.

Third, according to the present invention, there is an effect of providing a service platform for the above method.

1 is a schematic diagram of an optimized medical service system 100 according to an embodiment of the present invention.
2 is a block diagram of a server 120 according to an embodiment of the present invention.
3 is a flowchart illustrating an optimized medical service method according to an embodiment of the present invention.
4 is a flowchart illustrating a method of providing an optimized medical service related to a region query according to an embodiment of the present invention.
5 is a flowchart illustrating a method of providing an optimized medical service related to a disease inquiry according to an embodiment of the present invention.
6 is a flowchart illustrating a method of providing an optimized medical service related to a disease/age/period query according to an embodiment of the present invention.

이하, 본 발명에 따른 바람직한 실시 형태를 첨부된 도면을 참조하여 상세하게 설명한다. 첨부된 도면과 함께 이하에 개시될 상세한 설명은 본 발명의 예시적인 실시형태를 설명하고자 하는 것이며, 본 발명이 실시될 수 있는 유일한 실시형태를 나타내고자 하는 것이 아니다.

Hereinafter, preferred embodiments of the present invention will be described in detail with reference to the accompanying drawings. The detailed description to be disclosed hereinafter together with the accompanying drawings is intended to describe exemplary embodiments of the present invention, and is not intended to represent the only embodiments in which the present invention may be practiced.

These embodiments are provided only to make the posting of the present invention complete, and to fully inform the scope of the invention to those skilled in the art to which the present invention pertains, and the present invention will be defined by the scope of the claims. Only.

In some cases, in order to avoid obscuring the concept of the present invention, well-known structures and devices may be omitted or illustrated in a block diagram form centering on core functions of each structure and device. In addition, the same components will be described with the same reference numerals throughout the present specification.

Throughout the specification, when a part is said to "comprising or including" a certain component, it means that other components may be further included rather than excluding other components unless specifically stated to the contrary. do.

In addition, the term "?? unit" described in the specification means a unit that processes at least one function or operation, which may be implemented by hardware or software or a combination of hardware and software. Furthermore, "a or an", "one", and similar related terms are both singular and plural in the context describing the present invention, unless otherwise indicated herein or clearly contradicted by the context. It can be used as a meaning including.

In addition, specific terms used in the embodiments of the present invention are provided to aid in understanding of the present invention, and unless otherwise defined, all terms used herein including technical or scientific terms are It has the same meaning as commonly understood by those of ordinary skill in the art to which it belongs. The use of these specific terms may be changed in other forms without departing from the technical spirit of the present invention.

In this specification, a medical service optimized according to the present invention will be described.

Hereinafter, various embodiments of the present invention will be described with reference to the accompanying drawings.

To aid understanding of the present invention and for convenience of description, in the present specification, the optimized medical service according to the present invention is described in the form of an application or web service as an embodiment, but the present invention is not limited thereto.

Hereinafter, various embodiments according to the present invention will be described with reference to the accompanying drawings.

1 is a schematic diagram of an optimized medical service system 100 according to an embodiment of the present invention.

In FIG. 1, only core components of the optimized medical service system 100 are shown and described for convenience of description, but the present invention is not limited thereto.

For convenience, in the present specification, the optimized medical service according to the present invention extracts medical related keywords from basic medical data input by the terminal 110 by the server 120, and extracts medical video data from the extracted medical related keywords. Search and become a medical service. In this process, deep-learning-based learning, artificial intelligence (AI), augmented reality (AR), block-chain, and other ICT (Information & Communication Technology) technologies You can also provide medical services.

For convenience, the present invention describes providing medical video data as a medical service as an embodiment, but is not limited thereto. In addition, the medical service may be provided with not only video data but also other data such as voice, image, and text.

Referring to FIG. 1, an optimized medical service system 100 includes a terminal 110 and a server 120. Although not shown, the server 120 includes a separate medical database, and the medical database includes data input from the terminal 110, learned data related to medical services, videos uploaded by medical personnel such as doctors, Various medical-related data such as images and text can be stored. In addition to the above-described data, the medical database may store all types of data related to or necessary for an optimized medical service according to the present invention.

