CN114724694B - Medical resource processing method and device and readable storage medium - Google Patents

Abstract

The embodiment of the present application discloses a medical resource processing method, device, and readable storage medium; the priority allocation weight of medical objects is generated by the object type and appointment time of medical objects in a medical object data set, so as to realize the multi-dimensional determination of different The priority of the medical object of the object type in resource allocation, adjust the resource allocation time of the medical object according to the priority allocation weight, and train the allocation model based on the amount of resources that can be allocated, the priority allocation weight and the adjusted resource allocation time, and get The allocation model of target medical resources, so as to determine the resource allocation time of the object to be divided, so as to allocate the target medical resources based on the resource allocation time; the above scheme determines the resource allocation of medical objects by measuring the appointment time and object type of medical objects Time, to achieve the balance between the resource demand of the medical objects to be allocated and the allocatable amount of the target medical resources, and improve the management and control of the target medical resources.

Description

Medical resource processing method, device and readable storage medium

technical field

The present invention relates to the field of computer technology, and in particular, to a medical resource processing method, device and readable storage medium.

Background technique

With the development of science and technology, there are more and more kinds of resources that people can enjoy. With the increasing demand for resources, it is difficult for relevant departments or resource suppliers to allocate resources in the management of resource supply and demand, and it is difficult to weigh the importance of resources among different resource demanders, so that some resource demanders cannot get real-time Resource allocation.

For example, when the related technology manages the allocation of medical resources, it adopts the strategy of "reservation first, see a doctor first". Specifically, online or offline appointments are made through relevant medical applications, and resources are allocated to users who need medical resources according to the appointment time. .

During the research and practice of the prior art, the inventors of the present invention found that in the prior art, the order of resource allocation is determined by the appointment time, which is not conducive to the medical department's service to patients in urgent need and to the treatment of patients in urgent need. The urgent need for medical resources, even if the medical department has an emergency department, due to the limited resources of the emergency department, it is difficult to allocate resources to patients in urgent need of resources, which is not conducive to the medical department's management and control of resources, and is not reliable.

SUMMARY OF THE INVENTION

The embodiments of the present application provide a medical resource processing method, device, and readable storage medium, which can solve the problem of determining the order of resource allocation by appointment time, which is not conducive to the medical department's service to patients in urgent need and the treatment of medical resources by patients in urgent need. urgently needed technical issues.

The embodiment of the present application provides a medical resource processing method, including:

acquiring a medical object data set within a preset time period, the medical object data set including a plurality of medical objects and the object type, appointment time and reserved target medical resources of each medical object;

generating a priority allocation weight for each of the medical objects according to the object type and appointment time of each of the medical objects;

Acquiring the allocatable resource amount of the target medical resource within a preset time period, and obtaining the resource allocation time of each of the medical objects within the preset time period;

Adjust the resource allocation time of each medical object according to the allocatable resource amount of the target medical resources and the priority allocation weight of each medical object, so as to obtain the adjusted resource allocation time of each medical object;

The preset resource allocation model is trained according to the amount of allocatable resources, the priority allocation weight and the adjusted resource allocation time to obtain the allocation model of the target medical resources, and the allocation model to be allocated is determined based on the allocation model of the target medical resources Resource allocation time for medical subjects;

The target medical resource is allocated to the medical object to be allocated based on the resource allocation time of the medical object to be allocated.

Correspondingly, the embodiment of the present application also provides a medical resource processing device, including:

a first acquiring unit, configured to extract a medical object data set within a preset time period, the medical object data set including a plurality of medical objects and the object type, appointment time and reserved target medical resources of each medical object;

a generating unit, configured to generate a priority allocation weight of each of the medical objects according to the object type and the appointment time of each of the medical objects;

a second acquiring unit, configured to acquire the amount of allocatable resources of the target medical resource within a preset period, and acquire the resource allocation time of each of the medical objects within the preset period;

An adjustment unit, configured to adjust the resource allocation time of each of the medical objects according to the amount of allocatable resources of the target medical resources and the priority allocation weight of each of the medical objects, so as to obtain the adjusted resources of each of the medical objects allocating time;

The determining unit is used for training the preset resource allocation model according to the amount of resources that can be allocated, the priority allocation weight and the adjusted resource allocation time, to obtain the allocation model of the target medical resources, and based on the allocation model of the target medical resources. The allocation model determines the resource allocation time of the medical objects to be allocated;

An allocation unit, configured to allocate the target medical resource to the medical object to be allocated based on the resource allocation time of the medical object to be allocated.

Correspondingly, the present application also provides a computer device, including a memory, a processor, and a computer program stored in the memory and running on the processor, wherein, when the processor executes the program, the implementation provided by the embodiments of the present application is implemented. Any of the steps in the medical resource processing method.

In addition, the embodiments of the present application also provide a computer-readable storage medium on which a computer program is stored, wherein when the computer program is executed by a processor, any one of the medical resource processing methods provided in the embodiments of the present application is implemented. step.

In this embodiment of the present application, a medical object data set within a preset time period can be acquired, and the medical object data set includes multiple medical objects and the object type, appointment time, and reserved target medical resources of each medical object; Object type and appointment time, generate the priority allocation weight of each medical object; obtain the amount of resources that can be allocated for the target medical resources within the preset time period, and obtain the resource allocation time of each medical object within the preset time period; according to the target medical resources Adjust the resource allocation time of each medical object according to the amount of allocatable resources and the priority allocation weight of each medical object, and obtain the adjusted resource allocation time of each medical object; The allocation time trains the preset resource allocation model to obtain the allocation model of the target medical resources, and determines the resource allocation time of the medical objects to be allocated based on the allocation model of the target medical resources; based on the resource allocation time of the medical objects to be allocated, the target medical Resources are allocated to the medical objects to be allocated. The scheme can generate the priority allocation weight of the corresponding medical objects when allocating resources according to the object type and the appointment time of the medical objects in the medical object data set, so as to realize the multi-dimensional determination of the priority of medical objects of different object types in the resource allocation. According to the priority allocation weight, the resource allocation time of the medical object is adjusted, and the preset resource allocation model is trained based on the amount of resources that can be allocated, the priority allocation weight and the adjusted resource allocation time, and the allocation model of the target medical resources is obtained, Thereby, the resource allocation time of the object to be divided is determined, and the target medical resources are allocated based on the resource allocation time; the above scheme determines the resource allocation time of the medical object by measuring the appointment time and the object type of the medical object, and achieves the medical treatment to be allocated. The balance between the resource demand of the object and the distributable amount of the target medical resource improves the management and control of the target medical resource and is reliable.

Description of drawings

In order to illustrate the technical solutions in the embodiments of the present application more clearly, the following briefly introduces the accompanying drawings used in the description of the embodiments. Obviously, the accompanying drawings in the following description are only some embodiments of the present invention. For those skilled in the art, other drawings can also be obtained from these drawings without creative effort.

1 is a schematic diagram of a scenario of a medical resource allocation system provided by an embodiment of the present application;

2 is a schematic flowchart of a medical resource processing method provided by an embodiment of the present application;

FIG. 3 is another schematic flowchart of a medical resource processing method provided by an embodiment of the present application;

FIG. 4a is a schematic structural diagram of a first embodiment of a medical resource processing apparatus provided by an embodiment of the present application;

FIG. 4b is a schematic structural diagram of a second embodiment of a medical resource processing apparatus provided by an embodiment of the present application;

FIG. 4c is a schematic structural diagram of a third embodiment of a medical resource processing apparatus provided by an embodiment of the present application;

FIG. 4d is a schematic structural diagram of a fourth embodiment of a medical resource processing apparatus provided by an embodiment of the present application;

FIG. 4e is a schematic structural diagram of a fifth embodiment of a medical resource processing apparatus provided by an embodiment of the present application;

FIG. 5 is a schematic structural diagram of a computer device provided by an embodiment of the present application.

Detailed ways

The technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application. Obviously, the described embodiments are only a part of the embodiments of the present invention, but not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without creative efforts shall fall within the protection scope of the present invention.

Embodiments of the present application provide a medical resource processing method, apparatus, and computer-readable storage medium. Specifically, the medical resource processing method in the embodiment of the present application may be performed by a computer device, where the computer device may be a terminal or a server and other devices, and the terminal may be a payment device, a mobile phone, a tablet computer, a notebook computer, a smart TV, a wearable A type of intelligent device, a personal computer (PC, Personal Computer), an industrial computer and other devices; the server may be an industrial computer or a commercial computer, etc., which is not specifically limited here.

The computer equipment can be used to allocate and manage resources, and this embodiment takes medical resources as an example. Specifically, under limited medical resources, in order to prioritize the allocation of medical resources to medical objects with urgent needs, the computer equipment may perform the following steps: acquire a medical object data set within a preset time period, and the medical object data set includes multiple Each medical object and the object type, appointment time and reserved target medical resources of each medical object; according to the object type and appointment time of each medical object, generate the priority allocation weight of each medical object; obtain the target within the preset time period The amount of allocatable resources of medical resources, and the resource allocation time of each medical object within the preset time period is obtained; the resource allocation of each medical object is adjusted according to the amount of allocatable resources of the target medical resources and the priority allocation weight of each medical object time to obtain the adjusted resource allocation time of each medical object; train the preset resource allocation model according to the amount of resources that can be allocated, the priority allocation weight and the adjusted resource allocation time to obtain the allocation model of the target medical resources, and based on the target The allocation model of medical resources determines the resource allocation time of the medical objects to be allocated; based on the resource allocation time of the medical objects to be allocated, the target medical resources are allocated to the medical objects to be allocated.

