KR102405883B1 - Nursing Home AI Automatic Control System - Google Patents

Abstract

The nursing home artificial intelligence automatic control system of the present invention detects that it is an abnormal event when the patient shows an abnormal behavioral state that deviates from the normal behavioral pattern, and transmits it to the nursing care provider, patient guardian, and the central control center for immediate response It aims to provide an automatic control system using artificial intelligence technology.
Accordingly, the artificial intelligence automatic control system according to an embodiment of the present invention includes: a wearable device worn on a patient's body to check a location and health status; A plurality of wireless communication devices arranged at regular intervals in the building and in the nearby monitoring area; Imaging devices installed in a number of inside buildings and in nearby monitoring areas to acquire patient behavior information; Based on the image transmitted by the imaging device in real time, it is determined whether an abnormal event occurs when a behavior pattern different from the normal behavior pattern is set, and the abnormality is determined by interworking with a wearable device and a wireless communication device to distinguish a patient and obtain location information. an event analysis device for transmitting an event, patient identification information, and location information to a user group and a management server; Abnormal event information is automatically stored separately in the database and notified to the user group including the caregiver, the waiting room for the caregiver, and the patient's guardian so that an immediate response can be made, and control so that the social worker and health officer in charge can read the event information later a management server that comprehensively manages the system; and a local area network for communicatively connecting the wearable device, the wireless communication device, the imaging device, and the event analysis device, wherein the imaging device includes a plurality of three-dimensional camera sensors for detecting abnormal events of the patient in the monitoring area including the hospital room and corridor It is characterized in that it further includes to automatically save the situation when an event occurs, but to record the movement in a form in which only the outline is displayed to protect the privacy of the resident and the caregiver.

Description

Nursing Home AI Automatic Control System

The present invention relates to an artificial intelligence automatic control system for nursing homes. When a patient shows an abnormal behavioral state that deviates from a normal behavioral pattern, it detects an abnormal event and sends it to the nursing care provider, patient guardian, and the central control center for immediate response. It relates to an automatic control system using artificial intelligence technology to

In more detail, in the nursing home artificial intelligence automatic control system of the present invention, a wearable device is worn on a patient, a wireless communication device including a beacon is installed at a number of locations in a nursing home, and interlocks with the wearable device, and an imaging device installed at a number of locations in a nursing home is provided. In real-time monitoring of the patient's condition, if the patient exhibits a behavioral pattern different from the usual behavior, such as bed fall, fainting, or harsh behavior, the event analysis device that acquired the image recognizes that it is an abnormal event and uses the wearable device and wireless communication device. It is an artificial intelligence control system that transmits the patient's location, behavior information, and event analysis results in real time to the caregiver, patient protector, and management server in real time so that immediate safety measures can be taken even if the caregiver is not near the patient. It is possible to immediately recognize abnormal events of the patient and take preemptive measures without having to wait at all times or observe the video monitor at all times, thereby minimizing the damage caused by accidents. It is about an automated system that not only prevents the spread of infection by automatically checking the body temperature of a person, but also controls the immediate response of the person in charge, including the guardian, with artificial intelligence when visiting the guardian.

Most of the patients admitted to the nursing home are elderly and severely ill patients who are unable to move on their own, so they need a lot of help from nurses and caregivers. Despite the need for constant care and check-up, in reality, they are not protected.

To improve this, it is impossible in reality due to the excessive demand for manpower and high labor intensity for caregivers to be assigned to each patient. The reality is that it is not enough to check the situation, so in the event of an actual accident, the response is delayed and you are faced with a great risk.

Therefore, in an emergency such as a patient falling out of bed or collapsing while moving, if a caregiver or nurse is not present, immediate response is not made, and there is a problem that there is a possibility of a major accident.

In addition, there are cases in which elderly or severely ill patients cannot resist or explain the damage to their caregivers on their own, even if the patient is harmed by the harsh actions of the nursing staff due to some unsatisfactory circumstances. Various problems are occurring in nursing homes, such as disputes between nursing homes and their guardians due to injuries caused by misunderstandings or false statements caused by mental abnormalities.