According to an embodiment, in FIG. 1, only one terminal 110 is illustrated for convenience, but there may be a plurality of terminals. In this case, each terminal may perform data communication directly with the server 120 or may perform data communication with the server 120 through another terminal or device. In addition, optimized medical service data related to the present invention may be exchanged between terminals through the server 120 or directly.

According to an embodiment, when the optimized medical service according to the present invention is provided in the form of an application, even if the network is not connected, the terminal 110 provides the optimized medical service through execution of the optimized medical service application previously downloaded and installed. can do. In this case, the server 120 may update medical service application data optimized periodically/aperiodically in relation to the application. In the above-described case, even when using an optimized medical service by running an application on the terminal 110, when related data is insufficient, the service can be automatically inquired to the server 120 or directly connected to the server 120 to provide service. Can be induced to be.

The terminal 110 and the server 120 may exchange various related optimized medical service data according to the present invention through a wired/wireless communication network.

The terminal 110 described herein including FIG. 1 includes all types of devices capable of providing data for product-optimized medical services according to the present invention, including fixed terminals and mobile terminals, or capable of providing the service. ) Is collectively referred to.

The terminal 110 may include at least a speaker for input/output of an optimized medical service. The terminal 110 may also include a microphone for inputting basic medical data. In addition, the terminal 110 may include a display for outputting or providing optimized medical service data. The display does not necessarily need to be embedded in the terminal 110, and a form capable of outputting the product-optimized medical service data through connection to an external display is sufficient. In addition, there is no limitation according to the size or shape of the display. In general, the display may include a touch screen or respond to user convenience through a keyboard, mouse, or stylus.

According to an embodiment, the terminal 110 may also store motion data such as gestures and iris response data at the time of inputting basic medical data for an optimized medical service according to the present invention through a camera sensor (internal or external). The basic medical data may be provided to the server 120 or together with the basic medical data.

Accordingly, the terminal 110 may further include a sensing module for sensing various data for an optimized medical service according to the present invention.

With the terminal 110, components for data input/output, such as smartphones, PCs, tablet PCs, TVs, monitors, wearable devices, recorders, cassette tapes, optimized medical service devices, etc. Any type of connectable device can be included. However, the scope of the present invention is not limited by the above examples.

According to an embodiment, to the terminal 110, a terminal device, a terminal, a mobile station (MS), a mobile subscriber station (MSS), a subscriber station (SS), an advanced mobile station (AMS), a wireless terminal (WT). ), a Machine-Type Communication (MTC) device, a Machine-to-Machine (M2M) device, and at least one of a D2D device (Device-to-Device) device.

The above-described terminal is only an example, and the terminal in the present invention should be interpreted as a concept including all devices capable of transmitting data or signals that are currently developed and commercialized, or to be developed in the future, in addition to the above-described examples.

Depending on the embodiment, the terminal 110 may include an API (Application Program Interface) for processing application data for or supporting an optimized medical service. In this case, the application data may include data related to the application for a product-optimized service according to the present invention after being downloaded and installed in the terminal 110 and data to be updated later.

Depending on the embodiment, the optimized medical service according to the present invention may be provided through execution of an application installed in the terminal 120 or may be provided in the form of a web service based on a Uniform Resource Locator (url).

The terminal 110 transmits (or uploads) basic medical data to the server 120, and receives and uses data for an optimized medical service from the server 120.

In the present specification, the basic medical data may refer to general data describing a situation such as a disease or a symptom based on a standard of the general public, not data that is necessarily input using professional medical terms as shown in FIGS. 4 to 6.

The server 120 refers to hardware/software (Hardware/Software) that generates, processes, stores, etc. optimized medical service data based on the basic medical data according to the present invention or supports it.

Depending on the embodiment, the server 120 may be described as being named as a processor or the like, but it should be noted in advance that it should not be limitedly interpreted by the name.

The server 120 may process or support a service platform for an optimized medical service according to the present invention and various data related thereto.

