First-aid medical resource allocation management method, management system, medium and product

Abstract

The invention relates to the technical field of resource allocation management, in particular to a first-aid medical resource allocation management method and system, a medium and a product, and the method comprises the steps: obtaining call-for-help appeal information, and determining first-aid preparation information based on the call-for-help appeal information, the first-aid preparation information comprising a first-aid route and first-aid vehicle-mounted resources; carrying out patient receiving and transporting based on the first-aid preparation information, and collecting real-time road condition information, patient sign information and patient medical history information in the receiving and transporting process; adjusting a first-aid route based on the real-time road condition information and the physical sign information of the patient, and recording receiving and transporting driving information; real-time hospital rescue resource information is acquired, and on-site medical resources and resource preparation time are determined based on the real-time hospital rescue resource information, the patient sign information and the patient medical history information; on-site preparation information is determined based on the on-site medical resources and the resource preparation time. According to the invention, rationality and accuracy in a first-aid medical resource allocation process can be improved, so that a patient can be ensured to be timely and effectively rescued.

Description

Technical Field

[0001] The present application relates to the technical field of resource allocation management, and in particular to an emergency medical resource allocation management method, management system, medium and product. Background Art

[0002] In modern society, the allocation and management of emergency medical resources is a vital task that is directly related to the life safety and medical quality of patients. However, the distribution of emergency medical resources is often uneven. For example, in some areas or time periods, emergency medical resources may be relatively abundant, while in other areas or emergency situations, emergency medical resources may be seriously insufficient. This imbalance may lead to a decrease in emergency response speed, which may affect the effectiveness of emergency treatment.

[0003] In addition, during the first aid process, the accuracy and timeliness of patient information are also crucial to treatment. However, due to poor information transmission or imperfect information systems, relevant first aid personnel may not be able to obtain the patient's key information in a timely manner, and may not be able to adjust the corresponding first aid medical resources in a timely manner, which may lead to a low degree of adaptability between the allocated first aid medical resources and the patient's actual needs, which may affect the first aid effect. Summary of the invention

[0004] In order to improve the rationality and accuracy of the emergency medical resource allocation process, thereby ensuring that patients receive timely and effective care, the present application provides an emergency medical resource allocation management method, management system, medium and product.

[0005] In the first aspect, the present application provides an emergency medical resource allocation management method, which adopts the following technical solution: A method for managing allocation of emergency medical resources, comprising: Acquire distress call information, and determine emergency preparation information based on the distress call information, wherein the emergency preparation information includes an emergency route and emergency on-board resources, and the emergency on-board resources include an ambulance type and on-board medical resources; Transporting the patient based on the emergency preparation information, and collecting real-time road condition information, patient vital sign information, and patient medical history information during the transportation process; Adjusting the emergency route based on the real-time road condition information and the patient's vital sign information, and recording the transportation travel information; Acquire real-time hospital rescue resource information, and determine on-site medical resources and resource preparation time based on the real-time hospital rescue resource information, the patient's vital sign information, and the patient's medical history information; On-site preparation information is determined based on the on-site medical resources and the resource preparation time.

[0006] By adopting the above technical solution, by analyzing the distress call information, it is convenient to quickly and accurately determine the best emergency route and on-board resources, so that the emergency medical resources that should be provided for the patient's emergency situation are available before departure. In addition, by planning the emergency route and on-board resources in advance, it is convenient to improve the response time and avoid response delays caused by insufficient medical resources or improper route planning. In the process of transporting patients, by analyzing the road condition information in real time, it is convenient to dynamically adjust the emergency route planned in advance, so as to ensure that the ambulance can quickly and safely reach the patient's location and smoothly send the patient to the hospital. In addition, by analyzing the patient's status and medical history information in real time during the transportation process, it is convenient to more accurately judge the patient's condition and make corresponding emergency preparations in advance. By preparing on-site medical resources in advance, it is convenient to ensure that the patient receives the most appropriate medical care in the shortest time. By reasonably allocating medical resources in the three stages of before departure, during transportation and after arrival, it is convenient to ensure that the patient receives timely and effective care.

[0007] In one possible implementation, the method further includes: Obtain dynamic resource allocation information corresponding to each rescue request in real time. The dynamic resource allocation information includes emergency resources corresponding to different emergency stages, including before departure, during transportation, and after arrival. Based on a preset resource conversion mapping relationship, the dynamic resource allocation information corresponding to each distress request information is quantized to obtain a dynamic resource value group corresponding to each dynamic resource allocation information, wherein the preset resource conversion mapping relationship is a correspondence relationship between the dynamic resource allocation information and the dynamic resource value group; Determine a corresponding resource integration ring based on each dynamic resource value group, and bind each resource integration ring with the corresponding rescue request information to obtain an integrated binding relationship; The distress location of each distress call information in the area to be managed is identified, and each resource integration ring is superimposed on the virtual image corresponding to the area to be managed based on the integrated binding relationship to obtain a dynamic resource allocation map.

[0008] By adopting the above technical solution, by quantifying the dynamic resource allocation information corresponding to each call for help information, it is convenient to intuitively view the situation of medical resources required for different emergency stages, and then by mapping the quantification processing results into a resource integration ring, it is convenient to intuitively view the changes between the medical resources required for different emergency stages. In addition, by superimposing the resource integration rings corresponding to all the call for help information obtained in the area to be managed into the simulation image, the relevant dispatching personnel can intuitively view the distribution of emergency medical resources, thereby facilitating timely and effective dispatch of medical resources.

