CN111933239A - Data processing method, device, system and storage medium - Google Patents
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Abstract
Translated fromChinese
Description
Translated fromChinese技术领域technical field
本申请涉及医疗技术领域，特别是涉及数据处理的方法及装置、系统、存储介质。The present application relates to the field of medical technology, and in particular, to a data processing method, device, system, and storage medium.
背景技术Background technique
临床医生在工作中为患者提供诊断服务，主要依赖于所学习的专业知识及个人医疗经验的积累。医生在为患者提供诊断服务的过程中，需要与患者进行反复交流，询问患者的现病史、既往史等信息，而后还需要花时间将与患者交流过程中获取到的信息进行整理，制作患者病历，出诊效率低下，也难以避免会出现人为的错误；再者，当医生为患者规划治疗方案时，缺少医疗健康保险档案参考，容易使患者支付额外费用，且不能为患者规划保险方案。Clinicians provide diagnostic services to patients in their work, mainly relying on the professional knowledge they have learned and the accumulation of personal medical experience. In the process of providing diagnostic services for patients, doctors need to communicate with patients repeatedly, ask patients about their current medical history, past history and other information, and then spend time sorting out the information obtained during the communication with patients and making patient medical records. , the efficiency of outpatient visits is low, and it is difficult to avoid human errors; moreover, when doctors plan a treatment plan for a patient, the lack of medical and health insurance file reference is easy to make the patient pay extra costs, and cannot plan an insurance plan for the patient.
发明内容SUMMARY OF THE INVENTION
鉴于上述问题，提出了本申请以便提供克服上述问题或者至少部分地解决上述问题的数据处理的方法及装置、系统、存储介质，包括：In view of the above problems, the present application is made in order to provide a data processing method, device, system and storage medium that overcome the above problems or at least partially solve the above problems, including:
一种数据处理的方法，应用于医生工作站系统的服务端，所述医生工作站系统还包括与所述服务端分别连接的第一客户端和第二客户端，所述第一客户端和所述第二客户端通过所述服务端进行视频通信，所述方法包括：A data processing method is applied to a server of a doctor's workstation system, the doctor's workstation system further comprises a first client and a second client respectively connected to the server, the first client and the The second client performs video communication through the server, and the method includes:
获取所述视频通信过程中所述第一客户端与所述第二客户端之间传输的通信数据；acquiring the communication data transmitted between the first client and the second client during the video communication;
对所述通信数据进行处理，得到电子病历信息；processing the communication data to obtain electronic medical record information;
将所述电子病历信息输入预设的诊断模型，输出对应的诊断病历，并将所述诊断病历发送至所述第二客户端；所述诊断病历包括所述电子病历信息以及对应的诊断结果；Inputting the electronic medical record information into a preset diagnostic model, outputting the corresponding diagnostic medical record, and sending the diagnostic medical record to the second client; the diagnostic medical record includes the electronic medical record information and the corresponding diagnosis result;
接收所述第二客户端发送的针对所述诊断病历的治疗方案；receiving a treatment plan for the diagnosis medical record sent by the second client;
获取所述第一客户端对应的患者的参保信息，并依据所述参保信息和所述治疗方案得到目标治疗费用方案。Obtain the insurance participation information of the patient corresponding to the first client, and obtain a target treatment cost plan according to the insurance participation information and the treatment plan.
在一可选实施例中，所述通信数据包括语音信息；所述对所述通信数据进行处理，得到电子病历信息的步骤，包括：In an optional embodiment, the communication data includes voice information; the step of processing the communication data to obtain electronic medical record information includes:
从所述语音信息中识别文本信息；Recognize textual information from the speech information;
从所述文本信息中提取医疗命名实体及所述医疗命名实体的实体关系；extracting a medical named entity and the entity relationship of the medical named entity from the text information;
将所述医疗命名实体和所述实体关系和预设的知识图谱进行匹配；Matching the medical named entity and the entity relationship with a preset knowledge graph;
采用匹配成功的所述医疗命名实体和所述实体关系，生成电子病历信息。Using the successfully matched medical named entity and the entity relationship, electronic medical record information is generated.
在一可选实施例中，所述通信数据还包括人脸图像信息；所述对所述通信数据进行处理，得到电子病历信息的步骤，还包括：In an optional embodiment, the communication data further includes face image information; the step of processing the communication data to obtain electronic medical record information further includes:
对所述患者的人脸图像信息进行识别，得到对应的情绪信息；Identifying the patient's face image information to obtain corresponding emotional information;
在所述电子病历信息中添加所述情绪信息。The emotional information is added to the electronic medical record information.
在一可选实施例中，所述方法还包括：In an optional embodiment, the method further includes:
依据所述电子病历信息生成关联的问诊问题；generating associated consultation questions according to the electronic medical record information;
接收针对所述问诊问题的答复信息，并依据所述答复信息更新所述电子病历信息。Response information to the consultation question is received, and the electronic medical record information is updated according to the response information.
在一可选实施例中，在所述接收所述第二客户端发送的针对所述诊断病历的治疗方案的步骤之后，还包括：In an optional embodiment, after the step of receiving the treatment plan for the diagnostic medical record sent by the second client, the method further includes:
将所述治疗方案添加到所述诊断病历中。The treatment regimen is added to the diagnostic medical record.
在一可选实施例中，所述获取所述第二客户端对应的患者的参保信息，并依据所述参保信息和所述治疗方案得到目标治疗费用方案的步骤，包括：In an optional embodiment, the step of obtaining the insurance participation information of the patient corresponding to the second client, and obtaining a target treatment fee plan according to the insurance participation information and the treatment plan, includes:
获取目标决策模型；Obtain the target decision model;
将所述参保信息和所述治疗方案输入所述目标决策模型，得到目标治疗费用方案。Inputting the insurance enrollment information and the treatment plan into the target decision-making model to obtain a target treatment cost plan.
在一可选实施例中，所述方法还包括：In an optional embodiment, the method further includes:
将所述诊断病历输入已训练的健康预测模型进行预测，获得相应的健康标签信息；Inputting the diagnostic medical records into a trained health prediction model for prediction, and obtaining corresponding health label information;
依据所述健康标签信息推荐对应的保险产品，并将所述保险产品发送至所述第一客户端。A corresponding insurance product is recommended according to the health label information, and the insurance product is sent to the first client.
一种数据处理的装置，应用于医生工作站系统的服务端，所述医生工作站系统还包括与所述服务端分别连接的第一客户端和第二客户端，所述第一客户端和所述第二客户端通过所述服务端进行视频通信；所述装置包括：A data processing device is applied to a server of a doctor's workstation system, the doctor's workstation system further comprises a first client and a second client respectively connected to the server, the first client and the The second client performs video communication through the server; the device includes:
通信数据获取模块，用于获取所述视频通信过程中所述第一客户端与所述第二客户端之间传输的通信数据；a communication data acquisition module, configured to acquire communication data transmitted between the first client and the second client in the video communication process;
病历信息生成模块，用于对所述通信数据进行处理，得到电子病历信息；a medical record information generation module, configured to process the communication data to obtain electronic medical record information;
诊断病历生成模块，用于将所述电子病历信息输入预设的诊断模型，输出对应的诊断病历，并将所述诊断病历发送至所述第二客户端；所述诊断病历包括所述电子病历信息以及对应的诊断结果；A diagnostic medical record generation module, configured to input the electronic medical record information into a preset diagnostic model, output a corresponding diagnostic medical record, and send the diagnostic medical record to the second client; the diagnostic medical record includes the electronic medical record information and corresponding diagnostic results;
治疗方案接收模块，用于接收所述第二客户端发送的针对所述诊断病历的治疗方案；a treatment plan receiving module, configured to receive the treatment plan for the diagnostic medical record sent by the second client;
费用方案确定模块，用于获取所述第一客户端对应的患者的参保信息，并依据所述参保信息和所述治疗方案得到目标治疗费用方案。The cost plan determination module is used to obtain the insurance participation information of the patient corresponding to the first client, and obtain the target treatment cost plan according to the insurance participation information and the treatment plan.