In this embodiment, in order to balance the amount of allocatable resources of the target medical resources and the timeliness of the medical object's demand for the target medical resources, so that the target medical resources can achieve the maximum utilization benefit, the target medical resources need to be preferentially allocated to a larger priority allocation weight The priority allocation weight is determined according to the object type and appointment time of the medical object. When evaluating the benefit of target medical resources, the benefit of resource allocation can be estimated based on the model. The representation of the resource benefit estimation model or allocation model is as follows:

，其中，H表示高优先级的医疗对象需求程度类型，L表示低优先级的医疗对象需求程度类型。T表示计划决策的连续时间段，t表示决策的天数或时段，该决策的天数可以理解为决策医疗对象的资源分配时间。

表示P类型需求程度的医疗对象的被安排到n天后接受资源的权重。

表示第t天到达的P类患者检查需求被安排到n天之后的患者数量。where P represents the set of object types of medical objects,

, where H represents the high-priority medical object demand degree type, and L represents the low-priority medical object demand degree type. T represents the continuous time period of planning decision-making, and t represents the number of days or periods of decision-making, and the number of days of decision-making can be understood as the resource allocation time for decision-making medical objects.

Indicates the weight of medical subjects who are scheduled to receive resources after n days of P-type needs.

Represents the number of patients whose examination needs of category P patients arriving on day t are scheduled to days after n days.

Further, when the resource benefit is constant, the resource allocation time of the medical object can be reversely deduced according to the resource benefit estimation model; specifically, when the resource benefit is constant or the maximum value is obtained, it is only necessary to determine the target medical resource within the preset time period. The resource allocation time of the medical object can be determined according to the priority allocation weight of the medical object when the allocated resource amount of the target medical resource is certain. It should be noted that the amount of resources that can be allocated for the target medical resources can be understood as the number of medical objects that can be allocated to a medical object within a preset unit time. The amount is equal to the number of medical objects allocated in the preset unit time; this embodiment takes the amount of allocatable resources of the target medical resources equal to the number of medical objects as an example, but the amount of allocable resources of the target medical resources can also be expressed in other quantitative ways , which is not limited here.

作为条件约束，

表示是在n天前到达并被安排到第t天接受检查服务的患者数量。其中，平衡约束条件如下：In order to balance the allocation of resources, a balance factor can be introduced

As a conditional constraint,

Represents the number of patients who arrived before n days and were scheduled to receive examination services on day t. Among them, the equilibrium constraints are as follows:

，其中，

。

,in,

.

表示产能， 则产能约束可具体如下： In order to achieve a balance between capacity and allocation in resource allocation, capacity constraints can be introduced.

represents the capacity, then the capacity constraint can be specified as follows:

，即相同类型需求程度的医疗对象的被安排到n天后接受资源的权重大于被安排到n+1天后接受资源的权重；

，被安排到n天后接受资源的高优先级对象类型的医疗对象的权重大于低优先级对象类型的医疗对象的权重。The resource benefit after resource allocation is estimated by the above method. When the resource utilization benefit is greater, the allocation strategy is better. It should be noted,

, that is, the weight of the medical objects with the same type of demand level to receive resources after being arranged for n days is greater than the weight of receiving resources after being arranged for n+1 days;

, the weight of the medical objects of the high-priority object type that is scheduled to receive the resource after n days is greater than the weight of the medical objects of the low-priority object type.

The embodiment of the present application provides a medical resource processing method, and the method can be executed by a terminal or a server, or can be executed by the terminal and the server separately or jointly.

Take the medical resource processing method being executed by the server as an example.

Specifically, referring to FIG. 1, FIG. 1 is a schematic diagram of a scenario of a resource allocation system provided by an embodiment of the present application, which includes two parts, and specifically includes: a back-end server 20 and a terminal 10, where the server 20 may be a single server or a terminal 10. A server cluster consisting of multiple servers can also be a server that provides specific data services, and the terminal 10 can enjoy the resource reservation service provided by the server. The reservation data generated on the terminal needs to be uploaded to the server for data processing. , management and storage. It should be noted that, in this embodiment, the terminal can be any individual terminal, such as a mobile phone, a computer, etc.; a single terminal can send resource reservation information to the resource management server 20, and multiple terminals can simultaneously send resources to resources The managed server sends resource reservation information.

Wherein, the server 20 corresponding to the target medical resource is used to obtain a medical object data set within a preset time period, and the medical object data set includes a plurality of medical objects and the object type, appointment time and reserved target medical resource of each medical object; According to the object type and appointment time of each medical object, the priority allocation weight of each medical object is generated; the amount of allocatable resources of the target medical resources within the preset time period is obtained, and the resource allocation of each medical object within the preset time period is obtained. Time; adjust the resource allocation time of each medical object according to the amount of allocatable resources of the target medical resources and the priority allocation weight of each medical object, and obtain the adjusted resource allocation time of each medical object; The weight and the adjusted resource allocation time are used to train the preset resource allocation model, and the trained target medical resource allocation model is obtained.

Wherein, when the terminal 10 sends the reservation information to the server 20, the implementation may be: log on the target medical resource management and control page of the server through the browser on the terminal 10, and input or select the relevant information on the target medical resource management and control page of the server. , to establish and save the reservation information of the target medical resource; you can also input or select the information of the relevant target medical resource through the target medical resource application installed on the terminal to generate the medical object's reservation information for the target medical resource; Use the terminal's voice function, SMS function and other reservation methods to generate reservation information for the target medical resources. Further, the terminal sends the reservation information generated in the above manner to the server, so that the server corresponding to the corresponding target medical resource performs storage, data processing, resource allocation and the like based on the received reservation information.

Further, after the server 20 of the resource supply platform corresponding to the target medical resource receives the resource reservation information sent from the terminal 10, the server 20 extracts the object type of the medical object, the reservation time and the target reserved by the medical object in the resource reservation information. For medical resources, the corresponding priority allocation weight is generated according to the object type and appointment time of the medical object, and based on the allocation model of the target medical resource, the target medical resource is input according to the current amount of allocatable resources and the priority allocation weight of the target medical resource The resource allocation time of the medical object to be allocated is obtained; thus, the target medical resource is allocated to the medical object to be allocated based on the resource allocation time of the medical object to be allocated.

It should be noted that the schematic diagram of the scenario of the resource allocation system of the terminal shown in FIG. 1 is only an example, and the resource allocation system and the scenario described in the embodiments of the present application are for the purpose of illustrating the technical solutions of the embodiments of the present application more clearly, not This constitutes a limitation on the technical solutions provided by the embodiments of the present application. Those of ordinary skill in the art know that with the evolution of the resource allocation system and the emergence of new business scenarios, the technical solutions provided by the embodiments of the present application are also applicable to similar technical problems. .

Each of them will be described in detail below. It should be noted that the description order of the following embodiments is not intended to limit the preferred order of the embodiments.

The embodiment of the present application provides a medical resource processing method, and the method can be executed by a terminal or a server, or can be executed jointly by a terminal and a server.

The embodiments of the present application are described by taking an example that the resource allocation method is executed by a server.

As shown in FIG. 2 , which is a flowchart of a resource allocation method provided by an embodiment of the present application, when a processor on a server executes a program corresponding to the resource allocation method, the specific process of the resource allocation method may be as follows:

Step 210: Acquire a medical object data set within a preset time period, where the medical object data set includes a plurality of medical objects and the object type, appointment time and reserved target medical resources of each medical object.

The medical object may be an individual or a collective, for example, the medical object may be an individual, an enterprise, a collective, a community, an institution, and the like. It should be noted that when the medical object is a group with multiple individuals, by operating the group as a unit, such as applying for or reserving resources, it can be understood that when applying for or reserving resources with the group as a unit, the reservation resources The demand for medical treatment is usually relatively large; for another example, when the collective is used as a unit for resource allocation and operation, the amount of medical resources required for multiple medical objects to be allocated in the collective needs to be used as the collective resource allocation amount.

The preset time period can be understood as historical time, such as the past 1 day, 7 days, 10 days, 30 days, etc., or the past 1 hour, 3 hours, 8 hours, 10 hours, etc. In addition, the preset time period It can also be morning, afternoon, evening, etc., which is not limited here. The medical object data set is medical object data within a preset time period. It can be understood that the medical objects in the medical object data set are objects that have been allocated target medical resources.

In this embodiment, by acquiring a medical object data set of a preset time period, multiple medical objects in the medical object data set are extracted, and the object type, appointment time and reserved target medical resources of each medical object are extracted to obtain the target medical resources. The data characteristics of medical objects within a preset time period are learned, so as to analyze the rationality of each medical object in resource allocation time according to these data characteristics.