[0009] In one possible implementation, the process of determining the on-site medical resources corresponding to the target distress call information includes: Determine resource integration ring change information of the target distress call information within a preset time period from the dynamic resource allocation graph, wherein the resource integration ring change information includes a resource integration ring size corresponding to each moment; Identify the persistent integration ring and the maximum integration ring corresponding to the resource integration ring transformation information; Based on the dynamic resource allocation information corresponding to the persistent integration ring, the dynamic resource allocation information corresponding to the maximum integration ring and a preset resource weight ratio, the on-site medical resources corresponding to the target distress call information are determined.

[0010] By adopting the above technical solution, by comprehensively considering the final on-site medical resources from two aspects: the continuity of the demand for emergency medical resources and the peak value of the required emergency medical resources, it is convenient to improve the adaptability between on-site medical resources and the actual situation of patients, that is, it is convenient to ensure that patients receive timely and effective rescue while avoiding waste of medical resources.

[0011] In a possible implementation, target dynamic resource allocation information and target dynamic resource value corresponding to the target distress request information are obtained, and the target resource type contained in the target resource allocation information is identified; Determine a classified dynamic resource value corresponding to each target resource type based on the target dynamic resource value group; Determining a dynamic resource data axis based on each target resource type and a classified dynamic resource value corresponding to each target resource type; Based on the preset floating interval corresponding to each target resource type, abnormal resources are determined from the dynamic resource data axis, and the abnormal resources are fed back.

[0012] By adopting the above technical solution, by constructing a dynamic resource data axis, it is convenient to intuitively view the dynamic changes of each category of dynamic resources in the target dynamic resource allocation information, so that relevant managers can grasp the distribution and flow of each category of dynamic resources. In addition, based on the preset floating range corresponding to each target resource type, it is convenient to automatically detect and identify abnormal resources, thereby helping relevant managers to take timely measures to adjust the allocation of emergency medical resources to avoid waste or shortage of resources.

[0013] In a possible implementation, determining abnormal resources from the dynamic resource data axis based on a preset floating interval corresponding to the target resource type includes: When the target resource type is the first type, determining whether the classified dynamic resource value corresponding to the target resource type exceeds the corresponding preset floating interval, and if so, determining that the dynamic resource corresponding to the classified dynamic resource value is an abnormal resource; When the target resource type is the second type, determine whether the classified dynamic resource value corresponding to the target resource type exceeds the corresponding preset floating interval. If so, count the number of times the preset floating interval is exceeded and the duration of each excess. When the number of excesses is higher than the preset number, or the cumulative duration of the excess is higher than the preset duration, determine that the dynamic resource corresponding to the classified dynamic resource value is an abnormal resource.

[0014] By adopting the above technical solution, by classifying the target resources into different types and applying different judgment criteria to different types, it is possible to more accurately identify which resources are abnormal, rather than using fixed judgment criteria to determine abnormal situations, thereby facilitating improving the pertinence and effectiveness of the resource management process.

[0015] In a possible implementation, adjusting the emergency route based on the real-time traffic information and the patient's vital sign information includes: Determine potential accident information based on the real-time traffic information, and determine a predicted affected road section based on the potential accident information, wherein the potential accident information includes a predicted processing time and a predicted impact range of the potential accident; Determine a predicted traffic jam section based on the real-time traffic information; Determine a predicted road section of interest based on the patient's vital sign information, wherein the predicted road section of interest includes predicted features of interest, and the predicted features of interest include uphill and downhill; The emergency route is adjusted based on the predicted affected road section, the predicted congested road section and the predicted concerned road section.

[0016] By adopting the above technical solution, real-time traffic information is analyzed to determine the predicted affected sections containing potential accidents and the predicted congested sections with serious traffic jams, so as to plan detour routes in advance and avoid delays caused by emergency vehicles getting stuck in accident sections, thereby shortening the time required for transportation. In addition, based on the patient's vital signs information, uphill or downhill sections that may affect the stability of the emergency vehicle and the safety of the patient are determined, so as to prepare safety measures such as anti-skid, deceleration, and detour in advance to ensure safety during the patient transportation process.

[0017] In a second aspect, the present application provides a management system, which adopts the following technical solution: A management system, the management system comprising: at least one processor; Memory; At least one application, wherein the at least one application is stored in a memory and configured to be executed by at least one processor, and the at least one application is configured to: execute the above-mentioned emergency medical resource allocation management method.

[0018] In a third aspect, the present application provides a computer-readable storage medium, which adopts the following technical solution: A computer-readable storage medium includes: a computer program that can be loaded by a processor and execute the above-mentioned emergency medical resource allocation management method.

[0019] In a fourth aspect, the present application provides a computer program product, which adopts the following technical solution: A computer program product includes a computer program, and when the computer program is executed by a processor, the emergency medical resource allocation management method is implemented.

[0020] In summary, the present application includes at least one of the following beneficial technical effects: By analyzing the distress call information, it is convenient to quickly and accurately determine the best emergency route and on-board resources, so that the emergency medical resources that should be available for the patient's emergency situation can be prepared before departure. In addition, by planning the emergency route and on-board resources in advance, it is convenient to improve the response time and avoid response delays caused by insufficient medical resources or improper route planning. In the process of transporting patients, by analyzing the road conditions in real time, it is convenient to dynamically adjust the emergency route planned in advance, so as to ensure that the ambulance can quickly and safely reach the patient's location and smoothly send the patient to the hospital. In addition, by analyzing the patient's condition and medical history information in real time during the transportation process, it is convenient to more accurately judge the patient's condition and make corresponding emergency preparations in advance. By preparing on-site medical resources in advance, it is convenient to ensure that the patient receives the most appropriate medical care in the shortest time. By reasonably allocating medical resources in the three stages of before departure, during transportation and after arrival, it is convenient to ensure that the patient receives timely and effective care.