在一可选实施例中，所述通信数据包括语音信息；所述病历信息生成模块包括：In an optional embodiment, the communication data includes voice information; the medical record information generating module includes:
文本识别子模块，用于从所述语音信息中识别文本信息；a text recognition submodule for recognizing text information from the voice information;
实体提取子模块，用于从所述文本信息中提取医疗命名实体及所述医疗命名实体的实体关系；an entity extraction submodule, used for extracting a medical named entity and the entity relationship of the medical named entity from the text information;
图谱匹配子模块，用于将所述医疗命名实体和所述实体关系和预设的知识图谱进行匹配；a graph matching submodule, used to match the medical named entity and the entity relationship with a preset knowledge graph;
病历信息生成子模块，用于采用匹配成功的所述医疗命名实体和所述实体关系，生成电子病历信息。The medical record information generating sub-module is used for generating electronic medical record information by adopting the successfully matched medical named entity and the entity relationship.
在一可选实施例中，所述通信数据包括人脸图像信息；所述病历信息生成模块包括：In an optional embodiment, the communication data includes face image information; the medical record information generation module includes:
情绪识别子模块，用于对所述患者的人脸图像信息进行识别，得到对应的情绪信息；an emotion recognition submodule, used for recognizing the patient's face image information to obtain corresponding emotion information;
情绪信息添加子模块，用于在所述电子病历信息中添加所述情绪信息。An emotional information adding sub-module, configured to add the emotional information to the electronic medical record information.
在一可选实施例中，所述装置还包括：In an optional embodiment, the apparatus further includes:
问诊问题生成模块，用于依据所述电子病历信息生成关联的问诊问题；An inquiry question generation module, configured to generate an associated inquiry question according to the electronic medical record information;
病历信息更新模块，用于接收针对所述问诊问题的答复信息，并依据所述答复信息更新所述电子病历信息。A medical record information update module, configured to receive reply information for the inquiry question, and update the electronic medical record information according to the reply information.
在一可选实施例中，所述装置还包括：In an optional embodiment, the apparatus further includes:
治疗方案添加模块，用于将所述治疗方案添加到所述诊断病历中。A treatment plan adding module is used to add the treatment plan to the diagnostic medical record.
在一可选实施例中，所述费用方案确定模块包括：In an optional embodiment, the cost plan determination module includes:
决策模型获取子模块，用于获取目标决策模型；The decision model obtaining sub-module is used to obtain the target decision model;
费用方案确定子模块，用于将所述参保信息和所述治疗方案输入所述目标决策模型，得到目标治疗费用方案。The cost plan determination sub-module is used for inputting the insurance participation information and the treatment plan into the target decision model to obtain a target treatment cost plan.
在一可选实施例中，所述装置还包括：In an optional embodiment, the apparatus further includes:
健康标签信息获取模块，用于将所述诊断病历输入已训练的健康预测模型进行预测，获得相应的健康标签信息；a health label information acquisition module, used to input the diagnostic medical record into a trained health prediction model for prediction, and obtain corresponding health label information;
保险产品推荐模块，用于依据所述健康标签信息推荐对应的保险产品，并将所述保险产品发送至所述第一客户端。An insurance product recommendation module, configured to recommend a corresponding insurance product according to the health label information, and send the insurance product to the first client.
一种数据处理系统，包括服务端、与所述服务端分别连接的第一客户端和第二客户端；当所述第一客户端和所述第二客户端通过所述服务端进行视频通信时；所述服务端用于执行如上所述的数据处理的方法的步骤。A data processing system, comprising a server, a first client and a second client respectively connected to the server; when the first client and the second client perform video communication through the server When; the server is used to execute the steps of the above-mentioned data processing method.
一种电子设备，包括处理器、存储器及存储在所述存储器上并能够在所述处理器上运行的计算机程序，所述计算机程序被所述处理器执行时实现如上所述的数据处理的方法的步骤。An electronic device, comprising a processor, a memory and a computer program stored on the memory and capable of running on the processor, the computer program being executed by the processor to implement the method for data processing as described above A step of.
一种计算机可读存储介质，所述计算机可读存储介质上存储计算机程序，所述计算机程序被处理器执行时实现如上所述的数据处理的方法的步骤。A computer-readable storage medium on which a computer program is stored, and when the computer program is executed by a processor, implements the steps of the above-described data processing method.
本申请具有以下优点：This application has the following advantages:
在本申请的实施例中，医生工作站系统的服务端通过获取所述视频通信过程中所述第一客户端与第二客户端之间传输的通信数据；对通信数据进行处理，得到电子病历信息；将电子病历信息输入预设的诊断模型，输出对应的诊断病历，并将诊断病历发送至第二客户端；诊断病历包括电子病历信息以及对应的诊断结果；接收第二客户端发送的针对诊断病历的治疗方案；获取第一客户端对应的患者的参保信息，并依据参保信息和治疗方案得到目标治疗费用方案；可以实现自动生成诊断病历，并结合患者的参保信息，制定针对治疗方案的目标治疗费用方案，避免患者承担额外的治疗费用。In the embodiment of the present application, the server of the doctor workstation system obtains the electronic medical record information by acquiring the communication data transmitted between the first client and the second client during the video communication process, and processing the communication data. ; Input the electronic medical record information into the preset diagnostic model, output the corresponding diagnostic medical record, and send the diagnostic medical record to the second client; the diagnostic medical record includes the electronic medical record information and the corresponding diagnosis result; The treatment plan of the medical record; obtain the insurance information of the patient corresponding to the first client, and obtain the target treatment cost plan according to the insurance information and the treatment plan; can realize the automatic generation of the diagnosis medical record, and combine the patient's insurance information to formulate the treatment plan. The target treatment cost plan of the program, so as to avoid the patient from incurring additional treatment costs.
附图说明Description of drawings
为了更清楚地说明本申请的技术方案，下面将对本申请的描述中所需要使用的附图作简单地介绍，显而易见地，下面描述中的附图仅仅是本申请的一些实施例，对于本领域普通技术人员来讲，在不付出创造性劳动性的前提下，还可以根据这些附图获得其他的附图。In order to illustrate the technical solutions of the present application more clearly, the following briefly introduces the drawings used in the description of the present application. Obviously, the drawings in the following description are only some embodiments of the present application, which are of great significance to the art. For those of ordinary skill, other drawings can also be obtained from these drawings without creative labor.
图1是本申请一种数据处理的方法实施例一的步骤流程图；FIG. 1 is a flow chart of the steps of Embodiment 1 of a data processing method of the present application;
图2是本申请一种数据处理的方法实施例二的步骤流程图；FIG. 2 is a flow chart of the steps of Embodiment 2 of a data processing method of the present application;
图3是本申请一实施例提供的一种数据处理的装置的结构框图。FIG. 3 is a structural block diagram of a data processing apparatus provided by an embodiment of the present application.
具体实施方式Detailed ways
为使本申请的上述目的、特征和优点能够更加明显易懂，下面结合附图和具体实施方式对本申请作进一步详细的说明。显然，所描述的实施例是本申请一部分实施例，而不是全部的实施例。基于本申请中的实施例，本领域普通技术人员在没有作出创造性劳动前提下所获得的所有其他实施例，都属于本申请保护的范围。In order to make the above objects, features and advantages of the present application more clearly understood, the present application will be described in further detail below with reference to the accompanying drawings and specific embodiments. Obviously, the described embodiments are some, but not all, embodiments of the present application. Based on the embodiments in the present application, all other embodiments obtained by those of ordinary skill in the art without creative work fall within the protection scope of the present application.
现有的医生工作站系统大多分为医院信息系统（Hospital Information System，HIS）和云端诊疗系统；医生（包括医护人员）使用HIS系统集成电子病历，在一定意义上丰富了电子病历的内容；但是，医生使用HIS系统集成电子病历过程中仍然需要人工录入病历的相关资料，影响医生出诊效率；并且HIS系统受限于医疗注册实体，仅关注医疗方面，缺少对用户保险信息的参阅，因此，容易忽视患者参保情况，导致患者承受额外的治疗费用。医生使用云端诊疗系统实现线上诊疗，在一定程度上提高了医疗服务范围。但是，现有的云端诊疗系统需要医生在线下人工录入病历，文字工作量较大。再者，现有的云端诊疗系统在视频展示模式下，缺少对患者的情绪、表情等细微点的观察，即，在患者问诊过程中医生难以做到对患者察言观色，也会对最终的诊断结果造成影响。Most of the existing doctor workstation systems are divided into hospital information system (HIS) and cloud diagnosis and treatment system; doctors (including medical staff) use the HIS system to integrate electronic medical records, which enriches the content of electronic medical records in a certain sense; however, When doctors use the HIS system to integrate electronic medical records, they still need to manually enter the relevant information of the medical records, which affects the efficiency of doctors’ visits; and the HIS system is limited by the medical registration entity, only focuses on medical aspects, and lacks reference to user insurance information. Therefore, it is easy to ignore The patient's insured status causes the patient to bear additional treatment costs. Doctors use the cloud diagnosis and treatment system to realize online diagnosis and treatment, which improves the scope of medical services to a certain extent. However, the existing cloud diagnosis and treatment system requires doctors to manually enter medical records offline, and the workload of writing is large. In addition, the existing cloud diagnosis and treatment system in the video display mode lacks the observation of the patient's emotions, expressions and other subtle points, that is, it is difficult for the doctor to observe the patient's words and expressions during the patient's consultation process, and will also make a final diagnosis. The result affects.
