KR102334973B1 - Methods executed in artificial intelligence medical service platform - Google Patents

Abstract

The present invention relates to an artificial intelligence medical support service platform, and more particularly, when a user inputs a message through a terminal, receives it, utilizes big data stored in the server to provide information suitable for the message to the user, An artificial intelligence medical support service that can provide accurate medical information quickly and easily, and reduces the damage of personal information abuse by blocking and recording medical records It's about the platform.

Description

METHODS EXECUTED IN ARTIFICIAL INTELLIGENCE MEDICAL SERVICE PLATFORM

The present invention relates to a method performed in an artificial intelligence medical support service platform, and more particularly, when a user inputs a message through a terminal, receives it, and utilizes big data stored in the server to provide information suitable for the message to the user. By providing it to a medical institution, it is possible to provide accurate medical information more quickly and conveniently, and to block and record medical records, thereby reducing the damage of personal information abuse, while reading it at a medical institution to check the more accurate treatment status. It relates to how it is performed on the artificial intelligence medical support service platform.

In the past, when individuals wished to receive medical treatment due to illness or injury, they had to visit a hospital in person, and they had no choice but to choose a method based on their knowledge in diagnosing disease or selecting a hospital.

Recently, technologies such as remote medical treatment have been developed due to the recent development of the IT industry, but their use is limited, and medical treatment is performed after a certain level of diagnosis is made, or after primary treatment is performed offline Often used to take action.

Therefore, various techniques have been proposed to solve this problem,

As a prior art, there is disclosed Patent Publication No. 10-2014-0028929 "Method and apparatus for personal medical treatment using a mobile terminal" (hereinafter referred to as 'Prior Art 1').

The prior art 1 comprises the steps of receiving a user's symptom input; proposing a possible disease name based on the inputted symptoms; outputting the suggested disease name to a display unit; and receiving a user's disease name selection input based on the suggested disease name, and when the user recognizes an abnormal symptom, it is possible to effectively present information such as selection of a treatment subject, selection of a hospital, and selection of a pharmacy. By storing information and presenting medical information in the future based on the information, a technique having the effect of providing an operating method and apparatus of a terminal through which a user can easily manage health is presented.

In addition, as a prior art, there is Patent Publication No. 10-2017-0041987, "a method and system for remote medical consultation using a mobile communication terminal" (hereinafter referred to as 'prior art 2').

The prior art 2 comprises: a first step of outputting a three-dimensional symptom input human body model corresponding to the subject data when the counseling request mode of the counselee terminal connected to the base server is activated; a second step of inputting symptom locations and symptom data to the output three-dimensional symptom input human body model, and calculating three-dimensional coordinates of the symptom locations; a third step of matching the counselor terminal connected to the base server with the counselee terminal, and transmitting the counselee data, the three-dimensional coordinates, and the symptom data to the matched counselor terminal; and a three-dimensional symptom output human body model corresponding to the target data is output to the matched counselor terminal, and the symptom position is restored and displayed on the output three-dimensional symptom output human body model according to the three-dimensional coordinates. A remote medical consultation method using a mobile communication terminal including

Furthermore, there is a "system for providing customized disease information through symptom search" in Patent Publication No. 10-2017-0123172 (hereinafter referred to as 'prior art 3').

The prior art 3 is a user terminal that receives one or more user symptoms from the user step by step, and receives and displays the disease type, disease detailed information, and disease treatment hospital information matching the step-by-step user symptoms from a disease information search server ; Disease information that extracts disease types matching the user symptoms received step by step from the user terminal and provides them to the user terminal, and provides detailed disease information and disease treatment hospital information matching the disease type selected by the user to the user terminal search server; and a wired/wireless communication network that provides wired or wireless communication between the user terminal and the disease symptom search server.

As such, various medical systems have been proposed to remotely ask and answer questions about the user's symptoms using the user's mobile device, or to connect the user with a medical institution. This causes the inconvenience of the user having to print out the previous treatment record directly at the previous hospital, and may negatively affect the health of the user by false health information disclosed on the Internet and SNS, etc. Not only is it difficult to obtain an immediate answer, but also the problem of personal information leakage occurs.

