KR20230002148A - Apparatus and method for providing medical device suggestion service based on internal and external environmental information - Google Patents

Abstract

The present invention relates to an apparatus and a method for providing a medical device suggestion service based on internal environment information and external environment information. According to one embodiment of the present invention, the electronic apparatus comprises a memory and a processor connected to the memory. The processor can receive internal environment information of a user who intends to receive a recommendation for a medical device on a medical device recommendation from a user terminal of the user, generate a first recommendation medical device list based on the internal environment information, generate a second recommendation medical device list from the first recommendation medical device list based on external environment information of a hospital in which the medical device is to be installed, and transmit the second recommendation medical device list to the user terminal.

Description

Apparatus and method for providing medical device proposal service based on internal environment information and external environment information

The present invention relates to an apparatus and method for providing a medical device proposal service based on internal environment information and external environment information.

Unless otherwise indicated herein, material described in this section is not prior art to the claims in this application, and inclusion in this section is not an admission that it is prior art.

In order to open a hospital, various medical equipment must be prepared. Conventionally, users opening hospitals had to identify and prepare necessary medical devices on their own, but it was difficult to accurately grasp the circumstances of other nearby hospitals and analyze demand.

Accordingly, the present invention intends to propose a technology capable of recommending medical devices considering both the internal environment of a user who wants to open a hospital and the external environment of a region where the hospital will be located.

Japanese Patent Publication 2002-133250 A (2002.05.10) Japanese Patent Publication 2006-004359 A (2006.01.05) Domestic Patent Publication 10-2021-0066235 A (2021.06.07) Domestic Patent No. 10-2427452 B1 (2022.07.27) Domestic Patent Publication 10-2016-0019576 A (2016.02.22) Japanese Patent Publication 2004-184752 A (2004.07.02) Japanese Patent Publication 2022-069724 A (2022.05.12) Japanese registered patent 4489728 B2 (2010.04.09) Japanese Patent Publication 2002-259447 A (2002.09.13) Japanese registered patent 6878632 B2 (2021.05.06)

An embodiment of the present invention is to provide an apparatus and method for providing a medical device proposal service based on internal environment information and external environment information.

The technical problems to be achieved in the present invention are not limited to the technical problems mentioned above, and other technical problems not mentioned will be clearly understood by those skilled in the art from the description below. You will be able to.

In order to achieve the above object, an electronic device according to an embodiment of the present invention includes a memory and a processor connected to the memory, and the processor is a user terminal of a user who wants to receive a medical device recommendation. receiving user's internal environment information for medical device recommendation from the user, generating a first recommended medical device list based on the internal environment information, and generating the first recommended medical device list based on external environment information of a hospital where the medical device is to be installed. A second recommended medical device list may be generated from the medical device list, and the second recommended medical device list may be transmitted to the user terminal.

At this time, the internal environment information may include information about the location of the hospital to be operated by the user, the type of treatment, the scale of the hospital, the facility budget, and desired medical devices.

At this time, the external environment information may include information on the area where the hospital is located, the number of first hospitals located in the area, the number of second hospitals operating in the same medical category, and the number of population in the area. there is.

At this time, the processor generates a medical device possessed in excess of a predetermined first threshold ratio among all of the second hospital as an essential medical device list based on information on all medical devices possessed by the second hospital. and calculating a first remaining budget excluding the price of medical devices included in the essential medical device list from the facility budget, and calculating a second remaining budget excluding the price of the desired medical device from the first remaining budget, When the second remaining budget is less than or equal to the predetermined minimum medical device price standard, the first recommended medical device list is generated based on the essential medical device list and the desired medical device, and the second remaining budget is equal to or less than the minimum medical device price standard. If the price standard is exceeded, a predetermined lower than the first threshold ratio among all the second hospitals for the remaining medical devices except for the medical devices included in the essential medical device list and the desired medical devices in the total medical devices Medical devices possessed in excess of a second threshold ratio may be created as a selected medical device list, and the first recommended medical device list may be created based on the essential medical device list, the selected medical device list, and the desired medical device. .

At this time, the processor calculates the allocated number of people corresponding to the number of people that can be treated during a predetermined unit period by the medical device included in the desired medical device and the selected medical device list in the first recommended medical device list; Based on the external environment information, the actual number of users for the medical device included in the desired medical device and the selected medical device list is calculated, and the allocated number of people in the first recommended medical device list exceeds the actual number of users Excluding medical devices, the second recommended medical device list may be generated by leaving medical devices whose number of allocated persons is less than or equal to the actual number of users.

In this case, the number of allocated persons may be calculated based on the average number of persons using the corresponding medical device during the unit period in the first hospital having the corresponding medical device.

At this time, the actual number of users is the area where the hospital is located, the number of population in the area, the number of third hospitals that have the corresponding medical device among the first hospitals, and the use of the corresponding medical device in the corresponding area. It can be calculated based on the average incidence of the disease.

At this time, the actual number of users is calculated by the following equation,

NoAU (Number of Actual Users) means the actual number of users, NoH_1 (Number of Hospital_1) means the number of the third hospital, P (Population) means the number of population in the corresponding region, DI (Disease Incidence) means the average incidence rate of the disease using the corresponding medical device in the corresponding region, BP (Base Period) means the base period on which the average incidence rate is based, and UP (Unit Period) is the unit period can mean

As described above, according to an embodiment of the present invention, an apparatus and method for providing a medical device proposal service based on internal environment information and external environment information can be provided.

The effects obtainable in the present invention are not limited to the effects mentioned above, and other effects not mentioned can be clearly understood by those skilled in the art from the description below. will be.

Also other aspects as described above, features and benefits of certain preferred embodiments of the present invention will become more apparent from the following description taken in conjunction with the accompanying drawings.
1 is a conceptual diagram of an apparatus for providing a medical device proposal service based on internal environment information and external environment information according to an embodiment of the present invention.
2 is a block diagram of an electronic device according to an embodiment of the present invention.
3 is a diagram showing division between a first hospital and a second hospital.
4 is a diagram illustrating a process of generating a second recommended medical device list according to an embodiment of the present invention.
5 is a flowchart of a method for providing a medical device proposal service based on internal environment information and external environment information according to an embodiment of the present invention.
It should be noted that throughout the drawings, like reference numbers are used to show the same or similar elements, features and structures.

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

In describing the embodiments, descriptions of technical contents that are well known in the technical field to which the present invention pertains and are not directly related to the present invention will be omitted. This is to more clearly convey the gist of the present invention without obscuring it by omitting unnecessary description.