[0021] By quantifying the dynamic resource allocation information corresponding to each distress call information, it is convenient to intuitively view the medical resources required for different emergency stages, and then by mapping the quantification results into a resource integration ring, it is convenient to intuitively view the changes in medical resources required for different emergency stages. In addition, by superimposing the resource integration rings corresponding to all distress call information obtained in the area to be managed into the simulation image, the relevant dispatching personnel can intuitively view the distribution of emergency medical resources, thereby facilitating timely and effective dispatch of medical resources. BRIEF DESCRIPTION OF THE DRAWINGS

[0022] Figure 1 It is a flowchart of an emergency medical resource allocation management method in an embodiment of the present application; Figure 2 It is a schematic diagram of a process for determining a dynamic resource allocation diagram in an embodiment of the present application; Figure 3It is a structural diagram of a management system in an embodiment of the present application. DETAILED DESCRIPTION

[0023] The following is combined with Figures 1 to 3 This application is described in further detail.

[0024] After reading this specification, those skilled in the art may make non-creative modifications to this embodiment as needed, but such modifications are protected by patent law as long as they are within the scope of the claims of this application.

[0025] In order to make the purpose, technical solution and advantages of the embodiments of the present application clearer, the technical solution in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments are part of the embodiments of the present application, not all of the embodiments. Based on the embodiments in the present application, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of this application.

[0026] It should be noted that in the optional embodiments of the present application, the object information and other related data involved, when the embodiments in the present application are applied to specific products or technologies, need to obtain the permission or consent of the object, and the collection, use and processing of the relevant data need to comply with the relevant laws, regulations and standards of the relevant countries and regions. In other words, if the embodiments of the present application involve data related to the object, it needs to be obtained with the authorization and consent of the object, the authorization and consent of the relevant departments, and in compliance with the relevant laws, regulations and standards of the country and region. If personal information is involved in the embodiments, the acquisition of all personal information needs to obtain the consent of the individual. If sensitive information is involved, the separate consent of the information subject needs to be obtained. The embodiments also need to be implemented with the authorization and consent of the object.

[0027] Specifically, the embodiment of the present application provides an emergency medical resource allocation management method, which is executed by a management system, and the management system can be a server or a terminal device, wherein the server can be an independent physical server, or a server cluster or distributed system composed of multiple physical servers, or a cloud server that provides cloud computing services. The terminal device can be a smart phone, a tablet computer, a laptop computer, a desktop computer, etc., but is not limited thereto. The terminal device and the server can be directly or indirectly connected via wired or wireless communication, and the embodiment of the present application does not limit this.

[0028] refer to Figure 1 , Figure 1 : is a flowchart of an emergency medical resource allocation management method in an embodiment of the present application, the method includes steps S110 to S150, wherein: Step S110: Acquire the distress call information, and determine the emergency preparation information based on the distress call information. The emergency preparation information includes the emergency route and the emergency on-board resources. The emergency on-board resources include the type of ambulance and the on-board medical resources.

[0029] Specifically, in the field of medical emergency, the call for help information generally refers to the descriptive information of the patient, or other persons related to the patient, when making a medical emergency call. The call for help information includes, but is not limited to, the patient's basic information, the description of the patient's condition or injury, and the patient's location. The patient's basic information may be the patient's gender and age, the description of the patient's condition or injury may be the patient's current main symptoms or injuries, such as difficulty breathing, bleeding, chest pain, etc. The patient's location should be as detailed as possible, for example, the specific house number, floor, room number, etc. should be provided, so that the relevant emergency personnel can accurately locate the patient.

[0030] Emergency preparation information includes but is not limited to emergency routes and emergency on-board resources. The emergency route must be planned according to the best driving route of the hospital and the patient's location to ensure that the ambulance can quickly arrive at the scene and safely transfer the patient to the hospital for rescue. Emergency on-board resources include but are not limited to the types of emergency vehicles and on-board medical resources. The types of emergency vehicles include transport ambulances, monitoring ambulances and negative pressure ambulances. Transport ambulances are suitable for patients with relatively stable conditions. The ambulance has a spacious interior and stable driving, which is suitable for long-distance transportation. Monitoring ambulances are suitable for patients with serious conditions who need continuous monitoring and treatment. The ambulance is equipped with electrocardiographs, ventilators, defibrillators and other medical equipment, which can monitor the patient's vital signs in real time and provide necessary treatment. Negative pressure ambulances are suitable for the transportation of patients with infectious diseases or suspected infectious diseases. The ambulance is equipped with a negative pressure device to effectively prevent the spread of viruses or bacteria. On-board medical resources refer to medical staff with corresponding qualifications and experience, including doctors, nurses and medical rescuers. Different distress call information corresponds to different first aid preparation information. After obtaining the distress call information, the first aid preparation information corresponding to the different distress call information can be determined based on a preset first aid mapping relationship. The first aid preparation information can also be determined based on the historical experience of relevant first aid personnel. Among them, the preset first aid mapping relationship is the correspondence between the distress call information and the first aid preparation information, which can be determined by relevant first aid personnel based on historical first aid data and uploaded to the management system. The specific content of the preset first aid mapping relationship is not specifically limited in the embodiments of the present application.

[0031] Step S120: transporting the patient based on the emergency preparation information, and collecting real-time road condition information, patient vital sign information, and patient medical history information during the transportation process.