Therefore, the present invention has been devised to solve the above problem,

Users or patients can use terminals such as mobile devices to inquire about problem situations in case of emergency regardless of time and place, receive immediate feedback, and contribute to health care by notifying predictable diseases in advance. The purpose of this is to provide a method that can be performed on an artificial intelligence medical support service platform that can.

In addition, it prevents the delivery of inaccurate information exposed on the Internet or SNS, and allows the user to read the medical record, so that the previous medical record can be checked even if the medical institution changes,

Another purpose is to provide a method that can be performed on an artificial intelligence medical support service platform that can protect personal information by using blockchain technology and can review duplicate prescriptions and mistakes.

In order to achieve the above object, the method performed in the artificial intelligence medical support service platform according to the present invention is

An artificial intelligence medical support service platform that receives medical-related inquiries from a terminal based on artificial intelligence, determines the content of the inquiry, and outputs response information to the terminal,

receiving a message input through a user terminal;

analyzing a word or sentence or both of a received message;

outputting information corresponding thereto according to the analyzed information to the terminal;

is made, including

The medical information recording step of recording the message input through the terminal or the user medical record at an existing medical institution or the data containing personal information among them all in the database unit in the server using a block chain technology to block; further including characterized by being made.

As described above, the method performed in the artificial intelligence medical support service platform according to the present invention is

It is a blockchain-based platform that allows you to check medical records at different medical institutions, so you can avoid duplicating prescriptions or making mistakes.

In addition to pure treatment, it is possible to link with the hospital, make automatic treatment reservations, and transmit patient data, and it is possible to have an interview with the consulted doctor, and it is possible to continuously manage health through the function to save and retrieve inquiries and medical records.

In addition, simple medical treatment is possible through the artificial intelligence platform service through the specialized medical information data stored in the server, and by sending a question to the user, it is possible to continuously check the health management. has a preventable effect.

Furthermore, due to this platform, there is an effect that can prevent the generation of the marginalized class of hospital treatment due to the reduction of hospital costs.

1 is a schematic conceptual diagram of a method performed in an artificial intelligence medical support service platform according to the present invention;
2 is a message embodiment of an artificial intelligence medical support service platform according to the present invention;
3A and 3B are detailed installation views of a calling device that may be provided in the artificial intelligence medical support service platform according to the present invention.

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

Since the present invention can have various changes and can have various forms, implementation examples (態樣, aspects) (or embodiments) will be described in detail in the text. However, this is not intended to limit the present invention to the specific disclosed form, it should be understood to include all modifications, equivalents and substitutes included in the spirit and scope of the present invention.

In each drawing, the same reference sign, particularly the number of the tens and one digit, or the reference numerals having the same tens, one, and alphabet, indicates a member having the same or similar function, and, unless otherwise specified, each The member indicated by the reference sign may be regarded as a member conforming to these standards.

In addition, in each drawing, components are expressed in exaggeratedly large (or thick), small (or thin) or simplified in size or thickness in consideration of convenience of understanding, but the protection scope of the present invention is limited by this. it shouldn't be

The terminology used herein is only used to describe a specific embodiment (aspect, aspect, aspect) (or embodiment), and is 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 comprises or consists of are intended to designate that the features, numbers, steps, operations, components, parts, or combinations thereof described in the specification exist, but one or more other features It is to be understood that it does not preclude the possibility of the presence or addition of numbers, steps, operations, components, parts, or combinations thereof.

Unless defined otherwise, all terms used herein, including technical and scientific terms, have the same meaning as commonly understood by one of ordinary skill in the art to which this invention belongs. Terms such as those defined in commonly used dictionaries should be interpreted as having a meaning consistent with the meaning in the context of the related art, and should not be interpreted in an ideal or excessively formal meaning unless explicitly defined in the present application. does not

First, the method performed in the artificial intelligence medical support service platform according to the present invention includes the steps of receiving a message input through a user terminal, analyzing a word or sentence or both of the received message, and according to the analyzed information, and outputting the corresponding information to the terminal.

