Method and system for matching accompanying person and patient based on artificial intelligence

Abstract

The invention discloses an accompanying person and patient matching method based on artificial intelligence. The method comprises the following steps that 1, an accompanying person cloud service center is established, and a large matching server and a background service center are arranged in the cloud service center; 2, an accompanying person management system is established in the hospital, wherein the accompanying person management system comprises a hospital matching server, a matching computer end corresponding to the inpatient department of each department and accompanying person supervision equipment arranged in each inpatient room; and 3, establishing a family cooperative accompanying system, and establishing a family accompanying module in a hospital matching server of the hospital. The system comprises a cloud service center, an accompanying personnel management system of a hospital and a family cooperative accompanying system. Through the established accompanying person management system, the condition of the patient is input into the accompanying person management system to screen the best accompanying person, so that the best reasonable distribution of the accompanying persons is ensured, the cloud service center is utilized to reasonably distribute the accompanying persons in each hospital, and the idle phenomenon of the accompanying persons is greatly reduced.

Description

Technical Field

[0001] The present invention relates to the technical field of hospital accompanying personnel management, and in particular to an accompanying personnel and patient matching method and system based on artificial intelligence. Background Art

[0002] Now that the hospital care system has been established, many seriously ill patients will have caregivers accompanying them to take care of the patients and prevent accidents. As the care time increases and the experience accumulates, the caregiver's ability to care is also increasing, but the hospital's allocation of caregivers is often fixed, which cannot maximize the use of the caregiver's skills and achieve the best match between the caregiver and the patient. Since the caregivers are centrally managed, not systematically managed according to the caregivers' own abilities, many are allocated by doctors based on their understanding of the caregivers, and the allocation range is limited. Sometimes, the price adjustment of each caregiver is not fully utilized, resulting in unreasonable allocation, poor patient care, or sometimes patients who are not accompanied by caregivers need doctors to watch them 24 hours a day to prevent medical accidents. As for caregivers, all major hospitals have them. Some hospitals have insufficient caregivers, while other hospitals have idle caregivers. Fully allocating caregivers throughout the city for use by major hospitals is also a major problem in the allocation of caregivers. Summary of the invention

[0003] The present invention aims to solve at least one of the technical problems in the related art to a certain extent. To this end, one purpose of the present invention is to propose a method and system for matching caregivers and patients based on artificial intelligence, which solves the problems of being unable to optimally allocate each caregiver according to their own skills and being unable to effectively regulate the deployment of caregivers in major hospitals across the city.

[0004] According to the present invention, a method for matching caregivers and patients based on artificial intelligence is proposed. The specific matching method is as follows: 1. Establish a cloud service center for caregivers A cloud service center is established in a city, wherein a large matching server and a background service center connected to the matching server are arranged in the cloud service center, wherein a city-wide accompanying personnel information database and a matching model are arranged in the matching server, wherein the patient's condition data is transmitted to the matching server through the network and input into the matching model, wherein the matching model analyzes the patient's condition data and searches for the best several unassigned accompanying personnel information from the city-wide accompanying personnel information database, and pushes the unassigned accompanying personnel information to the patient or the patient's family, who selects the patient or the patient's family, or the doctor recommends the selection; 2. Hospitals establish a caregiver management system Establish a caregiver management system in all hospitals in the city that need patients to be equipped with caregivers. The caregiver management system includes a hospital matching server, a matching computer terminal corresponding to the inpatient department of each department, and a caregiver supervision device equipped in each inpatient room. Establish a hospital matching server in the computer room of the hospital. The matching computer terminal set in the inpatient department of each department is connected to the hospital matching server network through a network. Each of the caregiver supervision devices is connected to the corresponding matching computer terminal network through a wired or wireless network. Each hospital establishes its own accompanying staff information database and includes all the accompanying staff information in the hospital into the accompanying staff information database. The hospital will back up a copy of all the accompanying staff information included in the accompanying staff information database to the city's accompanying staff information database. When the hospital matches the best accompanying staff for the patient, it will first search for the best accompanying staff information from the accompanying staff information database in the hospital. The hospital can establish its own hospital matching model or download the matching model in the cloud service center for use; If the hospital does not find the information of idle accompanying staff who are not accompanying patients when searching for the best accompanying staff information in the accompanying staff information database of the hospital, the hospital must use the matching model in the cloud service center to search for matching idle accompanying staff information from all hospitals in the city; 3. Establish a family collaborative care system A family care module is established in the hospital matching server of the hospital. If the family has the time and ability to accompany the patient, the accompanying conditions of the patient's family are input into the family care module. If the family is not able to accompany the patient 24 hours a day, the accompanying personnel suitable for the time period when the accompanying personnel cannot be provided are searched from the accompanying personnel information database of the hospital, and a dual accompanying mode of family accompanying and accompanying personnel is implemented; Both family caregivers and caregivers must wear monitoring devices when accompanying the patient. The monitoring devices monitor signals within a certain range of the caregiver monitoring device. When the monitoring device leaves the supervision range of the caregiver monitoring device and exceeds the set departure time range, the caregiver monitoring device will issue an early warning to the hospital matching server to remind doctors that the patient is unattended.