[0032] Specifically, the relevant ambulances and medical personnel are dispatched according to the determined emergency preparation information, and the patients are transported according to the planned optimal driving route. The transportation of patients includes the first trip from the hospital to the patient's location and the second trip from the patient's location to the hospital. Real-time traffic information must be collected in both the first trip and the second trip, and the driving route is adjusted based on the real-time traffic information, so as to plan detour routes in advance and reduce driving time. The patient's vital signs information is the vital signs information collected by the medical equipment carried on the ambulance or the relevant medical personnel on board after the patient is lifted to the ambulance, including but not limited to blood pressure, pulse, respiration, etc. The patient's medical history information can be described by the patient himself or by relevant family members. The patient's medical history information can be the current medical history, past history, family history, allergy history, vaccination history, etc. By understanding the patient's medical history information, relevant medical personnel can make more accurate diagnosis and treatment decisions.

[0033] Step S130: Adjust the emergency route based on the real-time traffic information and the patient's vital signs information, and record the transportation driving information.

[0034] Specifically, since the transportation of patients includes a first trip from the hospital to the patient's location and a second trip from the patient's location to the hospital, when facing the first trip, the emergency route is adjusted only based on real-time traffic information, for example, predicting potential accidents and traffic jams, etc., and making detour preparations in advance to quickly reach the patient's location. When facing the second trip, the patient's vital signs information needs to be considered at the same time. For example, when the patient's vital signs information is unstable, uneven roads can be avoided as much as possible. In order to ensure safety during the transportation of patients, the emergency route is adjusted based on real-time traffic information and patient vital signs information, which can specifically include: Determine potential accident information based on real-time traffic information, and determine predicted affected road sections based on the potential accident information, the potential accident information includes the predicted processing time and predicted impact range of the potential accident; determine predicted traffic jam sections based on real-time traffic information; determine predicted sections of interest based on patient vital signs information, the predicted sections of interest include predicted features of interest, and the predicted features of interest include uphill and downhill; adjust the emergency route based on the predicted affected sections, predicted traffic jam sections, and predicted sections of interest.

[0035] Specifically, real-time traffic information can be obtained through road safety warning systems, traffic monitoring systems, etc. The real-time traffic information includes but is not limited to vehicle speed, road congestion, traffic accident alarm information, etc. By analyzing the real-time traffic information, it is easy to identify the predicted affected sections and traffic jam sections where potential accidents may exist in the emergency route. Among them, potential accidents can be traffic accidents, vehicle failures, weather hazards, construction hazards, etc., and historical traffic accident data can be analyzed to understand the laws, characteristics and influencing factors of different potential accidents, and an accident prediction model can be constructed and trained based on historical traffic accident data. The real-time traffic information can be imported into the accident prediction model to obtain the potential accident information and predicted traffic jam sections corresponding to the real-time road condition information. The construction and training methods of the accident prediction model are not specifically limited in the embodiments of the present application, as long as the potential accident sections and traffic jam sections that the emergency route may face in the future can be predicted.

[0036] The traffic simulation model can be used to simulate the predicted processing time and predicted impact range corresponding to potential accidents in the emergency route. The simulation makes it easy to intuitively view the predicted impact range after a potential accident in the emergency route. The predicted impact range is related to the predicted processing time. The larger the predicted impact range, the longer the corresponding predicted processing time. The traffic simulation model can be constructed based on the road condition information corresponding to the predicted affected section. In addition, external factors such as weather, traffic control, and holidays may affect the preset processing time. Therefore, when using the traffic simulation model for simulation, external factors such as weather, traffic control, and holidays need to be considered at the same time.

[0037] Patient vital signs information includes physiological indicators such as heart rate, respiratory rate, and blood pressure, which can reflect the patient's physical state and health status during the transportation process. Patient vital signs information is crucial for assessing the safety and comfort of patients during transportation. For example, by analyzing the changes in the patient's heart rate, it is easy to understand the patient's nervousness, and by analyzing the patient's respiratory rate and blood pressure, it is easy to understand the patient's overall health status. When there are predicted attention features in the emergency route, it may cause discomfort to the patient or aggravate his condition. The predicted attention features can be uphill and downhill, and the corresponding predicted attention sections are uphill sections and downhill sections. In the predicted attention sections, the braking effect, vehicle speed, etc. may change, which may increase the bumps of the vehicle. For patients in poor physical condition, this bump may cause discomfort or aggravate their condition, so they need to detour in advance. By analyzing and determining the predicted impact sections containing potential accidents, the predicted congestion sections with more serious traffic jams, and the predicted attention sections containing predicted attention features, it is convenient to take safety measures such as anti-skid, deceleration, and detour in advance.

[0038] The transportation driving information includes the location and driving speed of the ambulance at each moment in the process of transporting patients. Based on the transportation driving information, the time required for the ambulance to travel from the current location to the hospital can be predicted.

[0039] Step S140: Acquire real-time hospital rescue resource information, and determine on-site medical resources and resource preparation time based on the real-time hospital rescue resource information, patient vital sign information, and patient medical history information.

[0040] Step S150: Determine on-site preparation information based on on-site medical resources and resource preparation time.

[0041] Specifically, the hospital's rescue resource information includes department usage, operating room usage, ward usage, rescue personnel resources, and rescue medical supplies. On-site medical resources are used for reception. The patient corresponding to the distress call information is used to provide timely and effective assistance to the patient. Since the possible illness conditions obtained in the distress call information are relatively few and less professional, it is necessary to determine the on-site medical resources through the real-time measured patient vital signs information and the actual patient medical history information. On-site medical resources can be determined based on the transportation driving information to ensure that the patient can receive timely and effective treatment immediately after arriving at the hospital. The resource preparation time can be regarded as the time when the ambulance arrives at the hospital.