The medical object data set is not limited to include the appointment time, object type, resource appointment quantity, medical object identity information, medical object label information, etc. corresponding to each medical object when reserving the target medical resource, which is not limited here. Among them, the target medical resource is the resource reserved or applied for by the medical object, such as physical examination project resources, drug resources, medical equipment resources, etc.; the object type can indicate that the medical resource platform determines the medical resource according to the symptoms filled in by the medical object or the timeliness of resource requirements. The degree of the object's demand for the target medical resources. The object type can be selected and set by the medical object, or the corresponding object type can be generated by the resource management platform according to the information of the object type input by the user, and the credit weight of the medical object can be combined with the user. The input information generates the corresponding object type, which can reflect the timeliness of the medical object's reservation of the target medical resource; the label information of the medical object can be the medical object's reservation of the target medical resource or the medical resource provider in the historical time. Information about other resources, the medical object label information can also reflect the resource usage and/or the resource usage efficiency of the medical object. In addition, it can be understood that the appointment time may be the time when the medical object reserves the target medical resource within a preset time period.

In some embodiments, obtaining a medical object data set within a preset time period includes:

Obtain resource application information for each medical object;

Analyze resource application information to obtain the reserved target medical resources, appointment time, resource demand timeliness and medical object identity information;

Find the corresponding credit weight according to the identity information of each medical object;

Generate the object type corresponding to the medical object according to the resource requirement timeliness and credit weight;

According to the object type of each medical object, the appointment time and the reserved target medical resource, a medical object data set within a preset period is established.

It should be noted that the credit weight reflects the credit of the medical object on the supply platform of the target medical resources, or reflects the credit of the medical object in various social activities, such as loan credit, material credit application, resource credit and other civil actions. Credit; specifically, the credit weight when applying for the target medical resource to the resource supply platform is generated through the credit record of the medical object, so as to determine the object type of the medical object according to the combination of the credit weight and the resource reservation time limit. Effectively prevent some personnel from maliciously occupying the target medical resources, or subjectively set the time limit for resource requirements in order to enjoy the resources first, resulting in inaccurate subsequent resource allocation, affecting the resource allocation progress of other personnel who urgently need resources, and is not conducive to resource allocation. Control.

In some embodiments, obtaining a medical object data set within a preset time period includes:

Obtain the resource application information corresponding to each medical object;

Analyze the resource application information corresponding to each medical object, and obtain the appointment time, resource requirement time limit and label information corresponding to each medical object when reserving the target medical resource, and the label information is the target medical resource of the medical object before the preset time period allocating record information;

Determine the resource aging adjustment parameters of each medical object according to the label information corresponding to each medical object when reserving the target medical resource;

Determine the object type of each medical object to the target medical resource according to the resource timeliness adjustment parameters of each medical object and the resource demand timeliness;

According to the appointment time, object type and reserved target resource of each medical object, a medical object data set within a preset period is established.

Specifically, when a medical object makes a reservation for a resource with a target medical resource supplier or a target medical resource supply platform, it usually applies or makes an appointment with the resource supplier or resource supply platform by filling in resource application information or resource reservation information. Since resources may include one or more types of resources, in order to speed up the time limit of resource allocation, medical objects can independently select relevant types of target medical resources through medical objects when applying for or reserving resources.

It should be noted that the resource demand time limit is the resource allocation time limit required by the medical object when reserving the target medical resource, which can reflect the urgency of the medical object for the target medical resource. The label information of the medical object is the resource usage record information of the medical object in the historical time. It should be noted that the resource usage record information can be the usage record information of the target medical resource or the usage record information of other resources; The medical object label information can determine the corresponding resource aging adjustment parameters, and determine the object type of the medical object.

Specifically, in some embodiments, the label information of the medical object can be obtained, the resource usage record of the medical object can be determined according to the label information, and the resource aging adjustment parameters of the medical object can be evaluated according to the resource usage record of the medical object. When resources are used, the corresponding medical resource usage record can be obtained according to the label information of the medical object. According to the medical resource usage record, the medical resource utilization status of the medical object in the historical time can be determined. The target medical resources are the same. On the one hand, when it is determined that the type of resources reserved by the medical object at the historical time is the same as that of the target medical resource, the physical state of the medical object can also be inferred based on the utilization of the medical resource, for example, whether the medical object has recovered or not is determined according to the appointment interval. Urgent follow-up visits to generate the correlation coefficient between the utilization of medical resources and the target medical resources; on the other hand, when it is determined that the type of resources reserved by the medical object in the historical time is different from the target medical resources, it is determined that the utilization of medical resources is related to the target medical resources. Correlations between medical resources to generate correlation coefficients. Further, a corresponding resource aging adjustment parameter is generated according to the correlation coefficient, so as to determine the object type of the medical object according to the resource aging adjustment parameter and the resource requirement aging independently input by the medical object.

In other embodiments, the label information of the medical object is obtained, the resource usage record of the medical object is determined according to the label information, and the resource aging adjustment parameter of the medical object is evaluated according to the resource usage record of the medical object. Corresponding medical resource usage records can be obtained according to the label information of the medical object. When it is detected that there is a usage record of the target medical resource in the resource usage record of the medical object, or when it is detected that there is a usage record of the same resource as the target medical resource in the resource usage record of the medical object, obtain the resource usage record of the medical object The object type of the corresponding target medical resource in , indicates that the medical object has a relatively strict timeliness for the target medical resource; therefore, determine the resource timeliness adjustment parameter of the medical object. distribution efficiency. Further, the current object type of the medical object is determined according to the resource aging adjustment parameter and the resource requirement aging.

It should be noted that, the object type may also be directly selected by the medical object, or determined by other methods equivalent or similar to the above embodiments.

Step 220: Generate a priority allocation weight for each medical object according to the object type and appointment time of each medical object.

The priority allocation weight reflects the timeliness of the medical object's demand for the target medical resource, and the priority order of the target medical resource supply platform when allocating the target medical resource to the medical object. In this embodiment, when determining the priority allocation weight of the medical object, it can be determined according to the appointment time and the object type; wherein, the object type can represent the time limit of the medical object's demand for the target medical resources, or reflect the current state of the medical object, When the current state of the medical object is an emergency state, the object type for the target medical resource is high demand, otherwise it is medium demand or low demand.

In some embodiments, step 220 may specifically include the following steps:

Determine the time priority coefficient of each medical object when allocating target medical resources according to the appointment time of each medical object;

Based on the object type of each medical object, obtain the object type priority coefficient of each medical object;

The priority allocation weight of each medical object when allocating target medical resources is generated according to the time priority coefficient and the object type priority coefficient.

In this embodiment, the time priority coefficient of each medical object is determined according to the appointment time of each medical object, which is mainly determined by the order of the appointment time, such as comparing the appointment time of the medical object with the medical object The appointment time of the same target medical resources is compared with other medical objects other than the same target medical resources to determine the order of appointment of medical objects relative to other objects, so as to sort the resource allocation of medical objects according to the appointment time, so as to realize the first appointment and first enjoyment, Ensure fairness in resource allocation. In addition, according to the object type of each medical object, the object type priority coefficient corresponding to each medical object can be obtained, for example, according to the object type of each medical object, the preset resource demand priority coefficient table is searched, and the object type priority coefficient is obtained; Another example is to compare the object type of each medical object with the object types of other medical objects other than the medical object for the same target, so as to determine the resource requirement time of the medical object relative to other objects, so as to obtain the object type for other objects. priority factor. Further, the priority allocation weight of each medical object is generated by combining the time priority coefficient and the demand priority coefficient of each medical object.

In some embodiments, step 220 may further specifically include the following steps:

Obtain the historical allocation record corresponding to the target medical resource, and the historical allocation record carries the waiting time of medical objects of different object types when waiting for resource allocation;

The priority allocation weight of each medical object is generated according to the appointment time of each medical object and the waiting time of the medical object of the corresponding object type in the historical allocation record.

Specifically, the historical allocation record may be the historical record of resource allocation of the target object or other objects other than the target object. It should be noted that the historical allocation record is the target resource allocation record before the preset period, which may be included in the When the target medical resources are allocated to medical objects of different object types, the waiting time for the medical objects of different object types to wait for resource allocation. In this embodiment, the waiting time for the medical object of the object type corresponding to the historical allocation record corresponding to the target medical resource is obtained, so as to determine the resource allocation for the medical object to request allocation of resources this time according to the resource reservation time and the waiting time The interval duration is used to generate the priority allocation weight of the medical object according to the resource allocation interval duration. In addition, the resource allocation history record of other objects can also be obtained. The resource allocation history record includes the waiting time for the target medical resource with the same type of object waiting for resource allocation. According to the waiting time of other objects and the resource reservation of the medical object The duration determines the resource allocation time of the medical object, and generates a priority allocation weight corresponding to the resource allocation time. The priority allocation weights of the medical objects are generated in the above manner, so that the target medical resources are allocated according to the priority allocation weights subsequently, the management of the resource allocation is improved, and the resource allocation is feasible.

Step 230: Acquire the allocatable resource amount of the target medical resource within the preset time period, and obtain the resource allocation time of each medical object within the preset time period.