If we describe each step in more detail,

First, a message including a request is received through a user terminal, and words or sentences or both of the received message are analyzed.

In the past, the message was analyzed using the API opened by Google, but in this case, it was difficult to recognize the slang and dialect of Hangul, and thus there was a limitation in that accurate information delivery was difficult.

Therefore, the present invention solved this problem by linking the Hangul morpheme analysis algorithm disclosed by ETRI (Korea Electronics and Telecommunications Research Institute) as an open API.

The present invention outputs the contents corresponding to the analyzed contents to the user's terminal to solve the user's inquiry contents,

In outputting the analyzed content, it is largely divided into 1. Information transfer and 2. Connection to a medical institution or emergency institution to analyze and output.

First, 1. If the user's inquiry is a request for information, the specialized medical information stored in the database in the server is automatically searched and this information is output.

2 shows an example of a request for information, so that a patient or guardian (hereinafter referred to as a user) can receive medical consultation and advice before going to the hospital and directly treat it, and analyze the message of the request to provide medical information Searches and outputs appropriate information from the database unit in the server where is stored.

At this time, the output method may be output as an interactive message, voice, etc., which allows the user to arbitrarily change the setting.

In addition, the present invention is characterized in that, when the information is delivered, not only the simple medical information is delivered, but also the user can proceed with follow-up measures through a question-type conversation.

This is possible by analyzing the medical information stored in the database unit in the server to predict the progress of the disease to be expected in the future, and by asking the user first, a continuous health management check is possible.

Furthermore, information such as a phone number of a medical institution and a recommended hospital may also be provided.

Second, 2. Connection with a medical institution may be when a more professional and immediate answer is needed when a received message is analyzed, or when the user wants direct consultation. It enables direct consultation with doctors in medical institutions by connecting them to medical institutions, or to handle administrative tasks such as medical appointments.

In addition, when it is determined that it is an emergency when analyzing the message, it is automatically reported and connected to a registered family member, acquaintance or 911 so that the emergency situation can be dealt with more quickly.

As mentioned above, in general, AI chatbots 1) reduce related costs by using them as a customer service channel, 2) generate direct additional sales by using them as a commerce channel, and 3) feel favorable to customers by using them as a marketing channel. has the effect of increasing customer loyalty. In addition, general users who use this service can obtain the effect of increasing customer satisfaction by using the artificial intelligence medical support service platform instead of using the service through complicated phone ARS or website, saving consultation, ordering, and reservation time. . The present invention includes the advantages of such an artificial intelligence medical support service platform, and furthermore, using artificial intelligence and ICT technology, it is a system that can provide treatment without going to the hospital directly. Receive direct treatment (in case of infants or children or simple symptoms, consultation is possible through chatbot (text, voice support)), or visit the doctor/hospital consulted if necessary so that it can be connected to actual treatment.

Furthermore, when the user moves to a hospital for unavoidable reasons, the doctor of the new hospital cannot check the existing treatment process, the user pays to print this record at the previous hospital, and the printed contents are transferred to the new hospital must be submitted,

Without even such a process, problems such as repeating the same treatment are occurring.

Accordingly, the present invention stores data, such as a patient's medical record or a previously inquired message record, and makes it easy to read the stored data, thereby enabling more accurate treatment by sharing the medical record.

To this end, the present invention further includes a recording step of storing medical records and message records in a database unit by utilizing block chain technology.

A blockchain is a data management technology in which continuously increasing data is recorded in a specific unit block, and each node constituting a peer-to-peer (P2P) network manages the block as a chain-type data structure or the chain It refers to the data itself composed of a data structure of the form. At this time, blockchain data composed of a chain-type data structure is operated in the form of a distributed ledger at each node without a central system.