参照图1，示出了本申请提供的一种数据处理的方法实施例一的步骤流程图；该方法应用于医生工作站系统的服务端，所述医生工作站系统还包括与所述服务端分别连接的第一客户端和第二客户端，所述第一客户端和所述第二客户端通过所述服务端进行视频通信。具体可以包括如下步骤：Referring to FIG. 1, a flow chart of steps of Embodiment 1 of a data processing method provided by the present application is shown; the method is applied to a server of a doctor workstation system, and the doctor workstation system further includes a connection to the server respectively. The first client and the second client, the first client and the second client perform video communication through the server. Specifically, the following steps may be included:
步骤101，获取所述视频通信过程中所述第一客户端与所述第二客户端之间传输的通信数据。Step 101: Acquire communication data transmitted between the first client and the second client during the video communication process.
服务端被配置在服务器上，用于为客户端提供相应的应用服务；服务器可以是独立的物理服务器，也可以是多个物理服务器构成的服务器集群或者分布式系统，还可以是提供云服务、云数据库、云计算、云函数、云存储、网络服务、云通信、中间件服务、以及大数据和人工智能平台等基础云计算服务的云服务器。客户端是指与服务端相对应，为客户提供本地服务的程序，客户端可以安装在终端设备上。终端设备可以包括台式电脑、笔记本电脑、智能手机、平板电脑、智能手表等电子设备。The server is configured on the server to provide corresponding application services for the client; the server can be an independent physical server, or a server cluster or distributed system composed of multiple physical servers, or it can provide cloud services, Cloud servers for basic cloud computing services such as cloud databases, cloud computing, cloud functions, cloud storage, network services, cloud communications, middleware services, and big data and artificial intelligence platforms. The client refers to a program corresponding to the server, which provides local services for the client, and the client can be installed on the terminal device. Terminal devices may include electronic devices such as desktop computers, notebook computers, smart phones, tablet computers, and smart watches.
在本申请一实施例中，当医生和患者采用上述医生工作站系统进行远程问诊时，第一客户端可以是患者客户端，第二客户端可以是医生客户端，患者通过第一客户端与第二客户端侧的医生进行视频通信。具体地，第一客户端通过服务端与第二客户端进行视频通信。在视频通信过程中，第一客户端用于采集患者在问诊过程中提供的第一通信数据，例如患者的主诉信息、相应症状的图片信息、患者的人脸图像信息，等；第二客户端用于采集医生在患者问诊过程中提供的第二通信数据，例如问诊问题、诊断信息、治疗方案，等；服务端用于获取第一客户端采集的第一通信数据，并将第一通信数据发送至第二客户端；同时获取第二客户端采集的第二通信数据，并将第二通信数据发送至第一客户端，实现第一客户端和第二客户端的视频通信。视频通信过程中第一客户端与第二客户端之间传输的通信数据包括上述的第一通信数据和第二通信数据。In an embodiment of the present application, when a doctor and a patient use the above-mentioned doctor workstation system for remote consultation, the first client may be a patient client, the second client may be a doctor client, and the patient communicates with the patient through the first client The doctor on the second client side conducts video communication. Specifically, the first client performs video communication with the second client through the server. During the video communication process, the first client is used to collect the first communication data provided by the patient during the consultation process, such as the patient's chief complaint information, the picture information of the corresponding symptoms, the patient's face image information, etc.; the second client The terminal is used to collect the second communication data provided by the doctor during the patient's consultation process, such as consultation questions, diagnosis information, treatment plans, etc.; the server terminal is used to obtain the first communication data collected by the first client, and use the A communication data is sent to the second client; at the same time, the second communication data collected by the second client is acquired, and the second communication data is sent to the first client to realize video communication between the first client and the second client. The communication data transmitted between the first client and the second client in the video communication process includes the above-mentioned first communication data and second communication data.
步骤102，对所述通信数据进行处理，得到电子病历信息。Step 102: Process the communication data to obtain electronic medical record information.
在本申请一实施例中，服务端对获取到的通信数据进行处理，可以从通信数据中提取自定义的医疗命名实体，并抽取出实体间关系，从而得到电子病历信息。In an embodiment of the present application, the server processes the acquired communication data, and can extract a self-defined medical named entity from the communication data, and extract the relationship between entities, thereby obtaining electronic medical record information.
步骤103，将所述电子病历信息输入预设的诊断模型，输出对应的诊断病历，并将所述诊断病历发送至所述第二客户端；所述诊断病历包括所述电子病历信息以及对应的诊断结果。Step 103: Input the electronic medical record information into a preset diagnostic model, output the corresponding diagnostic medical record, and send the diagnostic medical record to the second client; the diagnostic medical record includes the electronic medical record information and the corresponding diagnostic medical record. diagnostic result.
在本申请一实施例中，在服务器中存储有预设的诊断模型，该预设的诊断模型用于依据电子病历信息确定对应的诊断结果，并将电子病历信息和诊断结果记录到诊断病历中。In an embodiment of the present application, a preset diagnosis model is stored in the server, and the preset diagnosis model is used to determine the corresponding diagnosis result according to the electronic medical record information, and record the electronic medical record information and the diagnosis result in the diagnosis medical record .
服务端将电子病历信息输入预设的诊断模型，利用预设的诊断模型生成诊断病历，并将诊断病历发送至第二客户端，以供第二客户端侧的医生参考，实现辅助诊断的功能，使得医疗水平不再局限于医生个人诊疗经验，可以有效避免误诊漏诊，还可以对医生及时更新专业知识起到辅助作用，并实现自动化生成电子病历，提高医生的出诊效率。The server inputs the electronic medical record information into the preset diagnosis model, uses the preset diagnosis model to generate the diagnostic medical record, and sends the diagnostic medical record to the second client for reference by the doctor on the second client side, so as to realize the function of auxiliary diagnosis , so that the medical level is no longer limited to the doctor's personal diagnosis and treatment experience, which can effectively avoid misdiagnosis and missed diagnosis, and can also play an auxiliary role for doctors to update their professional knowledge in a timely manner, and realize the automatic generation of electronic medical records to improve the efficiency of doctors' visits.
步骤104，接收所述第二客户端发送的针对所述诊断病历的治疗方案。Step 104: Receive a treatment plan for the diagnostic medical record sent by the second client.
在本申请一实施例中，在第二客户端侧的医生从第二客户端中获取到诊断病历后，参考诊断病历中的诊断结果，并结合自身的医学诊断经验确定对应的治疗方案，并将治疗方案通过第二客户端发送到服务端。In an embodiment of the present application, after the doctor on the second client side obtains the diagnostic medical record from the second client, the doctor refers to the diagnosis result in the diagnostic medical record, and determines the corresponding treatment plan based on his own medical diagnosis experience, and determines the corresponding treatment plan. Send the treatment plan to the server through the second client.
步骤105，获取所述第一客户端对应的患者的参保信息，并依据所述参保信息和所述治疗方案得到目标治疗费用方案。Step 105: Acquire insurance participation information of the patient corresponding to the first client, and obtain a target treatment fee plan according to the insurance participation information and the treatment plan.