[0005] In some embodiments of the present invention, the hospital establishes a module for patients or their families to screen accompanying personnel in the hospital matching server. The module for screening accompanying personnel can screen the gender, accompanying time period and nursing level of the accompanying personnel. When the patient is looking for a accompanying personnel, the patient first matches and searches on the hospital's matching computer terminal based on the patient's medical condition data, and then includes the list of all suitable accompanying personnel into the module for screening accompanying personnel for screening.

[0006] In other embodiments of the present invention, a caregiver management module is established in the hospital matching server of each hospital, and the caregiver management module is used to record the daily working time period, leave time period and the time period of the caregiver's substitute shift of each caregiver, and to ensure that the substitute caregivers must have the same level and ability of accompanying; When the best accompanying person cannot be found from the accompanying person information database for the patient's accompanying requirements, the patient's accompanying requirements are split and searched twice or more to find a suitable combination of accompanying persons, thereby realizing a multi-person accompanying mode.

[0007] In other embodiments of the present invention, when the patient accompanying requirements are split and the accompanying personnel combined are found from the accompanying personnel information database, if the best combination cannot be found or there is no combination, the information of the missing matching accompanying personnel will be uploaded to the cloud service center, and the accompanying personnel of all hospitals in the city will be searched through the cloud service center to find the suitable accompanying personnel, and then the accompanying personnel will be temporarily deployed.

[0008] In other embodiments of the present invention, a temporary emergency accompanying module is established in the hospital matching server of each hospital, the information of all accompanying personnel in the hospital is classified, and the information of accompanying personnel who are qualified for temporary emergency accompanying is included in a newly created temporary accompanying database. The patient information is first searched for a list of accompanying personnel information that meets the requirements of accompanying on the matching computer side, and then compared with the temporary accompanying database to check those in the temporary accompanying database in order to find suitable temporary accompanying personnel.

[0009] In other embodiments of the present invention, each hospital uploads the accompanying staff's schedule for tomorrow and the following week to the cloud service center every day, so that the cloud service center can deploy accompanying staff according to the accompanying staff requirements of each hospital.

[0010] In other embodiments of the present invention, a basic accompanying section is established in the inpatient department of each department of the hospital, and the information of all accompanying personnel in the hospital is searched for basic accompanying personnel information, and the basic accompanying personnel information is included in the basic accompanying section of the department. For some patients who only need some basic accompanying, one accompanying personnel can accompany multiple patients. The accompanying personnel information is searched from the basic accompanying section for unified matching of all patients who need basic accompanying.

[0011] An artificial intelligence-based matching system for caregivers and patients, comprising: Cloud service center: Establish a large-scale cloud service center for data management in the city. The cloud service center is equipped with a large-scale matching server and a backend service center connected to the matching server data. The matching server is equipped with a city-wide escort information database and matching model; A caregiver management system is established in all hospitals in the city that need caregivers. The caregiver management system includes a hospital matching server, a matching computer terminal corresponding to the inpatient department of each department, and a caregiver supervision device equipped in each inpatient room. A hospital matching server is established in the computer room of the hospital. The matching computer terminal set up in the inpatient department of each department is connected to the hospital matching server network through a network. Each of the caregiver supervision devices is connected to the corresponding matching computer terminal network through a wired or wireless network. Each hospital establishes its own caregiver information database and incorporates all caregiver information in the hospital into the caregiver information database. The hospital backs up a copy of all caregiver information included in the caregiver information database to the city-wide caregiver information database. The family collaborative care system establishes a family care module in the hospital matching server of the hospital. If the family has the time and ability to accompany the patient, the care conditions of the patient's family will be input into the family care module. If the family is not able to accompany the patient 24 hours a day, the hospital's caregiver information database will be used to find a caregiver suitable for the time period when the caregiver is unable to accompany the patient, and a dual care mode of family care combined with caregiver care will be implemented.

