KR20220056525A - Apparatus and method for identifying medicine information and providing medicine inventory information using a computerized system - Google Patents

Abstract

The present invention relates to a device and method for identifying medicine information and providing medicine inventory information using a computerized system. Specifically, the present invention relates to the device and method for identifying information on prescribed medicine based on a computerized system such as a captured image of medicine and an electronic medical record, and providing information on whether prescribed or alternative medicine is in stock in a hospital.

Description

Apparatus and method for identifying drug information and providing drug inventory information using a computerized system

The present invention relates to an apparatus and method for identifying information on medicines and providing inventory information of medicines using a computerized system. Specifically, the present invention relates to an apparatus and method for identifying information on a prescribed drug based on a computerized system such as an image of the drug and an electronic medical record, and providing information on whether a prescribed drug or an alternative drug is in stock in the hospital is about

When the patient came to the hospital for emergency surgery, etc., if the patient brought the previously prescribed medicine but does not have information about the medicine, the same medicine as the medicine prescribed in the hospital, along with the identification of the prescribed medicine, or an alternative It has to be determined whether the drug exists.

Acquisition of prescription information through the electronic medical record (EMR) / order communication system (OCS) record in the hospital, drug information through the Ministry of Food and Drug Safety server, and insurance benefits through the server of the Health Insurance Review & Assessment Service By using various methods such as obtaining information on drug prescription, it is possible to identify the prescribed drug based on the captured image of the drug, even if the patient visits the hospital with only the drug.

If there is no drug identical to the prescribed drug in the in-hospital stock, it should be identified which drug can be used as a substitute for the prescribed drug and whether there is an alternative drug in the in-hospital stock. In some cases, multiple types of generic drugs are sold for one original drug, so medical personnel cannot identify generic drugs for all drugs. However, in the case of generic drugs, all ingredients do not have to be identical to those of the original drug, and if the main ingredients are the same, the rest of the ingredients can be used as an alternative drug even if there are some differences. It is necessary to identify alternative medicines that contain essential components of the prescribed medicine, and to list the alternative medicines according to the degree of similarity to the prescribed medicines when there are multiple types of medicines as alternative medicines.

Therefore, there is a need for an apparatus and method for identifying information on prescribed drugs and providing information on whether prescribed drugs or alternative drugs are in stock in the hospital.

Registered Patent No. 10-1844197 (Method for managing drug inventory)

Based on the above discussion, various embodiments of the present invention provide an apparatus and method for identifying drug information and providing inventory information of the drug using a computerized system.

In addition, various embodiments of the present invention identify information on prescription medicines based on a computerized system such as a photographed image of medicines and electronic medical records, and provide information on whether prescribed medicines or alternative medicines are in stock in the hospital. An apparatus and method are provided.

In addition, various embodiments of the present invention identify alternative medicines including essential components of the prescribed medicine, and when a plurality of types of medicines exist as replacement medicines, the alternative medicines can be listed according to the similarity with the prescribed medicines. A portable disease testing device and method are provided.

According to various embodiments of the present disclosure, a method of operating an electronic device connected to a first server of a first hospital through a communication system is provided. The method comprises the steps of: identifying a first drug previously prescribed to a patient; When a response message is received from the server stating that the first medicine does not exist in the inventory in the first hospital, the first medicine is not present in the inventory in the first hospital, along with information that the first medicine does not exist. The process of outputting a list, the process of receiving a selection of at least one essential first ingredient among the ingredients of the first drug, and the first server, the at least one first ingredient of the inventory in the first hospital The process of transmitting a request message regarding whether at least one second medicine including and outputting inventory information of the at least one second drug when a response message indicating that the same drug as the second drug is received.

Also, according to various embodiments of the present disclosure, an electronic device is provided. The electronic device may include: a transceiver connected to a first server of a first hospital through a communication system; Memory; camera; input device; output device; and at least one processor operatively coupled to the transceiver, the memory, the input device, and the output device. The at least one processor is configured to perform a method of operating an electronic device connected to a first server of a first hospital through a communication system according to various embodiments of the present disclosure.

In addition, according to various embodiments of the present invention, a computer program is provided. The computer program, when executed by at least one processor, causes the at least one processor to perform a method of operating an electronic device connected to a first server of a first hospital through a communication system according to various embodiments of the present disclosure and is recorded on a computer-readable storage medium.