For the same reason, in the accompanying drawings, some components are exaggerated, omitted, or schematically illustrated. Also, the size of each component does not entirely reflect the actual size. In each figure, the same reference number is assigned to the same or corresponding component.

Advantages and features of the present invention, and methods for achieving them, will become clear with reference to the embodiments described below in detail in conjunction with the accompanying drawings. However, the present invention is not limited to the embodiments disclosed below, but may be implemented in various different forms, and only the present embodiments make the disclosure of the present invention complete, and common knowledge in the art to which the present invention belongs It is provided to fully inform the holder of the scope of the invention, and the present invention is only defined by the scope of the claims. Like reference numbers designate like elements throughout the specification.

At this time, it will be understood that each block of the process flow chart diagrams and combinations of the flow chart diagrams can be performed by computer program instructions. These computer program instructions may be embodied in a processor of a general purpose computer, special purpose computer, or other programmable data processing equipment, so that the instructions executed by the processor of the computer or other programmable data processing equipment are described in the flowchart block(s). It creates means to perform functions. These computer program instructions may also be stored in a computer usable or computer readable memory that can be directed to a computer or other programmable data processing equipment to implement functionality in a particular way, such that the computer usable or computer readable memory The instructions stored in are also capable of producing an article of manufacture containing instruction means that perform the functions described in the flowchart block(s). The computer program instructions can also be loaded on a computer or other programmable data processing equipment, so that a series of operational steps are performed on the computer or other programmable data processing equipment to create a computer-executed process to generate computer or other programmable data processing equipment. Instructions for performing processing equipment may also provide steps for performing the functions described in the flowchart block(s).

Additionally, each block may represent a module, segment, or portion of code that includes one or more executable instructions for executing specified logical function(s). It should also be noted that in some alternative implementations it is possible for the functions mentioned in the blocks to occur out of order. For example, two blocks shown in succession may in fact be executed substantially concurrently, or the blocks may sometimes be executed in reverse order depending on their function.

At this time, the term '~unit' used in this embodiment means software or a hardware component such as a field-programmable gate array (FPGA) or application specific integrated circuit (ASIC), and what role does '~unit' have? perform them However, '~ part' is not limited to software or hardware. '~bu' may be configured to be in an addressable storage medium and may be configured to reproduce one or more processors. Therefore, as an example, '~unit' refers to components such as software components, object-oriented software components, class components, and task components, processes, functions, properties, and procedures. , subroutines, segments of program code, drivers, firmware, microcode, circuitry, data, databases, data structures, tables, arrays, and variables. Functions provided within components and '~units' may be combined into smaller numbers of components and '~units' or further separated into additional components and '~units'. In addition, components and '~units' may be implemented to play one or more CPUs in a device or a secure multimedia card.

In describing the embodiments of the present invention in detail, an example of a specific system will be the main target, but the main subject matter to be claimed in this specification extends the scope disclosed herein to other communication systems and services having a similar technical background. It can be applied within a range that does not deviate greatly, and this will be possible with the judgment of those skilled in the art.

1 is a conceptual diagram of an apparatus for providing a medical device proposal service based on internal environment information and external environment information according to an embodiment of the present invention.

Referring to FIG. 1, an apparatus for providing a medical device proposal service based on internal environment information and external environment information according to an embodiment of the present invention includes internal environment information of a user who wants to open a hospital and external environment of a region where the hospital is located. Based on the information, we can recommend the right medical device for your budget. Meanwhile, an apparatus for providing a medical device proposal service based on internal environment information and external environment information may be referred to as 'electronic device 100' in the present invention.

At this time, the user terminal 200 is a desktop computer (desktop computer), laptop computer (laptop computer), notebook (notebook), smart phone (smart phone), tablet PC (tablet PC), mobile phone (mobile phone) capable of communication , smart watch, smart glass, e-book reader, PMP (portable multimedia player), portable game device, navigation device, digital camera, DMB (digital multimedia broadcasting) player , a digital audio recorder, a digital audio player, a digital video recorder, a digital video player, a personal digital assistant (PDA), and the like.

2 is a block diagram of an electronic device 100 according to an embodiment of the present invention.

An electronic device 100 according to an embodiment includes a processor 110 and a memory 120 . The processor 110 may perform at least one method described above. The memory 120 may store information related to the above method or store a program in which the above method is implemented. Memory 120 may be volatile memory or non-volatile memory. The memory 120 may be referred to as a 'database', a 'storage unit', or the like.

The processor 110 may execute a program and control the electronic device 100 . Program codes executed by the processor 110 may be stored in the memory 120 . The device 100 may be connected to an external device (eg, a personal computer or network) through an input/output device (not shown) and exchange data.

At this time, the processor 110 may receive internal environment information of a user for medical device recommendation from the user terminal 200 of a user who wants to receive a medical device recommendation.

At this time, the internal environment information may include information about the location of the hospital to be operated by the user, the type of treatment, the scale of the hospital, the facility budget, and desired medical devices.

This is information about the hospital that the user will open, and based on this, it is possible to analyze which medical device is needed and recommend a medical device suitable for the user's budget.

Also, the processor 110 may generate a first recommended medical device list based on the internal environment information.

Looking in more detail, the processor 110, based on the information on all medical devices possessed by the second hospital, requires medical devices possessed in excess of a predetermined first critical ratio among the entirety of the second hospital. It can be created as a medical device list.

In this case, the second hospital may refer to all hospitals located in the region where the hospital to be opened by the user is located, that is, among the first hospitals, the hospital operates the same type of treatment as that of the user.

At this time, the first critical ratio may be arbitrarily set by the operator of the present invention, and may be set to 80%, 90%, etc. for the purpose of extracting the essential medical device list.

This is because, if the majority of hospitals operating in the same medical category have the corresponding medical device, this can be seen as essential for operating the corresponding medical category.

In addition, the processor 110 may calculate a first remaining budget excluding prices of medical devices included in the essential medical device list from the facility budget.

This is to recommend a medical device within a budget set by the user to purchase the medical device. First of all, the facility budget is allocated to essential medical devices, that is, medical devices included in the list of essential medical devices, and the remainder, that is, the first remaining budget, is used to recommend desired medical devices and selected medical devices as described later.

In more detail, the processor 110 may calculate a second remaining budget excluding the price of the desired medical device from the first remaining budget.

This is to preferentially allocate a budget for a medical device desired by the user, and to recommend a selected medical device with the remaining budget.

In this case, the processor 110 may generate the first recommended medical device list based on the essential medical device list and the desired medical device when the second remaining budget is equal to or less than a predetermined minimum medical device price standard. there is.

This is because the recommendation of an additional medical device may be meaningless when the second remaining budget is not the minimum budget for purchasing the medical device.