在本申请一实施例中，服务端可以从诊断病历中获取患者的身份信息；身份信息可以是患者的身份证号或社保号等具有唯一身份标识的信息。依据身份信息确定对应的参保信息。参保信息可以是根据用户购买的保险产品对应生成的数据，如保单；可以包括保险产品标识、保险产品标识对应的保障范围、费用报销规则等。根据患者的参保信息对治疗方案进行治疗费用计算，并依据治疗费用计算结果确定目标治疗费用方案，将目标治疗费用方案发送至第一客户端和/或第二客户端，以供患者和医生进行参考和确认。一般来说，目标治疗费用方案为治疗费用最低的治疗费用方案。其中，患者的参保信息还可以从第一客户端的登录信息中获得；具体地，为了规范医生工作站系统的使用环境，患者在使用第一客户端与第二客户端进行视频通信之前，需要登录第一客户端，登录信息中包含患者的身份信息；服务端依据第一客户端的登录信息可以确定对应的患者的身份信息。In an embodiment of the present application, the server may obtain the patient's identity information from the diagnosis and medical records; the identity information may be information with a unique identity such as the patient's ID number or social security number. The corresponding insurance information is determined according to the identity information. The insurance participation information may be data corresponding to the insurance product purchased by the user, such as an insurance policy, and may include an insurance product identifier, a coverage scope corresponding to the insurance product identifier, expense reimbursement rules, and the like. Calculate the treatment cost for the treatment plan according to the patient's insurance information, determine the target treatment cost plan based on the treatment cost calculation result, and send the target treatment cost plan to the first client and/or the second client for the patient and doctor to use for reference and confirmation. Generally speaking, the target treatment cost plan is the treatment cost plan with the lowest treatment cost. The patient's insurance participation information can also be obtained from the login information of the first client; specifically, in order to standardize the use environment of the doctor's workstation system, the patient needs to log in before using the first client to communicate with the second client. For the first client, the login information includes the patient's identity information; the server can determine the corresponding patient's identity information according to the login information of the first client.
在本申请一实施例中，服务器本地预存储的数据库包含用户的身份信息和参保信息，服务端可以依据患者的身份信息从服务器本地预存储的数据库中获取患者的参保信息。服务器本地预存储的数据库的数据可以是预先从其他计算机设备或者在线网络获取并存储在本地预存储的数据库中。In an embodiment of the present application, the database pre-stored locally on the server contains the user's identity information and insurance participation information, and the server can obtain the patient's insurance participation information from the database pre-stored locally on the server according to the patient's identity information. The data of the database pre-stored locally by the server may be obtained in advance from other computer devices or an online network and stored in the locally pre-stored database.
在本申请一实施例中，服务端可以依据患者的身份信息从系统数据库中获取患者的参保信息，系统数据库如CRM（Customer Relationship Management，客户关系管理）。In an embodiment of the present application, the server may obtain the patient's insurance participation information from a system database, such as CRM (Customer Relationship Management, customer relationship management), according to the patient's identity information.
在本申请实施例中，医生工作站系统的服务端通过获取所述视频通信过程中所述第一客户端与第二客户端之间传输的通信数据；对通信数据进行处理，得到电子病历信息；将电子病历信息输入预设的诊断模型，输出对应的诊断病历，并将诊断病历发送至第二客户端；诊断病历包括电子病历信息以及对应的诊断结果；接收第二客户端发送的针对诊断病历的治疗方案；获取第一客户端对应的患者的参保信息，并依据参保信息和治疗方案得到目标治疗费用方案；可以实现自动生成诊断病历，并结合患者的参保信息，制定针对治疗方案的目标治疗费用方案，避免患者承担额外的治疗费用。In the embodiment of the present application, the server of the doctor workstation system obtains the electronic medical record information by acquiring the communication data transmitted between the first client and the second client in the video communication process; and processing the communication data; Input the electronic medical record information into a preset diagnostic model, output the corresponding diagnostic medical record, and send the diagnostic medical record to the second client; the diagnostic medical record includes the electronic medical record information and the corresponding diagnostic result; receive the diagnostic medical record sent by the second client Obtain the insurance information of the patients corresponding to the first client, and obtain the target treatment cost plan according to the insurance information and the treatment plan; can automatically generate the diagnosis and medical records, and formulate the treatment plan based on the patient's insurance information Targeted treatment cost plan to avoid additional treatment costs for patients.
参照图2，示出了本申请提供的一种数据处理的方法实施例二的步骤流程图；该方法应用于医生工作站系统的服务端，所述医生工作站系统还包括与所述服务端分别连接的第一客户端和第二客户端，所述第一客户端和所述第二客户端通过所述服务端进行视频通信。具体可以包括如下步骤：Referring to FIG. 2 , a flow chart of steps of Embodiment 2 of a data processing method provided by the present application is shown; the method is applied to the server of the doctor workstation system, and the doctor workstation system also includes a connection with the server respectively. The first client and the second client, the first client and the second client perform video communication through the server. Specifically, the following steps may be included:
步骤201，获取所述视频通信过程中所述第一客户端与所述第二客户端之间传输的通信数据。Step 201: Acquire communication data transmitted between the first client and the second client in the video communication process.
在本申请一实施例中，当医生和患者采用上述医生工作站系统进行远程问诊时，第一客户端可以是患者客户端，第二客户端可以是医生客户端，患者通过第一客户端与第二客户端侧的医生进行视频通信。具体地，第一客户端通过服务端与第二客户端进行视频通信。在视频通信过程中，第一客户端用于采集患者在问诊过程中提供的第一通信数据，例如患者的主诉信息、相应症状的图片信息、患者的人脸图像信息，等；第二客户端用于采集医生在患者问诊过程中提供的第二通信数据，例如问诊问题、诊断信息、治疗方案，等；服务端用于获取第一客户端采集的第一通信数据，并将第一通信数据发送至第二客户端；同时获取第二客户端采集的第二通信数据，并将第二通信数据发送至第一客户端，实现第一客户端和第二客户端的视频通信。视频通信过程中第一客户端与第二客户端之间传输的通信数据包括上述的第一通信数据和第二通信数据。In an embodiment of the present application, when a doctor and a patient use the above-mentioned doctor workstation system for remote consultation, the first client may be a patient client, the second client may be a doctor client, and the patient communicates with the patient through the first client The doctor on the second client side conducts video communication. Specifically, the first client performs video communication with the second client through the server. During the video communication process, the first client is used to collect the first communication data provided by the patient during the consultation process, such as the patient's chief complaint information, the picture information of the corresponding symptoms, the patient's face image information, etc.; the second client The terminal is used to collect the second communication data provided by the doctor during the patient's consultation process, such as consultation questions, diagnosis information, treatment plans, etc.; the server terminal is used to obtain the first communication data collected by the first client, and use the A communication data is sent to the second client; at the same time, the second communication data collected by the second client is acquired, and the second communication data is sent to the first client to realize video communication between the first client and the second client. The communication data transmitted between the first client and the second client in the video communication process includes the above-mentioned first communication data and second communication data.
步骤202，对所述通信数据进行处理，得到电子病历信息。Step 202: Process the communication data to obtain electronic medical record information.
在本申请一实施例中，通信数据包括第一客户端采集的第一通信数据和第二客户端采集的第二通信数据。第一通信数据和第二通信数据中均可以包括语音信息，该语音信息可以是由第一客户端对应的电子设备的麦克风采集患者在与医生进行沟通交流过程中的自然语言；以及，由第二客户端对应的电子设备的麦克风采集医生在与患者进行沟通交流过程中的自然语言。当通信数据包含语音信息时，上述步骤202可以包括如下子步骤：In an embodiment of the present application, the communication data includes first communication data collected by a first client and second communication data collected by a second client. Both the first communication data and the second communication data may include voice information, and the voice information may be the natural language collected by the microphone of the electronic device corresponding to the first client during the communication process between the patient and the doctor; The microphone of the electronic device corresponding to the second client collects the natural language of the doctor in the process of communicating with the patient. When the communication data includes voice information, the
子步骤2021，从所述语音信息中识别文本信息；Sub-step 2021, identifying text information from the voice information;
子步骤2022，从所述文本信息中提取医疗命名实体及所述医疗命名实体的实体关系；Sub-step 2022, extracting the medical named entity and the entity relationship of the medical named entity from the text information;
子步骤2023，将所述医疗命名实体和所述实体关系和预设的知识图谱进行匹配；Sub-step 2023, matching the medical named entity and the entity relationship with a preset knowledge graph;
子步骤2024，采用匹配成功的所述医疗命名实体和所述实体关系，生成电子病历信息。Sub-step 2024, using the successfully matched medical named entity and the entity relationship to generate electronic medical record information.