In this way, it is possible to protect the patient with a small amount of manpower, and when an emergency situation for the patient occurs, it is recognized immediately, and the nurse, guardian, and guardian can be notified to take action. There is an urgent need for a system that can be used as a service and can be helpful in resolving disputes.

Republic of Korea Patent Publication No. 10-2014-0126933

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The present invention has been created to solve the problems in the prior art in view of the various problems in the prior art, a wearable device is worn on a patient, a wireless communication device including a beacon is installed at a number of locations in a nursing home, and is interlocked with the wearable device, and in a number of locations in a nursing home When the installed imaging device monitors the patient's condition in real time, if the patient shows a behavior pattern that is different from the usual behavior, such as a bed fall, fainting, or harsh behavior, the event analysis device that acquired the image recognizes that it is an abnormal event and works with the wearable device. Artificial intelligence control that uses a wireless communication device to simultaneously transmit the patient's location, behavioral information, and event analysis results to the caregiver, patient guardian, and management server in real time so that immediate safety measures can be taken even if the caregiver is not near the patient As a system, it is possible to immediately recognize abnormal events of the patient and take preemptive measures without the need for guardians to stand by at all times or to observe the video monitor at all times, thereby minimizing the damage caused by accidents. The purpose of this system is to provide an automated system that not only prevents the spread of infection by automatically checking the temperature of the person entering and leaving, but also provides an automated system that controls the immediate response of the person in charge, including the guardian, with artificial intelligence when visiting the guardian.

The above objects and various advantages of the present invention will become more apparent from preferred embodiments of the present invention by those skilled in the art.

The present invention is to achieve the above object,

Nursing home artificial intelligence automatic control system according to an embodiment of the present invention, a wearable device worn on a patient's body to check the location and health status; A plurality of wireless communication devices arranged at regular intervals in the building and in the nearby monitoring area; Imaging devices installed in a number of inside buildings and in nearby monitoring areas to acquire patient behavior information; Based on the image transmitted by the imaging device in real time, it is determined whether an abnormal event occurs when a behavior pattern different from the normal behavior pattern is set, and the abnormality is determined by interworking with a wearable device and a wireless communication device to distinguish a patient and obtain location information. an event analysis device for transmitting an event, patient identification information, and location information to a user group and a management server; Abnormal event information is automatically stored separately in the database and notified to the user group including the caregiver, the waiting room for the caregiver, and the patient's guardian so that an immediate response can be made, and control so that the social worker and health officer in charge can read the event information later a management server that comprehensively manages the system; and a local area network for communicatively connecting the wearable device, the wireless communication device, the imaging device, and the event analysis device, wherein the imaging device includes a plurality of 3D camera sensors for detecting abnormal events of the patient in the monitoring area including the hospital room and corridor It further includes being composed of and automatically saving the situation when an event occurs, but further includes recording the movement in a form in which only the outline is displayed to protect the privacy of the resident and the caregiver.

According to an embodiment, the imaging device further includes a plurality of CCTVs that constantly monitor multiple areas in the building, a thermal camera installed at the entrance of the building to check the body temperature of an occupant, and the thermal camera is checked for high fever. The method further includes taking preemptive measures to block the interaction between the high fever visitor and the user group in the nursing home by notifying the visitor to the management server and the guardian's mobile terminal.

According to one embodiment, the imaging device further includes a face recognition device, the face recognition device is installed at the entrance of the building to photograph the face of the entrant and recognize the face of the entrant, and if the entrant is the guardian of the patient in the nursing home, care in charge It further includes a notification function to enable a preemptive response by sending it to the person in charge including the caregiver, the caregiver waiting room, and the management server.

According to one embodiment, the wearable device is interlocked with a wireless communication device, and transmits to the wireless communication device by identifying health information including the patient's heart rate and oxygen saturation and the patient's behavior information including the current location in real time, and wireless communication The device further includes transmitting the health information and behavior information to the management server and storing the data in a database.

According to one embodiment, the management server stores the patient's history information as a database, and the history information includes the current status and changes of the previous residence nursing home, special matters during nursing life, accident history, medications, etc., and when the patient is transported It further includes automatic delivery.

The details of other embodiments are included in the detailed description and drawings.

According to the artificial intelligence automatic control system for nursing homes of the present invention, the following effects can be obtained.