Therefore, the minimum medical device price standard may be arbitrarily set by the operator of the present invention, or may be set as an average price of medical devices.

In addition, the processor 110, when the second remaining budget exceeds the minimum medical device price standard, removes the medical devices included in the list of essential medical devices and the desired medical devices from all medical devices. A selected medical device list is created for medical devices possessed in excess of a predetermined second critical rate lower than the first critical rate among the entirety of the second hospital as a selected medical device list, and the essential medical device list and the selected medical device list and generating the first recommended medical device list based on the desired medical device.

At this time, most of the medical devices included in the list of optional medical devices are not owned by the second hospital that operates in the same medical category, but if they have more than half, medical devices that may be appropriate for operation. can mean a device.

Therefore, the second threshold ratio may be arbitrarily set by the operator of the present invention, or may be set to 50% for the purpose.

As described above, the first recommended medical device list does not reflect external environment information of the area where the hospital is located, and thus may have poor suitability. Therefore, it is necessary to perform filtering again by reflecting the information of the area where the hospital is to be located, that is, external environment information.

To this end, the processor 110 may generate a second recommended medical device list from the first recommended medical device list based on external environment information of a hospital where the medical device is to be installed.

At this time, the external environment information is information about the area where the hospital is located, and will be described in detail with reference to FIG. 3 .

At this time, the creation of the second recommended medical device list will be described in more detail with reference to FIG. 4 .

Also, the processor 110 may transmit the second recommended medical device list to the user terminal 200 . Through this, the user can operate the hospital by purchasing medical devices included in the second recommended medical device list.

3 is a diagram showing division between a first hospital and a second hospital.

The above-described external environment information may include information on the region where the hospital is located, the number of first hospitals located in the region, the number of second hospitals operating in the same medical category, and the number of population in the region. .

Referring to FIG. 3 , the area where the hospital is to be located may be classified as an area in an administrative district. For example, the region may be set to county, district, city, and the like.

The first hospital is a hospital located in a corresponding region, and may mean all hospitals included on the map in FIG. 3 .

The second hospital is a hospital that operates the same type of treatment as the user's type of treatment, and may be a hospital indicated in a different color in FIG. 3 . Accordingly, the second hospital may be both the second hospital and the first hospital.

4 is a diagram illustrating a process of generating a second recommended medical device list according to an embodiment of the present invention.

Referring to FIG. 4 , the processor 110 determines the number of people that the desired medical device in the first recommended medical device list and the medical devices included in the selected medical device list can handle during a predetermined unit period. The number of people allocated can be calculated.

This is to exclude unnecessary medical devices when judged based on external environment information among the medical devices included in the desired medical device and the selected medical device list, since essential medical devices do not need to be excluded.

At this time, the number of allocated persons relates to the number of persons that the corresponding medical device can accommodate in a certain period of time, and is based on the average number of persons using the corresponding medical device during the unit period in the first hospital having the corresponding medical device. can be calculated as

At this time, the unit period may be arbitrarily set by the operator of the present invention, and may be set to 1 month, 3 months, 6 months, and the like.

At this time, the average number of people using the medical device can be extracted based on statistical data disclosed in the health care big data open system ( https://opendata.hira.or.kr/home.do ).

In addition, the processor 110 may calculate the actual number of users for the desired medical device and the medical device included in the selected medical device list based on the external environment information.

At this time, the number of actual users is related to the number of people who will actually use the medical device, different from the number of people allocated, when the medical device is installed in the hospital based on the external environment information. Even if the number of people allocated is high, there are already many If a hospital is located and the hospital has a lot of corresponding medical devices, the number of people who actually use them decreases, so the need to purchase them is somewhat lower.

In more detail, the actual number of users is the area where the hospital is located, the number of population in the area, the number of third hospitals that have the corresponding medical device among the first hospitals, and the corresponding medical device in the corresponding area. It can be calculated based on the average incidence of the disease using .

At this time, the population of the region, the number of hospitals, and the average incidence of disease are the demographic data ( https://jumin.mois.go.kr/ ) and the public health and medical big data open system ( https: //opendata.hira.or.kr/home.do ).

Looking in more detail, the actual number of users can be calculated by Equation 1 below.

[Equation 1]

At this time, NoAU (Number of Actual Users) means the actual number of users, NoH_1 (Number of Hospital_1) means the number of the third hospital, P (Population) means the number of population in the corresponding region, DI (Disease Incidence) means the average incidence rate of the disease using the corresponding medical device in the corresponding region, BP (Base Period) means the base period on which the average incidence rate is based, and UP (Unit Period) It may mean the unit period.

For example, if the population of the corresponding region is 1 million, the number of the third hospital is 4, the reference period and the average incidence rate are 0.6% in 12 months, and the unit period is 1 month, the actual use The number of people can be calculated as 100.

At this time, the processor 110 excludes medical devices whose number of allocated persons exceeds the actual number of users in the first recommended medical device list, and retains medical devices whose number of allocated persons is less than or equal to the actual number of users. A second recommended medical device list may be created.

For example, a medical device with an actual number of users of 100 and an allotted number of people of 150 is likely to be excluded because it is highly unlikely to be used sufficiently, and a medical device with an allotted number of people of 50 is likely to be sufficiently used, so it can be left behind. there is.

Through this, it is possible to generate a list of recommended medical devices in which internal environment information and external environment information are reflected.

5 is a flowchart of a method for providing a medical device proposal service based on internal environment information and external environment information according to an embodiment of the present invention.

Referring to FIG. 5 , a method for providing a medical device suggestion service based on internal environment information and external environment information according to an embodiment of the present invention provides information about medical device recommendation from a user terminal 200 of a user who wants to receive a medical device recommendation. User's internal environment information may be received (S101).

In addition, the method for providing a medical device proposal service based on internal environment information and external environment information according to an embodiment of the present invention may generate a first recommended medical device list based on the internal environment information (S103).

In addition, a method for providing a medical device proposal service based on internal environment information and external environment information according to an embodiment of the present invention is based on external environment information of a hospital in which the medical device is to be installed, in the first recommended medical device list. 2 A list of recommended medical devices may be created (S105).

In addition, the method for providing a medical device proposal service based on internal environment information and external environment information according to an embodiment of the present invention may transmit the second recommended medical device list to the user terminal 200 (S107).