在本实施例中，服务端获取语音信息后，需要对语音信息进行处理，可以采用ARS（Automatic Speech Recognition，自动语音识别技术）识别获取到的语音信息，将语音信息转化为对应的文本信息。然后采用NLP（Natural Language Processing，自然语言处理）技术对文本信息进行语义理解，并从文本信息中抽取医疗命名实体及实体关系；将抽取的医疗命名实体和实体关系与预设的知识图谱进行匹配；采用匹配成功的医疗命名实体和实体关系，生成电子病历信息。其中，自然语言处理是计算机科学领域与人工智能领域中的一个重要方向。它研究能实现人与计算机之间用自然语言进行有效通信的各种理论和方法。知识图谱是一种新型的知识表示形式，其主要目标是用来描述真实世界中存在的各种实体和概念，以及他们之间的相关关系。In this embodiment, after acquiring the voice information, the server needs to process the voice information. ARS (Automatic Speech Recognition, automatic speech recognition technology) may be used to recognize the acquired voice information, and convert the voice information into corresponding text information. Then use NLP (Natural Language Processing, natural language processing) technology to semantically understand the text information, and extract medical named entities and entity relationships from the text information; match the extracted medical named entities and entity relationships with the preset knowledge graph ; Use the successfully matched medical named entities and entity relationships to generate electronic medical record information. Among them, natural language processing is an important direction in the field of computer science and artificial intelligence. It studies various theories and methods that can realize effective communication between humans and computers using natural language. Knowledge graph is a new type of knowledge representation whose main goal is to describe various entities and concepts that exist in the real world, as well as their related relationships.
在本示例中，预设的知识图谱的构建过程是在公开数据集的基础上，通过机器学习的方法，将特定应用场景知识体系补充到上述公开数据集中，再抽取特定的医疗命名实体、实体关系形成预设的知识图谱。其中，公开数据集可以是根据特定应用场景的全科医生集团业务、收集了综合医院、诊所、老年社区群体的慢性病管理、长期照护等医疗过程等数据形成，且通过机器学习方法更新上述公开数据集。In this example, the construction process of the preset knowledge graph is based on the public data set, through the method of machine learning, the knowledge system of specific application scenarios is supplemented to the above public data set, and then specific medical named entities, entities are extracted. Relationships form a preset knowledge graph. Among them, the public data set can be formed according to the business of general practitioners group in specific application scenarios, and collected data such as chronic disease management, long-term care and other medical processes in general hospitals, clinics, and elderly community groups, and the above public data is updated through machine learning methods. set.
例如，当患者说“我今天有些头痛”，采用NLP技术可以识别主诉中的医疗命名实体，并与预设的知识图谱进行匹配，得到：头=头部，痛=症状，进一步融合可以得到相应的电子病历信息为“头部疼痛”。For example, when a patient says "I have a headache today", NLP technology can be used to identify the medical named entity in the main complaint, and match it with the preset knowledge graph to get: head=head, pain=symptom, further fusion can get the corresponding The EMR information is "Head Pain".
进一步地，在本申请一实施例中，还可以采用开源框架对语音信息进行情绪识别，将情绪识别结果添加到电子病历信息中，作为诊断的辅助依据。Further, in an embodiment of the present application, an open source framework can also be used to perform emotion recognition on speech information, and the emotion recognition result can be added to the electronic medical record information as an auxiliary basis for diagnosis.
在本申请一实施例中，通信数据包括第一客户端采集的第一通信数据和第二客户端采集的第二通信数据。第一通信数据可以包括人脸图像信息；该人脸图像信息可以由第一客户端通过对应的电子设备的摄像头采集到的患者的人脸图像信息。当通信数据包含人脸图像信息时，上述步骤202可以包括如下子步骤：In an embodiment of the present application, the communication data includes first communication data collected by a first client and second communication data collected by a second client. The first communication data may include face image information; the face image information may be the face image information of the patient collected by the first client through the camera of the corresponding electronic device. When the communication data includes face image information, the
子步骤2025，对所述患者的人脸图像信息进行识别，得到对应的情绪信息；Sub-step 2025, identifying the patient's face image information to obtain corresponding emotional information;
子步骤2026，在所述电子病历信息中添加所述情绪信息。Sub-step 2026, adding the emotional information to the electronic medical record information.
本示例中，服务端获取第一客户端采集到的患者的人脸图像信息时，在对应的人脸图像中提取面部主要部位数据进行部位曲线勾画，然后，将部位曲线勾画数据输入已训练完成的分类器中，获得对应的分类结果，该分类结果即为情绪信息；其中，已训练完成的分类器的初始分类器模型可以采用FaceAI模型框架，结合机器学习方法构建得到。最后，将情绪识别结果添加到电子病历信息中，作为诊断的辅助依据。In this example, when the server obtains the patient's face image information collected by the first client, it extracts the data of the main parts of the face from the corresponding face image to delineate the part curve, and then inputs the part curve delineation data into the training completed. In the classifier of , the corresponding classification result is obtained, and the classification result is the emotion information; wherein, the initial classifier model of the classifier that has been trained can be constructed by using the FaceAI model framework combined with the machine learning method. Finally, the emotion recognition results are added to the electronic medical record information as an auxiliary basis for diagnosis.
步骤203，依据所述电子病历信息生成关联的问诊问题。
在本申请一实施例中，服务器依据生成的电子病历信息可以确定患者患病部位，并依据患病部位获取包含患病部位的疾病，然后依据疾病对应的其他病症确定对应的问诊问题，该问诊问题可以是一个或多个，服务端可以将问诊问题直接发送到第一客户端，以便患者接收问诊问题，并进行针对性地回答；服务端还可以将问诊问题发送到第二客户端，供医生参考，由医生确定问诊问题后，再发送至第一客户端，以便患者接收问诊问题，并进行针对性地回答；其中，医生确定问诊问题后，将问诊问题发送至第一客户端的方式，可以通过语音聊天的方式，将问诊问题发送至第一客户端；还可以通过文字传输的方式，将问诊问题发送至第一客户端，对此，本申请不作限制。In an embodiment of the present application, the server can determine the diseased part of the patient according to the generated electronic medical record information, obtain the disease including the diseased part according to the diseased part, and then determine the corresponding consultation question according to other symptoms corresponding to the disease. There can be one or more questions, and the server can directly send the questions to the first client, so that the patient can receive the questions and answer them in a targeted manner; the server can also send the questions to the first client. The second client is for the reference of the doctor. After the doctor determines the question, it will be sent to the first client, so that the patient can receive the question and answer it in a targeted manner. In the way of sending the questions to the first client, the questions can be sent to the first client through voice chat; the questions can also be sent to the first client through text transmission. Applications are not limited.
例如，当电子病历信息为“头部疼痛”时，可以确定患者患病部位为头部，依据头部患病获取包含头部疼痛的疾病，可以是感冒或高血压等；当对应的疾病为患感冒时，可能会同时伴随流鼻涕的症状，因此，可以获得对应的问诊问题为“是否有流鼻涕”。当对应的疾病为患高血压时，还伴有血压高的症状，因此，可以获得对应的问诊问题为“血压是多少”。For example, when the electronic medical record information is "head pain", it can be determined that the patient's diseased part is the head, and the disease including head pain can be obtained according to the head disease, which can be a cold or high blood pressure; when the corresponding disease is affected When you have a cold, you may have a runny nose at the same time. Therefore, you can get the corresponding question as "whether you have a runny nose". When the corresponding disease is high blood pressure, the symptoms of high blood pressure are also accompanied. Therefore, the corresponding inquiry question can be obtained as "what is the blood pressure".
步骤204，接收针对所述问诊问题的答复信息，并依据所述答复信息更新所述电子病历信息。Step 204: Receive reply information for the inquiry question, and update the electronic medical record information according to the reply information.
在本申请一实施例中，服务器接收第一客户端发送的针对问诊问题的答复信息，并依据答复信息更新电子病历信息。例如，当问诊问题为“是否有流鼻涕”，患者可以通过第一客户端发送针对问诊问题的答复信息为“有流鼻涕”，则将“有流鼻涕”添加到电子病历信息中，更新电子病历信息，以丰富电子病历信息，进而提高与电子病历信息对应的诊断结果的准确性。In an embodiment of the present application, the server receives reply information for the inquiry question sent by the first client, and updates the electronic medical record information according to the reply information. For example, when the consultation question is "whether there is a runny nose", the patient can send the response information to the consultation question through the first client as "have a runny nose", then add "have a runny nose" to the electronic medical record information, The electronic medical record information is updated to enrich the electronic medical record information, thereby improving the accuracy of the diagnosis results corresponding to the electronic medical record information.