[0042] For the embodiment of the present application, by analyzing the call for help information, it is convenient to quickly and accurately determine the best emergency route and on-board resources, so that the emergency medical resources that should be available for the patient's emergency situation are available before departure. In addition, by planning the emergency route and on-board resources in advance, it is convenient to improve the response time and avoid response delays caused by insufficient medical resources or improper route planning. In the process of transporting patients, by analyzing the road condition information in real time, it is convenient to dynamically adjust the emergency route planned in advance, so as to ensure that the ambulance can quickly and safely reach the patient's location and smoothly send the patient to the hospital. In addition, by analyzing the patient's status and medical history information in real time during the transportation process, it is convenient to more accurately judge the patient's condition and make corresponding emergency preparations in advance. By preparing on-site medical resources in advance, it is convenient to ensure that the patient receives the most appropriate medical care in the shortest time. By reasonably allocating medical resources in the three stages before departure, during transportation, and after arrival, it is convenient to ensure that the patient receives timely and effective care.

[0043] In order to facilitate the relevant dispatchers to intuitively view the distribution of emergency medical resources, the method provided by the present application also includes steps S210 to S240, such as Figure 2 As shown, where: Step S210: acquiring dynamic resource allocation information corresponding to each rescue request information in real time, wherein the dynamic resource allocation information includes emergency resources corresponding to different emergency stages, and the emergency stages include before departure, during transportation, and after arrival.

[0044] Specifically, since different hospitals correspond to different emergency response areas, there may be multiple calls for help. The emergency response stages corresponding to the calls for help include before departure, during transportation, and after arrival. The emergency resources corresponding to each emergency response stage are different. The corresponding emergency resources before departure include emergency routes and emergency on-board resources. The corresponding emergency resources during transportation include emergency routes under adjustment and on-site medical resources. The corresponding emergency resources after arrival are the on-site medical resources actually used.

[0045] During transportation, the emergency route and on-site medical resources need to be adjusted according to real-time traffic information and patient vital signs information. Therefore, during transportation, the emergency route and on-site resources are in a state of change. Different emergency stages correspond to different emergency resources. Therefore, the emergency resources of the emergency call information at each emergency stage can be collectively referred to as dynamic resource allocation information.

[0046] Step S220: Based on the preset resource conversion mapping relationship, the dynamic resource allocation information corresponding to each distress request information is quantized to obtain a dynamic resource value group corresponding to each dynamic resource allocation information. The preset resource conversion mapping relationship is the correspondence between the dynamic resource allocation information and the dynamic resource value group.

[0047] Specifically, the preset resource conversion mapping relationship includes dynamic resource value groups corresponding to different dynamic resource allocation information, which can be determined by relevant medical staff according to historical rescue data and uploaded to the management system. The specific content of the preset resource mapping relationship is not specifically limited in the embodiment of the present application. Based on the preset resource conversion mapping relationship, the emergency resources corresponding to each emergency stage can be quantified, and the distribution of emergency resources in different emergency stages can be intuitively viewed through quantification. The dynamic resource value group includes dynamic resource values ​​corresponding to each emergency stage, wherein the dynamic resource values ​​corresponding to the emergency before departure and the dynamic resource values ​​corresponding to the emergency after arrival are fixed values, and, since the emergency resources corresponding to the transportation are in a changing state, the dynamic resource values ​​corresponding to the transportation may not be fixed values. For example, the dynamic resource value group corresponding to the rescue request information a can be 8, 9, 10, 12, 11, 10, wherein the description is as follows: 8 is the quantification result of the emergency resources before departure, 9, 10, 12, 11 are the quantification results corresponding to the emergency resources that have changed during transportation, and 10 is the quantification result corresponding to the emergency resources actually used after arrival.

[0048] Step S230: Determine the corresponding resource integration ring based on each dynamic resource value group, and bind each resource integration ring with the corresponding rescue request information to obtain an integrated binding relationship.

[0049] Specifically, in order to more intuitively view the distribution of emergency resources for each distress call information at different emergency stages, the dynamic resource value group corresponding to each distress call information can be converted into a resource integration ring, and the change of the resource integration ring is used to describe the change of the dynamic resource value. The larger the dynamic resource value, the larger the corresponding resource integration ring. The integrated binding relationship contains resource integration rings corresponding to different dynamic resource value groups. Since the dynamic resource value group contains multiple dynamic resource values, the resource integration ring corresponding to the dynamic resource value group is also dynamic.

[0050] Step S240: Identify the distress location of each distress call information in the area to be managed, and superimpose each resource integration ring into the virtual image corresponding to the area to be managed based on the integrated binding relationship to obtain a dynamic resource allocation map.

[0051] Specifically, the area to be managed is the emergency area corresponding to the hospital. Based on each distress call information, the distress location corresponding to each distress call information is identified from the image containing the area to be managed, and then the resource integration ring corresponding to each distress call information is superimposed on the corresponding distress location to form a dynamic resource allocation value. Since the dynamic resource allocation information corresponding to each distress call information is obtained in real time, the dynamic resource allocation information corresponding to the distress call information is also in a changing state, that is, the emergency stage corresponding to the distress call information and the emergency resources corresponding to each emergency stage are also in a changing state, that is, the resource integration ring corresponding to each distress location in the dynamic resource allocation diagram is also in a changing state. By superimposing the resource integration rings corresponding to all distress call information obtained in the area to be managed into the simulation image, it is convenient for relevant dispatchers to intuitively view the distribution of emergency medical resources, so as to facilitate timely and effective dispatch of medical resources.