Various embodiments of the present invention may provide an apparatus and method for identifying drug information and providing inventory information of the drug using a computerized system.

In addition, various embodiments of the present invention identify information on prescription medicines based on a computerized system such as a photographed image of medicines and electronic medical records, and provide information on whether prescribed medicines or alternative medicines are in stock in the hospital. Apparatus and methods may be provided.

In addition, various embodiments of the present invention identify alternative medicines including essential components of the prescribed medicine, and when a plurality of types of medicines exist as replacement medicines, the alternative medicines can be listed according to the similarity with the prescribed medicines. It is possible to provide a portable disease testing device and method.

The effects obtainable in the present invention are not limited to the above-mentioned effects, and other effects not mentioned may be clearly understood by those of ordinary skill in the art to which the present disclosure belongs from the description below. will be.

1 illustrates a configuration of a communication system according to various embodiments of the present disclosure.
2 illustrates an identification process based on a captured image of a medicine according to various embodiments of the present disclosure.
3 illustrates a configuration of an electronic device according to various embodiments of the present disclosure.
4 illustrates an operation process of an electronic device according to various embodiments of the present disclosure.

Terms used in the present invention are only used to describe specific embodiments, and may not be intended to limit the scope of other embodiments. The singular expression may include the plural expression unless the context clearly dictates otherwise. Terms used herein, including technical or scientific terms, may have the same meanings as commonly understood by one of ordinary skill in the art described in the present invention. Among the terms used in the present invention, terms defined in a general dictionary may be interpreted with the same or similar meaning as the meaning in the context of the related art, and unless explicitly defined in the present invention, ideal or excessively formal meanings is not interpreted as In some cases, even terms defined in the present invention cannot be construed to exclude embodiments of the present invention.

1 illustrates a configuration of a communication system according to various embodiments of the present disclosure.

1, the communication system according to various embodiments of the present invention includes a hospital server 110, the Ministry of Food and Drug Safety (hereinafter referred to as the Ministry of Food and Drug Safety) server 120, the Health Insurance Review and Assessment Service (hereinafter referred to as the HIRA) server 130, It includes an electronic device 140 operated by a medical person in a hospital, a patient terminal 150 , and a wired/wireless communication network 160 . The electronic device 140 includes a transceiver, a memory, a camera, an input device, an output device, and a processor connected to the hospital server 110 through a wired/wireless communication network 160 .

The hospital server 110 manages an electronic medical record (EMR)/order communication system (OCS) in the hospital. The electronic device 140 may inquire the EMR/OCS by accessing the hospital server 110 . EMR is a computerized database of patient's clinical care information that was managed with the existing paper charts. OCS greatly reduces the time required for treatment and prescription by delivering a doctor's prescription to various medical support departments through a communication network at a medical institution. It is a medical information system that can enhance By using EMR and OCS, you can inquire past medical records and prescription records for patients at relevant medical institutions. In addition, the hospital server 110 manages information about the inventory of medicines in the hospital.

The Ministry of Food and Drug Safety Server 120 provides information on medicines. In addition, the Ministry of Food and Drug Safety server 120 provides search information for medicines. The electronic device 140 may search for medicines from the Ministry of Food and Drug Safety server 120 by using information such as a design, shape, color, formulation, and the like for each pill.

The HIRA server 130 may inquire the administration history of the medicines that the patient has visited in the past to a hospital or pharmacy. The electronic device 140 may inquire from the HIRA server 130 a record of insurance-covered medicines that the patient has received in the past and purchased at the pharmacy.

The electronic device 140 is an electronic device controlled by medical personnel such as doctors and nurses. Medical personnel can use the electronic device 140 to identify information on prescription medicines based on a computerized system such as a photographed image of medicines and electronic medical records, and search for information on whether prescription medicines or alternative medicines are in stock in the hospital. there is.

The patient terminal 150 may provide a consent message to the electronic device 140 with respect to the provision of personal information required when a medical practitioner searches for a patient's past prescription information, etc. through the electronic device 140 . The electronic device 140 may search the patient's past prescription information from the HIRA server 130 or the like based on the personal information consent message received from the patient terminal 150 .