It should be noted that the preset time period is the preset planning decision time, such as 1 hour, 6 hours, 1 day, 3 days, etc. This embodiment mainly allocates the target medical resources within the planning decision time, And meet the user's demand for target medical resources within the planning decision time. During the preset period, the number of target medical resources (allocable resources) is limited, but the number of medical objects to be allocated within the preset period is uncertain, and the number of medical objects to be allocated may be greater than The amount of allocatable resources of the target medical resources may also be less than the amount of allocable resources of the target medical resources. Therefore, in this embodiment, it is necessary to count the amount of allocatable resources of the target medical resources within a preset time period, and allocate according to the amount of allocable resources of the target medical resources within the preset time period.

It should be noted that, in some embodiments, the target medical resources within the preset period may be limited, and when the target medical resources within the period are requested by other objects to be allocated, the medical objects will usually be within the preset period. The triggering of the resource allocation request failed, or the resource allocation request could not be triggered. In this case, the resource allocation request can be triggered by waiting for the resource reply, or by the resource emergency caller. The number of target medical resources is not limited here.

In addition, since the preset time period may include the past preset historical time period, the current preset time period and the future preset time period, in this embodiment, the preset time period refers to the past preset historical time period, Then, the resource allocation time of each medical object within the preset time period is acquired, and the resource allocation time of each medical object is the time that has occurred in the past preset historical time period. In this embodiment, the resource allocation time of each medical object within a preset time period is obtained to know the resource allocation time of each medical object in the medical object data set in the past time period, so as to subsequently evaluate the rationality of the resource allocation time.

Step 240: Adjust the resource allocation time of each medical object according to the amount of allocatable resources of the target medical resources and the priority allocation weight of each medical object, so as to obtain the adjusted resource allocation time of each medical object.

After obtaining the resource allocation time of each medical object within the preset period, the allocation of target medical resources within the preset period may be based on the principle of "first come, first enjoyment", without considering the characteristics of the medical objects or the timeliness of demand For example, when the symptoms are more urgent, it is usually necessary to enjoy the target medical resources in time; and the queuing method based on "first come, first enjoy" may affect the demand of medical subjects with urgent needs for the target medical resources, and there is a possibility of aggravating the medical conditions of the medical subjects. risk. Therefore, in the preset time period, there may be a phenomenon that the resource allocation time for each medical object may be unreasonable.

In this embodiment, by determining the amount of allocatable resources of the target medical resource within the preset time period, medical objects are allocated based on the amount of allocatable resources of the target medical resource, and the priority allocation weight of each medical object is used as the The decision index of the allocation order of target medical resources. The priority allocation weight is generated according to the object type of the corresponding medical object and the appointment time when booking the target medical resource. The priority allocation weight can measure the medical object's demand for the target medical resource. The magnitude of the urgency of the need. Among them, when the reasonable allocation order of each medical object is determined according to the priority allocation weight of each medical object, the reasonable allocation order of each medical object can be determined according to the value of the priority allocation weight value when allocating target medical resources, such as The priority weight values of all medical objects are sorted by size. The larger the priority weight value of the medical object is, the higher the order of the target medical resources is, and the earlier the resource allocation time is.

In some embodiments, step 240 may specifically include the following steps:

Sort the priority allocation weights corresponding to all medical objects to obtain the allocation weight sequence of all medical objects;

According to the resource allocation time of each medical object, generate the historical allocation schedule of the allocated resources of the target medical resources within the preset period;

The resource allocation time corresponding to each medical object in the historical allocation timetable is adjusted according to the allocation weight sequence, and the adjusted resource allocation time of each medical object is obtained.

In this embodiment, after the corresponding priority allocation weight is obtained according to the object type and appointment time of each medical object in the medical object data set in the preset period, the priority allocation weight of each medical object is sorted by size to obtain a predetermined Set the distribution weight sequence of all assigned medical objects in the time period, the distribution weight sequence is the sorting result of the weight value of each assigned medical object, if the target medical resources are allocated according to the order of each medical object in the assigned weight sequence, the It makes the allocation of target medical resources more suitable for the needs of medical objects, and realizes that the limited target medical resources are preferentially allocated to medical objects with more urgent needs, which can achieve greater benefits of the target medical resources.

In this embodiment, the resource allocation time of the allocated medical objects within the preset time period is sorted according to the order of the allocation time, so as to obtain the actual historical allocation schedule of the target medical resources with a fixed amount of resources that can be allocated within the preset time period , the historical allocation schedule can include the time information of each medical object allocated to the target medical resource within the preset period, and according to the historical allocation schedule, it can be determined that each medical object in the preset period is actually allocated to the target medical resource. allocation order.

Further, the actual resource allocation time of each allocated medical object in the historical allocation schedule is adjusted according to the weight priority order of each allocated medical object in the allocation weight sequence within the preset time period, so as to obtain the adjusted resource allocation time. Table; the adjusted resource allocation timetable is a reasonable allocation timetable when the target medical resources are allocated to each allocated medical object within a preset period, and the adjusted resource allocation timetable includes the adjustment of each allocated medical object The adjusted resource allocation time is the ideal resource allocation time for each allocated medical object within the preset time period. Within a preset period, if target medical resources are allocated according to the adjusted resource allocation time of each medical object, the limited target medical resources can be preferentially allocated to medical objects with more urgent needs, which is more suitable for the needs of medical objects. Greater benefits of target medical resources can be achieved.

In some embodiments, step 240 may specifically include the following steps:

Establish a resource allocation timetable according to the resource allocation time of all medical objects, and the resource allocation timetable includes the resource allocation time sequence of all medical objects within a preset period;

Sort the priority allocation weights of all medical objects to obtain the allocation weight sequence of all medical objects, so as to determine the allocation order of each medical object in the allocation weight sequence;

When it is detected that the resource allocation time sequence of at least one resource medical object in the resource allocation schedule is different from the corresponding allocation sequence in the allocation weight sequence, pre-arrange the allocatable resource amount of the target medical resource to a preset time period, and obtain Timetable for the allocation of target medical resources within a preset period;

According to the allocation order of each medical object is mapped to the allocation schedule, an adjusted resource allocation time set is obtained, and the resource allocation time set includes the adjusted resource allocation time of each medical object.

In this embodiment, the priority allocation weights of all medical objects within a preset time period are sorted to determine the number of times each medical object is allocated in the sorting; and a resource allocation schedule for all medical objects within the preset time period is established, The resource allocation timetable can determine the time sequence of resource allocation for all medical objects within a preset period; and detect whether the time sequence of resource allocation for each medical object in the resource allocation timetable matches or is the same as the number of allocations in the weighting sorting, and if it does not match At the same time, according to the preset resource allocation rules, for example, according to the preset resource allocation interval, the target medical resources are allocated to the preset time period, and the allocation timetable of the target medical resources within the preset time period is obtained. The distribution timetable includes multiple equal resource allocation intervals. The distribution timetable is a timetable for allocating target medical resources to any medical object. The allocation of target medical resources according to the resource allocation interval can ensure that each medical Subjects have fairness in the time they enjoy medical resources.

Further, according to the allocation order of each medical object is mapped to the allocation schedule, an adjusted resource allocation time set is obtained, and the adjusted resource allocation time set is an ideal resource allocation time set, including each Adjusted resource allocation time for medical subjects. Within a preset period, if target medical resources are allocated according to the adjusted resource allocation time of each medical object, the limited target medical resources can be preferentially allocated to medical objects with more urgent needs, which is more suitable for the needs of medical objects. Greater benefits of target medical resources can be achieved.

The above embodiments are ways of determining the resource allocation time of a medical object. When implementing this embodiment, one or more of the above embodiments can be selected and combined with other method steps. It should be noted that the same or similar manners as the above-mentioned embodiments still belong to the protection scope of this embodiment.

Step 250: Train the preset resource allocation model according to the amount of allocatable resources, the priority allocation weight and the adjusted resource allocation time to obtain the allocation model of the target medical resources, and determine the allocation model of the medical object to be allocated based on the allocation model of the target medical resources. Resource allocation time.

In this embodiment, after obtaining the adjusted resource allocation time of each medical object within the preset time period, the amount of allocable resources of the target medical resources in the preset time period and the priority of each medical object within the preset time period can be used. The preset resource allocation model is trained by the allocation weight and the adjusted resource allocation time of each medical object within the preset time period. Specifically, the resource allocation model is a pre-trained machine learning model, and the machine learning model can be any allocation model with a data mapping relationship. The training mode in which the resource allocation model is trained is the learning mode of the model, and the training process specifically includes the following steps:

Input the amount of allocatable resources and the priority allocation weight of each medical object into the preset resource allocation model, and control the preset resource allocation model to output the predicted resource allocation time corresponding to each medical object;

Comparing the predicted resource allocation time corresponding to each medical object with the adjusted resource allocation time corresponding to each medical object to obtain a comparison result;

According to the comparison result, the parameters in the preset resource allocation model are adjusted until the prediction accuracy of the preset resource allocation model reaches the predetermined accuracy, and the allocation model of the target medical resources is obtained.