First, even if an emergency such as a fall or fainting occurs while the patient is alone, the situation is automatically recognized by artificial intelligence and immediately notified to the guardian and management server in charge so that a quick response can be made to prevent a major accident. damage can be minimized.

Second, it is possible to reduce the labor force by reducing the regular care of nurses and caregivers, and to reduce labor costs by reducing the number of caregivers assigned to each ward in a nursing home.

Third, the moment of occurrence of the patient's accident is automatically recognized by the artificial intelligence image analysis device and the corresponding image is stored separately like a black box, so that it is possible to accurately identify the person responsible for a dispute between a nursing home and a guardian.

Fourth, the behavioral images of patients and caregivers are automatically stored in the management server, but can be recorded only in the form of movement in which only the outline is displayed through a three-dimensional camera sensor, thereby protecting the privacy of patients and caregivers.

Fifth, a heat-sensing camera is installed at the entrance of the building to automatically check the body temperature of people entering the building and to control the visit of patients with high fever to prevent infection in the hospital in advance.

Sixth, a facial recognition device is installed at the entrance of the building, so that when a patient's guardian visits, the caregiver in charge and the management server are immediately notified so that a preemptive response can be made.

Seventh, through the wearable device worn on the patient's body, health information and behavioral information such as the patient's heart rate and oxygen saturation can be identified and stored in the management server to be utilized as patient management information.

1 is a configuration diagram schematically showing an overall configuration according to an embodiment of the present invention.
2 is a diagram illustrating the arrangement of an imaging device and a wireless communication device in a nursing home according to an embodiment of the present invention.
3 is a diagram schematically illustrating a procedure for transmitting an abnormal event of a patient according to an embodiment of the present invention.
4 is a diagram illustrating an image in which a three-dimensional camera sensor records behavioral information of a patient and a caregiver in the form of movement according to an embodiment of the present invention.
5 is a diagram illustrating a function of a thermal camera according to an embodiment of the present invention.
6 is a diagram illustrating a function of an artificial intelligence sensor applied to a three-dimensional camera sensor and an event analysis apparatus according to an embodiment of the present invention.
7 is a diagram illustrating patient history management information according to an embodiment of the present invention.

In order to fully understand the present invention, preferred embodiments of the present invention will be described in more detail with reference to the accompanying drawings.

Prior to the description of the present invention, the following specific structural or functional descriptions are only exemplified for the purpose of explaining the embodiments according to the concept of the present invention, and the embodiments according to the concept of the present invention may be modified and implemented in various forms. and the scope of the present invention should not be construed as being limited to the embodiments described in detail below.

In addition, since the embodiment according to the concept of the present invention may have various changes and may have various forms, specific embodiments are illustrated in the drawings and described in detail herein.

However, this is not intended to limit the embodiments according to the concept of the present invention to a specific disclosed form, and should be understood to include changes, equivalents, and substitutes included in the spirit and scope of the present invention.

This embodiment is provided to more completely explain the present invention to those of ordinary skill in the art. Accordingly, the shapes of elements in the drawings may be exaggerated to emphasize a clearer description.

It should be noted that the same members in each drawing are sometimes shown with the same reference numerals. Detailed descriptions of well-known functions and configurations determined to unnecessarily obscure the gist of the present invention will be omitted.

1 is a configuration diagram schematically showing the overall configuration according to an embodiment of the present invention, FIG. 2 is a diagram illustrating the arrangement of an imaging device and a wireless communication device in a nursing home according to an embodiment of the present invention, FIG. 3 is a diagram schematically showing a procedure for transmitting an abnormal event of a patient according to an embodiment of the present invention, and FIG. 4 is a 3D camera sensor according to an embodiment of the present invention. It is a diagram illustrating an image recorded by movement, FIG. 5 is a diagram illustrating a function of a thermal camera according to an embodiment of the present invention, and FIG. 6 is a three-dimensional camera sensor and event analysis according to an embodiment of the present invention It is a diagram illustrating a function of an artificial intelligence sensor applied to a device, and FIG. 7 is a diagram illustrating patient history management information according to an embodiment of the present invention.

Nursing home artificial intelligence automatic control system 10 according to a preferred embodiment of the present invention includes a management server 100, an event analysis device 200, an imaging device 300, a wireless communication device 400, a wearable device 500 and It may be configured to include a local area network 600 interconnecting the components listed above.