The wired/wireless communication network 160 is a communication in which the hospital server 110 , the KFDA server 120 , the HIRA server 130 , the electronic device 140 , and the patient terminal 150 can transmit and receive signals and data to each other provide a path The wired/wireless communication network 160 is not limited to a communication method according to a specific communication protocol, and an appropriate communication method may be used according to an implementation example. For example, when configured as an Internet protocol (IP)-based system, the wired/wireless communication network 160 may be implemented as a wired/wireless Internet network, and when the electronic device 140 is implemented as a mobile communication terminal The wired/wireless communication network 160 may be implemented as a wireless network such as a cellular network or a wireless local area network (WLAN) network.

2 illustrates an identification process based on a captured image of a medicine according to various embodiments of the present disclosure.

When the patient came to the hospital for emergency surgery, etc., if the patient brought the previously prescribed medicine but does not have information about the medicine, the same medicine as the medicine prescribed in the hospital, along with the identification of the prescribed medicine, or an alternative It has to be determined whether the drug exists.

According to an embodiment of the present invention, the medical practitioner may primarily determine the type of the medicine from the captured image of the medicine obtained through the electronic device.

A medical practitioner may acquire a captured image of a medicine carried by a patient through a camera configured in the electronic device.

In the captured image (A) of the medicine, a plurality of medicines of different types may be included, and accordingly, letters, logos, symbols, figures, or manufacturer's information engraved on each of them may be included.

The captured image A of the medicine is input to the medicine area prediction model 220 stored in the memory of the electronic device. The medicine area prediction model 220 stored in the memory of the electronic device is differentiated from the background image 210 in the captured image A of the medicine in the medicine area 222 , and the medicine identifier 224 existing in the medicine area 222 . , 226). In this case, when the captured image A of the drug includes a plurality of drugs, a drug area may be predicted for each drug, and a drug identifier may be predicted for each drug area. Meanwhile, the drug identifiers 224 and 226 may be letters, numbers, symbols, or figures printed or engraved on the drug.

Optionally, the region 222 of the medicine is predicted in the captured image A of the medicine, and the medicine area prediction model 220 in the process of predicting the medicine identifiers 224 and 226 uses the photographed image A of the medicine. Contrast or Contrast can be adjusted. The drug region prediction model 220 may accurately predict the drug region 222 and drug identifiers 224 and 226 from the contrast-adjusted drug image B. Accordingly, the drug area 222 and the drug identifiers 224 and 226 can be accurately predicted regardless of the background, contrast, or position and angle of the drug 212 of the captured image A of the drug.

Furthermore, in the process of predicting the region of the drug within the captured image A of the drug and predicting the drug identifier, the drug region 222 is not predicted by the drug region prediction model 220 or the drug identifiers 224 and 226 are If it is not predicted, a new captured image (A) of the drug may be acquired by re-imaging the drug.

Next, in the process of predicting the type of drug in the image using the drug type prediction model 230 , the drug based on the predicted drug region 222 and drug identifiers 224 and 226 in the drug region 222 . By the medicine type prediction model 230 configured to predict the type, the type of medicine 212 in the captured image A of medicine can be predicted probabilistically. The drug type prediction model 230 is stored in the memory of the electronic device.

In the example of FIG. 2 , referring to the probability result 232 predicted by the drug type prediction model 230 , the type of the drug 212 matched with the drug identifiers 224 and 226 is Atiran, tree It may be Cef (Tricef), Tylenol (Tylenol).

Meanwhile, in the step of predicting the type of medicine in the image using the medicine type prediction model 230 ( S130 ), if the type of medicine 212 is not identified by the medicine type prediction model 230 , the medicine 212 ), a new image (A) of the drug can be acquired by re-imaging the image on the opposite side.

Finally, in the process of identifying the predicted drug, the type of the drug 212 in the image may be finally determined using the drug type prediction model. In the example of FIG. 2, among the drug types predicted using the drug type prediction model 230, Atiran (Atiran), Tricef (Tricef), and Tylenol (Tylenol), the prediction probability is the highest at 94% ( Atiran) may be determined as the final medicinal product (C).

The drug identification method according to an embodiment of the present invention uses two models using a trained convolutional neural network. The first predictive model predicts what letters, numbers or symbols are on the surface of the drug and optionally crops the image of the drug. The following predictive model predicts the type of drug according to the predicted letters, numbers or symbols. Through such a hierarchical structure, the accuracy of the drug identification method can be improved.