In the training process of the allocation model of the target medical resources, the allocation model of the target medical resources in the preset period of time and the priority allocation weight of each medical object in the preset period are used as the input data of the model, so that the allocation model outputs each The predicted resource allocation time for each medical object; after obtaining the predicted resource allocation time for each medical object output by the model, compare the predicted resource allocation time corresponding to each medical object with the adjusted resource allocation time corresponding to the medical object , and a comparison result is obtained, and the comparison result may be the time difference or percentage between the predicted resource allocation time and the adjusted resource allocation time. Further, compare the value corresponding to the comparison result with the preset data threshold. For example, taking the time difference as the comparison result as an example, compare the time difference with the preset time difference threshold, and when the time difference is greater than the preset time When the difference threshold is reached, the parameters in the preset resource allocation model are adjusted, and then model training is continued until the prediction accuracy of the preset resource allocation model reaches the predetermined accuracy, and the preset accuracy can be understood as: the predicted resources output by the model The difference between the allocation time and the adjusted resource allocation time is less than a preset time difference threshold. After training, the prediction accuracy of the preset resource allocation model can reach the predetermined accuracy, and then the allocation model of the target medical resources can be obtained.

The allocation model of the target medical resources is obtained through the training of the above-mentioned embodiment, and the resource allocation time of the medical objects to be allocated in the future can be determined based on the allocation model of the target medical resources. When determining the resource allocation time of the medical objects to be allocated in the future, the Input the allocatable resource amount of the target medical resource and the priority allocation weight of the medical object to be allocated, and the allocation model of the target medical resource will output the corresponding resource allocation time. It should be noted that when inputting the amount of allocatable resources of the target medical resources, it needs to be determined according to the planning decision time, for example, according to the planning decision time equal to the aforementioned preset time period, and the planning decision time is determined according to the planning decision time. It is determined by setting the time period. If the subsequent planning decision time is 10 days, it is necessary to use the 10-day (preset time period) medical object data set to train the preset resource allocation model. After training the allocation model of the target medical resources based on the priority allocation weight obtained from the medical object data set for 10 days (preset time period), the amount of resources that can be allocated for 10 days, and the adjusted resource allocation time of each allocated medical object, then in In the next allocation of target medical resources, 10 days are usually selected as the planning decision-making time, so as to allocate resources based on the amount of allocatable resources of the target medical resources within the planning decision-making time. Further, if you want to change the next planning decision-making time, you need to use the relevant data obtained from the medical object datasets in other preset time periods for training. If you need to change the planning decision-making time to 7 days, you need to use 7 days (preset The distribution model of target medical resources is obtained by training the relevant data obtained from the medical object data set within the time period). This embodiment can improve the feasibility of the method for processing medical resources, and improve the convenience of allocation of target medical resources in the future.

In this embodiment, after the allocation model of the target medical resources is obtained by training, the resource reservation information of each medical object to be allocated is obtained, and the resource reservation information includes the object type of each medical object to be allocated, the reservation time and the reserved Target medical resources; generate the priority allocation weight of each medical object to be allocated according to the object type and appointment time of each medical object to be allocated; obtain the allocated resources of the target medical resources at the planning decision time; assign the target medical resources at the planning decision time The amount of allocatable resources and the priority allocation weight of each medical object to be allocated are input into the trained allocation model of target medical resources, and the resource allocation time of each medical object to be allocated is obtained.

Step 260: Allocate the target medical resources to the medical objects to be allocated based on the resource allocation time of the medical objects to be allocated.

In this embodiment, the resource allocation time may be the actual allocation time for allocating the target medical resource to the medical object, and may also be the reference time for allocating the target medical resource to the medical object. In the process of allocating target medical resources, the process of allocating resources is not limited to: resource allocation, resource call allocation, resource replenishment allocation, etc., which are not limited here.

In some embodiments, step 260 may specifically include the following steps:

Obtain the allocation progress of the target medical resources allocated to the medical objects to be allocated;

When it is detected that the time corresponding to the allocation progress of the target medical resource is later than the resource allocation time of the medical object to be allocated, the resource allocation time of the medical object to be allocated is updated, and the target medical resource is allocated to the to-be-allocated based on the updated resource allocation time medical object.

Specifically, the allocation progress can be the progress of allocating the target medical resources to a plurality of medical objects, which can reflect the order in which the target medical resources are allocated to the medical objects and the order in which they are to be allocated to other objects, and the allocation of the target medical resources to the medical objects. actual time. The allocation progress can be understood as the process that the target medical resource is currently used and/or being used by other objects, or the target medical resource is in a busy state and needs to wait for the target medical resource to allocate the medical object or other objects when it is idle. Through the allocation progress of the target medical resources, the time of the medical object in the allocation progress can be obtained, and it can be estimated whether the time of the medical object in the allocation progress is later than the resource allocation time of the medical object. Time in the allocation progress, compare the time of the medical object in the allocation progress with the resource allocation time of the medical object to determine whether the medical object's time in the allocation progress is later than the resource allocation time; you can also assign the medical object's resource allocation time by comparing the medical object's time in the allocation progress The time is mapped to the time axis in the allocation progress. By reading the time information on the time axis, it is determined whether the time of the medical object in the allocation progress matches the resource allocation time. If it does not match, the time of the medical object in the allocation progress is determined. Whether it is later than the resource allocation time; it should be noted that the time of the medical object in the allocation progress is the actual time when the allocation target medical resources are allocated to the medical object. It should be noted that when detecting whether the time of the medical object in the allocation progress is later than the resource allocation time, the resource allocation time of the medical object can be updated according to the time of the medical object in the allocation progress, and based on the updated resource allocation time, the target Medical resources are allocated to medical subjects.

In this embodiment, in order to allow the medical objects to be allocated to the target medical resources as soon as possible and avoid the negative impact of the delay of the target medical resources on the medical objects, when it is estimated that the time of the allocation progress of the medical objects is later than the time of resource allocation, the The resource allocation time of the medical object is updated to the time of the medical object in the allocation progress, so that the actual resource allocation time of the medical object is earlier than the time of the original allocation progress, which is reliable.

In some embodiments, step 260 may further specifically include the following steps:

Obtain the current allocation progress of target medical resources;

According to the current progress of the target medical resources, estimate whether the resource allocation time of the medical objects to be allocated is delayed;

When it is estimated that the resource allocation time of the medical object to be allocated is delayed, find the emergency strategy corresponding to the target medical resource; detect whether there is the same resource as the target medical resource;

When the same resource as the target medical resource is detected, the same resource as the target medical resource is called according to the emergency strategy, and the assignable medical resource is obtained;

Allocate allocatable medical resources to the medical objects to be allocated.

It should be noted that the current allocation progress of the target medical resources may be the progress of allocating the target medical resources to multiple medical objects, which can reflect the order in which the target medical resources are allocated to the medical objects and the order in which they are to be allocated to other objects, as well as the allocation order. The actual time from the target medical resource to the medical object. According to the current allocation progress of the target medical resource, it is estimated whether the resource allocation time of the target medical resource is delayed, and the implementation method is not limited to: obtaining the time length of the target medical resource occupied by other objects whose target medical resources have been allocated, according to the occupation target of other objects. The duration of medical resources estimates the waiting time of medical objects in the allocation progress. According to the waiting time, it is estimated whether the resource allocation time of medical objects may be delayed. When it is estimated that the resource allocation time of medical objects is delayed, use Emergency strategy, which can be used to call other mitigation resources or increase other channels for target medical resources; for ease of understanding, target medical resources are taken as the first resource path, and other mitigation resources or other channels for target medical resources are used as targets The second resource path of the medical resource, which can be used to relieve the resource allocation pressure of the first resource path when the resource allocation is delayed; the same resource as the target medical resource in the above embodiment belongs to the resource of the second resource path.

In step 260, resource allocation to medical objects can be achieved through the above embodiments, which can meet the needs of different object types for target medical resources, improve resource management and control, enhance resource utilization efficiency, and have reliability.

It can be seen from the above that the embodiment of the present application can obtain a medical object data set within a preset time period, and the medical object data set includes a plurality of medical objects and the object type, appointment time and reserved target medical resources of each medical object; According to the object type and appointment time of each medical object, the priority allocation weight of each medical object is generated; the amount of allocatable resources of the target medical resources within the preset time period is obtained, and the resource allocation time of each medical object within the preset time period is obtained; Adjust the resource allocation time of each medical object according to the amount of allocatable resources of the target medical resources and the priority allocation weight of each medical object, and obtain the adjusted resource allocation time of each medical object; The adjusted resource allocation time trains the preset resource allocation model to obtain the allocation model of the target medical resources, and determines the resource allocation time of the medical objects to be allocated based on the allocation model of the target medical resources; based on the resource allocation time of the medical objects to be allocated , allocate the target medical resources to the medical objects to be allocated. The scheme can generate the priority allocation weight of the corresponding medical objects when allocating resources according to the object type and the appointment time of the medical objects in the medical object data set, so as to realize the multi-dimensional determination of the priority of medical objects of different object types in the resource allocation. According to the priority allocation weight, the resource allocation time of the medical object is adjusted, and the preset resource allocation model is trained based on the amount of resources that can be allocated, the priority allocation weight and the adjusted resource allocation time, and the allocation model of the target medical resources is obtained, Thereby, the resource allocation time of the object to be divided is determined, and the target medical resources are allocated based on the resource allocation time; the above scheme determines the resource allocation time of the medical object by measuring the appointment time and the object type of the medical object, and achieves the medical treatment to be allocated. The balance between the resource demand of the object and the distributable amount of the target medical resource improves the management and control of the target medical resource and is reliable.