步骤205，将所述电子病历信息输入预设的诊断模型，输出对应的诊断病历，并将所述诊断病历发送至所述第二客户端；所述诊断病历包括所述电子病历信息以及对应的诊断结果。Step 205: Input the electronic medical record information into a preset diagnostic model, output the corresponding diagnostic medical record, and send the diagnostic medical record to the second client; the diagnostic medical record includes the electronic medical record information and the corresponding diagnostic medical record. diagnostic result.
在本申请一实施例中，在服务器中存储有预设的诊断模型，该预设的诊断模型用于依据电子病历信息确定对应的诊断结果，并将电子病历信息和诊断结果记录到诊断病历中。其中，预设的诊断模型的构建方法可以包括获取训练病历集、验证病历集和测试病历集，通过训练病历集的电子病历信息和诊断结果训练初始诊断模型，再采用验证病历集的电子病历信息和诊断结果调整初始诊断模型的参数，最后采用测试病历集的电子病历信息和诊断结果评估调整后的初始诊断模型的准确性，当准确性达到预设值时，则将该调整后的初始诊断模型确定为预设的诊断模型。In an embodiment of the present application, a preset diagnosis model is stored in the server, and the preset diagnosis model is used to determine the corresponding diagnosis result according to the electronic medical record information, and record the electronic medical record information and the diagnosis result in the diagnosis medical record . The method for constructing the preset diagnosis model may include obtaining a training medical record set, a verification medical record set and a test medical record set, training an initial diagnosis model by using the electronic medical record information and diagnosis results of the training medical record set, and then using the electronic medical record information of the verification medical record set. Adjust the parameters of the initial diagnosis model with the diagnosis results, and finally use the electronic medical record information and diagnosis results of the test medical record set to evaluate the accuracy of the adjusted initial diagnosis model. When the accuracy reaches the preset value, the adjusted initial diagnosis model is used. The model is determined as a preset diagnostic model.
服务端将电子病历信息输入预设的诊断模型，利用预设的诊断模型生成的诊断病历，并将诊断病历发送至第二客户端，以供第二客户端侧的医生参考，实现辅助诊断的功能，使得医疗水平不再局限于医生个人诊疗经验，可以有效避免误诊漏诊，还可以对医生及时更新专业知识起到辅助作用，并实现自动化生成电子病历，提高医生的出诊效率。The server inputs the electronic medical record information into the preset diagnostic model, uses the diagnostic medical record generated by the preset diagnostic model, and sends the diagnostic medical record to the second client for reference by the doctor on the second client side, so as to realize the auxiliary diagnosis. The function makes the medical level no longer limited to the doctor's personal diagnosis and treatment experience, which can effectively avoid misdiagnosis and missed diagnosis, and can also play an auxiliary role for doctors to update their professional knowledge in a timely manner, and realize the automatic generation of electronic medical records to improve the efficiency of doctors' visits.
需要说明的是，由于不同疾病可能表现为相同症状，因此，在诊断病历中可以包括不止一个诊断结果。当诊断结果为多个时，可以依据每个诊断结果的诊断概率分为主要诊断结果、次要诊断结果等。一般情况下，为了提高诊断结果的准确性，生成的诊断病历中的诊断结果的数量不超过预设值，例如，不超过三个。当诊断结果超过预设值时，则返回步骤203，生成关联的问诊问题，以获取更多电子病历信息，提高诊断结果的准确性。It should be noted that since different diseases may present with the same symptoms, more than one diagnosis result may be included in the diagnostic medical record. When there are multiple diagnosis results, it can be divided into a main diagnosis result, a secondary diagnosis result, and the like according to the diagnosis probability of each diagnosis result. Generally, in order to improve the accuracy of the diagnosis results, the number of diagnosis results in the generated diagnosis medical record does not exceed a preset value, for example, not more than three. When the diagnosis result exceeds the preset value, the process returns to step 203 to generate an associated consultation question, so as to obtain more electronic medical record information and improve the accuracy of the diagnosis result.
步骤206，接收所述第二客户端发送的针对所述诊断病历的治疗方案。Step 206: Receive a treatment plan for the diagnostic medical record sent by the second client.
在本申请一实施例中，在第二客户端侧的医生从第二客户端中获取到诊断病历后，参考诊断病历中的诊断结果，并结合自身的医学诊断经验确定对应的治疗方案，并将治疗方案通过第二客户端发送到服务端。具体地，医生可以通过语音描述治疗方案，第二客户端对应的电子设备的麦克风采集描述治疗方案的语音数据，并对语音数据发送至服务端。In an embodiment of the present application, after the doctor on the second client side obtains the diagnostic medical record from the second client, the doctor refers to the diagnosis result in the diagnostic medical record, and determines the corresponding treatment plan based on his own medical diagnosis experience, and determines the corresponding treatment plan. Send the treatment plan to the server through the second client. Specifically, the doctor can describe the treatment plan through voice, and the microphone of the electronic device corresponding to the second client collects the voice data describing the treatment plan, and sends the voice data to the server.
需要说明的是，在本申请一实施例中，诊断病历中的诊断结果不一定是目标诊断结果，医生需要结合自身的医学诊断经验参考诊断病历中的诊断结果，确定出目标诊断结果，并根据目标诊断结果确定对应的治疗方案，再依据目标诊断结果和治疗方案更新诊断病历。具体地，医生可以通过第二客户端对诊断病历进行修改，然后将修改后的诊断病历发送至服务端，服务端采用第二客户端发送的修改后的诊断病历更新原始诊断病历。It should be noted that, in an embodiment of the present application, the diagnosis result in the diagnosis medical record is not necessarily the target diagnosis result, and the doctor needs to refer to the diagnosis result in the diagnosis medical record in combination with his own medical diagnosis experience to determine the target diagnosis result, and according to The target diagnosis result determines the corresponding treatment plan, and then the diagnosis medical record is updated according to the target diagnosis result and the treatment plan. Specifically, the doctor can modify the diagnostic medical record through the second client, and then send the modified diagnostic medical record to the server, and the server uses the modified diagnostic medical record sent by the second client to update the original diagnostic medical record.
步骤207，将所述治疗方案添加到所述诊断病历中。
在本申请一实施例中，当服务器接收到第二客户端发送的针对诊断病历的治疗方案时，将治疗方案添加到诊断病历中以更新诊断病历，进而丰富诊断病历的内容，便于患者的健康管理。具体地，当治疗方案通过语音数据发送至服务端时，服务端对接收的语音数据进行相应的语音识别处理后得到对应的治疗方案文本，将治疗方案文本添加到诊断病历中。In an embodiment of the present application, when the server receives the treatment plan for the diagnostic medical record sent by the second client, the server adds the treatment plan to the diagnostic medical record to update the diagnostic medical record, thereby enriching the content of the diagnostic medical record, which is convenient for the patient's health manage. Specifically, when the treatment plan is sent to the server through voice data, the server performs corresponding speech recognition processing on the received voice data to obtain the corresponding treatment plan text, and adds the treatment plan text to the diagnostic medical record.
在本申请一实施例中，医生可以通过第二客户端对诊断病历进行修改，该修改内容可以是增加治疗方案，然后将修改后的诊断病历发送至服务端，服务端采用第二客户端发送的修改后的诊断病历更新原始诊断病历，更新后的诊断病历中包含治疗方案。In an embodiment of the present application, the doctor can modify the diagnostic medical record through the second client, and the content of the modification can be adding a treatment plan, and then send the modified diagnostic medical record to the server, and the server uses the second client to send The revised diagnostic medical record updates the original diagnostic medical record, and the updated diagnostic medical record contains the treatment plan.
步骤208，获取所述第一客户端对应的患者的参保信息，并依据所述参保信息和所述治疗方案得到目标治疗费用方案。Step 208: Obtain the insurance participation information of the patient corresponding to the first client, and obtain a target treatment cost plan according to the insurance participation information and the treatment plan.