In addition, a method for providing a medical device proposal service based on internal environment information and external environment information according to an embodiment of the present invention is an apparatus for providing a medical device proposal service based on internal environment information and external environment information disclosed in FIGS. 1 to 4 It can be configured in the same way as

In order to achieve the above object, an electronic device according to an embodiment of the present invention includes a memory and a processor connected to the memory, and the processor is a user terminal of a user who wants to receive a medical device recommendation. receiving user's internal environment information for medical device recommendation from the user, generating a first recommended medical device list based on the internal environment information, and generating the first recommended medical device list based on external environment information of a hospital where the medical device is to be installed. A second recommended medical device list may be generated from the medical device list, and the second recommended medical device list may be transmitted to the user terminal.

At this time, the internal environment information may include information about the location of the hospital to be operated by the user, the type of treatment, the scale of the hospital, the facility budget, and desired medical devices.

At this time, the external environment information may include information on the area where the hospital is located, the number of first hospitals located in the area, the number of second hospitals operating in the same medical category, and the number of population in the area. there is.

At this time, the processor generates a medical device possessed in excess of a predetermined first threshold ratio among all of the second hospital as an essential medical device list based on information on all medical devices possessed by the second hospital. and calculating a first remaining budget excluding the price of medical devices included in the essential medical device list from the facility budget, and calculating a second remaining budget excluding the price of the desired medical device from the first remaining budget, When the second remaining budget is less than or equal to the predetermined minimum medical device price standard, the first recommended medical device list is generated based on the essential medical device list and the desired medical device, and the second remaining budget is equal to or less than the minimum medical device price standard. If the price standard is exceeded, a predetermined lower than the first threshold ratio among all the second hospitals for the remaining medical devices except for the medical devices included in the essential medical device list and the desired medical devices in the total medical devices Medical devices possessed in excess of a second threshold ratio may be created as a selected medical device list, and the first recommended medical device list may be created based on the essential medical device list, the selected medical device list, and the desired medical device. .

At this time, the processor calculates the allocated number of people corresponding to the number of people that can be treated during a predetermined unit period by the medical device included in the desired medical device and the selected medical device list in the first recommended medical device list; Based on the external environment information, the actual number of users for the medical device included in the desired medical device and the selected medical device list is calculated, and the allocated number of people in the first recommended medical device list exceeds the actual number of users Excluding medical devices, the second recommended medical device list may be generated by leaving medical devices whose number of allocated persons is less than or equal to the actual number of users.

In this case, the number of allocated persons may be calculated based on the average number of persons using the corresponding medical device during the unit period in the first hospital having the corresponding medical device.

At this time, the actual number of users is the area where the hospital is located, the number of population in the area, the number of third hospitals that have the corresponding medical device among the first hospitals, and the use of the corresponding medical device in the corresponding area. It can be calculated based on the average incidence of the disease.

Electronic devices according to various embodiments of the present document include, for example, a smart phone, a tablet PC, a mobile phone, a video phone, an e-book reader, a desktop PC, a laptop PC, a netbook computer, a workstation, a server, a PDA, and a PMP. It may include at least one of a portable multimedia player, an MP3 player, a medical device, a camera, or a wearable device. A wearable device may be in the form of an accessory (e.g. watch, ring, bracelet, anklet, necklace, eyeglasses, contact lens, or head-mounted-device (HMD)), integrated into textiles or clothing (e.g. electronic garment); In some embodiments, the electronic device may include, for example, a television, a digital video disk (DVD) player, Audio, refrigerator, air conditioner, vacuum cleaner, oven, microwave, washing machine, air purifier, set top box, home automation control panel, security control panel, media box (e.g. Samsung HomeSync ^TM , Apple TV ^TM , or Google TV ^TM ) , a game console (eg, Xbox ^TM , PlayStation ^TM ), an electronic dictionary, an electronic key, a camcorder, or an electronic picture frame.

In another embodiment, the electronic device may include various types of medical devices (e.g., various portable medical measuring devices (such as blood glucose meter, heart rate monitor, blood pressure monitor, or body temperature monitor), magnetic resonance angiography (MRA), magnetic resonance imaging (MRI), CT (computed tomography), imager, or ultrasonicator, etc.), navigation device, global navigation satellite system (GNSS), EDR (event data recorder), FDR (flight data recorder), automobile infotainment device, marine electronic equipment (e.g. navigation devices for ships, gyrocompasses, etc.), avionics, security devices, head units for vehicles, industrial or home robots, drones, ATMs in financial institutions, point of sale (POS) in stores of sales), or IoT devices (eg, light bulbs, various sensors, sprinkler devices, fire alarms, thermostats, street lights, toasters, exercise equipment, hot water tanks, heaters, boilers, etc.). According to some embodiments, the electronic device may be a piece of furniture, a building/structure or a vehicle, an electronic board, an electronic signature receiving device, a projector, or various measuring devices (eg, water, electricity, gas, radio wave measuring device, etc.). In various embodiments, the electronic device may be flexible or a combination of two or more of the various devices described above. An electronic device according to an embodiment of the present document is not limited to the aforementioned devices. In this document, the term user may refer to a person using an electronic device or a device using an electronic device (eg, an artificial intelligence electronic device).

Also, the electronic device may include a bus, a processor, a memory, an input/output interface, a display, and a communication interface. In some embodiments, the electronic device may omit at least one of the components or may additionally include other components. A bus may include circuitry that connects components together and carries communications (eg, control messages or data) between components. The processor may include one or more of a central processing unit, an application processor, or a communication processor (Communication Processor (CP)). The processor may, for example, execute calculations or data processing related to control and/or communication of at least one other element of the electronic device.

Memory may include volatile and/or non-volatile memory. The memory may store, for example, commands or data related to at least one other component of the electronic device. According to one embodiment, the memory may store software and/or programs. Programs may include, for example, kernels, middleware, application programming interfaces (APIs), and/or application programs (or "applications"). At least part of a kernel, middleware, or API may be referred to as an operating system. The kernel, for example, controls or controls system resources (eg, a bus, processor, or memory, etc.) used to execute operations or functions implemented in other programs (eg, middleware, APIs, or application programs). can manage Also, the kernel may provide an interface capable of controlling or managing system resources by accessing individual components of the electronic device in middleware, API, or application programs.

Middleware, for example, may perform an intermediary role so that an API or an application program communicates with a kernel to exchange data. Also, the middleware may process one or more task requests received from the application program according to priority. For example, the middleware may assign a priority for using system resources (eg, a bus, processor, memory, etc.) of the electronic device to at least one of the application programs and process the one or more task requests. An API is an interface for an application to control functions provided by the kernel or middleware, and includes at least one interface or function (eg, command) for file control, window control, image processing, or text control, for example. can do. The input/output interface transfers, for example, commands or data input from a user or other external device to other component(s) of the electronic device, or commands or data received from other component(s) of the electronic device. It can be output to users or other external devices.