The structure of the trained models may include, for example, a convolution layer for extracting features from an image and a pooling layer for adding non-linear characteristics, which are iteratively connected. In the initial layer, edges in the image are detected, and meaningful information can be learned by combining the preceding information as the layer goes deeper. Deep learning-based object recognition models are trained using numerous training images.

The method for training the model in the drug identification method according to an embodiment of the present invention is not limited. In addition, the database related to the drug image required for learning is not limited. For example, in order to obtain a learning database required for model learning, a plurality of learning databases may be constructed by arbitrarily generating a background image of medicines and synthesizing medicines to the generated background image. In addition, since it is difficult to acquire various images considering the location, angle, and background of each drug when constructing the learning image database, an additional database can be constructed through data synthesis. It is possible to extract drug parts from the actually acquired drug images, apply changes in positions and angles of various background images, and apply changes such as contrast and contrast to the extracted drug images themselves to synthesize and augment them.

Furthermore, by using the automatic drug image capturing system, it is possible to accumulate drug image data under various conditions. You can acquire various images by adjusting the angle, lighting, and background of the medicine in the medicine image, and learn by using the acquired image. The system may include one or more imaging units and a display unit positioned below the targeted medication. The photographing unit is fixed to the position-adjustable x, y, and z holders, or it can be implemented in a form in which m cameras, which are integers greater than or equal to 1, are photographed at various angles at n positions, which are integers greater than or equal to 1. In addition, although not limited, accuracy and time optimization may be improved through one-shot learning and parameter pruning after learning.

3 illustrates a configuration of an electronic device according to various embodiments of the present disclosure.

Referring to FIG. 3 , the electronic device 140 according to various embodiments of the present disclosure includes a transceiver 141 , a memory 142 , a camera 143 , an input device 144 , an output device 145 , and at least one of the processor 146 .

The electronic device 140 is a terminal device capable of receiving information on medicines from a hospital server, a Ministry of Food and Drug Safety server, and an HIRA server through a wired/wireless communication network, and identifying information about the medicines. The electronic device 140 includes a memory capable of storing information, a transceiver capable of transmitting and receiving information, and at least one processor capable of performing an operation of information, such as a personal computer, a cellular phone, a smart phone, and a tablet computer. It may be an electronic device including

The transceiver 141 is connected to the processor 146 and transmits and/or receives a signal. All or part of the transceiver 141 may be referred to as a transmitter or a receiver, or a transceiver. The transceiver 112 is a wired access system and wireless access systems, such as an Institute of Electrical and Electronics Engineers (IEEE) 802.xx system, an IEEE Wi-Fi system, a 3rd generation partnership project (3GPP) system, and a 3GPP long term evolution (LTE) system. , 3GPP 5G NR (new radio) system, 3GPP2 system, may support at least one of various wireless communication standards such as Bluetooth (bluetooth).

The memory 142 may be connected to the transceiver 141 and store information received through communication. In addition, the memory 142 is connected to the processor 146 and is a basic program for the operation of the processor 146 , an application program, setting information, information generated by the operation of the processor 146 , in the embodiment of FIG. 2 . Data such as the drug area prediction model 220 and the drug type prediction model 230 may be stored. The memory 142 may be configured as a volatile memory, a non-volatile memory, or a combination of a volatile memory and a non-volatile memory. In addition, the memory 142 may provide stored data according to the request of the processor 146 .

The camera 143 may be configured to acquire a captured image of the medicine. The captured image acquired by the camera 143 may be stored in the memory 142 and analyzed by the processor 141 .

The input device 144 includes one or more of a keyboard, a keypad, and a display in the form of a touch screen. The input device 144 may be configured to input characteristic information about medicines, selection of information on essential components among medicines, and the like.

The output device 145 includes one or more of a display and a speaker. The output device 145 may be configured to output information or a captured image under the control of the processor 146 .

The processor 146 may be configured to implement the procedures and/or methods proposed in the present invention. The processor 146 controls overall operations of the electronic device 140 to support the user's learning concentration. For example, the processor 146 transmits or receives information and the like through the transceiver 141 . In addition, the processor 146 writes data to and reads data from the memory 142 . In addition, the processor 146 acquires an image through the camera 143 . In addition, the processor receives information through the input device 144 and outputs information through the output device 145 . The processor 146 may include at least one processor.

4 illustrates an operation process of an electronic device according to various embodiments of the present disclosure.