Each blockchain node constituting a blockchain network or blockchain system manages blocks. Here, in each block, a hash value for the previous block is recorded, and the previous block can be referenced through the hash value. Accordingly, as blocks are accumulated, forgery of transaction data recorded in the block becomes difficult, and the reliability of transaction data recorded in each block is improved.

For the transaction requested by the blockchain system, for example, when a transaction processing request is received from the terminal that is the payer of money, the validation of the transaction is performed to prevent double payment, and if valid, the transaction data is transmitted to the block generating node. . Next, the block generating node records the transaction data in a new block and propagates the new block on the blockchain network to achieve distributed consensus. When the transaction is finally confirmed according to the distributed agreement, the predetermined electronic money is transferred from the payer's electronic wallet to the payee's electronic wallet.

Here, the block chain data is data maintained by each block chain node constituting the block chain network, and means data in which at least one block is composed of a chain-type data structure. When the data recorded in each block is transaction data, the block chain data can be used as a distributed ledger. However, the type of data recorded in each block may vary.

A blockchain network refers to a P2P-structured network composed of a plurality of blockchain nodes that operate according to a blockchain algorithm.

A blockchain node refers to a subject that composes a blockchain network and maintains and manages blockchain data based on a blockchain algorithm. The blockchain node may be implemented as a single computing device, but may also be implemented as a virtual machine or the like. When implemented as a virtual machine, a plurality of blockchain nodes may exist on a single computing device.

Therefore, it is impossible to forge or falsify by using the block chain, and by storing personal information and prescription methods in each block, exposure of personal information is prevented, and records can be accessed regardless of location. By sharing the treatment process, it is possible to proceed with a more accurate treatment.

Of course, in order to view the medical records recorded in the recording step, the user's consent is required, and public certificates, data encryption, block addresses, etc. can be used as the consent and confirmation procedures, which limits the scope of rights shouldn't

Also, as shown in FIG. 3, the present invention relates to a detachable calling device. When a user operates an alarm device in an emergency, the alarm device automatically transmits an emergency message to report to an emergency agency. to do

The calling device is detachably provided through an elastic fixture, and in the case of the elderly or the handicapped, it is installed in various places in the house to be interlocked with each other, or a plurality of elastic fixtures to be described later are provided, and one It is also possible to selectively couple the calling device to each elastic fixing piece so that it can be used. However, in order to be able to carry the calling device, it is preferable to configure one calling device to be detachable.

In addition, the elastic fixing piece is generally attached to the wall of the user's house, but may be provided in other places or furniture if necessary.

Furthermore, it is self-evident that the call device is further provided with a call button (SB), a PCB is provided therein, and a wireless transceiver is further provided so as to be interlocked with the terminal, and it is obvious that a battery for a separate power source is further provided. In addition, the method of interworking with the terminal may use methods such as Wi-Fi, Bluetooth, and the like, and the scope of rights should not be construed as being limited thereto.

Hereinafter, FIG. 3A is a view showing the coupling operation of the elastic fixing body EB based on a direction viewed from the side, and FIG. 3B is a projection guide groove BH to be described later when looking at the elastic fixing body EB from the front. ) as a detailed drawing,

For convenience of explanation, the direction in which the fastening block (B), which will be described later, is drawn into the elastic fixing piece (E) is referred to as the forward direction or the front end, and the opposite direction is referred to as the retreating direction or the rear end, and FIGS. 3a and 3b based on this With reference to the elastic fixture (EB) will be described in more detail.

First, the elastic fixing body (EB), as mentioned above, the fastening block (B) provided on one side of the calling device (S), and the fastening block (B) on the installation surface (W) such as a wall to accommodate It consists of an elastic fixing piece (E) provided,

When the fastening block is slidably coupled to the elastic fixing piece, the fastening block (B) is coupled with the elastic fixing piece (E) to prevent separation of the call device.

When describing each configuration in more detail, first, the fastening block (B) is provided on one side of the calling device, and is provided on one side to be retractable into the first block (B1) and the first block (B1). The second block (B2) provided is provided on the other surface of the first block (B1), and includes a block support plate (B3) formed between the calling device and the first block (B1).