The display may include, for example, a liquid crystal display (LCD), a light emitting diode (LED) display, an organic light emitting diode (OLED) display, or a microelectromechanical system (MEMS) display, or an electronic paper display. there is. The display may display, for example, various contents (eg, text, image, video, icon, and/or symbol) to the user. The display may include a touch screen, and may receive, for example, a touch, gesture, proximity, or hovering input using an electronic pen or a part of the user's body. The communication interface may establish communication between the electronic device and an external device (eg, a first external electronic device, a second external electronic device, or a server). For example, the communication interface may be connected to a network through wireless communication or wired communication to communicate with an external device (eg, a second external electronic device or server).

Wireless communication includes, for example, LTE, LTE Advance (LTE-A), code division multiple access (CDMA), wideband CDMA (WCDMA), universal mobile telecommunications system (UMTS), wireless broadband (WiBro), or global System for Mobile Communications) may include cellular communication using at least one of the like. According to one embodiment, wireless communication, for example, WiFi (wireless fidelity), Bluetooth, Bluetooth Low Energy (BLE), Zigbee, near field communication (NFC), magnetic secure transmission (Magnetic Secure Transmission), radio It may include at least one of a frequency (RF) and a body area network (BAN). According to one embodiment, wireless communication may include GNSS. The GNSS may be, for example, a Global Positioning System (GPS), a Global Navigation Satellite System (Glonass), a Beidou Navigation Satellite System (hereinafter “Beidou”) or Galileo, the European global satellite-based navigation system. Hereinafter, in this document, "GPS" may be used interchangeably with "GNSS". Wired communication may include, for example, at least one of universal serial bus (USB), high definition multimedia interface (HDMI), recommended standard 232 (RS-232), power line communication, or plain old telephone service (POTS). there is. The network may include at least one of a telecommunications network, for example, a computer network (eg, LAN or WAN), the Internet, or a telephone network.

Each of the first and second external electronic devices may be the same or different type of the electronic device. According to various embodiments, all or part of operations executed in an electronic device may be executed in one or more electronic devices (eg, an electronic device or a server). According to an embodiment, an electronic device may perform certain functions or services. When it is necessary to automatically or upon request, the electronic device may request at least some functions related to it from another device (eg, an electronic device or a server) instead of or in addition to executing the function or service by itself. Another electronic device (eg, an electronic device or a server) may execute the requested function or additional function and deliver the result to the electronic device, which may process the received result as it is or additionally, and perform the requested function For this purpose, for example, cloud computing, distributed computing, or client-server computing technology may be used.

Electronic devices include one or more processors (eg, APs), communication modules, (subscriber identification modules, memory, sensor modules, input devices, displays, interfaces, audio modules, camera modules, power management modules, batteries, indicators, and motors). The processor may, for example, drive an operating system or an application program to control a plurality of hardware or software components connected to the processor, and may perform various data processing and calculations. For example, it may be implemented as a system on chip (SoC). According to one embodiment, the processor may further include a graphic processing unit (GPU) and/or an image signal processor. The processor may include other components (eg : A command or data received from at least one of the non-volatile memory) may be loaded into the volatile memory, processed, and resultant data may be stored in the non-volatile memory.

It may have the same or similar configuration as the communication module (eg, communication interface). The communication module may include, for example, a cellular module, a WiFi module, a Bluetooth module, a GNSS module, an NFC module, and an RF module. The cellular module may provide, for example, a voice call, a video call, a text service, or an Internet service through a communication network. According to one embodiment, the cellular module may perform identification and authentication of an electronic device within a communication network using a subscriber identification module (eg, a SIM card). According to one embodiment, the cellular module may perform at least some of the functions that a processor can provide. According to one embodiment, the cellular module may include a communication processor (CP). According to some embodiments, at least some (eg, two or more) of the cellular module, WiFi module, Bluetooth module, GNSS module, or NFC module may be included in one integrated chip (IC) or IC package. The RF module may transmit and receive communication signals (eg, RF signals), for example. The RF module may include, for example, a transceiver, a power amp module (PAM), a frequency filter, a low noise amplifier (LNA), or an antenna. According to another embodiment, at least one of a cellular module, a WiFi module, a Bluetooth module, a GNSS module, or an NFC module may transmit and receive an RF signal through a separate RF module. The subscriber identification module may include, for example, a card or an embedded SIM including the subscriber identification module, and may include unique identification information (eg, integrated circuit card identifier (ICCID)) or subscriber information (eg, international mobile terminal (IMSI)). subscriber identity)).

The memory (eg, memory) may include, for example, a built-in memory or an external memory. Built-in memory includes, for example, volatile memory (e.g. DRAM, SRAM, or SDRAM, etc.), non-volatile memory (e.g. one time programmable ROM (OTPROM), PROM, EPROM, EEPROM, mask ROM, flash ROM, flash memory) , hard drive, or solid state drive (SSD) external memory may include a flash drive (flash drive), for example, CF (compact flash), SD (secure digital), Micro-SD, It may include a Mini-SD, extreme digital (xD), multi-media card (MMC), memory stick, etc. The external memory may be functionally or physically connected to an electronic device through various interfaces.

The sensor module may, for example, measure a physical quantity or detect an operating state of an electronic device, and convert the measured or sensed information into an electrical signal. The sensor module may include, for example, a gesture sensor, a gyro sensor, an air pressure sensor, a magnetic sensor, an acceleration sensor, a grip sensor, a proximity sensor, a color sensor (eg, a red, green, blue (RGB) sensor), and a biosensor. , a temperature/humidity sensor, an illuminance sensor, or an ultra violet (UV) sensor. Additionally or alternatively, the sensor module may include, for example, an e-nose sensor, an electromyography (EMG) sensor, an electroencephalogram (EEG) sensor, an electrocardiogram (ECG) sensor, an infrared (IR) sensor, ) sensor, an iris sensor and/or a fingerprint sensor. The sensor module may further include a control circuit for controlling one or more sensors included therein. In some embodiments, the electronic device may further include a processor configured to control the sensor module, either as part of the processor or separately, to control the sensor module while the processor is in a sleep state.

The input device may include, for example, a touch panel, a (digital) pen sensor, a key, or an ultrasonic input device. The touch panel may use at least one of, for example, a capacitive type, a pressure-sensitive type, an infrared type, or an ultrasonic type. Also, the touch panel may further include a control circuit. The touch panel may further include a tactile layer to provide a tactile response to the user. The (digital) pen sensor may be, for example, a part of the touch panel or may include a separate recognition sheet. Keys may include, for example, hardware buttons, optical keys, or keypads. The ultrasonic input device may detect ultrasonic waves generated by an input tool through a microphone and check data corresponding to the detected ultrasonic waves.