[0012] In other embodiments of the present invention, a caregiver management module is established in the hospital matching server of each hospital, and the caregiver management module is used to record each caregiver's daily working time period, leave time period, and caregiver's substitute shift time period. When the best caregiver cannot be found from the caregiver information database for the patient's care requirements, the patient's care requirements are split and searched twice or more to find a suitable combination of caregivers, thereby realizing a multi-person care mode.

[0013] In the present invention, by establishing a caregiver management system, the patient's condition can be input into the caregiver management system to screen the best caregiver, so as to ensure the best and reasonable allocation of caregivers and prevent uneven distribution. For the caregivers in the whole city, the cloud service center is used to reasonably allocate caregivers in major hospitals, make full use of caregivers, and greatly reduce the idleness of caregivers. BRIEF DESCRIPTION OF THE DRAWINGS

[0014] The accompanying drawings are used to provide a further understanding of the present invention and constitute a part of the specification. Together with the embodiments of the present invention, they are used to explain the present invention and do not constitute a limitation of the present invention. In the accompanying drawings: Figure 1 A schematic diagram of the principle of matching a caregiver and a patient based on artificial intelligence proposed by the present invention. DETAILED DESCRIPTION

[0015] The technical solutions in the embodiments of the present invention will be described clearly and completely below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, rather than all the embodiments.

[0016] like Figure 1 As shown, the present invention proposes a matching method for accompanying personnel and patients based on artificial intelligence, and the specific matching method is as follows: 1. Establish a cloud service center for caregivers A cloud service center is established in a city, wherein a large matching server and a background service center connected to the matching server are arranged in the cloud service center, wherein a city-wide accompanying personnel information database and a matching model are arranged in the matching server, wherein the patient's condition data is transmitted to the matching server through the network and input into the matching model, wherein the matching model analyzes the patient's condition data and searches for the best several unassigned accompanying personnel information from the city-wide accompanying personnel information database, and pushes the unassigned accompanying personnel information to the patient or the patient's family, who selects the patient or the patient's family, or the doctor recommends the selection; A large cloud database is established using the cloud service center (equivalent to managing the deployment of accompanying personnel in the entire city) to manage the information of accompanying personnel in the entire city and promptly receive the accompanying personnel information uploaded by each hospital, so that when there is a shortage of accompanying personnel in a certain hospital, they can be deployed from other hospitals. This will make it easier for the cloud service center to understand the utilization rate of accompanying personnel in major hospitals and reasonably arrange the number of accompanying personnel in each hospital.

[0017] 2. Hospitals establish a caregiver management system Establish a caregiver management system in all hospitals in the city that need patients to be equipped with caregivers. The caregiver management system includes a hospital matching server, a matching computer terminal corresponding to the inpatient department of each department, and a caregiver supervision device equipped in each inpatient room. Establish a hospital matching server in the computer room of the hospital. The matching computer terminal set in the inpatient department of each department is connected to the hospital matching server network through a network. Each of the caregiver supervision devices is connected to the corresponding matching computer terminal network through a wired or wireless network. Each hospital establishes its own accompanying staff information database and includes all the accompanying staff information in the hospital into the accompanying staff information database. The hospital will back up a copy of all the accompanying staff information included in the accompanying staff information database to the city's accompanying staff information database. When the hospital matches the best accompanying staff for the patient, it will first search for the best accompanying staff information from the accompanying staff information database in the hospital. The hospital can establish its own hospital matching model or download the matching model in the cloud service center for use; If the hospital does not find the information of idle accompanying staff who are not accompanying patients when searching for the best accompanying staff information in the accompanying staff information database of the hospital, the hospital must use the matching model in the cloud service center to search for matching idle accompanying staff information from all hospitals in the city; Unlike doctors, caregivers are not required to have a high level of medical skills. They only need to take care of patients and prevent accidents. Many caregivers can provide care across departments. Doctors need to have corresponding professional knowledge and work in corresponding departments. If caregivers are assigned according to departments, some departments may not have enough caregivers at a certain time, while other departments may be idle. This will make caregiver allocation relatively troublesome and cause waste. The information of all accompanying personnel in a hospital is managed uniformly. The accompanying personnel are classified and included in the system based on the doctor's understanding of the patients and the accompanying level of the accompanying personnel. The patient who needs accompanying is analyzed each time, and the data of the patient's accompanying needs is input into the matching computer end. The matching computer end searches for matching accompanying personnel from the accompanying personnel information database. The search accuracy is high and the accompanying personnel utilization rate is high. The accompanying personnel are assigned to each department according to the needs of the department, which will not cause shortage or waste of accompanying personnel in the department.