According to the methods described in the above embodiments, the following examples will be used for further detailed description.

In this embodiment, a medical resource processing method is provided. The method may be executed by a terminal or a server, or may be executed jointly by a terminal and a server. This embodiment is described by taking the method being executed by a server as an example.

As shown in FIG. 3 , which is another schematic flowchart of a resource allocation method provided by an embodiment of the present application, when a processor on a server executes a program corresponding to the resource allocation method, the specific flow of the resource allocation method may be as follows:

For ease of understanding, this embodiment takes a resource allocation method for medical resources as an example. In this embodiment, the medical object may be an individual patient or a group that has demands for medical resources, and the target medical resources may be medical resource items such as physical examination, disease diagnosis, and preoperative examination.

Step 301: Acquire a medical object data set within a preset time period. The medical object data set includes a plurality of allocated medical objects and the object type, appointment time and reserved target medical resources of each allocated medical object.

Step 302: Generate a priority allocation weight of each allocated medical object according to the object type and appointment time of each allocated medical object.

Step 303: Acquire the amount of allocatable resources of the target medical resource within the preset time period, and obtain the resource allocation time of each allocated medical object within the preset time period.

Step 304: Adjust the resource allocation time of each allocated medical object according to the amount of allocatable resources of the target medical resources and the priority allocation weight of each allocated medical object, and obtain the adjusted resource allocation time of each allocated medical object.

Step 305: Train the preset resource allocation model according to the amount of allocatable resources, the priority allocation weight and the adjusted resource allocation time to obtain the allocation model of the target medical resources.

Step 306: Receive resource reservation information of each medical object to be allocated, where the resource reservation information includes the time limit of resource demand, reservation time and target medical resources used for each medical object to be allocated.

The resource reservation information of each medical object to be allocated may further include the reservation time, the time limit of resource demand, the identity information of the medical object, the label information and the reserved target medical resource. There is no limitation here.

Step 307: Determine the object type of each medical object to be allocated according to the time limit of resource demand in the resource reservation information of each medical object to be allocated.

In some embodiments, when the resource reservation information includes the reservation time, the time limit of resource requirements, the identity information of the medical object, and the reserved target medical resource, the corresponding credit weight can be searched according to the identity information of each medical object to be allocated, and The object type corresponding to the to-be-allocated medical object is generated according to the resource requirement time limit and the credit weight.

In some embodiments, when the resource reservation information includes the reservation time, the time limit of resource requirements, the label information of the medical object, and the reserved target medical resource, it is determined according to the label information corresponding to each medical object to be allocated when reserving the target medical resource. Resource aging adjustment parameters of each to-be-allocated medical object, and the object type of each to-be-allocated medical object to the target medical resource is determined according to the resource aging adjustment parameters of each to-be-allocated medical object and the resource demand aging.

Step 308: Generate a priority allocation weight for each medical object according to the object type and appointment time of each medical object to be allocated.

Step 309: Acquire the allocatable resource amount of the target medical resource within the planning decision time.

Step 310: Input the priority allocation weight of each medical object to be allocated, the amount of allocatable resources of the target medical resource within the planning decision-making time into the allocation model of the trained target medical resource, and obtain the resource allocation time of each medical object to be allocated .

Step 311: Allocate target medical resources to each medical object to be allocated based on the resource allocation time of each medical object to be allocated.

As can be seen from the above, the embodiment of the present application can generate the priority allocation weight of the corresponding medical object when allocating resources according to the object type and the appointment time of the medical object in the medical object data set, so as to realize the multi-dimensional determination of medical objects of different object types. The priority in resource allocation, adjust the resource allocation time of the medical object according to the priority allocation weight, and train the preset resource allocation model based on the amount of resources that can be allocated, the priority allocation weight and the adjusted resource allocation time, and get the target The allocation model of medical resources; thereby receiving the resource reservation information of each medical object to be allocated, to generate the priority allocation weight of each medical object to be allocated, and then determining each medical object to be allocated according to the allocation model of the trained target medical resources The resource allocation time of the target medical resource is allocated based on the resource allocation time; the above scheme determines the resource allocation time of the medical object by measuring the appointment time and object type of the medical object, so as to meet the resource requirements of the medical object to be allocated. The balance between the distributable amounts of target medical resources improves the management and control of target medical resources and is reliable.

In this embodiment, by taking the resource allocation method of medical resources as an example, the target medical resources are allocated through the implementation steps or processes described in the above embodiments. It should be noted that each step in the above embodiment is only one embodiment of the medical resource processing method provided in this application, and resource allocation can also be performed through other embodiments described in this application, or through the same method as the embodiment of this application. resource allocation in other implementation manners, which is not limited here.

For example, as shown in FIG. 4a, FIG. 4a is a schematic structural diagram of a first embodiment of a resource allocation apparatus provided by an embodiment of the present application, and the resource allocation apparatus may include a first obtaining unit 410, a generating unit 420, and a second obtaining unit 430, the adjustment unit 440, the determination unit 450 and the allocation unit 460 are as follows:

The first obtaining unit 410 is configured to obtain a medical object data set within a preset time period, where the medical object data set includes a plurality of medical objects and the object type, appointment time and reserved target medical resources of each medical object;

The generating unit 420 is used for generating the priority allocation weight of each medical object according to the object type and the appointment time of each medical object;

The second obtaining unit 430 is configured to obtain the allocatable resource amount of the target medical resource within the preset time period, and obtain the resource allocation time of each medical object within the preset time period;

An adjustment unit 440, configured to adjust the resource allocation time of each medical object according to the amount of allocatable resources of the target medical resources and the priority allocation weight of each medical object, so as to obtain the adjusted resource allocation time of each medical object;

The determining unit 450 is used to train the preset resource allocation model according to the amount of allocatable resources, the priority allocation weight and the adjusted resource allocation time to obtain the allocation model of the target medical resources, and determine the allocation model based on the allocation model of the target medical resources to be allocated Resource allocation time for medical subjects;

The allocation unit 460 is configured to allocate target medical resources to the medical objects to be allocated based on the resource allocation time of the medical objects to be allocated.

In some embodiments, the first obtaining unit 410 includes:

The first obtaining subunit is used to obtain the resource application information of each medical object;

The first parsing subunit is used for parsing the resource application information to obtain the reserved target medical resource, the appointment time, the time limit of resource demand and the identity information of the medical object;

a first search subunit, used to search for the corresponding credit weight according to the identity information of each medical object;

a first generating subunit, configured to generate an object type corresponding to the medical object according to the resource requirement timeliness and credit weight;

The first establishing subunit is used for establishing a medical object data set within a preset time period according to the object type, appointment time and reserved target medical resources of each medical object.

In some embodiments, the obtaining unit 510 is further specifically configured to: obtain resource application information corresponding to each medical object; analyze the resource application information corresponding to each medical object, and obtain the corresponding resource application information corresponding to each medical object when reserving the target medical resource Appointment time, resource requirement timeliness, and label information, the label information is the target medical resource allocation record information of the medical object before the preset time period; according to the label information corresponding to each medical object when reserving the target medical resource, determine each medical object's Resource aging adjustment parameters; determine the object type of each medical object to the target medical resources according to the resource aging adjustment parameters of each medical object and the resource demand aging; establish according to the appointment time, object type and reserved target resources of each medical object A dataset of medical subjects within a preset time period.

In some embodiments, referring to FIG. 4b, the generating unit 420 includes:

The first determination subunit 421 is used to determine the time priority coefficient of each medical object when allocating target medical resources according to the appointment time of each medical object;

The first obtaining subunit 422 is used to obtain the object type priority coefficient of each medical object based on the object type of each medical object;

The generating subunit 423 is configured to generate, according to the time priority coefficient and the object type priority coefficient, the priority allocation weight of each medical object when the target medical resource is allocated.

In some embodiments, the generating unit 420 is further specifically configured to: obtain a historical allocation record corresponding to the target medical resource, and the historical allocation record carries the waiting time of medical objects of different object types when waiting for resource allocation; The appointment time and the waiting time of the medical object of the corresponding object type in the historical allocation record generate the priority allocation weight of each medical object.

In some embodiments, referring to FIG. 4c, the adjustment unit 440 includes:

The sorting subunit 441 is used to sort the priority allocation weights corresponding to all medical objects to obtain the allocation weight sequence of all medical objects;

establishing a subunit 442 for establishing a historical allocation schedule of the amount of allocatable resources of the target medical resource within a preset time period according to the resource allocation time of each medical object;

The adjustment subunit 443 is configured to adjust the resource allocation time corresponding to each medical object in the historical allocation schedule according to the allocation weight sequence, and obtain the adjusted resource allocation time of each medical object.