The display may include a panel, a hologram device, a projector, and/or control circuitry for controlling them. The panel may be implemented to be flexible, transparent, or wearable, for example. The panel may be composed of a touch panel and one or more modules. According to one embodiment, the panel may include a pressure sensor (or force sensor) capable of measuring the strength of a user's touch. The pressure sensor may be implemented integrally with the touch panel, or may be implemented as one or more sensors separate from the touch panel. A hologram device can show a 3D image in the air by using the interference of light. The projector may display an image by projecting light onto a screen. The screen may be located inside or outside the electronic device, for example. The interface may include, for example, HDMI, USB, optical interface, or D-subminiature (D-subminiature) 278 . Additionally or alternatively, the interface may include, for example, a mobile high-definition link (MHL) interface, an SD card/multi-media card (MMC) interface, or an infrared data association (IrDA) standard interface.

The audio module can, for example, convert a sound and an electrical signal in both directions. The audio module may process sound information input or output through, for example, a speaker, receiver, earphone, or microphone. A camera module is, for example, a device capable of capturing still images and moving images, and according to one embodiment, one or more image sensors (eg, a front sensor or a rear sensor), a lens, an image signal processor (ISP), or a flash (e.g. LED or xenon lamp, etc.) The power management module may manage power of the electronic device, for example. According to one embodiment, the power management module may include a power management integrated circuit (PMIC), a charging IC, or a battery or fuel gauge. A PMIC may have a wired and/or wireless charging method. The wireless charging method includes, for example, a magnetic resonance method, a magnetic induction method, or an electromagnetic wave method, and may further include an additional circuit for wireless charging, for example, a coil loop, a resonance circuit, or a rectifier. there is. The battery gauge may measure, for example, remaining capacity of the battery, voltage, current, or temperature during charging. Batteries may include, for example, rechargeable cells and/or solar cells.

The indicator may indicate a specific state of the electronic device or a part thereof (eg, a processor), for example, a booting state, a message state, or a charging state. The motor may convert electrical signals into mechanical vibrations and generate vibrations or haptic effects. The electronic device is, for example, a mobile TV support device (eg, GPU) capable of processing media data according to standards such as digital multimedia broadcasting (DMB), digital video broadcasting (DVB), or mediaFlo ^TM . can include Each of the components described in this document may be composed of one or more components, and the name of the corresponding component may vary depending on the type of electronic device. In various embodiments, an electronic device (eg, an electronic device) is configured as a single entity by omitting some components, further including additional components, or combining some of the components, but The functions of the components may be performed identically.

In various embodiments of the present disclosure, an electronic device (or electronic device) may include a housing including a front side, a rear side, and a side surface surrounding a space between the front side and the back side. A touch screen display (eg, display) is disposed within the housing and may be exposed through the front surface. A microphone is disposed within the housing and may be exposed through a portion of the housing. At least one speaker is disposed within the housing and may be exposed through another part of the housing. A hardware button (eg key) may be placed on another part of the housing or set to display on the touchscreen display. A wireless communication circuit (eg, a communication module) may be located within the housing. The processor (or processor) may be located in the housing and electrically connected to the touch screen display, the microphone, the speaker, and the wireless communication circuit. The memory (or memory) may be located in the housing and electrically connected to the processor.

In various embodiments of the present invention, the memory is set to store a first application program including a first user interface for receiving text input, and the memory, when executed, causes the processor to perform the first operation and instructions that cause a second operation to be performed, wherein the first operation receives a first type of user input through the button while the first user interface is not displayed on the touch screen display; , after receiving the first type of user input, receiving a first user utterance through the microphone, and to an external server including an automatic speech recognition (ASR) and intelligence system; At least one method for providing first data for a first user utterance and, after providing the first data, performing a task generated by the intelligent system in response to the first user utterance from the external server. A command is received, and the second operation is performed after receiving the first user input through the button while the first user interface is displayed on the touch screen display and receiving the first type of user input. In this case, after receiving the second user speech through the microphone, providing second data for the second user speech to the external server, and providing the second data, from the server, the second user Data on text generated by the automatic speech recognition from utterances may be received, but the text may be input to the first user interface without receiving a command generated by the intelligent system.

In various embodiments of the present invention, the button may include a physical key located on the side of the housing.

In various embodiments of the present invention, the first type of user input is after pressing the button once, pressing the button twice, pressing the button three times, or pressing the button once. It can be either a held press, or a two-time press and hold press on the button.

In various embodiments of the present disclosure, the instructions may further cause the processor to display the first user interface along with a virtual keyboard. The button may not be part of the virtual keyboard.

In various embodiments of the invention, the instructions may further cause the processor to receive, from the external server, data for text generated by ASR from the first user utterance within the first action. there is.

In various embodiments of the present disclosure, the first application program may include at least one of a note application program, an e-mail application program, a web browser application program, or a calendar application program.

In various embodiments of the present invention, the first application program includes a message application, and the instructions are automatically executed through the wireless communication circuitry when a selected time period is exceeded after the processor inputs the text. It can further cause the inputted text to be transmitted.

In various embodiments of the present invention, the instructions further cause the processor to perform a third operation, wherein the third operation is performed by pressing the button while displaying the first user interface on the touchscreen display. After receiving the second type of user input, a third user speech is received through the microphone, and a third user speech response to the third user speech is received by the external server. After providing data and providing the third data, at least one command for performing a task generated by the intelligent system in response to the third user's utterance may be received from the external server.

In various embodiments of the present disclosure, the instructions further cause the processor to perform a fourth operation, wherein the fourth operation is performed while the first user interface is not displayed on the touch screen display. The second type of user input is received through a button, and after receiving the second type of user input, a fourth user speech is received through the microphone, and fourth data for the fourth user speech is received. Provided to the external server, and after providing the fourth data, in response to the fourth user utterance, receiving at least one command for performing a task generated by the intelligent system from the external server; Receiving a fifth user speech through the microphone, providing fifth data for the fifth user speech to the external server, and after providing the fifth data, in response to the fifth user speech At least one command for performing a task generated by the intelligent system may be received from the external server.

In various embodiments of the present invention, the first type of user input and the second type of user input are different, and include pressing the button once, pressing the button twice, and pressing the button three times. , Pressing and maintaining the button after pressing the button once, or pressing and maintaining the button twice and maintaining the button may be selected.