The management server 100 is located in the central control center and interlocks with the wearable device 500 , the wireless communication device 400 , the imaging device 300 , and the event analysis device 200 , and receives patient and field information and related users. It can function to comprehensively manage the entire control system of the nursing home based on artificial intelligence, such as delivering it to the group and saving it as a database.

The wearable device 500 is a form that can be conveniently carried at all times, such as a wristband or an identification tag, and is worn on the patient's body and can acquire health information including the patient's real-time heart rate, oxygen saturation, and the like.

The wearable device 500 is linked to a plurality of wireless communication devices 400 installed at regular intervals in a building and nearby monitoring areas, and may transmit the acquired health information to the wireless communication device 400 .

The wireless communication device 400 may obtain health information of the patient from the wearable device 500 and receive location information of the patient from the wearable device 500 .

The health information and location information acquired by the wireless communication device 400 may be transmitted to the event analysis device 200 and the management server 100 to be monitored in real time and separately recorded and stored.

The wireless communication device 400 may be configured as a beacon according to an embodiment of the present invention.

The beacon can identify the user's current location wearing the wearable device 500 because it is possible to accurately identify the location of the patient in the nursing home, in the hospital room, hallway, etc., and is linked with the wearable device 500 to measure You can receive patient health information.

The imaging device 300 may be installed in a number of inside the building and in nearby monitoring areas, and it acquires the patient's behavior information as an image and transmits it to the event analysis device 200 and the management server 100 to monitor whether abnormal situations occur in real time. You can support functions.

The imaging device 300 may be configured to include a CCTV 320 , a three-dimensional camera sensor 310 , a thermal camera 330 , and a face recognition device 340 as an embodiment of the present invention.

The CCTV 320 is distributed in multiple areas within the building and may function to monitor the situation of people and facilities in the nursing home including patients.

As a characteristic part of the present invention, the 3D camera sensor 310 is provided with an artificial intelligence function and is interlocked with the event analysis device 200 to catch the patient's abnormal event situation in real time so that an accident can be dealt with early. can do.

The three-dimensional camera sensor 310 is disposed at multiple locations in the building, except for the treatment room, mainly in the hospital room and hallway, where the patient lives and moves alone without the help of a manager such as a nurse or caregiver, and the patient's movement is always grasped. It can be centrally placed in a location where it is not.

The three-dimensional camera sensor 310 may be in a preset state by defining a pattern generally seen in the patient, that is, daily activities such as walking, sitting, lying down, getting up and eating, as a normal behavior pattern, and the three-dimensional camera sensor 310 provides the patient with When a behavior pattern different from the normal normal behavior pattern is acquired when acquiring an image for a human, it may be regarded as an abnormal event, that is, an accident situation, and immediately transmitted to the event analysis device 200 .

Alternatively, the three-dimensional camera sensor 310 may transmit the patient's behavior to the event analysis device 200 in real time and allow the event analysis device 200 to determine whether a normal behavior pattern exists, and even in this case, the event analysis device 200 ) may determine the abnormal event from the behavior of a different pattern than usual based on the above criteria.

The patient's normal behavior pattern may be preset by artificial intelligence and stored in the management server 100, the event analysis device 200, and the 3D camera sensor 310, and the expression of a pattern different from the previously stored normal behavior pattern It may be regarded as an abnormal event and follow-up actions may be taken.

The abnormal event may include, for example, a patient's bed fall, fainting, slipping, falling, and the like, and may also include an unfavorable situation such as a caregiver's abusive behavior.

The three-dimensional camera sensor 310 may transmit a patient-captured image to the event analysis apparatus 200 in real time, and the event analysis apparatus 200 may determine and determine an abnormal event based on the received image.

The event analysis device 200 collects the image information acquired from the three-dimensional camera sensor 310 and the location information and health information acquired from the wearable device 500 and the wireless communication device 400 when an abnormal event occurs. It can be transmitted to the management server 100 in real time by synthesizing the patient, the location, and the situation inferred.