According to an embodiment, the server 120 includes a cloud server, an IP Multimedia Subsystem (IMS) server, a telephony application server, an Instant Messaging (IM) server, a Media Gateway Control Function (MGCF) server, It may be any one of a Messaging Gateway (MSG) server and a Call Session Control Function (CSCF) server.

Meanwhile, the wired/wireless communication network supports various communication protocols so that medical service data can be exchanged between components of the optimized medical service system 100, and the type is not particularly limited. In addition, the wired/wireless communication network may also support data communication of data necessary for an optimized medical service according to the present invention, such as text, digital image, and digital image, if necessary.

Depending on the embodiment, the wired/wireless communication network may be an IP (Internet Protocol) network supporting large-capacity data communication through Internet Protocol (IP) or an All IP network integrating different IP networks. have.

According to an embodiment, the wired/wireless communication network includes a wired network, a mobile communication network including WCDMA, a mobile communication network including High Speed Downlink Packet Access (HSDPA) and Long Term Evolution (LTE), and LTE advanced (LTE-A). It may be formed by one of a mobile communication network, a satellite communication network, and a Wi-Fi network, or a combination of at least two of them. Bluetooth communication can also be supported here.

2 is a block diagram of a server 120 according to an embodiment of the present invention.

2 may be viewed as a detailed configuration diagram of the server 120 or another embodiment of the service system 100. Here, the server 120 may be regarded as a concept including all components related to provision of medical services except for the terminal 110 for purchasing or requesting medical services.

Referring to FIG. 2, the server 120 according to the present invention may be divided into a web part 210 for patient education, an AI part 220 for patient education, and a medical diagnosis and education part 230.

Hereinafter, each component constituting the service system 100 of FIG. 2 will be described in more detail as follows.

The video upload module 211, the mobile web 212, the CDN 213, and the like may correspond to the patient education web 210, respectively, and may represent means for providing medical service data including medical video data.

In the case of using the CDN 213, medical service data including uploaded video data may be directly transmitted to the cloud module 225.

Medical service data including video data through the video upload module 211 or the like may be transmitted to the data set construction unit 221 through the metadata reprocessing unit 216. In this case, when the metadata is reprocessed, the video information extraction module 214 and the wordnet matching unit 215 may function. In addition, in the above-described case, the caption input/extraction module 224 may also function.

The patient education AI 220 may build a dataset and configure the AI building (chatbot) unit 223 based on the information collected through the user query information collection unit 222. The user query information collection unit 222 may utilize voice recognition, natural language recognition and processing, and a common data set. In addition, the AI building (chatbot) unit 223 may process a learning process based on pattern matching, word net, and deep-learning.

Through the patient education AI 220, the big data unit 226 extracts big data based on learning, and the medical diagnosis and education unit 230 converts it into big data in the big data module unit 231 based on this, and -Processed and reprocessed in the learning and artificial intelligence unit 232. The data processed and reprocessed in this way are utilized for diagnosis and education in the medical diagnosis and education module unit 234. Meanwhile, a biometric diagnosis technology may be referred to based on big data generated by the biometric diagnosis module 233.

In addition, the AI 220 for patient education may consider and protect personal information leakage prevention and security through the block chain unit 235, and support a process for optimizing each individual or for each disease or symptom. Also, the robot module 236 can be utilized in this process.

The video uploaded above is automatically encoded and the content may be stored in the form of metadata through automatic analysis. However, the present invention is not limited thereto.

3 is a flowchart illustrating an optimized medical service method according to an embodiment of the present invention. In addition, FIG. 4 is a flow chart illustrating a method for providing an optimized medical service related to a local query according to an embodiment of the present invention, and FIG. 5 is a method for providing an optimized medical service related to a disease query according to an embodiment of the present invention. 6 is a flowchart illustrating a method of providing an optimized medical service related to a disease/age/period query according to an embodiment of the present invention.

The server 120 collects basic medical data from the terminal 110 (S301).