In various embodiments of the present invention, the memory is further configured to store a second application program including a second user interface for receiving text input, and the instructions, when executed, cause the processor to: further cause an operation to be performed, wherein the third operation receives a user input of the first type through the button while displaying the second user interface; After the first type of user input is received, a third user's speech is received through the microphone, third data for the third user's speech is provided to the external server, and the third data is provided. After receiving the data for the text generated by the ASR from the third user utterance from the external server, without receiving the command generated by the intelligent system, the text is displayed in the second user interface. and automatically transmits the entered text via the wireless communication circuitry upon entering the text and exceeding a selected period of time.

In various embodiments of the present invention, the memory is set to store a first application program including a first user interface for receiving text input, and the memory, when executed, causes the processor to perform the first operation and instructions that cause the second operation to be performed, the first operation comprising: receiving a first type of user input through the button, receiving a first user utterance through the microphone after receiving the first type of user input, automatic speech recognition (ASR), and An external server comprising an intelligence system to provide first data for the first user utterance, and after providing the first data, to the intelligence system in response to the first user utterance Receive from the external server at least one command for performing a task created by The second operation may include receiving a second type of user input through the button, receiving a second user utterance through the microphone after receiving the second type of user input, and sending the external server to the external server. providing second data for a second user's utterance, and receiving, from the server, data on text generated by ASR from the second user's utterance after providing the second data, to the intelligent system The command generated by the user is not received, and the text can be input to the first user interface.

In various embodiments of the present disclosure, the instructions may further cause the processor to display the first user interface along with a virtual keyboard, and the buttons may not be part of the virtual keyboard.

In various embodiments of the invention, the instructions may further cause the processor to receive data for text generated by the ASR from the first user utterance within the first action from the external server. .

In various embodiments of the present disclosure, the first application program may include at least one of a note application program, an e-mail application program, a web browser application program, or a calendar application program.

In various embodiments of the present invention, the first application program includes a message application, and the instructions are automatically executed through the wireless communication circuitry when a selected time period is exceeded after the processor inputs the text. It can further cause the inputted text to be transmitted.

In various embodiments of the present invention, the instructions may further cause the processor to perform the first operation independently of display on the display of the first user interface.

In various embodiments of the present disclosure, the instructions further cause the processor to perform the second operation when at least one of the electronic device is locked or the touchscreen display is turned off. can do.

In various embodiments of the present disclosure, the instructions may further cause the processor to perform the second operation while displaying the first user interface on the touch screen display.

In various embodiments of the present invention, the memory, when executed, allows the processor to receive user utterances through the microphone, perform automatic speech recognition (ASR) or natural language understanding (NLU) To an external server that performs at least one of the following: Transmits, along with data on the user's speech, information associated with whether or not to perform the natural language understanding on text obtained by performing the ASR on the data on the user's speech; and , if the information indicates not to perform the natural language understanding, receive the text for data on the user utterance from the external server, and if the information indicates that the natural language understanding is not to be performed, the text from the external server It is possible to store an instruction that causes to receive a command obtained as a result of performing the natural language understanding for .

According to one embodiment, a program module (eg, program) may include an operating system that controls resources related to an electronic device (eg, the electronic device) and/or various applications (eg, application programs) running on the operating system. there is. The operating system may include, for example, Android ^TM , iOS ^TM , Windows ^TM , Symbian ^TM , Tizen ^TM , or Bada ^TM . The program module may include a kernel (eg, kernel), middleware (eg, middleware), (API (eg, API), and/or an application (eg, application program). At least a portion of the program modules may be configured on an electronic device). It can be preloaded on or downloaded from an external electronic device (eg, electronic device, server, etc.).

The kernel may include, for example, system resource managers and/or device drivers. A system resource manager can control, allocate, or reclaim system resources. According to one embodiment, the system resource manager may include a process management unit, a memory management unit, or a file system management unit. The device driver may include, for example, a display driver, a camera driver, a Bluetooth driver, a shared memory driver, a USB driver, a keypad driver, a WiFi driver, an audio driver, or an inter-process communication (IPC) driver. Middleware, for example, may provide functions commonly required by applications or provide various functions to applications through an API so that applications can use limited system resources inside the electronic device. According to one embodiment, the middleware is a runtime library, application manager, window manager, multimedia manager, resource manager, power manager, database manager, package manager, connectivity manager, notification manager, location manager, graphics manager, or security manager. may contain at least one.

A runtime library may include, for example, a library module used by a compiler to add new functions through a programming language while an application is running. A runtime library can perform I/O management, memory management, or processing of arithmetic functions. The application manager may manage the life cycle of the application, for example. A window manager can manage GUI resources used in a screen. The multimedia manager can identify a format required for reproducing media files, and encode or decode the media file using a codec suitable for the format. A resource manager can manage an application's source code or memory space. The power manager may manage, for example, battery capacity or power, and provide power information necessary for the operation of the electronic device. According to one embodiment, the power manager may interoperate with a basic input/output system (BIOS). A database manager can create, search, or change a database to be used in an application, for example. The package manager may manage installation or update of applications distributed in the form of package files.

A connectivity manager can manage wireless connections, for example. The notification manager may provide a user with an event such as an arrival message, an appointment, or proximity notification. The location manager may manage location information of the electronic device, for example. The graphic manager may manage, for example, a graphic effect to be provided to a user or a user interface related thereto. A security manager may provide system security or user authentication, for example. According to one embodiment, middleware may include a telephony manager for managing voice or video call functions of an electronic device or a middleware module capable of forming a combination of functions of the aforementioned components. According to one embodiment, middleware may provide modules specialized for each type of operating system. Middleware can dynamically delete some existing components or add new components. The API is, for example, a set of API programming functions, and may be provided in different configurations depending on the operating system. For example, in the case of Android or iOS, one API set can be provided for each platform, and in the case of Tizen, two or more API sets can be provided for each platform.

Applications include, for example, home, dialer, SMS/MMS, IM (instant message), browser, camera, alarm, contact, voice dial, email, calendar, media player, album, watch, health care (eg exercise or measurement of blood sugar, etc.), or environmental information (eg, atmospheric pressure, humidity, or temperature information) providing applications. According to one embodiment, the application may include an information exchange application capable of supporting information exchange between an electronic device and an external electronic device. The information exchange application may include, for example, a notification relay application for delivering specific information to an external electronic device or a device management application for managing an external electronic device. For example, a notification delivery application may transfer notification information generated by another application of an electronic device to an external electronic device or may receive notification information from an external electronic device and provide the notification information to a user. The device management application is, for example, a function of an external electronic device communicating with the electronic device (eg, turn-on/turn-off of the external electronic device itself (or some component parts) or display brightness (or resolution)). adjustment), or an application operating in an external electronic device may be installed, deleted, or updated. According to one embodiment, the application may include an application (eg, a health management application of a mobile medical device) designated according to the properties of an external electronic device. According to one embodiment, the application may include an application received from an external electronic device. At least some of the program modules may be implemented (eg, executed) in software, firmware, hardware (eg, a processor), or a combination of at least two of them, and may be implemented as modules, programs, routines, or instruction sets for performing one or more functions. or process.