In addition, at the same time, the event analysis device 200 transmits the abnormal event, patient identification information, and location information to the terminal of the user group or the in-hospital broadcasting network to notify the immediate and preemptive response by the guardian in charge or a manager located in a short distance. .

The user group includes the caregiver in charge of the patient, the waiting room for the caregiver, the patient's protector, and the nursing staff. If necessary, the social worker in charge and the health officer in charge may be included in the user group so that the event status can be freely viewed and viewed at all times.

Therefore, the patient's emergency is immediately communicated to the user group inside the nursing home, so situation awareness and preemptive measures are implemented, and external related organizations and personnel in charge can read the event history at a free time later so that future medical bills are applied and officials in charge It can help to improve their work efficiency.

And the abnormal event situation is that the image taken by the three-dimensional camera sensor 310 is automatically recognized by artificial intelligence and can be stored in a separate space such as a black box of a car, thereby providing a clear responsibility in case of a dispute may be provided to ascertain and resolve disputes.

At this time, the image captured and stored by the three-dimensional camera sensor 310 is recorded only as movement through the three-dimensional sensor, which helps to understand the situation of an abnormal event, but causes the face and body of the patient and caregiver to be clearly exposed. It can prevent possible invasion of privacy.

The storage of the shape movement of the three-dimensional sensor can be one of the main features of the present invention to protect the privacy of the patient and the caregiver and to accurately determine the situation at the time of the accident.

The thermal camera 330 is installed at the entrance of the building to automatically check the body temperature of all entrants, and the entrant who is found to have a high fever can be immediately notified to the management server 100, the administrator and the patient's guardian, and at the same time, the entrant with a high fever Measures can be taken to prevent the risk of spread of infection in the nursing home in advance by blocking interaction with the user group in the nursing home in advance and allowing a separate response to be followed up.

The face recognition device 340 may also be installed at the entrance of the building together with the thermal camera 330, and may photograph and recognize the face of a person entering the nursing home using a camera connected to the thermal camera 330 or provided by itself. .

As a result of facial recognition, if the person entering the nursing home is a guardian of a nursing home patient, the fact of the guardian's visit can be delivered to the management server 100, the patient's caregiver, and the patient's waiting room to enable a prompt response to the guardian, and the patient's It can also be transmitted to the wearable device 500 .

The management server 100 may be provided in the central control center and may be operated as an operating system 24 hours a day.

The management server 100 monitors, analyzes, and stores the images transmitted from a plurality of imaging devices 300, and can receive the patient's health information to determine whether there is an abnormality in the health information. By receiving the location information, it is also possible to construct the special behavior or lifestyle of the Hwanjang as a reference material.

The management server 100 also receives basic information such as the target patient's name, patient's health information, location information, and the risk situation experienced by the patient received from the event analysis device 200 when an abnormal event occurs, along with the image information, The situation can be immediately sent to a user group so that preemptive action can be taken.

At this time, the method of transmission to the user group can be achieved through wireless messages or wired calls from personal terminals, monitors of the central control center, and broadcasting inside and outside the screen building. can

The management server 100 records and stores health information and location information measured by the wearable device 500 when the information received about the patient usually corresponds to the patient's normal pattern, and can be used as patient management history information. , the history information includes the current status of the nursing hospital, special events that occurred during admission, accident history, medications, etc., and can be stored in a database. can provide

In addition, the management server 100 analyzes the image of the three-dimensional camera sensor 310 at the time of the occurrence of an abnormal event, the image of the CCTV 320, the health information and location information measured by the wearable device 500, and the event analysis device 200 It is possible to store all abnormal event status information and the like in a database.

In particular, abnormal event-related information can be separately recorded and stored like a car black box, so only the abnormal event can be separately searched for without the need to request the CCTV (320) screen to determine the circumstances of the accident. It can be automatically recognized and proceeded.

On the other hand, the above-described management server 100, event analysis device 200, imaging device 300, wireless communication device 400, wearable device 500, etc. are mutually wired and wireless in the local area network 600 in the nursing home. can be connected

Local area network 600 is an embodiment of the present invention, Internet (Internet), LAN (Local Area Network), LTE (Long Term Evolution), Wireless LAN (Wireless Local Area Network), WAN (Wide Area Network), PAN ( Personal Area Network), Bluetooth, NFC, 3rd Generation Partnership Project (3GPP), 5rd Generation Partnership Project (5GPP), World Interoperability for Microwave Access (WIMAX), etc. may be included, but the present invention is not limited thereto. .