[0052] Furthermore, in order to improve the adaptability between on-site medical resources and the actual situation of the patient, the process of determining the on-site medical resources corresponding to the target distress call information in the embodiment of the present application may specifically include: Determine the resource integration ring change information of the target distress call information within a preset time period from the dynamic resource allocation diagram, the resource integration ring change information including the resource integration ring size corresponding to each moment; identify the persistent integration ring and the maximum integration ring corresponding to the resource integration ring transformation information; determine the on-site medical resources corresponding to the target distress call information based on the dynamic resource allocation information corresponding to the persistent integration ring, the dynamic resource allocation information corresponding to the maximum integration ring and the preset resource weight ratio.

[0053] Specifically, the corresponding first aid resources after arrival are the on-site medical resources actually used, which can be recorded by relevant on-site personnel and uploaded to the management system. They are not the on-site medical resources determined based on real-time hospital rescue resource information, patient vital signs information, and patient medical history information in the above embodiments. The above-mentioned determined on-site medical resources are only predicted preparation information, that is, preparations can be made with reference to the determined on-site medical resources. However, the medical resources actually used by the patient after arriving at the hospital may differ from the predicted on-site medical resources. In order to reduce the difference between the predicted on-site medical resources and the on-site medical resources actually used, and to reduce the medical resource adjustment work after the patient arrives at the hospital, an embodiment of the present application provides a method for determining on-site medical resources, that is, a specific method for determining predicted preparation information.

[0054] Any distress call information can be determined as target distress call information, and the preset time period is a period of time before arriving at the hospital. The resource integration ring corresponding to the target distress call information at each moment in the preset time period is obtained, and the persistent integration ring and the maximum integration ring are determined by analyzing the resource integration ring corresponding to each moment in the preset time period, wherein the persistent integration ring is the size of the resource integration ring that is maintained the longest in the preset time period, and the maximum integration ring size is the largest resource integration ring in the preset time period. The persistent integration ring represents that over a long period of time, the emergency medical resources required by the patient can be determined based on the patient's vital signs information as the dynamic resource allocation information corresponding to the persistent integration ring; the maximum integration ring represents that during the process of transporting patients, the peak value of the emergency medical resources required by the patient in a more critical state can be determined based on the patient's vital signs information.

[0055] The on-site medical resources corresponding to the target call for help information are determined according to the preset resource weight ratio, the dynamic resource allocation information corresponding to the persistent integration ring, and the dynamic resource allocation information corresponding to the maximum integration ring. That is, by comprehensively considering the final on-site medical resources from two aspects: the continuity of the demand for emergency medical resources and the peak value of the emergency medical resources required, it is convenient to improve the adaptability between the on-site medical resources and the actual situation of the patient, so as to ensure that the patient receives timely and effective rescue while avoiding the waste of medical resources. Among them, the preset resource weight can be determined by the relevant medical staff and uploaded to the management system. The specific preset resource weight ratio is not specifically limited in the embodiment of the present application. For example, the preset resource weight ratio is 6:4, the dynamic resource value of the dynamic resource allocation information corresponding to the persistent integration ring is 15, and the dynamic resource value of the dynamic resource allocation information corresponding to the maximum integration ring is 10. Then, the resource value corresponding to the on-site medical resources is 15*60%+10*40%=13. Based on the above method, the on-site medical resources corresponding to each call for help information can be determined, that is, the predicted preparation information.

[0056] Furthermore, in order to facilitate automatic detection and identification of abnormal resources, the method provided in the embodiment of the present application also includes: Obtain the target dynamic resource allocation information and target dynamic resource value corresponding to the target distress call information, and identify the target resource type contained in the target resource allocation information; determine the classified dynamic resource value corresponding to each target resource type based on the target dynamic resource value; determine the dynamic resource data axis based on each target resource type and the classified dynamic resource value corresponding to each target resource type; determine abnormal resources from the dynamic resource data axis based on the preset floating interval corresponding to each target resource type, and provide feedback on the abnormal resources.

[0057] Specifically, any distress call information can be determined as target distress call information. The target dynamic resource allocation information corresponding to the target distress call information includes dynamic resource allocation information corresponding to each target resource type. The target resource type includes medical staff resource type and medical material type. The target dynamic resource allocation information is divided based on the target resource type to obtain the classified dynamic resource value corresponding to each target resource type. The classified dynamic resource allocation information corresponding to different target resource types can be identified from the target dynamic resource allocation information by feature recognition, and then the classified dynamic resource value corresponding to the classified dynamic resource allocation information is determined according to the method of determining the corresponding dynamic resource value based on the dynamic resource allocation information in the above implementation. The specific method will not be repeated here.

[0058] Establish a dynamic resource data axis corresponding to different target resource types, identify abnormal resources contained in the dynamic resource data axis based on the preset floating interval corresponding to each target resource type, and the dynamic resource data axis contains the classified dynamic resource allocation value corresponding to each moment. In order to improve the accuracy of determining abnormal resources, determine abnormal resources from the dynamic resource data axis based on the preset floating interval corresponding to the target resource type, which may specifically include: When the target resource type is the first type, it is determined whether the classified dynamic resource value corresponding to the target resource type exceeds the corresponding preset floating interval. If so, it is determined that the dynamic resource corresponding to the classified dynamic resource value is an abnormal resource.