The basic medical data may be collected through at least one of a chat service through an application and a chat service through a web service. In addition, the basic medical data may be in the form of voice, gesture, image, video, or a combination thereof, as well as text.

The server 120 extracts medical related keywords from the basic medical data collected from the terminal 110 (S302).

Depending on the form of the basic medical data, medical related keywords can be extracted or generated through STT (Speech to Text), TTS (Text to Speech), voice recognition, motion recognition, image processing, etc. have. For example, when the basic medical data is text data, a TTS technology may be used to extract medical keywords through it. However, when the basic medical data is not text data, it is difficult to directly extract medical related keywords. Therefore, in such a case, for example, when image data on a symptom or disease area is basic medical data, image data for a point of interest (POI) is extracted and a video search is performed directly using this data, or the extracted POI image By using metadata corresponding to the data, medical related keywords can be created and used.

Meanwhile, the medical related keywords may include words related to at least one or more of sex, age, disease, site, period, intensity, symptom, behavior, and medical history. However, the present invention is not limited thereto.

For the medical-related keywords, different weights of search importance may be assigned to each of sex, age, disease, region, period, intensity, symptom, behavior, and medical history. However, the present invention is not limited thereto.

The medical-related keyword may be extracted if it corresponds to at least one of a preset keyword, a keyword deep-learning in relation to the set keyword, and a keyword having a similarity higher than or equal to a predefined level compared with the keywords. However, the present invention is not limited thereto.

The server 120 searches for corresponding medical video data based on the extracted medical related keywords (S303).

The server 120 provides medical service data including the searched medical video data to the terminal 110 (S304).

The medical video data may provide, as basic video data, video data having the largest number of times provided as the medical service data when other keywords other than gender and age among the extracted medical-related keywords are singular. However, the present invention is not limited thereto.

The medical video data is, if a plurality of keywords other than sex and age are among the extracted medical-related keywords, the search importance weights for the plurality of keywords are considered, and video data for the number of all cases for the combination is calculated. After the search, the most searched video data among the searched video data, or video data corresponding to the largest number of all of the above-described cases may be provided as basic video data. However, the present invention is not limited thereto.

In the medical video data, when there are a plurality of keywords other than sex and age among the extracted medical related keywords, a best search combination is determined based on a search importance weight for the plurality of keywords, and the determined best search combination is Among the searched video data, video data most often provided as medical service data may be provided as basic video data. However, the present invention is not limited thereto.

When the medical video data includes a plurality of keywords other than gender and age among the extracted medical-related keywords, a search combination is determined based on a search importance weight for the plurality of keywords, and the determined search combination is searched for The moving image data to be provided as medical service data can be selected by assigning different result importance weights to the moving image data retrieved from each search combination in order according to the importance weight. However, the present invention is not limited thereto.

When the server 120 receives the feedback on the medical service including the provided video data or additional medical data from the terminal 110 (S305), the medical service may be terminated (S306) or the step may be performed again from step S302. have.

In each of the above-described processes, deep-learning-based learning may be performed, and an artificial intelligence (AI)-based medical service may be customized for each individual or/and medical situation by referring to the results obtained through such learning.

Hereinafter, an optimized medical service scenario according to the present invention will be described. For convenience, a text-based medical service scenario is described using a chat service through a chat window provided to the terminal 110, but is not limited thereto.

Referring to FIG. 4, a scenario of a medical service related to a disease site inquiry is illustrated.

When the terminal 110 inputs "I'm going crazy because my wrist is sore" in the chat window, the server 120 extracts the'wrist' (part) from the input text data as a medical keyword, and based on this, the database 400 ), check whether the content for each period exists on the wrist. If content by period exists in the wrist portion of the database 400, the server 120 then transmits an additional question to the terminal 110 in order to search for the best medical video. That is, the server 120 may ask the terminal 110 a question for determining whether the disease is general or emergency, such as "Are you suddenly?" When the terminal 110 transmits "Yes, suddenly," as a response to the question, the server 120 extracts the medical keyword from the response of the terminal 110 to determine whether it is general or acute. In this case, for example, the server 120 may determine as an emergency by extracting'suddenly' as a medical keyword from the response. The server 120 may check whether the wrist acute disease age/disease content exists in the database 400 based on the determination result. The server 120 may transmit the recommended wrist acute disease video or recommended wrist disease video data to the terminal 110 according to the check result.