An example of use of the artificial intelligence automatic control system 10 for nursing homes according to a preferred embodiment of the present invention based on the above description is as follows.

First, the wearable device 500 including a wireless communication function can be worn on the body by using a wristband, identification tag, and the like for the patient.

In addition, a wireless communication device 400 is disposed in multiple areas within the nursing home to transmit/receive patient-related information to and from the wearable device 500 and transmit related information to a plurality of imaging devices 300, according to an embodiment of the present invention. For example, a beacon may be provided.

An imaging device 300 may be installed in a number of areas within the nursing home, and in the present invention, a three-dimensional camera sensor 310 , a CCTV 320 , a thermal camera 330 , and a face recognition device 340 may be provided. can

The CCTV 320 is a 24-hour 24-hour monitoring video surveillance system, which is distributed and installed in a number of areas, and can be used as a real-time monitoring tool by transmitting the captured image to the central control center monitor.

The three-dimensional camera sensor 310 may be installed in a number of areas focusing on places where the patient is likely to stay alone or move without a caregiver, for example, it may be a hospital room, a hallway, or the like.

The three-dimensional camera sensor 310 may be linked with the event analysis device 200 and the wireless communication device 400, and when a patient wearing the wearable device 500 is located in a hospital room, hallway, etc., from the wireless communication device 400 The 3D camera sensor 310 in the corresponding area may measure the movement of the patient by receiving the location information of the patient.

When an abnormal event occurs to the patient, for example, a bed fall, fainting, or a problem such as falling while moving, the three-dimensional camera sensor 310 transmits the captured image to the event analysis device 200, or at all times regardless of whether a problem occurs or not. Alternatively, the captured image may be transmitted to the event analysis device 200 .

The event analysis device 200 compares the preset normal behavior pattern with the patient's behavior pattern received from the three-dimensional camera sensor 310. If it is determined that the current patient's behavior is abnormal, the situation is regarded as an abnormal event and the user immediately It can be transmitted to the group and the management server 100 .

The user group may further include social workers and health officials as well as caregivers, caregivers waiting room, and patient protectors, and text or wired contact may be made to a personal terminal or transmitted simultaneously through a waiting room broadcasting network, etc.

In this case, social workers and health officials may be included in the user group as a subject whose histories are disclosed so that they can be read and inquired at a later time at a free time rather than the regular notification service. It can be included in the target and immediate situation notification can be provided.

In addition, images, patient information, location information, etc. related to the corresponding abnormal event are transmitted to the management server 100 and transmitted to the central control center, and may be immediately stored in a separate recording device and stored like a black box.

Among the caregivers in charge of receiving the abnormal event, the waitress in the waiting room of the caregiver, and the manager of the central control center, the personnel who are the closest and can take immediate action are put into the field to understand the on-site situation, and related follow-up actions to respond to the on-site situation can proceed.

In the above procedure, the 3D camera sensor 310, the event analysis device 200, which are all controlled by artificial intelligence, such as identifying the situation of the abnormal event, obtaining the patient's personal and location information, identifying the subject of the situation notification and executing the contact, etc. , the management server 100, etc., so that rapid and immediate recognition and response can be made.

At this time, the image captured and stored by the three-dimensional camera sensor 310 is recorded only as a movement of the body shape through the three-dimensional sensor, without representing the face and body of the patient and caregiver as it is. The privacy of the person has the characteristic that it can be protected.

Abnormal event video information stored immediately and separately, such as a black box, is used as evidence when analyzing the circumstances of an accident in the future.

On the other hand, the imaging device 300 may be provided with a thermal camera 330, which is installed at the entrance of the building to automatically check the body temperature of all entrants, It can notify the central control center, the management server 100, the administrator and the patient protector.