In some embodiments, the adjustment unit 440 is further specifically configured to: establish a resource allocation timetable according to the resource allocation time of all medical objects, and the resource allocation timetable includes the resource allocation time sequence of all medical objects within a preset period; The priority allocation weights are sorted according to the priority allocation weights, and the allocation weight sequence of all medical objects is obtained to determine the allocation order of each medical object in the allocation weight sequence; the resource allocation time order of at least one resource medical object in the resource allocation schedule is detected. When the corresponding allocation order in the allocation weight sequence is different, pre-arrange the amount of allocatable resources of the target medical resources to the pre-set time period to obtain the allocation schedule of the target medical resources within the pre-set time period; The allocation order of the objects is mapped to the allocation schedule, and an adjusted resource allocation time set is obtained, and the resource allocation time set includes the adjusted resource allocation time of each medical object.

In some embodiments, referring to FIG. 4d, the determining unit 450 may further include:

The training subunit 451 is specifically used to input the amount of resources that can be allocated and the priority allocation weight of each medical object into the preset resource allocation model, and control the preset resource allocation model to output the predicted resource allocation time corresponding to each medical object; The predicted resource allocation time corresponding to each medical object is compared with the adjusted resource allocation time corresponding to each medical object, and a comparison result is obtained; the parameters in the preset resource allocation model are adjusted according to the comparison result until the preset resource allocation model reaches The prediction accuracy reaches the predetermined accuracy, and the distribution model of the target medical resources is obtained.

The second determining subunit 452 is configured to determine the resource allocation time of the medical object to be allocated based on the allocation model of the target medical resource.

In some embodiments, referring to FIG. 4e, the allocation unit 460 may further include:

The second obtaining subunit 461 is used to obtain the allocation progress of the target medical resources allocated to the medical objects to be allocated;

The update subunit 462 is used to update the resource allocation time of the medical object to be allocated when it is detected that the time corresponding to the allocation progress of the target medical resource is later than the resource allocation time of the medical object to be allocated;

The allocation subunit 463 is configured to allocate the target medical resource to the medical object to be allocated based on the updated resource allocation time.

In some embodiments, allocating unit 460 may also include:

The acquisition subunit is used to acquire the current allocation progress of the target medical resources;

The estimation subunit is used to estimate whether the resource allocation time of the medical object to be allocated is delayed according to the current progress of the target medical resources;

The search sub-unit is used to search for the emergency strategy corresponding to the target medical resource when it is estimated that the resource allocation time of the medical object to be allocated is delayed;

The detection subunit is used to detect whether there is the same resource as the target medical resource;

The calling subunit is used to call the same resource as the target medical resource according to the emergency strategy when the same resource as the target medical resource is detected to obtain the assignable medical resource;

The allocation subunit is used to allocate the allocatable medical resources to the medical objects to be allocated.

It can be seen from the above that in this embodiment of the present application, a medical object data set within a preset period can be obtained through the first obtaining unit 410, and the medical object data set includes a plurality of medical objects and the object type, appointment time and appointment time of each medical object. The target medical resource; the generating unit 420 generates the priority allocation weight of each medical object according to the object type and the appointment time of each medical object; the second obtaining unit 430 obtains the distributable resource amount of the target medical resource within the preset time period, and obtain the resource allocation time of each medical object within the preset time period; adjust the resource allocation time of each medical object by adjusting unit 440 according to the distributable resource amount of the target medical resource and the priority allocation weight of each medical object, and obtain each medical object. Adjusted resource allocation time for each medical object; the determining unit 450 trains the preset resource allocation model according to the amount of resources that can be allocated, the priority allocation weight and the adjusted resource allocation time, to obtain the allocation model of the target medical resources, and based on the target The allocation model of medical resources determines the resource allocation time of the medical objects to be allocated; the allocation unit 460 allocates the target medical resources to the medical objects to be allocated based on the resource allocation time of the medical objects to be allocated. The scheme can generate the priority allocation weight of the corresponding medical objects when allocating resources according to the object type and the appointment time of the medical objects in the medical object data set, so as to realize the multi-dimensional determination of the priority of medical objects of different object types in the resource allocation. According to the priority allocation weight, the resource allocation time of the medical object is adjusted, and the preset resource allocation model is trained based on the amount of resources that can be allocated, the priority allocation weight and the adjusted resource allocation time, and the allocation model of the target medical resources is obtained, Thereby, the resource allocation time of the object to be divided is determined, and the target medical resources are allocated based on the resource allocation time; the above scheme determines the resource allocation time of the medical object by measuring the appointment time and the object type of the medical object, and achieves the medical treatment to be allocated. The balance between the resource demand of the object and the distributable amount of the target medical resource improves the management and control of the target medical resource and is reliable.

The technical solutions involved in the above units are the same as those of the medical resource allocation method provided in the previous embodiment, and the relevant description of the specific implementation can be found in the previous embodiment, which will not be repeated here.

An embodiment of the present application provides a computer device. Referring specifically to FIG. 5 , it shows a schematic structural diagram of the computer device involved in the embodiment of the present application. The structure of the computer device is as follows:

The computer device may include a processor 501 of one or more processing cores, a memory 502 of one or more computer-readable storage media, a power supply 503 and an input unit 504 and other components. Those skilled in the art can understand that the computer device structure shown in FIG. 5 does not constitute a limitation on the computer device, and may include more or less components than the one shown, or combine some components, or arrange different components. in:

The processor 501 is the control center of the computer equipment, uses various interfaces and lines to connect various parts of the entire computer equipment, runs or executes the software programs and/or units stored in the memory 502, and invokes the software programs stored in the memory 502. Data, perform various functions of computer equipment and process data, so as to conduct overall monitoring of computer equipment. Optionally, the processor 501 may include one or more processing cores; preferably, the processor 501 may integrate an application processor and a modem processor, wherein the application processor mainly processes the operating system, user interface, and application programs, etc. , the modem processor mainly deals with wireless communication. It can be understood that, the above-mentioned modulation and demodulation processor may not be integrated into the processor 501 .

The memory 502 can be used to store software programs and units, and the processor 501 executes various functional applications and data processing by running the software programs and units stored in the memory 502 . The memory 502 may mainly include a storage program area and a storage data area, wherein the storage program area may store an operating system, an application program required for at least one function (such as a sound playback function, a video playback function, etc.), etc.; Data created by the use of computer equipment, etc. Additionally, memory 502 may include high-speed random access memory, and may also include non-volatile memory, such as at least one magnetic disk storage device, flash memory device, or other volatile solid state storage device. Accordingly, memory 502 may also include a memory controller to provide processor 501 access to memory 502 .

The computer equipment also includes a power supply 503 for supplying power to various components. Preferably, the power supply 503 can be logically connected to the processor 501 through a power management system, so as to manage charging, discharging, and power consumption management functions through the power management system. Power source 503 may also include one or more DC or AC power sources, recharging systems, power failure detection circuits, power converters or inverters, power status indicators, and any other components.

The computer device may also include an input unit 504 that may be used to receive input numerical or character information and generate keyboard, mouse, joystick, optical, or trackball signal input related to user settings and functional control.

Although not shown, the computer device may also include a display unit and the like, which will not be described herein again. Specifically, in this embodiment, the processor 501 in the computer device loads the executable files corresponding to the processes of one or more application programs into the memory 502 according to the following instructions, and the processor 501 executes them and stores them in the memory 502. The application program in the memory 502, thereby realizing various functions, as follows:

When the computer device is a server, the processor 501 may execute: acquiring a medical object data set within a preset time period, where the medical object data set includes multiple medical objects and the object type, appointment time and reserved target medical resources of each medical object ; According to the object type and appointment time of each medical object, generate the priority allocation weight of each medical object; obtain the amount of allocatable resources of the target medical resources within the preset time period, and obtain the resources of each medical object within the preset time period Allocation time; adjust the resource allocation time of each medical object according to the amount of allocatable resources of the target medical resources and the priority allocation weight of each medical object, and obtain the adjusted resource allocation time of each medical object; The allocation weight and the adjusted resource allocation time are trained on the preset resource allocation model to obtain the allocation model of the target medical resources, and the resource allocation time of the medical objects to be allocated is determined based on the allocation model of the target medical resources; Resource allocation time, allocate the target medical resources to the medical objects to be allocated.

For details of the above operations, reference may be made to the foregoing embodiments, which will not be repeated here.

The application also provides a computer program product or computer program, the computer program product or computer program comprising computer instructions stored in a computer-readable storage medium. The processor of the computer device reads the computer instructions from the computer-readable storage medium, and the processor executes the computer instructions, so that the computer device executes the resource allocation methods provided in the various optional implementations in the foregoing embodiments.