Referring to FIG. 5, a scenario of a medical service related to a disease inquiry is illustrated.

When the terminal 110 inputs "Suddenly the body temperature rises to 39 degrees!" in the chat window, the server 120 extracts medical keywords such as'body temperature' and '39 degrees' (disease) from the input text data. Thus, it is checked whether or not content for each age group has high fever in the database 400. Next, the server 120 may transmit an additional question to the terminal 110 in order to search for the best medical video. For example, the server 120 may ask the terminal 110 a question about the age of the patient such as "Are you a child?" For example, when symptoms such as high fever usually affect the server 120, since there is a special medical history or may affect the case of children or infants, additional questions may be asked with a relatively priority. When a response from the terminal 110 is received as negative, for example,'no', whether there is high fever content, that is, moving image data related to old age or general, in the database 400 again from the response. Confirm. In addition, the server 120 may transmit the reference recommended image data to the terminal 110 when the temperature is high.

Referring to FIG. 6, a scenario of a medical service related to a disease/age/period inquiry is illustrated.

When the terminal 110 inputs "The child is suddenly warming up to 39 degrees!" in the chat window, the server 120 sends'child' (age),'sudden' (period), and ' Medical keywords such as'body temperature' and '39 degrees' (disease) are extracted, and the presence or absence of content for each part in the database 400 is checked. In addition, the server 120 may transmit the reference recommended image data to the terminal 110 when the temperature is high.

As a type of query related to the present invention, there may be, for example, the following form.

Simple: ex) "It was okay until dinner, but suddenly the child's body temperature is 39 degrees!"

Narrative: ex) "I think it's been about 2 years old~ It hurts all the time as if drawing a circle around the belly button~ It hurts when I press it, and the colonoscopy or uterine endoscope was finished, but the general hospital told me to take CT It doesn't come out~ But I think this pain hurts every week every month~ Then it's okay, but I don't know where it hurts for sure~ If it hurts around the navel, I wonder what's causing it. Yo."

As a detailed query type related to the present invention, for example, there may be the following form.

Simple inquiry about the part: ex) "I have a headache."

Simple question about age + disease: ex) "My child has been diagnosed with a congenital crypt. What is a crypt?"

Complex query about area + strength: ex) "It hurts like my back is breaking."

Complex query for duration + part + symptoms: ex) "Since last night, my back neck is stiff and my head hurts."

Complex query about age + symptoms: ex) "My child has a sudden fever."

Complex questionnaire about medical history + symptoms: ex) "I am receiving treatment for my diabetes. I am losing weight suddenly. Is this the problem?"

Complex question about action + part + symptom: ex) "I stand and work as a job. My knee hurts a lot. What is the problem?"

There may be other types of questions about gender, disability, etc.

In addition, the service system for an optimized medical service according to the present invention may also support the following services, for example.

Support for various languages-World language translation subtitles and dubbing service: A married immigrant who followed her husband from Vietnam to Korea, and I still have a hard time when I was sick because he is not good at Korean and geography. But now, through the service system/service application, you can service yourself so that you can know where, how, and why you have such symptoms. In addition, it is possible to provide services to guide the nearest hospital from the patient's location and receive treatment quickly.

Healthcare service-Health care one-point lesson, health care app service, sent to the doctor's hospital: Korean-Chinese B, came from China to university, but was still awkward in Korean and the terminology used in the hospital was difficult to understand, but the aforementioned multilingual support service Together with the service system/service application according to the present invention, it is possible to know what kind of illness is for a sick symptom in Chinese and how to manage it in order to overcome it.