After recognizing a person with a high fever, the nursing home manager guides the person with a high fever to a separate blocking area and then takes measures such as examination and exit to block interaction with multiple personnel including patients in the nursing home and prevent the spread of infection in the nursing home in advance can be blocked on

On the other hand, the facial recognition device 340 may also be installed at the entrance to the building, and as a result of photographing the face of the person entering the nursing home and recognizing the face, if the person entering the nursing home is the guardian of the nursing home patient, the management server 100, the patient's responsibility It can be delivered to a caregiver or a caregiver waiting room to induce a prompt response to the caregiver, and can also be delivered to the patient through the wearable device 500 .

The thermal camera 330 and the face recognition device 340 are all linked with the management server 100, and the heat detection of a high fever patient, the face recognition of the entrant, etc. are automatically performed by the artificial intelligence control system, and according to the result It can be notified to the central control center, guardians, and patients, and follow-up actions can be decided and proceeded.

Abnormal event information as well as the patient's usual health information and behavior information are stored in a database, recorded as patient history information, and delivered to the other nursing home when the nursing home is relocated, or can be used for submission to related institutions and guardians.

An example of using the artificial intelligence automatic control system 10 for nursing homes of the present invention is as described above, and the effect thereof will be described as follows.

First, the nursing home artificial intelligence automatic control system 10 can provide a safe service.

The nursing home artificial intelligence automatic control system 10 is a 24-hour automatic control system, and in the event of an accident, it can respond quickly through an automatic alarm. provide safe service.

In particular, through the three-dimensional camera sensor 310 and the event analysis device 200 that are automatically controlled by artificial intelligence, the harsh actions of the caregivers can be immediately recognized and thus preventive effects can be obtained, and accidents such as bed falls and falls occur A quick response is possible through a notification to the city user group.

At this time, the subject to which the accident-related facts are notified includes the caregiver in charge of the nursing home, the waiting room for the caregiver, the management server 100 as well as the guardian of the patient outside the nursing home, so that it can be immediately notified by wire or wireless.

In addition, the event situation is recorded and stored in the management server 100, and later, social workers in charge of nursing homes and health officials can freely read and inquire, so it can help to apply medical bills and improve work efficiency of public officials in charge.

Second, labor costs are reduced and manpower can be used intensively.

In general, when 4 to 6 patients enter an inpatient room, at least one caregiver is required. Labor cost can be reduced.

Therefore, customized care can be provided according to the patient only in situations that require management rather than regular care for the patient, so that the management and protection ability can be used intensively. The event analysis apparatus 200 and the image apparatus 300 may be advanced by an artificial intelligence system utilizing the apparatus 300 .

Third, it can meet the growing demand for medical information.

When an accident occurs to a patient, the AI automatically recognizes the accident situation and records and stores it separately like a car black box, so there is no need to request and search for the CCTV (320). Clear actions such as resolution of disputes and determination of responsibility become possible.

In addition, through the system of the present invention, the patient caregiver can check the video of the accident as well as the normal life, so that questions can be resolved and relieved. It can be transmitted to satisfy both the manager's need for quick response and the guardian's need for safety.

In addition, the image of the abnormal event captured and stored by the 3D camera sensor 310 does not record the actual image in the hospital room as it is, but rather records the movement detected through the 3D sensor, thereby providing accurate cognitive information about the situation. However, the privacy of patients and guardians can be protected.

Fourth, it is possible to prevent infection in the nursing home and respond quickly to the guardians by inspecting the visitors.

The imaging device 300 of the present invention is equipped with a thermal camera 330 at the entrance to the nursing home, and all visitors are automatically checked for body temperature. The risk of infection in nursing homes can be prevented in advance by taking measures to block personal contact.

In addition, the face recognition device 340 is provided together to recognize the face of the visitor and, when the guardian of the patient visits, the fact of the visit is transmitted to the management server 100 and the caregiver in charge so that a preemptive response can be made.

Fifth, the location of the resident can be checked in real time and the health status can be checked.

A wireless communication device 400 such as a beacon sensor may be disposed inside the nursing home at regular intervals, and various health information including real-time heart rate and oxygen saturation of a patient wearing the wearable device 500 is transmitted through the beacon to the management server ( 100) and the patient's location is also delivered in real time, enabling immediate dispatch to the scene in case of an emergency.

Sixth, the patient's history is automatically stored in the database, so when a change in a nursing home or a special event occurs, patient history information including accident history and medications taken is automatically delivered, which can be used as in-depth data for patient protection and management. .