The embodiments of the present application provide a computer-readable storage medium, in which a computer program is stored, and the computer program can be loaded by a processor to execute steps in any medical resource processing method provided by the embodiments of the present application. For example, the computer program may perform the following steps:

Obtain a medical object dataset within a preset period. The medical object dataset includes multiple medical objects and the object type, appointment time and reserved target medical resources of each medical object; according to the object type and appointment time of each medical object , generate the priority allocation weight of each medical object; obtain the amount of allocatable resources of the target medical resources within the preset period, and obtain the resource allocation time of each medical object within the preset period; according to the amount of the target medical resources allocable resources and the priority allocation weight of each medical object to adjust the resource allocation time of each medical object to obtain the adjusted resource allocation time of each medical object; according to the amount of resources that can be allocated, the priority allocation weight and the adjusted resource allocation time The resource allocation model is trained to obtain the allocation model of the target medical resources, and based on the allocation model of the target medical resources, the resource allocation time of the medical objects to be allocated is determined; based on the resource allocation time of the medical objects to be allocated, the target medical resources are allocated to the medical objects to be allocated. medical object.

Wherein, the computer-readable storage medium may include: a read only memory (ROM, Read Only Memory), a random access memory (RAM, Random Access Memory), a magnetic disk or an optical disk, and the like.

Since the instructions stored in the computer-readable storage medium can execute the steps in any of the medical resource processing methods provided by the embodiments of the present application, any medical resource processing methods provided by the embodiments of the present application can be implemented. For the beneficial effects that can be achieved by the method, refer to the foregoing embodiments for details, which will not be repeated here.

The medical resource processing method, device, computer equipment, and computer-readable storage medium provided by the embodiments of the present application have been described in detail above. Specific examples are used in this paper to illustrate the principles and implementations of the present invention. The description of the example is only used to help understand the method of the present invention and its core idea; at the same time, for those skilled in the art, according to the idea of the present invention, there will be changes in the specific embodiment and the scope of application. In summary, The contents of this specification should not be construed as limiting the present invention.

Claims (8)

1. a medical resource processing method, is characterized in that, comprises: acquiring a medical object data set within a preset time period, the medical object data set including a plurality of medical objects and the object type, appointment time and reserved target medical resources of each medical object; generating a priority allocation weight for each of the medical objects according to the object type and appointment time of each of the medical objects; Acquiring the allocatable resource amount of the target medical resource within a preset time period, and obtaining the resource allocation time of each of the medical objects within the preset time period; Adjust the resource allocation time of each medical object according to the allocatable resource amount of the target medical resources and the priority allocation weight of each medical object, so as to obtain the adjusted resource allocation time of each medical object; The preset resource allocation model is trained according to the amount of allocatable resources, the priority allocation weight and the adjusted resource allocation time to obtain the allocation model of the target medical resources, and the allocation model to be allocated is determined based on the allocation model of the target medical resources Resource allocation time for medical subjects; Allocate the target medical resource to the medical object to be allocated based on the resource allocation time of the medical object to be allocated; The generating the priority allocation weight of each of the medical objects according to the object type and the appointment time of each of the medical objects, including: Obtaining a historical allocation record corresponding to the target medical resource, where the historical allocation record carries the waiting time lengths of medical objects of different object types when waiting for resource allocation; generating the priority allocation weight of each medical object according to the appointment time of each medical object and the waiting time of the medical object of the corresponding object type in the historical allocation record; Adjusting the resource allocation time of each of the medical objects according to the amount of allocatable resources of the target medical resources and the priority allocation weight of each of the medical objects, to obtain the adjusted resource allocation time of each of the medical objects, include: Sort the priority allocation weights corresponding to all medical objects to obtain the allocation weight sequence of all medical objects; generating a historical allocation schedule of the amount of allocatable resources of the target medical resource within a preset period according to the resource allocation time of each medical object; The resource allocation time corresponding to each medical object in the historical allocation timetable is adjusted according to the allocation weight sequence to obtain the adjusted resource allocation time for each medical object. 2. The method according to claim 1, characterized in that, according to the object type and appointment time of each of the medical objects, generating a priority allocation weight for each of the medical objects, comprising: Determine the time priority coefficient of each of the medical objects when allocating the target medical resources according to the appointment time of each of the medical objects; Based on the object type of each of the medical objects, obtain the object type priority coefficient of the medical object; The priority allocation weight of each medical object when allocating the target medical resource is generated according to the time priority coefficient and the object type priority coefficient. 3 . The method according to claim 1 , wherein the resource allocation time of each of the medical objects is adjusted according to the amount of allocatable resources of the target medical resources and the priority allocation weight of each of the medical objects. 4 . , to obtain the adjusted resource allocation time of each medical object, including: Create a resource allocation timetable according to the resource allocation time of all medical objects, and the resource allocation timetable includes the resource allocation time sequence of all medical objects within a preset time period; Sorting the priority allocation weights of all medical objects to obtain the allocation weight sequence of all medical objects, so as to determine the allocation order of each medical object in the allocation weight sequence; When it is detected that the resource allocation time sequence of at least one of the medical objects in the resource allocation schedule is different from the corresponding allocation sequence in the allocation weight sequence, pre-arranging the allocatable resource amount of the target medical resource Distributing to the preset time period to obtain the allocation schedule of the target medical resources within the preset time period; According to the allocation order of each medical object is mapped to the allocation schedule, an adjusted resource allocation time set is obtained, and the resource allocation time set includes the adjusted resource allocation time of each medical object. 4. The method according to any one of claims 1-3, wherein the preset resource allocation model is trained according to the amount of allocatable resources, the priority allocation weight and the adjusted resource allocation time, to obtain The distribution model of the target medical resources, including: Inputting the amount of allocatable resources and the priority allocation weight of each medical object into a preset resource allocation model, and controlling the preset resource allocation model to output the predicted resource allocation time corresponding to each of the medical objects; Comparing the predicted resource allocation time corresponding to each of the medical objects with the adjusted resource allocation time corresponding to each of the medical objects to obtain a comparison result; The parameters in the preset resource allocation model are adjusted according to the comparison result until the prediction accuracy of the preset resource allocation model reaches a predetermined accuracy, and the target medical resource allocation model is obtained. 5. The method according to claim 4, wherein the allocating the target medical resource to the medical object to be allocated based on the resource allocation time of the medical object to be allocated comprises: Obtain the allocation progress of the target medical resource allocation to the medical object to be allocated; When it is detected that the time corresponding to the allocation progress of the target medical resource is later than the resource allocation time of the medical object to be allocated, the resource allocation time of the medical object to be allocated is updated, and based on the updated resource allocation time The target medical resource is allocated to the medical object to be allocated. 6. The method according to claim 4, wherein, allocating the target medical resource to the medical object to be allocated based on the resource allocation time of the medical object to be allocated comprises: obtaining the current allocation progress of the target medical resource; Estimate whether the resource allocation time of the medical object to be allocated is delayed according to the current progress of the target medical resource; When it is estimated that the resource allocation time of the medical object to be allocated is delayed, search for an emergency strategy corresponding to the target medical resource; detecting whether there is a resource identical to the target medical resource; When the same resource as the target medical resource is detected, call the same resource as the target medical resource according to the emergency strategy to obtain an assignable medical resource; Allocating the allocatable medical resource to the medical subject. 7. A medical resource processing device, comprising: a first acquiring unit, configured to extract a medical object data set within a preset time period, the medical object data set including a plurality of medical objects and the object type, appointment time and reserved target medical resources of each medical object; a generating unit, configured to generate a priority allocation weight of each of the medical objects according to the object type and the appointment time of each of the medical objects; a second acquiring unit, configured to acquire the amount of allocatable resources of the target medical resource within a preset period, and acquire the resource allocation time of each of the medical objects within the preset period; An adjustment unit, configured to adjust the resource allocation time of each of the medical objects according to the amount of allocatable resources of the target medical resources and the priority allocation weight of each of the medical objects, so as to obtain the adjusted resources of each of the medical objects allocating time; The determining unit is used for training the preset resource allocation model according to the amount of resources that can be allocated, the priority allocation weight and the adjusted resource allocation time, to obtain the allocation model of the target medical resources, and based on the allocation model of the target medical resources. The allocation model determines the resource allocation time of the medical objects to be allocated; an allocation unit, configured to allocate the target medical resource to the medical object to be allocated based on the resource allocation time of the medical object to be allocated; The generating unit includes: a first determining subunit for determining the time priority coefficient of each medical object when assigning target medical resources according to the appointment time of each medical object; a first acquiring subunit for determining the time priority coefficient of each medical object based on each medical The object type of the object, to obtain the object type priority coefficient of each medical object; the generating subunit is used to generate the priority allocation weight of each medical object when allocating target medical resources according to the time priority coefficient and the object type priority coefficient; The adjustment unit includes: a sorting sub-unit for sorting the priority allocation weights corresponding to all medical objects to obtain the allocation weight sequence of all the medical objects; establishing a sub-unit for establishing a preset according to the resource allocation time of each medical object The historical allocation schedule of the distributable resources of the target medical resources within the time period; the adjustment subunit is used to adjust the resource allocation time corresponding to each medical object in the historical allocation schedule according to the allocation weight sequence, and obtain the adjusted value of each medical object. Resource allocation time. 8. A computer-readable storage medium having stored thereon a computer program, wherein the computer program, when executed by a processor, implements the steps of the method according to any one of claims 1-6.

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