[0018] The accompanying personnel need to wear monitoring equipment. During the accompanying period, their monitoring equipment is connected to the accompanying personnel's supervision equipment (wireless connection) to monitor the accompanying personnel's activity range in real time. Once they leave the range or are away for a long time, an alarm will be issued. Moreover, if the patient has abnormal conditions and the accompanying personnel are unable to handle the matter, they can use the monitoring equipment to contact the attending physician or other doctors and rush to the hospital in time.

[0019] 3. Establish a family collaborative care system A family care module is established in the hospital matching server of the hospital. If the family has the time and ability to accompany the patient, the accompanying conditions of the patient's family are input into the family care module. If the family is not able to accompany the patient 24 hours a day, the accompanying personnel suitable for the time period when the accompanying personnel cannot be provided are searched from the accompanying personnel information database of the hospital, and a dual accompanying mode of family accompanying and accompanying personnel is implemented; Both family caregivers and caregivers must wear monitoring devices when accompanying the patient. The monitoring devices monitor signals within a certain range of the caregiver monitoring device. When the monitoring device leaves the supervision range of the caregiver monitoring device and exceeds the set departure time range, the caregiver monitoring device will issue an early warning to the hospital matching server to remind doctors that the patient is unattended.

[0020] Some family members can provide basic care after receiving training or understanding relevant knowledge. Because the cost of hiring a caregiver is high, if family members can provide care, they can share part of the cost and reduce medical expenses. Moreover, family care is sometimes more conducive to the patient's recovery.

[0021] The hospital establishes a module for patients or their families to screen accompanying personnel in the hospital matching server. The module for screening accompanying personnel can screen the gender, accompanying time period and nursing level of the accompanying personnel. When the patient is looking for an accompanying personnel, he / she first matches and searches on the hospital's matching computer terminal based on the patient's medical condition data, and then includes the list of all suitable accompanying personnel into the module for screening accompanying personnel for screening.

[0022] For patients, sometimes when looking for a caregiver, it is necessary to screen the caregiver's ability. For example, gender is sometimes something that the patient's family members care about. Some families are very good and may need a higher-level caregiver to accompany them. Therefore, family members have certain screening conditions.

[0023] Establishing a caregiver management module in the hospital matching server of each hospital, the caregiver management module is used to record the daily working time period, leave time period and the time period of the caregiver's substitute shift of each caregiver, and to ensure that the substitute caregivers must have the same level and ability of accompanying; When the best accompanying person cannot be found from the accompanying person information database for the patient's accompanying requirements, the patient's accompanying requirements are split and searched twice or more to find a suitable combination of accompanying persons, thereby realizing a multi-person accompanying mode.

[0024] Sometimes the reason for accompanying the night pot is emergency or unexpected, and when the corresponding person is found, he or she cannot provide the accompanying service, which will cause accompanying abnormalities. For those who are on duty and unable to accompany, a management module is set up to facilitate the management of the accompanying personnel's work schedule, and then find a match, which will make the allocation more reasonable.

[0025] When the patient's accompanying requirements are split and the accompanying personnel are found from the accompanying personnel information database, if the best combination cannot be found or there is no combination, the information of the missing matching accompanying personnel will be uploaded to the cloud service center, and the accompanying personnel of all hospitals in the city will be searched through the cloud service center to find the suitable accompanying personnel, and then the accompanying personnel will be temporarily deployed.