In the embodiment of FIG. 4 , the electronic device includes a transceiver, a memory, a camera, an input device, an output device, and at least one processor connected to the first server of the first hospital through a communication system.

In step S401, the electronic device identifies the first medicine previously prescribed to the patient.

When the patient brings the first medicine and there is no information on the first medicine, the first medicine may be identified based on the captured image of the first medicine. Specifically, according to various embodiments of the present disclosure, in step S401, a captured image of the first medicine carried by the patient is obtained, the captured image is transmitted to a second server related to medicine information management, and the captured Receiving drug information corresponding to the image, and identifying the first drug based on the drug information corresponding to the captured image. According to various embodiments of the present disclosure, in step S401, a captured image of the first medicine carried by the patient is obtained, and characteristic information of the first medicine is determined based on the captured image, and the characteristic information The method may include transmitting to a second server related to drug information management, receiving drug information corresponding to the feature information, and identifying the first drug based on drug information corresponding to the feature information. According to various embodiments of the present disclosure, the characteristic information may include information about at least one of a design, a shape, a color, and a dosage form for a grain of medicine. According to various embodiments of the present disclosure, the second server may include a KFDA server.

When the patient brings the first drug and there is no information on the first drug, the first drug may be identified based on information about the appearance characteristics of the first drug. Specifically, according to various embodiments of the present disclosure, step S401 includes inputting characteristic information about the first medicine carried by the patient, transmitting the characteristic information to the second server, and receiving the characteristic information corresponding to the characteristic information. Receiving drug information and identifying the first drug based on drug information corresponding to the characteristic information. According to various embodiments of the present disclosure, the characteristic information may include information about at least one of a design, a shape, a color, and a dosage form for a grain of medicine. According to various embodiments of the present disclosure, the second server may include a KFDA server.

When the patient does not bring the first medicine and there is no information on the first medicine, the first medicine may be identified based on the patient's past treatment and prescription information stored in the server in the hospital. Specifically, according to various embodiments of the present disclosure, in step S401, when the first medicine is prescribed to the patient at the first hospital, an order communication system (OCS) and EMR of the first hospital to the first server requesting past prescription drug information for the patient of the first hospital based on (electronic medical record), receiving past prescription drug information for the patient of the first hospital, and receiving the past prescription drug information for the patient based on the past prescription drug information It may include the process of identifying the first drug product.

If the patient does not bring the first medicine, there is no information on the first medicine, and the patient visits the first hospital different from the second hospital where the first medicine was prescribed, the first hospital Prescription information cannot be accessed. In this case, the first drug may be identified based on the patient's past insurance coverage drug prescription information by accessing the HIRA server. According to various embodiments of the present disclosure, in step S401, when the first medicine is prescribed to the patient at a second hospital different from the first hospital, the patient's information is transmitted to a third server related to health insurance management, , receiving insurance coverage drug prescription information for the patient from the third server, and identifying the first drug based on insurance coverage drug prescription information for the patient. According to various embodiments of the present disclosure, the third server may include an HIRA server.

According to various embodiments of the present disclosure, the transmitting of the patient's information to the third server related to health insurance management includes transmitting a request message for consent to personal information provision to the patient's terminal, and the patient It may include the process of receiving an acceptance message for the consent to provide personal information from the terminal of the, and the process of transmitting the patient's personal identification information to the third server. According to various embodiments of the present disclosure, the consent message for the consent to provide personal information is a personal information through at least one method of the patient's resident registration number authentication, public certificate authentication, biometric authentication, and phone/text authentication in the patient's terminal After the information identification is performed, it may be transmitted to the electronic device.

In step S402 , the electronic device transmits to the first server a request message regarding whether the first medicine is present in the inventory in the first hospital.

In step S403 , when receiving a response message from the first server indicating that the first medicine is in stock in the first hospital together with inventory information of the first medicine in the first hospital, the electronic device sends the first medicine of stock information.

In step S404, when receiving a response message from the first server that the first medicine does not exist in the inventory in the first hospital, the electronic device includes information that the first medicine does not exist in the inventory in the first hospital and Together, output the list of ingredients of the first pharmaceutical product.

In step S405 , the electronic device receives a response message from the first server indicating that the same medicine as the second medicine is present in the inventory in the first hospital together with the inventory information of the second medicine in the first hospital.