Artificial intelligence (AI)-based chatbot voice service, remote preliminary medical consultation, medical appointment-Health management record data transmission to the doctor's hospital and remote medical consultation: 71-year-old grandfather and grandson install a service application on their grandfather's mobile phone to provide service whenever sick Query the application, for example "Your eyes are dim." The service system/service application can guide you to a video that fits your grandfather after asking a few more questions when you say'your eyes are dim'. After watching the video, a nearby hospital guides you, and you can make reservations for preliminary consultations remotely. For example, after remotely answering a question with a doctor, outpatient appointments can be provided.

Providing accurate and reliable medical and medical information: Mr. C, who is confident that he is always healthy, has exercised a lot since childhood, and thinks that medical insurance premiums are a waste because he does not catch a cold. But since I was young, my wife has always been worried because she has been cheating a lot. I often search the Internet when I get sick, but it is difficult to find the right information. There are a lot of home remedies, and even if I watch YouTube, there is no explanation and reading is boring. The service system/service application according to the present invention can improve reliability as well as accurate information delivery by providing a service so that medical professionals can provide accurate medical and medical information.

119-linked emergency patient location information and emergency patient hospital reservation: The most 9-year-old girl, D-chan, who lives alone with her mother with a severely handicapped disability, is always worried about how her mother is sick, and how to go to the hospital with her mother in case of an emergency. By providing emergency patient location information to 119 through the service system/service application according to the present invention, it is possible to request help from a nearby hospital in an emergency and provide a service for a nursing method.

Sales of health checkup products-Providing a checkup report app service after checkup to domestic and overseas targets: Indonesian E, who was worried about her mother's health, decided to receive a medical checkup on an expedition to Korea and schedule a checkup through a discount event in the service system/service application. You can service it.

In the present specification, video data has been mainly described as an embodiment of an optimized medical service, but the present invention is not limited thereto. For example, in the optimized medical service, data in a form other than video data may be provided or may be provided together with the video data.

In addition, the optimized medical service according to the present invention may be provided in real time during the chat process between the server and the terminal as much as possible, but in some cases, there is no or insufficient data such as a video that meets a predetermined criterion, or is not learned. In the case of a disease, the upload of related data may be requested through a doctor's terminal related to the database and provided later.

Meanwhile, in the case of an optimized medical service according to the present invention, in a specific case, for example, in case of an emergency, the medical service is interlocked with the provision of related services or by transmitting all of the related contents or the extracted medical keywords to a doctor's terminal registered in advance. You can also encourage participation in services such as real-time chat.

In addition, various data including video data included in the optimized medical service according to the present invention may be provided through a streaming or download method. In the latter case, the server 120 directly provides data or By providing the url (uniform resource locator) information in which is stored, you can directly download and use it.

In addition, although not shown, the customized medical service according to the present invention is provided in the form of an application or web service, providing medical service data such as a video in the form of a pop-up or overlay on a chat window or screen to reproduce related data. It can also be serviced to provide real-time feedback through.

(Registration Claim)

According to another embodiment of the present invention, a method for providing an optimized medical service includes: collecting basic medical data; Extracting medical related keywords; Searching for corresponding medical video data based on the extracted medical related keywords; And providing medical service data including the searched medical video data; wherein the basic medical data is collected through at least one of a chat service through an application and a chat service on a web service, and the medical-related Keywords include words related to at least one or more of sex, age, disease, site, period, intensity, symptoms, behavior, and medical history, and the medical-related keywords include sex, age, disease, site, period, intensity, A search importance weight is assigned differently to each symptom, behavior, and medical history, and the medical-related keyword is a preset keyword, a keyword that has been deep-learned in relation to the set keyword, and a similarity is defined in advance by comparison with the keywords. If it corresponds to at least one of the above-level keywords, the medical video data is extracted, and the medical video data is the video data having the largest number of times provided as the medical service data when other keywords other than sex and age among the extracted medical-related keywords are singular. Is provided as basic video data, and when there are a plurality of keywords other than gender and age among the extracted medical-related keywords, the search importance weight for the plurality of keywords is considered, and video data for the number of all cases for the combination Search and provide the most searched video data among the searched video data or the video data corresponding to the largest number of all of the above cases as basic video data, and when there are multiple keywords other than gender and age among the extracted medical related keywords, , The best search combination is determined based on the search importance weights for the plurality of keywords, and the video data most often provided as medical service data among the video data searched for the determined best search combination is provided as basic video data or the extracted medical care When there are multiple keywords other than gender and age among related keywords, a search combination is determined based on the search importance weight for the plurality of keywords, and the determined search group The sum is ordered according to the search importance weight, and result importance weights are given differently to the video data retrieved from each search combination to select the moving image data to be provided as medical service data.