3B, when viewed from the front, the block support plate (B3) is provided to have a larger area than the first block (B1), and the second block (B2) is the first block ( In order to be introduced into B1), it is obvious that it is made smaller than the first block (B1).

An elastic fixing piece (E) is provided on the installation surface, and as shown in FIG. 3a, the elastic fixing piece (E) is provided on the installation surface, and a pair of elastic wings (E) capable of receiving elastic force ( E1), and a block accommodating space (E11) is formed between the pair of elastic wings (E1) so that when the fastening block (B) is drawn in, it is seated and fixed in the block accommodating space (E11) is done

In more detail, the rear end of the elastic wing E1 supports the rear end of the fastening block (B) seated in the block receiving space (E11) to prevent arbitrarily leaving the block receiving space (E11) bent into the hook formed. A wing E3 is further provided.

At this time, the distance between the pair of elastic wings (E1) is the fastening block (B), more precisely, of the first block (B1) in order to prevent the fastening block (B) from shaking in the block receiving space (E11). It is made equal to the width, and as the engaging wings E3 are bent into the block accommodation space E11, the distance between the pair of engaging wings E3 is smaller than the width between the fastening blocks B. It is formed to cause a problem that the entry of the fastening block (B) is not allowed.

Therefore, in the present invention, in order to solve this problem, a width deformation guide E15 made of a protrusion or a ball bearing or a wheel member is formed on the elastic blade E1 to deform the width of the pair of elastic wings E1, and the block A protrusion guide groove BH into which the width deformation guide E15 is introduced is formed in the support plate B3, and a width extension part BH2 is provided in the protrusion guide groove BH so that the fastening block B is introduced. It is designed to naturally widen the width of the elastic wings (E1) during operation.

In more detail, the projection guide groove (BH) is formed with a projection entry portion (BH1) to correspond to the position of the pair of width deformation guides (E15), the pair of projection guide groove (BH) is the projection As shown in FIG. 3B from the entry part BH1, a width extension part BH2 formed in an oblique direction is formed so as to gradually move away from the entry part BH1.

That is, when the fastening block (B) advances, the width deformation guide (E15) is drawn into the protrusion entry part (BH1) and spreads along the width expansion part (BH2), which is a pair of elastic wings (E1). is widened, allowing the entry of the fastening block (B), and further provided with a width return section (BH3) bent inwardly at the rear end of the width extension section (BH2), respectively, of the fastening block (B) When the entry is completed, the width deformation guide E15 is naturally retracted by the width extension part BH2, so that the locking wing E3 supports the rear end of the fastening block B and prevents it from being arbitrarily separated. .

Of course, for this purpose, the elastic wing E1 is preferably made of a rigid material having an elastic force so as to have a return property.

By the structure and operation as described above, the fastening block (B) is stably fixed without retreating within the pair of elastic fixing pieces (E), thereby stably fixing the call device.

In addition, in order to separate the calling device, there is the inconvenience and difficulty of having to open the pair of elastic wings E1 again, and in order to solve this problem, the present invention provides a withdrawal-allowing part (E13) on one side of the engaging wing (E3) in order to solve this problem. formed, and the fastening block (B) is composed of a first block (B1) and a second block (B2).

In more detail, the engaging wing (E3) is not formed on the entire end of the elastic wing (E1), but as shown in FIG. 3b, only half is formed based on the end of the elastic wing (E1), the other half is The withdrawal permitting portion (E13) equal to the distance of the pair of elastic wings (E1) is formed,

Based on the position of the fastening block (B) in the block receiving space (E11), the first block (B1) is located in the withdrawal-allowing part (E13), and the engaging wing (E3) is the second block (B2) ) to support the rear end of

At this time, as the second block (B2) is configured to be retractable within the first block (B1), the first block (B1) is pushed in the second block (B2) direction to be drawn into the first block (B1). If done, the fastening block (B) can be separated from the block receiving space (E11) naturally through the withdrawal-allowing part (E13).