[0026] Doctors know the patient's condition best. When doctors have many requirements for accompanying patients, and one accompanying person is difficult to meet, they can split the patient's condition and find two or more accompanying persons to take care of the patient. Of course, if conditions permit and there are enough accompanying persons, the patient's family can request multiple accompanying persons. Or if the hospital has no more accompanying persons, the cloud service center can be used to deploy accompanying persons from other hospitals, and the patient's family only needs to pay the additional deployment fee.

[0027] A temporary emergency accompanying module is established in the hospital matching server of each hospital, and the information of all accompanying personnel in the hospital is classified. The information of accompanying personnel who are capable of temporary emergency accompanying is included in a newly created temporary accompanying database. The patient information is first searched for a list of accompanying personnel information that are eligible for accompanying on the matching computer side, and then compared with the temporary accompanying database to check those in the temporary accompanying database in order to find suitable temporary accompanying personnel.

[0028] Sometimes, after surgery, you need to find a temporary caregiver to take care of you for a few days, but your family may not be able to provide adequate care. You can set up a list of temporary emergency caregivers and include it in the database for easy search.

[0029] Every hospital is required to upload the schedule of accompanying personnel for the next day and the following week to the cloud service center every day, so that the cloud service center can deploy accompanying personnel according to the requirements of each hospital.

[0030] Every day, the accompanying personnel information and weekly plan of each hospital are uploaded, so that the back-end service center (equivalent to the service station) of the cloud service center can manage and understand the accompanying personnel information, and it is convenient to allocate accompanying personnel in other hospitals or to centrally allocate them from multiple hospitals when a hospital is seriously short of accompanying personnel. Data can also be sorted to facilitate the reasonable management of accompanying personnel in multiple hospitals in the future, and to adjust the accompanying personnel in multiple hospitals by season or time period.

[0031] A basic accompanying section will be established in the inpatient department of each department of the hospital. Information of basic accompanying personnel will be searched from all the accompanying personnel information in the hospital, and the information of basic accompanying personnel will be included in the basic accompanying section of the department. For some patients who only need some basic accompanying, and one accompanying personnel can accompany multiple patients, the accompanying personnel information will be searched from the basic accompanying section for unified matching of all patients who need basic accompanying care.

[0032] Some patients need short-term care. It would be costly and wasteful to hire a specific caregiver. One caregiver can take care of multiple patients. In this case, a basic caregiver section is established to centrally manage these patients. Several patients are assigned to one caregiver, which can reduce costs and improve the utilization rate of caregivers.

[0033] An artificial intelligence-based matching system for caregivers and patients, comprising: Cloud service center: Establish a large-scale cloud service center for data management in the city. The cloud service center is equipped with a large-scale matching server and a backend service center connected to the matching server data. The matching server is equipped with a city-wide escort information database and matching model; A caregiver management system is established in all hospitals in the city that need caregivers. The caregiver management system includes a hospital matching server, a matching computer terminal corresponding to the inpatient department of each department, and a caregiver supervision device equipped in each inpatient room. A hospital matching server is established in the computer room of the hospital. The matching computer terminal set up in the inpatient department of each department is connected to the hospital matching server network through a network. Each of the caregiver supervision devices is connected to the corresponding matching computer terminal network through a wired or wireless network. Each hospital establishes its own caregiver information database and incorporates all caregiver information in the hospital into the caregiver information database. The hospital backs up a copy of all caregiver information included in the caregiver information database to the city-wide caregiver information database. The family collaborative care system establishes a family care module in the hospital matching server of the hospital. If the family has the time and ability to accompany the patient, the care conditions of the patient's family will be input into the family care module. If the family is not able to accompany the patient 24 hours a day, the hospital's caregiver information database will be used to find a caregiver suitable for the time period when the caregiver is unable to accompany the patient, and a dual care mode of family care combined with caregiver care will be implemented.