[0059] When the target resource type is the second type, determine whether the classified dynamic resource value corresponding to the target resource type exceeds the corresponding preset floating interval. If so, count the number of times the preset floating interval is exceeded and the duration of each excess. When the number of excesses is higher than the preset number, or the cumulative duration of the excess is higher than the preset duration, determine that the dynamic resource corresponding to the classified dynamic resource value is an abnormal resource.

[0060] Specifically, the first type is the medical supplies type, and the second type is the medical staff resource type. Since medical supplies are more direct and urgent for rescuing patients, they are an indispensable part of emergency medical services. Therefore, when it is detected that the classified dynamic resource value corresponding to the target resource type exceeds the corresponding preset floating range, the classified dynamic resource corresponding to the classified dynamic resource value is immediately determined to be an abnormal resource. At this time, an early warning signal will be immediately generated to remind relevant dispatching personnel to take timely measures to supplement relevant medical resources.

[0061] When the target resource type is a medical staff resource type, the classified dynamic resource value is used to reflect the medical service capacity of the corresponding medical staff. The behavior, status and capacity of medical staff resources may affect the quality and efficiency of medical services. Therefore, when the classified dynamic resource value corresponding to the medical staff resource type is abnormal, such as a sudden decrease in the number of medical staff in a department or a decrease in work efficiency, it may be caused by personnel transfer, fatigue, illness, etc. These abnormal situations may require a certain amount of time to observe and evaluate to determine whether they really pose a threat to emergency medical services. At this time, if an immediate warning is issued after the classified dynamic resource value corresponding to the target resource type exceeds the corresponding preset floating interval, it may cause unnecessary panic and confusion, and may also bring additional work pressure to the relevant medical staff. Therefore, for the abnormal detection of medical staff resource types, a more prudent and flexible processing method can be adopted, that is, the number of times exceeding the preset floating interval and the duration of each excess are counted. When the number of excesses is higher than the preset number, or the cumulative excess duration is higher than the preset duration, the dynamic resource corresponding to the classified dynamic resource value is determined to be an abnormal resource.

[0062] By classifying target resources into different types and applying different judgment criteria to different types, it is possible to more accurately identify which resources are abnormal, rather than using fixed judgment criteria to determine abnormal situations, thereby facilitating improved targeting and effectiveness in the resource management process.

[0063] The present application embodiment provides a management system, such as Figure 3 As shown, Figure 3 The management system 300 shown includes: a processor 301 and a memory 303. The processor 301 and the memory 303 are connected, such as through a bus 302. Optionally, the management system 300 may also include a transceiver 304. It should be noted that in actual applications, the transceiver 304 is not limited to one, and the structure of the management system 300 does not constitute a limitation on the embodiments of the present application.

[0064] The processor 301 may be a CPU (Central Processing Unit), a general-purpose processor, a DSP (Digital Signal Processor), an ASIC (Application Specific Integrated Circuit), an FPGA (Field Programmable Gate Array) or other programmable logic devices, transistor logic devices, hardware components or any combination thereof. It may implement or execute various exemplary logic blocks, modules and circuits described in conjunction with the disclosure of this application. The processor 301 may also be a combination that implements computing functions, such as a combination of one or more microprocessors, a combination of a DSP and a microprocessor, etc.

[0065] The bus 302 may include a path to transmit information between the above components. The bus 302 may be a PCI (Peripheral Component Interconnect) bus or an EISA (Extended Industry Standard Architecture) bus. The bus 302 may be divided into an address bus, a data bus, a control bus, etc. For ease of representation, Figure 3 The fact that only one line is used in the diagram does not mean that there is only one bus or only one type of bus.

[0066] The memory 303 may be a ROM (Read Only Memory) or other types of static storage devices that can store static information and instructions, a RAM (Random Access Memory) or other types of dynamic storage devices that can store information and instructions, or an EEPROM (Electrically Erasable Programmable Read Only Memory), a CD-ROM (Compact Disc Read Only Memory) or other optical disk storage, optical disk storage (including compressed optical disk, laser disk, optical disk, digital versatile disk, Blu-ray disk, etc.), a magnetic disk storage medium or other magnetic storage device, or any other medium that can be used to carry or store the desired program code in the form of instructions or data structures and can be accessed by a computer, but is not limited thereto.

[0067] The memory 303 is used to store the application code for executing the solution of the present application, and the execution is controlled by the processor 301. The processor 301 is used to execute the application code stored in the memory 303 to implement the contents shown in the above method embodiment.

[0068] The management system includes but is not limited to: mobile terminals such as mobile phones, laptop computers, digital broadcast receivers, PDAs (personal digital assistants), PADs (tablet computers), PMPs (portable multimedia players), vehicle terminals (such as vehicle navigation terminals), etc., and fixed terminals such as digital TVs, desktop computers, etc. It can also be a server, etc. Figure 3 The management system shown is merely an example and should not bring any limitation to the functions and scope of use of the embodiments of the present application.

[0069] An embodiment of the present application provides a computer-readable storage medium, on which a computer program is stored. When the computer-readable storage medium is run on a computer, the computer can execute the corresponding content in the aforementioned method embodiment.

[0070] An embodiment of the present application provides a computer program product, which includes a computer program. When the computer program is executed by a processor, the method in any of the above embodiments is implemented.