In step S406, when receiving a response message from the first server that the same medicine as the second medicine is present in the inventory in the first hospital together with the inventory information of the second medicine in the first hospital, the electronic device performs at least Outputs inventory information of one second drug.

According to various embodiments of the present disclosure, the outputting of the information on the at least one second medicine may include, in the case where a plurality of types of second medicines are present in the inventory in the first hospital, the plurality of types of medicines It may include the process of arranging and outputting the second drug in the order of the degree of similarity to the first drug.

According to various embodiments of the present disclosure, the degree of similarity with the first drug is the ratio of the mass of the at least one first component to the total mass of the drug, the types of components other than the at least one first component, the The ratio of the mass of at least one second component identical to the components other than the at least one first component in the first pharmaceutical product to the total mass of the pharmaceutical product among the components other than the at least one first component in the second pharmaceutical product It may be determined based on at least one of

According to various embodiments of the present disclosure, the degree of similarity with the first drug is the ratio in the first drug to the ratio of the mass of the at least one first component to the total mass of the drug and the at least one second drug The first ratio, which is the ratio of the difference between the ratios in the drug, and the first ratio, which is the ratio of the kinds of components not included in the first drug among the total kinds of ingredients other than the at least one first ingredient in the at least one second drug based on at least one of 2 ratios, a third ratio being the ratio of the difference between the ratio in the first drug product and the ratio in the at least one second drug product to the ratio of the mass of the at least one second component to the total mass of the drug product can be determined by

According to various embodiments of the present disclosure, the degree of similarity with the first drug may be determined by applying different weights to the first ratio, the second ratio, and the third ratio. According to various embodiments of the present disclosure, the similarity with the first drug may be determined as S = first weight W1 * first ratio + second weight W2 * second ratio + third weight W3 * third ratio . The total sum of W1, W2, and W3 is 1, and W1, W2, and W3 are any number of 0 or more and 1 or less.

In step S407 , if a response message indicating that the same medicine as the second medicine does not exist in the inventory in the first hospital, the electronic device outputs information that there is no appropriate medicine in the inventory.

When implementing the embodiment of the present invention using hardware, ASICs (application specific integrated circuits) or DSPs (digital signal processors), DSPDs (digital signal processing devices), PLDs (programmable logic devices) configured to perform the present invention , FPGAs (field programmable gate arrays), etc. may be provided in the processor of the present invention.

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. In addition, the structure of data used in the above-described method may be recorded in a computer-readable storage medium through various means. Program storage devices that may be used to describe a storage device comprising executable computer code for performing the various methods of the present invention should not be construed as including transitory objects such as carrier waves or signals. do. The computer-readable storage medium includes a storage medium such as a magnetic storage medium (eg, a ROM, a floppy disk, a hard disk, etc.) and an optically readable medium (eg, a CD-ROM, a DVD, etc.).

The embodiments described above are those in which elements and features of the present invention are combined in a predetermined form. Each component or feature should be considered optional unless explicitly stated otherwise. Each component or feature may be implemented in a form that is not combined with other components or features. In addition, it is also possible to configure an embodiment of the present invention by combining some elements and/or features. The order of operations described in embodiments of the invention may be changed. Some configurations or features of one embodiment may be included in other embodiments, or may be replaced with corresponding configurations or features of other embodiments. It is obvious that claims that are not explicitly cited in the claims can be combined to form an embodiment or included as a new claim by amendment after filing.

It will be apparent to those skilled in the art that the present invention can be embodied in other forms without departing from the spirit and essential characteristics of the present invention. Accordingly, the above embodiments should be considered in all respects as illustrative and not restrictive. The scope of the present invention should be determined by a reasonable interpretation of the appended claims and all possible changes within the equivalent scope of the present invention.