[0034] A caregiver management module is established in the hospital matching server of each hospital. The caregiver management module is used to record the daily working time period, leave time period and replacement time period of each caregiver. When the best caregiver cannot be found from the caregiver information database for the patient's care requirements, the patient's care requirements are split and searched twice or more to find a combination of caregivers that meet the requirements, so as to realize the multi-person care mode. For the matching system, it is necessary to first establish centralized statistical data and analyze the distribution of accompanying personnel in the city. The establishment of a cloud service center will be conducive to the management of accompanying personnel and the centralized organization of accompanying personnel information. At the same time, when a hospital has a demand for accompanying personnel or has an excess of accompanying personnel, they can be deployed through the cloud service center.

[0035] Each hospital has its own independent management system. The hospital matching server matches the existing accompanying persons in the hospital with the patients, and the hospital's doctors will match the accompanying persons more accurately and efficiently.

[0036] When a patient needs multiple caregivers, doctors can more efficiently assign multiple caregivers to one patient, thus achieving multi-person care.

[0037] The above description is only a preferred specific implementation manner of the present invention, but the protection scope of the present invention is not limited thereto. Any technician familiar with the technical field can make equivalent replacements or changes according to the technical scheme and inventive concept of the present invention within the technical scope disclosed by the present invention, which should be covered by the protection scope of the present invention.

Claims

1. A method for matching caregivers and patients based on artificial intelligence, characterized in that: The specific matching method is as follows:

1. Establish a cloud service center for caregivers A cloud service center is established in a city, wherein a large matching server and a background service center connected to the matching server are arranged in the cloud service center, wherein a city-wide accompanying personnel information database and a matching model are arranged in the matching server, wherein the patient's condition data is transmitted to the matching server through the network and input into the matching model, wherein the matching model analyzes the patient's condition data and searches for the best several unassigned accompanying personnel information from the city-wide accompanying personnel information database, and pushes the unassigned accompanying personnel information to the patient or the patient's family, who selects the patient or the patient's family, or the doctor recommends the selection; 2. Hospitals establish a caregiver management system Establish a caregiver management system in all hospitals in the city that need patients to be equipped with caregivers. The caregiver management system includes a hospital matching server, a matching computer terminal corresponding to the inpatient department of each department, and a caregiver supervision device equipped in each inpatient room. Establish a hospital matching server in the computer room of the hospital. The matching computer terminal set in the inpatient department of each department is connected to the hospital matching server network through a network. Each of the caregiver supervision devices is connected to the corresponding matching computer terminal network through a wired or wireless network. Each hospital establishes its own accompanying staff information database and includes all the accompanying staff information in the hospital into the accompanying staff information database. The hospital will back up a copy of all the accompanying staff information included in the accompanying staff information database to the city's accompanying staff information database. When the hospital matches the best accompanying staff for the patient, it will first search for the best accompanying staff information from the accompanying staff information database in the hospital. The hospital can establish its own hospital matching model or download the matching model in the cloud service center for use; If the hospital does not find the information of idle accompanying staff who are not accompanying patients when searching for the best accompanying staff information in the accompanying staff information database of the hospital, the hospital must use the matching model in the cloud service center to search for matching idle accompanying staff information from all hospitals in the city; 3. Establish a family collaborative care system A family care module is established in the hospital matching server of the hospital. If the family has the time and ability to accompany the patient, the accompanying conditions of the patient's family are input into the family care module. If the family is not able to accompany the patient 24 hours a day, the accompanying personnel suitable for the time period when the accompanying personnel cannot be provided are searched from the accompanying personnel information database of the hospital, and a dual accompanying mode of family accompanying and accompanying personnel is implemented; Both family caregivers and caregivers must wear monitoring devices when accompanying the patient. The monitoring devices monitor signals within a certain range of the caregiver monitoring device. When the monitoring device leaves the supervision range of the caregiver monitoring device and exceeds the set departure time range, the caregiver monitoring device will issue an early warning to the hospital matching server to remind doctors that the patient is unattended.

2. The method for matching caregivers and patients based on artificial intelligence according to claim 1, characterized in that: The hospital establishes a module for patients or their families to screen accompanying personnel in the hospital matching server. The module for screening accompanying personnel can screen the gender, accompanying time period and nursing level of the accompanying personnel. When the patient is looking for an accompanying personnel, he / she first matches and searches on the hospital's matching computer terminal based on the patient's medical condition data, and then includes the list of all suitable accompanying personnel into the module for screening accompanying personnel for screening.