[0071] It should be understood that, although the steps in the flowchart of the accompanying drawings are displayed in sequence as indicated by the arrows, these steps are not necessarily executed in sequence in the order indicated by the arrows. Unless otherwise specified herein, there is no strict order restriction on the execution of these steps, and they can be executed in other orders. Moreover, at least a part of the steps in the flowchart of the accompanying drawings may include multiple sub-steps or multiple stages, and these sub-steps or stages are not necessarily executed at the same time, but can be executed at different times, and their execution order is not necessarily sequential, but can be executed in turn or alternately with other steps or at least a part of the sub-steps or stages of other steps.

[0072] The above description is only a partial implementation method of the present application. It should be pointed out that for ordinary technicians in this technical field, several improvements and modifications can be made without departing from the principles of the present application. These improvements and modifications should also be regarded as the scope of protection of the present application.

Claims

1. A method for managing the allocation of emergency medical resources, characterized in that: include: Acquire distress call information, and determine emergency preparation information based on the distress call information, wherein the emergency preparation information includes an emergency route and emergency on-board resources, and the emergency on-board resources include an ambulance type and on-board medical resources; Transporting the patient based on the emergency preparation information, and collecting real-time road condition information, patient vital sign information, and patient medical history information during the transportation process; Adjusting the emergency route based on the real-time road condition information and the patient's vital sign information, and recording the transportation travel information; Acquire real-time hospital rescue resource information, and determine on-site medical resources and resource preparation time based on the real-time hospital rescue resource information, the patient's vital sign information, and the patient's medical history information; On-site preparation information is determined based on the on-site medical resources and the resource preparation time.

2. The method for managing the allocation of emergency medical resources according to claim 1, characterized in that: Also includes: Obtain dynamic resource allocation information corresponding to each rescue request in real time. The dynamic resource allocation information includes emergency resources corresponding to different emergency stages, including before departure, during transportation, and after arrival. Based on a preset resource conversion mapping relationship, the dynamic resource allocation information corresponding to each distress request information is quantized to obtain a dynamic resource value group corresponding to each dynamic resource allocation information, wherein the preset resource conversion mapping relationship is a correspondence relationship between the dynamic resource allocation information and the dynamic resource value group; Determine a corresponding resource integration ring based on each dynamic resource value group, and bind each resource integration ring with the corresponding rescue request information to obtain an integrated binding relationship; The distress location of each distress call information in the area to be managed is identified, and each resource integration ring is superimposed on the virtual image corresponding to the area to be managed based on the integrated binding relationship to obtain a dynamic resource allocation map.

3. The method for managing the allocation of emergency medical resources according to claim 2, characterized in that: The process of determining the target distress call information corresponding to the on-site medical resources includes: Determine resource integration ring change information of the target distress call information within a preset time period from the dynamic resource allocation graph, wherein the resource integration ring change information includes a resource integration ring size corresponding to each moment; Identify the persistent integration ring and the maximum integration ring corresponding to the resource integration ring transformation information; Based on the dynamic resource allocation information corresponding to the persistent integration ring, the dynamic resource allocation information corresponding to the maximum integration ring and a preset resource weight ratio, the on-site medical resources corresponding to the target distress call information are determined.

4. The method for managing the allocation of emergency medical resources according to claim 2, characterized in that: Also includes: Obtaining target dynamic resource allocation information and target dynamic resource value corresponding to the target distress request information, and identifying the target resource type contained in the target resource allocation information; Determine a classified dynamic resource value corresponding to each target resource type based on the target dynamic resource value group; Determining a dynamic resource data axis based on each target resource type and a classified dynamic resource value corresponding to each target resource type; Based on the preset floating interval corresponding to each target resource type, abnormal resources are determined from the dynamic resource data axis, and the abnormal resources are fed back.

5. The method for managing allocation of emergency medical resources according to claim 4, characterized in that: Determining abnormal resources from the dynamic resource data axis based on a preset floating interval corresponding to the target resource type includes: When the target resource type is the first type, determining whether the classified dynamic resource value corresponding to the target resource type exceeds the corresponding preset floating interval, and if so, determining that the dynamic resource corresponding to the classified dynamic resource value is an abnormal resource; When the target resource type is the second type, determine whether the classified dynamic resource value corresponding to the target resource type exceeds the corresponding preset floating interval. If so, count the number of times the preset floating interval is exceeded and the duration of each excess. When the number of excesses is higher than the preset number, or the cumulative duration of the excess is higher than the preset duration, determine that the dynamic resource corresponding to the classified dynamic resource value is an abnormal resource.

6. The method for managing the allocation of emergency medical resources according to claim 1, characterized in that: The adjusting the emergency route based on the real-time traffic information and the patient's vital sign information includes: Determine potential accident information based on the real-time traffic information, and determine a predicted affected road section based on the potential accident information, wherein the potential accident information includes a predicted processing time and a predicted impact range of the potential accident; Determine a predicted traffic jam section based on the real-time traffic information; Determine a predicted road section of interest based on the patient's vital sign information, wherein the predicted road section of interest includes predicted features of interest, and the predicted features of interest include uphill and downhill; The emergency route is adjusted based on the predicted affected road section, the predicted congested road section and the predicted concerned road section.

7. A management system, characterized in that: The management system includes: at least one processor; Memory; At least one application, wherein the at least one application is stored in a memory and configured to be executed by at least one processor, and the at least one application is configured to: execute an emergency medical resource allocation management method according to any one of claims 1-6.

8. A computer-readable storage medium, characterized in that: include: A computer program is stored which can be loaded by a processor and executes a method for allocating and managing emergency medical resources as described in any one of claims 1 to 6.

9. A computer program product, characterized in that It comprises a computer program, which, when executed by a processor, implements the steps of an emergency medical resource allocation management method according to any one of claims 1 to 6.

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