The embodiments described above may be implemented as hardware components, software components, and/or a combination of hardware components and software components. For example, the devices, methods, and components described in the embodiments may include, for example, a processor, a controller, an arithmetic logic unit (ALU), a digital signal processor, a microcomputer, a field programmable gate (FPGA). array), programmable logic units (PLUs), microprocessors, or any other device capable of executing and responding to instructions. A processing device may run an operating system (OS) and one or more software applications running on the operating system. A processing device may also access, store, manipulate, process, and generate data in response to execution of software. For convenience of understanding, there are cases in which one processing device is used, but those skilled in the art will understand that the processing device includes a plurality of processing elements and/or a plurality of types of processing elements. It can be seen that it can include. For example, a processing device may include a plurality of processors or a processor and a controller. Other processing configurations are also possible, such as parallel processors.

The method according to the embodiment may be implemented in the form of program instructions that can be executed through various computer means and recorded on a computer readable medium. The computer readable medium may include program instructions, data files, data structures, etc. alone or in combination. Program commands recorded on the medium may be specially designed and configured for the embodiment or may be known and usable to those skilled in computer software. Examples of computer-readable recording media include magnetic media such as hard disks, floppy disks and magnetic tapes, optical media such as CD-ROMs and DVDs, and magnetic media such as floptical disks. - includes hardware devices specially configured to store and execute program instructions, such as magneto-optical media, and ROM, RAM, flash memory, and the like. Examples of program instructions include high-level language codes that can be executed by a computer using an interpreter, as well as machine language codes such as those produced by a compiler. The hardware devices described above may be configured to operate as one or more software modules to perform the operations of the embodiments, and vice versa.

Software may include a computer program, code, instructions, or a combination of one or more of the foregoing, which configures a processing device to operate as desired or processes independently or collectively. The device can be commanded. Software and/or data may be any tangible machine, component, physical device, virtual equipment, computer storage medium or device, intended to be interpreted by or provide instructions or data to a processing device. , or may be permanently or temporarily embodied in a transmitted signal wave. Software may be distributed on networked computer systems and stored or executed in a distributed manner. Software and data may be stored on one or more computer readable media.

As described above, although the embodiments have been described with limited drawings, those skilled in the art can apply various technical modifications and variations based on the above. For example, the described techniques may be performed in an order different from the method described, and/or components of the described system, structure, device, circuit, etc. may be combined or combined in a different form than the method described, or other components may be used. Or even if it is replaced or substituted by equivalents, appropriate results can be achieved.

Therefore, other implementations, other embodiments, and equivalents of the claims are within the scope of the following claims.

Claims (10)

In electronic devices,
memory; and a processor connected to the memory; including,
The processor:
Receiving internal environment information of a user for medical device recommendation from a user terminal of a user who wants to receive a medical device recommendation;
Creating a first recommended medical device list based on the internal environment information;
generating a second recommended medical device list from the first recommended medical device list based on external environment information of a hospital where the medical device is to be installed;
The electronic device characterized in that for transmitting the second recommended medical device list to the user terminal.
The method of claim 1,
The internal environment information,
Including information about the location of the hospital to be operated by the user, the type of treatment, the size of the hospital, the facility budget, and desired medical devices,
The external environment information,
The electronic device characterized in that it includes information about the area where the hospital is located, the number of first hospitals located in the corresponding area, the number of second hospitals operating the same type of treatment, and the number of population in the corresponding area.
The method of claim 2,
the processor,
Based on the information on all medical devices possessed by the second hospital, medical devices possessed in excess of a predetermined first critical ratio among all of the second hospital are generated as an essential medical device list,
Calculating a first remaining budget excluding the price of medical devices included in the essential medical device list from the facility budget;
Calculate a second remaining budget excluding the price of the desired medical device from the first remaining budget;
When the second remaining budget is less than or equal to a predetermined minimum medical device price standard, generating the first recommended medical device list based on the essential medical device list and the desired medical device;
If the second remaining budget exceeds the minimum medical device price standard, all of the medical devices of the second hospital excluding the medical devices included in the list of essential medical devices and the desired medical devices among all medical devices Among them, a medical device possessed in excess of a predetermined second critical ratio lower than the first critical ratio is generated as a selected medical device list, and based on the essential medical device list, the selected medical device list, and the desired medical device, An electronic device characterized by generating a first recommended medical device list.
The method of claim 3,
the processor,
In the first recommended medical device list, the desired medical device and the medical devices included in the selected medical device list calculate the allocated number of people corresponding to the number of people that can be treated during a predetermined unit period;
Based on the external environment information, the actual number of users for the medical device included in the desired medical device and the selected medical device list is calculated,
Generating the second recommended medical device list by excluding medical devices whose number of allocated persons exceeds the actual number of users in the first recommended medical device list and leaving medical devices whose number of allocated persons is less than or equal to the actual number of users. characterized by an electronic device.
The method of claim 4,
The number of allocated persons is,
The electronic device characterized in that the calculation is based on the average number of people who used the corresponding medical device during the unit period in the first hospital having the corresponding medical device.
The method of claim 5,
The actual number of users is
Calculated based on the area where the hospital is located, the number of population in the area, the number of third hospitals that have the corresponding medical device among the first hospitals, and the average incidence rate of the disease using the corresponding medical device in the corresponding area Characterized in that, the electronic device.
The method of claim 6,
The actual number of users is
Calculated by the equation below,

NoAU (Number of Actual Users) means the actual number of users, NoH_1 (Number of Hospital_1) means the number of the third hospital, P (Population) means the number of population in the corresponding region, DI (Disease Incidence) means the average incidence rate of the disease using the corresponding medical device in the corresponding region, BP (Base Period) means the base period on which the average incidence rate is based, and UP (Unit Period) is the unit period An electronic device, characterized in that means.
In the operating method of the electronic device,
The electronic device:
receiving internal environment information of a user for medical device recommendation from a user terminal of a user who wants to receive a medical device recommendation;
generating a first recommended medical device list based on the internal environment information;
generating a second recommended medical device list from the first recommended medical device list based on external environment information of a hospital where the medical device is to be installed; and
transmitting the second recommended medical device list to the user terminal; Including, operating method.
A computer-readable recording medium recording a program for executing the operation method according to claim 8.
A program recorded on a computer-readable recording medium to execute the operation method according to claim 8.

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