3. The method for matching caregivers and patients based on artificial intelligence according to claim 1, characterized in that: Establishing a caregiver management module in the hospital matching server of each hospital, the caregiver management module is used to record the daily working time period, leave time period and the time period of the caregiver's substitute shift of each caregiver, and to ensure that the substitute caregivers must have the same level and ability of accompanying; When the best accompanying person cannot be found from the accompanying person information database for the patient's accompanying requirements, the patient's accompanying requirements are split and searched twice or more to find a suitable combination of accompanying persons, thereby realizing a multi-person accompanying mode.

4. The method for matching caregivers and patients based on artificial intelligence according to claim 3, characterized in that: When the patient's accompanying requirements are split and the accompanying personnel are found from the accompanying personnel information database, if the best combination cannot be found or there is no combination, the information of the missing matching accompanying personnel will be uploaded to the cloud service center, and the accompanying personnel of all hospitals in the city will be searched through the cloud service center to find the suitable accompanying personnel, and then the accompanying personnel will be temporarily deployed.

5. The method for matching caregivers and patients based on artificial intelligence according to claim 1, characterized in that: A temporary emergency accompanying module is established in the hospital matching server of each hospital, and the information of all accompanying personnel in the hospital is classified. The information of accompanying personnel who are capable of temporary emergency accompanying is included in a newly created temporary accompanying database. The patient information is first searched for a list of accompanying personnel information that are eligible for accompanying on the matching computer side, and then compared with the temporary accompanying database to check those in the temporary accompanying database in order to find suitable temporary accompanying personnel.

6. The method for matching caregivers and patients based on artificial intelligence according to claim 1, characterized in that: Every hospital is required to upload the schedule of accompanying personnel for the next day and the following week to the cloud service center every day, so that the cloud service center can deploy accompanying personnel according to the requirements of each hospital.

7. The method for matching caregivers and patients based on artificial intelligence according to claim 1, characterized in that: A basic accompanying section will be established in the inpatient department of each department of the hospital. Information of basic accompanying personnel will be searched from all the accompanying personnel information in the hospital, and the information of basic accompanying personnel will be included in the basic accompanying section of the department. For some patients who only need some basic accompanying, and one accompanying personnel can accompany multiple patients, the accompanying personnel information will be searched from the basic accompanying section for unified matching of all patients who need basic accompanying care.

8. An artificial intelligence-based matching system for caregivers and patients, characterized in that: include: Cloud service center: Establish a large-scale cloud service center for data management in the city. The cloud service center is equipped with a large-scale matching server and a backend service center connected to the matching server data. The matching server is equipped with a city-wide escort information database and matching model; A caregiver management system is established in all hospitals in the city that need caregivers. The caregiver management system includes a hospital matching server, a matching computer terminal corresponding to the inpatient department of each department, and a caregiver supervision device equipped in each inpatient room. A hospital matching server is established in the computer room of the hospital. The matching computer terminal set up in the inpatient department of each department is connected to the hospital matching server network through a network. Each of the caregiver supervision devices is connected to the corresponding matching computer terminal network through a wired or wireless network. Each hospital establishes its own caregiver information database and incorporates all caregiver information in the hospital into the caregiver information database. The hospital backs up a copy of all caregiver information included in the caregiver information database to the city-wide caregiver information database. The family collaborative care system establishes a family care module in the hospital matching server of the hospital. If the family has the time and ability to accompany the patient, the care conditions of the patient's family will be input into the family care module. If the family is not able to accompany the patient 24 hours a day, the hospital's caregiver information database will be used to find a caregiver suitable for the time period when the caregiver is unable to accompany the patient, and a dual care mode of family care combined with caregiver care will be implemented.

9. The artificial intelligence-based caregiver and patient matching system according to claim 8, characterized in that: An accompanying staff management module is established in the hospital matching server of each hospital. The accompanying staff management module is used to record each accompanying staff's daily working time period, leave time period and accompanying staff's substitute shift time period. When the best accompanying staff cannot be found from the accompanying staff information database for the patient's accompanying requirements, the patient's accompanying requirements are split and searched twice or more to find a suitable accompanying staff combination, thereby realizing a multi-person accompanying mode.

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