110: hospital server 120: Ministry of Food and Drug Safety Server
130: health insurance review and evaluation agency server 141: transceiver unit
142: memory 143: camera
144: input device 145: output device
146: processor 150: patient terminal
160: wired / wireless communication network 210: background image
212: drug 220: drug area prediction model
222: drug area 224: drug identifier
226: drug identifier 230: drug type prediction model
232: predicted probability result A: captured image of drug
B: Contrast-adjusted drug image C: Final drug

Claims (11)

In the operating method of an electronic device, the electronic device includes a transceiver, a memory, a camera, an input device, an output device, and at least one processor connected to a first server of a first hospital through a communication system,
identifying a first drug previously prescribed to the patient;
The process of transmitting a request message regarding whether the first medicine is present in the inventory in the first hospital to the first server;
When receiving a response message from the first server that the first medicine does not exist in the inventory in the first hospital, the first medicine in the inventory in the first hospital together with the information that the first medicine does not exist The process of printing a list of ingredients, and
The process of receiving a selection of at least one essential first component among the components of the first pharmaceutical product;
The process of transmitting a request message regarding whether there is at least one second medicine containing the at least one first component among the inventory in the first hospital to the first server;
When receiving a response message from the first server stating that the same medicine as the second medicine is present in the inventory in the first hospital together with the inventory information of the second medicine in the first hospital, the at least one second medicine Including the process of outputting the inventory information of
Way.
According to claim 1,
The process of identifying the first medicine that has been prescribed to the patient in the past,
Acquire a captured image of the first medicine carried by the patient, transmit the captured image to a second server related to medicine information management, receive medicine information corresponding to the captured image, and respond to the captured image The process of identifying the first drug based on the drug information; or
Input characteristic information about the first medicine carried by the patient, transmit the characteristic information to the second server, receive medicine information corresponding to the characteristic information, and add the medicine information corresponding to the characteristic information Including at least one of the process of identifying the first drug based on
Way.
According to claim 1,
The process of identifying the first medicine that has been prescribed to the patient in the past,
When the first medicine is prescribed to the patient at the first hospital, the first server is sent to the first server based on an order communication system (OCS) and electronic medical record (EMR) of the first hospital. requesting past prescription drug information for the patient, receiving past prescription drug information for the patient of the first hospital, and identifying the first drug based on the past prescription drug information; or
When the first medicine is prescribed to the patient in a second hospital different from the first hospital, the patient's information is transmitted to a third server related to health insurance management, and insurance benefits for the patient from the third server Receiving drug prescription information, comprising at least one of identifying the first drug based on insurance coverage drug prescription information for the patient,
Way.
4. The method of claim 3,
The process of transmitting the patient's information to the third server related to health insurance management,
Transmitting a request message for consent to provide personal information to the patient's terminal;
The process of receiving an acceptance message for the consent to provide personal information from the patient's terminal;
Including the process of transmitting the patient's personal identification information to the third server,
Way.
According to claim 1,
When receiving a response message from the first server stating that the first medicine is present in the inventory in the first hospital together with the inventory information of the first medicine in the first hospital, the first medicine in the first hospital Further comprising the process of outputting inventory information,
Way.
According to claim 1,
The process of outputting the information on the at least one second drug is,
When a plurality of types of second medicines exist in the inventory in the first hospital, including the process of arranging and outputting the plurality of types of second medicines in an order of similarity with the first medicines,
Way.
7. The method of claim 6,
The degree of similarity with the first drug is,
The ratio of the mass of the at least one first component to the total mass of the pharmaceutical product, the types of components other than the at least one first component, and the second component among the remaining components other than the at least one first component in the second pharmaceutical product determined based on at least one of the ratio of the mass of at least one second component that is identical to the remaining components except for the at least one first component in the pharmaceutical product to the total mass of the pharmaceutical product,
Way.
8. The method of claim 7,
The degree of similarity with the first drug is,
a first ratio that is the ratio of the difference between the ratio in the first medicinal product and the ratio in the at least one second medicinal product to the ratio of the mass of the at least one first component to the total mass of the medicinal product;
A second ratio that is a ratio of the types of components not included in the first medicine among all types of components other than the at least one first component in the at least one second medicine;
at least one of a third ratio that is a ratio of the difference between the ratio in the first medicinal product and the ratio in the at least one second medicinal product to the ratio of the mass of the at least one second component to the total weight of the medicinal product ,
Way.
9. The method of claim 8,
The degree of similarity with the first drug is,
It is determined by applying different weights to the first ratio, the second ratio, and the third ratio,
Way.
In an electronic device,
a transceiver connected to the first server of the first hospital through a communication system;
Memory;
camera;
input device;
output device; and
at least one processor operatively coupled to the transceiver, the memory, the input device, and the output device;
the at least one processor,
configured to perform the method of any one of claims 1 to 9,
electronic device.
A computer program configured to perform the method according to any one of claims 1 to 9, recorded on a computer readable storage medium.

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