Meanwhile, the above-described method can be written as a program that can be executed on a computer, and can be implemented in a general-purpose digital computer that operates the program using a computer-readable medium. Further, the structure of the data used in the above-described method may be recorded on a computer-readable medium through various means. Computer-readable media storing executable computer code for performing various methods of the present invention include magnetic storage media (eg, ROM, floppy disk, hard disk, etc.), optical reading media (eg, CD-ROM, DVD Etc.).

Those of ordinary skill in the technical field related to the embodiments of the present invention will appreciate that it may be implemented in a modified form without departing from the essential characteristics of the description. Therefore, the disclosed methods should be considered from an explanatory point of view rather than a limiting point of view. The scope of the present invention is shown in the claims rather than the detailed description of the invention, and all differences within the scope equivalent thereto should be construed as being included in the scope of the present invention.

The present invention relates to an optimized medical service providing method and a service platform therefor, and it is possible to apply it to an apparatus and a system therefor.

Claims (10)

Collecting basic medical data;
Extracting medical related keywords;
Searching for corresponding medical video data based on the extracted medical related keywords; And
Providing medical service data including the searched medical video data;
Optimized medical service providing method comprising a. The method of claim 1,
The basic medical data,
An optimized medical service providing method, comprising collecting through at least one of a chat service through an application and a chat service on a web service. The method of claim 1,
The above medical related keywords,
An optimized method for providing medical services, comprising words related to at least one of sex, age, disease, site, period, intensity, symptoms, behavior, and medical history. The method of claim 1,
The above medical related keywords,
An optimized medical service providing method, characterized in that different weights of search importance are assigned to each of sex, age, disease, site, period, intensity, symptom, behavior, and medical history. The method of claim 3,
The above medical related keywords,
A method for providing an optimized medical service, comprising extracting when at least one of a preset keyword, a keyword deep-learning in relation to the set keyword, and a keyword having a similarity of a predetermined level or higher compared to the keywords is extracted. The method of claim 1,
The medical video data,
If a keyword other than gender and age among the extracted medical-related keywords is a singular number, the video data having the largest number of times provided as the medical service data is provided as basic video data. The method of claim 1 or 4,
The medical video data,
When there are multiple keywords other than gender and age among the extracted medical-related keywords, the search importance weights for the plurality of keywords are considered, and video data for the number of all cases for the combination is searched, and the searched video data An optimized medical service providing method, characterized in that the video data corresponding to the most searched or most of all the above cases is provided as basic video data. The method of claim 1 or 4,
The medical video data,
If there are a plurality of keywords other than gender and age among the extracted medical related keywords, the best search combination is determined based on the search importance weight for the plurality of keywords, and medical among the video data searched for the determined best search combination An optimized medical service providing method, characterized in that the video data most often provided as service data is provided as basic video data. The method of claim 1 or 4,
The medical video data,
When there are a plurality of keywords other than gender and age among the extracted medical-related keywords, a search combination is determined based on a search importance weight for the plurality of keywords, and the determined search combination is ordered according to the search importance weight. 2. An optimized medical service providing method, characterized in that the moving image data to be provided as medical service data are selected by giving different weights of result importance to the moving image data searched in each search combination. Terminal; And
A server for collecting basic medical data, extracting medical related keywords, searching for corresponding medical video data based on the extracted medical related keywords, and providing medical service data including the searched medical video data;
Optimized medical service system comprising a.

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