在本申请一实施例中，服务端可以从诊断病历中获取患者的身份信息；身份信息可以是患者的身份证号或社保号等具有唯一身份标识的信息。依据身份信息确定对应的参保信息。参保信息可以是根据用户购买的保险产品对应生成的数据，如保单；可以包括保险产品标识、保险产品标识对应的保障范围、费用报销规则等，其中，保险产品可以包括社会医疗保险、新农村合作医疗保险及商业保险等。根据患者的参保信息对治疗方案进行治疗费用计算，并依据治疗费用计算结果确定目标治疗费用方案，将目标治疗费用方案发送至第一客户端和/或第二客户端，以供患者和医生进行参考和确认。一般来说，目标治疗费用方案为治疗费用最低的治疗费用方案。其中，患者的参保信息还可以从第一客户端的登录信息中获得；具体地，为了规范医生工作站系统的使用环境，患者在使用第一客户端与第二客户端进行视频通信之前，需要登录第一客户端，登录信息中包含患者的身份信息；服务端依据第一客户端的登录信息可以确定对应的患者的身份信息。In an embodiment of the present application, the server may obtain the patient's identity information from the diagnosis and medical records; the identity information may be information with a unique identity such as the patient's ID number or social security number. The corresponding insurance information is determined according to the identity information. Insurance information can be data generated according to the insurance product purchased by the user, such as an insurance policy; it can include insurance product identification, insurance product identification corresponding coverage, expense reimbursement rules, etc., among which, insurance products may include social medical insurance, new rural Cooperative medical insurance and commercial insurance, etc. Calculate the treatment cost for the treatment plan according to the patient's insurance information, determine the target treatment cost plan based on the treatment cost calculation result, and send the target treatment cost plan to the first client and/or the second client for the patient and doctor to use for reference and confirmation. Generally speaking, the target treatment cost plan is the treatment cost plan with the lowest treatment cost. The patient's insurance participation information can also be obtained from the login information of the first client; specifically, in order to standardize the use environment of the doctor's workstation system, the patient needs to log in before using the first client to communicate with the second client. For the first client, the login information includes the patient's identity information; the server can determine the corresponding patient's identity information according to the login information of the first client.
在本申请一实施例中，服务器本地预存储的数据库包含用户的身份信息和参保信息，服务端可以依据患者的身份信息从服务器本地预存储的数据库中获取患者的参保信息。服务器本地预存储的数据库的数据可以是预先从其他计算机设备或者在线网络获取并存储在本地预存储的数据库中。In an embodiment of the present application, the database pre-stored locally on the server contains the user's identity information and insurance participation information, and the server can obtain the patient's insurance participation information from the database pre-stored locally on the server according to the patient's identity information. The data of the database pre-stored locally by the server may be obtained in advance from other computer devices or an online network and stored in the locally pre-stored database.
在本申请一实施例中，服务端可以依据患者的身份信息从系统数据库中获取患者的参保信息，系统数据库如CRM（Customer Relationship Management，客户关系管理）。In an embodiment of the present application, the server may obtain the patient's insurance participation information from a system database, such as CRM (Customer Relationship Management, customer relationship management), according to the patient's identity information.
在本申请一实施例中，上述步骤208可以包括如下子步骤：In an embodiment of the present application, the foregoing
子步骤2081，获取目标决策模型；Sub-step 2081, obtaining the target decision model;
子步骤2082，将所述参保信息和所述治疗方案输入所述目标决策模型，得到目标治疗费用方案。Sub-step 2082: Input the insurance enrollment information and the treatment plan into the target decision model to obtain a target treatment cost plan.
在本申请实施例中，服务端获取目标决策模型，并将参保信息和治疗方案作为目标决策模型的输入参数，输入到目标决策模型中，由目标决策模型输出对应的目标治疗费用方案。In the embodiment of the present application, the server obtains the target decision model, and takes the insurance participation information and the treatment plan as input parameters of the target decision model, and inputs them into the target decision model, and the target decision model outputs the corresponding target treatment cost plan.
具体地，服务端可以从服务器本地预存储的模型库中获取目标决策模型，也可以是从其他计算机设备或者在线网络获取目标决策模型，本申请对此不作限制。Specifically, the server can obtain the target decision model from a model library pre-stored locally on the server, or obtain the target decision model from other computer devices or an online network, which is not limited in this application.
目标决策模型的构建过程包括获取训练决策集、验证决策集和测试决策集，通过训练决策集的参保信息和治疗方案以及治疗费用方案训练初始决策模型，再采用验证决策集的参保信息和治疗方案以及治疗费用方案调整初始诊断模型的参数，最后采用测试决策集的参保信息和治疗方案以及治疗费用方案评估调整后的初始决策模型的准确性，当准确性达到预设值时，则将该调整后的初始决策模型确定为目标决策模型。将参保信息和治疗方案作为目标决策模型的输入参数，输入到目标决策模型中，就可以获得对应的决策结果，即目标治疗费用方案。The construction process of the target decision model includes obtaining the training decision set, the verification decision set and the test decision set, training the initial decision model through the enrolment information, treatment plan and treatment cost plan of the training decision set, and then using the enrolment information and the verification decision set. The treatment plan and the treatment cost plan adjust the parameters of the initial diagnosis model. Finally, the accuracy of the adjusted initial decision model is evaluated by using the insurance participation information, treatment plan and treatment cost plan of the test decision set. When the accuracy reaches the preset value, then The adjusted initial decision model is determined as the target decision model. Taking insurance information and treatment plan as the input parameters of the target decision-making model and inputting them into the target decision-making model, the corresponding decision-making result, that is, the target treatment cost plan, can be obtained.
举例说明，当患者的治疗方案为：对坏死的牙进行补牙治疗，及洗牙预防治疗。假设该患者的参保信息中包含保险产品A和保险产品B，其中保险产品A中包括牙齿护理这个参保项目，保险产品B中包括口腔产品优惠购买权限。For example, when the patient's treatment plan is: filling treatment for necrotic teeth, and tooth scaling preventive treatment. Assume that the patient's insurance information includes insurance product A and insurance product B, where insurance product A includes dental care, and insurance product B includes preferential purchase rights for oral products.
方案1为不采用保险产品的保单报销所有的治疗费用，对应的自费费用：a1=治疗材料费+其他费用；Option 1 reimburses all treatment expenses for policies that do not use insurance products, and the corresponding self-paid expenses: a1 = treatment material fee + other expenses;
方案2为仅采用保险产品A的保单报销所有的治疗费用，对应的自费费用：a2=（治疗材料费+其他费用）*（1-报销比例1）；Option 2 is to use only the insurance policy of insurance product A for reimbursement of all treatment expenses, and the corresponding self-paid expenses: a2 = (treatment material cost + other expenses) * (1-reimbursement ratio 1);
方案3为仅采用保险产品B的保单报销所有治疗费用，对应的自费费用：a3=治疗材料费*（1-报销比例2）+其他费用；Option 3 is to use only the insurance policy of insurance product B to reimburse all treatment expenses, and the corresponding self-paid expenses: a3 = treatment material cost * (1-reimbursement ratio 2) + other expenses;
方案4为结合保险产品A的保单和保险产品B的保单报销所有的治疗费用，对应的自费费用：a4=（治疗材料费*（1-报销比例2）+其他费用）*（1-报销比例1）。Option 4 is a combination of insurance product A's policy and insurance product B's policy to reimburse all treatment expenses, and the corresponding self-paid expenses: a4 = (treatment material cost * (1-reimbursement ratio 2) + other expenses) * (1-reimbursement ratio 1).
显然，采用方案4对应的自费费用最低，因此，方案4为目标治疗费用方案；即将治疗方案对应的治疗材料费用先采用保险产品B的保单进行报销，保险产品B的保单报销后的自费费用，与治疗方案中除上述保险产品B可以报销的治疗材料费用外的其他费用再采用保险产品A的保单进行报销，得到最佳费用分摊方案即为目标治疗费用方案。Obviously, the out-of-pocket expenses corresponding to plan 4 are the lowest, therefore, plan 4 is the target treatment cost plan; that is, the cost of treatment materials corresponding to the treatment plan is first reimbursed by the insurance policy of insurance product B, and the out-of-pocket expenses after reimbursement from the insurance policy of insurance product B, Other expenses in the treatment plan other than the cost of treatment materials that can be reimbursed by insurance product B above are reimbursed by the insurance policy of insurance product A, and the optimal cost-sharing plan is the target treatment cost plan.
本申请实施例通过获取参保信息，以及将参保信息和治疗方案输入目标决策模型，可以结合患者参保信息中的所有保单的报销情况，对治疗方案的费用进行分摊处理，自动生成自费费用最低的目标治疗费用方案，方便患者执行保单赔付流程，避免患者支付多余费用，进而减轻患者的经济负担。In the embodiment of the present application, by obtaining insurance information and inputting the insurance information and the treatment plan into the target decision-making model, the expenses of the treatment plan can be apportioned and automatically generated in combination with the reimbursement of all insurance policies in the patient's insurance information. The lowest target treatment cost plan is convenient for patients to execute the policy payment process, avoid patients paying excess expenses, and thus reduce the financial burden of patients.