Finally, the artificial intelligence automatic control system 10 for nursing homes of the present invention is not limited to nursing homes, and is applicable to all systems that automatically control occupants and prisoners, such as medical institutions and prison institutions such as prisons, and the method The infrastructure of the wireless communication device 400 and the wearable device 500 is built along with the management server 100, the event analysis device 200, and the imaging device 300 to which artificial intelligence is applied, which forms the characteristic basis of the present invention. The system can be operated.

Therefore, the nursing home artificial intelligence automatic control system 10 of the present invention can be applied to all common accommodation facilities that require constant check and immediate response, and can be modified and expanded in various ways.

The embodiments of the present invention described above are merely exemplary, and those of ordinary skill in the art to which the present invention pertains will appreciate that various modifications and equivalent other embodiments are possible therefrom.

Therefore, it will be well understood that the present invention is not limited to the form mentioned in the above detailed description. Therefore, the true technical protection scope of the present invention should be determined by the technical spirit of the appended claims.

Moreover, it is to be understood that the present invention covers all modifications, equivalents and substitutions falling within the spirit and scope of the invention as defined by the appended claims.

10: Nursing home artificial intelligence automatic control system
100: management server
200: event analysis device
300: image device
310: 3D camera sensor
320 : CCTV
330: thermal camera
340: face recognition device
400: wireless communication device
500: wearable device
600: local area network

Claims (5)

a wearable device worn on the patient's body to check the location and health status;
A plurality of wireless communication devices arranged at regular intervals in the building and in the nearby monitoring area;
Imaging devices installed in a number of inside buildings and in nearby monitoring areas to acquire patient behavior information;
It is linked with an imaging device, wearable device, and wireless communication device, and collects the image information acquired from the imaging device, health information acquired from the wearable device, and location information received from the wireless communication device to collect the location information of a specific patient, abnormal event information, and health information an event analysis device for synthesizing and judging abnormal events and transmitting them to a user group, a management server, and a broadcasting network in the hospital;
Abnormal event information is automatically stored separately in the database and notified to the user group including the caregiver, the waiting room for the caregiver, and the patient's guardian so that an immediate response can be made, and control so that the social worker and health officer in charge can read the event information later a management server that comprehensively manages the system; and
and a local area network for communicatively connecting the wearable device, the wireless communication device, the imaging device, and the event analysis device;
The imaging device further comprises a plurality of three-dimensional camera sensors that are focused on monitoring areas including hospital rooms and corridors and locations where the patient's movements are not always identified, and detect abnormal events of the patient,
The 3D camera sensor defines and sets daily activities as normal behavior patterns by learning of artificial intelligence, considers other behavior patterns as abnormal events, and transmits the image containing these abnormal events to the event analysis device. is a nursing home artificial, characterized in that it determines the patient's situation as normal or abnormal by synthesizing the image information containing the abnormal event acquired from the 3D camera sensor, the health information acquired from the wearable device, and the location information acquired from the wireless communication device. Intelligent automatic control system. According to claim 1,
video device,
Multiple CCTVs monitoring multiple areas in the building at all times,
Further comprising a thermal camera installed at the entrance of the building to check the body temperature of the person entering the building,
The artificial intelligence automatic control system of the nursing home further comprising: notifying the visitor who is checked for high fever with the thermal camera to the management server and the mobile terminal of the guardian, and taking preemptive measures to block the exchange between the high fever visitor and the user group in the nursing home. According to claim 1,
The imaging device further includes a face recognition device,
The face recognition device is installed at the entrance of the building to photograph the face of the visitor and recognize the face of the visitor. Nursing home artificial intelligence automatic control system further comprising a notification function to enable this. According to claim 1,
The wearable device is interlocked with the wireless communication device, and it transmits the health information including the patient's heart rate and oxygen saturation and the patient's behavior information including the current location in real time to the wireless communication device, and the wireless communication device communicates with the health information Nursing home artificial intelligence automatic control system further comprising transmitting the behavior information to the management server and storing it as a database. According to claim 1,
management server,
The patient's history information is stored in the database,
The history information includes the current status and changes of the nursing home living in the past, special matters during nursing life, accident history, medications, etc., and is automatically delivered when the patient is transported.

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