In addition, a plurality of elastic bodies BS are further provided inside the first block B1 so that the first block B1 protrudes from the second block B2 by an elastic force. to prevent the second block (B2) from entering the inside of the first block (B1) arbitrarily to ensure bonding stability.

In addition, in the above description of the present invention, with reference to the accompanying drawings, the artificial intelligence medical support service platform having a specific shape, structure and configuration has been mainly described, but the present invention is capable of various modifications, changes and substitutions by those skilled in the art, such Modifications, changes and substitutions should be construed as falling within the protection scope of the present invention.

S : call device

Claims (4)

Artificial intelligence medical treatment that receives medical-related inquiries from the terminal based on artificial intelligence, determines the contents of the received inquiry, outputs response information to the terminal, and automatically sends an emergency message when the user operates the calling device in an emergency A method performed on a support service platform, comprising:
receiving a message input through a user terminal;
analyzing a word or sentence or both of a received message;
outputting information corresponding thereto according to the analyzed information to the terminal;
A medical information recording step of recording a message input through the terminal or a user medical record at an existing medical institution, or a data containing personal information among them all in a database unit in a server using a block chain technology to block; under,

A fastening block (B) is provided on one side of the calling device (S), and the fastening block (B) is detachably coupled to the elastic fixing piece (E) provided on the installation surface (W),
The fastening block (B) includes a first block (B1) provided on one side of the calling device, a second block (B2) provided on one surface to be retractable into the first block (B1), and the first block (B1). ) is provided on the other surface and includes a block support plate (B3) disposed between the calling device (S) and the first block (B1),
The elastic fixing piece (E) is formed between a pair of elastic wings (E1) capable of receiving an elastic force, and the pair of elastic wings (E1), and is seated and fixed when the fastening block (B) is retracted. The block accommodation space (E11) made so as to support the rear end of the fastening block (B) provided at the rear end of the elastic wings (E1) and seated in the block accommodation space (E11) to prevent arbitrarily leaving the block accommodation Including the engaging wing (E3) bent into the space (E11),
A width deformation guide E15 made of a protrusion or a ball bearing or wheel member is formed on the elastic blade E1 to deform the width of the pair of elastic wings E1, and the width deformation guide E15 is formed on the block support plate B3. A protrusion guide groove BH into which the guide E15 is introduced is formed, wherein the protrusion guide groove BH has a protrusion entry part BH1 to correspond to the position of the pair of width deformation guides E15, and the protrusion It consists of a width extension part BH2 formed in an oblique direction so as to gradually move away from the entry part BH1, and a width return part BH3 bent inwardly at the rear end of the width extension part BH2, respectively, and the fastening block B ) is advanced, the width deformation guide E15 is drawn into the protrusion entry part BH1 and spreads along the width extension part BH2. E15) is closed by the width return portion (BH3), thereby preventing the locking wing (E3) from being arbitrarily separated by supporting the rear end of the fastening block (B),

A first block (E13) is formed on one side of the locking wing (E3), but the fastening block (B) is located in the block receiving space (E11), the withdrawal-allowing part (E13) has a first block ( B1) is located, and the stopping wing E3 is configured to support the rear end of the second block B2, and when the second block B2 is drawn into the first block B1, the withdrawal is allowed A method performed in the artificial intelligence medical support service platform, characterized in that the fastening block (B) can be separated from the block receiving space (E11) through the part (E13). The method of claim 1,
The method performed in the artificial intelligence medical support service platform, characterized in that the medical information recorded by the recording step is made available for viewing through the user's consent procedure. The method of claim 1,
Method performed in an artificial intelligence medical support service platform, characterized in that by analyzing the user's medical record, analyzing the medical information stored in the database unit, and outputting possible diseases to the user's terminal. 4. The method according to any one of claims 1 to 3,
In the step of analyzing the received message,
A method performed in an artificial intelligence medical support service platform, characterized in that the received word or sentence or both are analyzed including the ETRI engine, which is a Korean morpheme analysis technology.

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