步骤209，将所述诊断病历输入已训练的健康预测模型进行预测，获得相应的健康标签信息。Step 209: Input the diagnostic medical record into a trained health prediction model for prediction, and obtain corresponding health label information.
在本申请一实施例中，健康预测模型用于根据已知的用户病历预测未知的健康标签信息。健康标签信息可以认为是该用户未来患有预设疾病风险的概率。其中，健康预测模型是根据预先获取的训练样本集进行模型训练获得的预测模型，训练样本集为海量用户不同阶段的病历。In an embodiment of the present application, the health prediction model is used to predict unknown health label information according to known user medical records. The health label information can be considered as the probability that the user will suffer from a preset disease risk in the future. The health prediction model is a prediction model obtained by model training based on a pre-acquired training sample set, and the training sample set is the medical records of a large number of users at different stages.
在本申请一实施例中，为了提高预测结果的准确性，可以获取患者的包含当前诊断病历的历史诊断病历，该历史诊断病历可以是依据患者的身份信息获取。将历史诊断病历输入已训练好的健康预测模型进行预测，获得相应的健康标签信息。In an embodiment of the present application, in order to improve the accuracy of the prediction result, the patient's historical diagnosis medical record including the current diagnosis medical record may be obtained, and the historical diagnosis medical record may be obtained according to the patient's identity information. Input the historical diagnostic medical records into the trained health prediction model for prediction, and obtain the corresponding health label information.
步骤210，依据所述健康标签信息推荐对应的保险产品，并将所述保险产品发送至所述第一客户端。
在本申请一实施例中，健康标签信息可以是用户未来患有预设疾病风险的概率，服务端根据用户存在患有预设疾病风险的概率，从特定保险机构或市场上提供的多种保险产品中推荐适合用户的保险产品。其中，适合用户的保险产品可以是该用户未来患有预设疾病风险的概率较大时，参保疾病中包含预设疾病的保险产品；当参保疾病中包含预设疾病的保险产品不止一个时，还可以进一步根据患病概率、参保价格、报销比例等因素从多个保险产品中选择针对该预设疾病性价比最高或前几款的保险产品进行推荐。服务端将确定推荐的保险产品发送至第一客户端，以供患者进行投保参考。In an embodiment of the present application, the health label information may be the probability that the user will suffer from a preset disease risk in the future, and the server may select various insurance policies provided by a specific insurance institution or the market according to the probability that the user has a preset disease risk. The product recommends insurance products suitable for users. Among them, the insurance product suitable for the user may be an insurance product that includes a preset disease in the insured disease when the user has a high probability of suffering from a preset disease risk in the future; when there is more than one insurance product that includes a preset disease in the insured disease At the time of diagnosis, the most cost-effective or the first few insurance products for the preset disease can be recommended from multiple insurance products according to factors such as the probability of disease, the price of participating in the insurance, and the proportion of reimbursement. The server sends the determined and recommended insurance product to the first client for reference for the patient to apply for insurance.
在本申请实施例中，医生工作站系统的服务端通过获取所述视频通信过程中所述第一客户端与第二客户端之间传输的通信数据；对通信数据进行处理，得到电子病历信息；依据电子病历信息生成关联的问诊问题，并接收针对问诊问题的答复信息更新电子病历信息；然后将电子病历信息输入预设的诊断模型，输出对应的诊断病历，并将诊断病历发送至第二客户端供医生参考以确定治疗方案；接着，接收第二客户端发送的针对诊断病历的治疗方案；获取第一客户端对应的患者的参保信息，并依据参保信息和治疗方案得到目标治疗费用方案；最后，将诊断病历输入已训练的健康预测模型进行预测，得到相应的健康标签信息，并依据健康标签信息向第一客户端侧的患者推荐对应的保险产品。可以实现自动生成诊断病历，提高医生问诊效率和诊疗质量，并结合患者的参保信息，制定针对治疗方案的目标治疗费用方案，避免患者承担额外的治疗费用；以及依据患者的健康状况推荐对应的保险产品，打通医疗和保险，有利于患者进行健康管理和财富规划管理。In the embodiment of the present application, the server of the doctor workstation system obtains the electronic medical record information by acquiring the communication data transmitted between the first client and the second client in the video communication process; and processing the communication data; Generate associated consultation questions according to the electronic medical record information, and update the electronic medical record information by receiving the reply information for the consultation questions; then input the electronic medical record information into the preset diagnostic model, output the corresponding diagnostic medical records, and send the diagnostic medical records to the The second client is for doctors to refer to to determine the treatment plan; then, it receives the treatment plan sent by the second client for the diagnosis and medical records; obtains the insurance information of the patient corresponding to the first client, and obtains the target according to the insurance information and the treatment plan Treatment cost plan; finally, the diagnostic medical records are input into the trained health prediction model for prediction, the corresponding health label information is obtained, and corresponding insurance products are recommended to the patients on the first client side according to the health label information. It can automatically generate diagnostic medical records, improve the efficiency of doctor’s consultation and the quality of diagnosis and treatment, and formulate a target treatment cost plan for the treatment plan based on the patient’s insurance information, so as to avoid the patient from bearing additional treatment costs; and recommend corresponding treatment according to the patient’s health status. The insurance product, connecting medical treatment and insurance, is conducive to patients' health management and wealth planning management.
需要说明的是，对于方法实施例，为了简单描述，故将其都表述为一系列的动作组合，但是本领域技术人员应该知悉，本申请实施例并不受所描述的动作顺序的限制，因为依据本申请实施例，某些步骤可以采用其他顺序或者同时进行。其次，本领域技术人员也应该知悉，说明书中所描述的实施例均属于优选实施例，所涉及的动作并不一定是本申请实施例所必须的。It should be noted that, for the sake of simple description, the method embodiments are expressed as a series of action combinations, but those skilled in the art should know that the embodiments of the present application are not limited by the described action sequence, because According to the embodiments of the present application, certain steps may be performed in other sequences or simultaneously. Secondly, those skilled in the art should also know that the embodiments described in the specification are all preferred embodiments, and the actions involved are not necessarily required by the embodiments of the present application.
参照图3，示出了本申请一实施例提供的一种数据处理的装置的结构框图，该装置应用于医生工作站系统的服务端，所述医生工作站系统还包括与所述服务端分别连接的第一客户端和第二客户端，所述第一客户端和所述第二客户端通过所述服务端进行视频通信。该装置具体可以包括如下模块：Referring to FIG. 3, a block diagram of a data processing device provided by an embodiment of the present application is shown. The device is applied to a server of a doctor's workstation system, and the doctor's workstation system further includes a A first client and a second client, where the first client and the second client perform video communication through the server. The device may specifically include the following modules:
通信数据获取模块301，用于获取所述视频通信过程中所述第一客户端与所述第二客户端之间传输的通信数据；A communication
病历信息生成模块302，用于对所述通信数据进行处理，得到电子病历信息；a medical record
诊断病历生成模块303，用于将所述电子病历信息输入预设的诊断模型，输出对应的诊断病历，并将所述诊断病历发送至所述第二客户端；所述诊断病历包括所述电子病历信息以及对应的诊断结果；The diagnostic medical
治疗方案接收模块304，用于接收所述第二客户端发送的针对所述诊断病历的治疗方案；a treatment
费用方案确定模块305，用于获取所述第一客户端对应的患者的参保信息，并依据所述参保信息和所述治疗方案得到目标治疗费用方案。The cost
在本申请一实施例中，所述通信数据包括语音信息；所述病历信息生成模块302可以包括：In an embodiment of the present application, the communication data includes voice information; the medical record
文本识别子模块，用于从所述语音信息中识别文本信息；a text recognition submodule for recognizing text information from the voice information;
实体提取子模块，用于从所述文本信息中提取医疗命名实体及所述医疗命名实体的实体关系；an entity extraction submodule, used for extracting a medical named entity and the entity relationship of the medical named entity from the text information;
图谱匹配子模块，用于将所述医疗命名实体和所述实体关系和预设的知识图谱进行匹配；a graph matching submodule, used to match the medical named entity and the entity relationship with a preset knowledge graph;
病历信息生成子模块，用于采用匹配成功的所述医疗命名实体和所述实体关系，生成电子病历信息。The medical record information generating sub-module is used for generating electronic medical record information by adopting the successfully matched medical named entity and the entity relationship.
在本申请一实施例中，所述通信数据包括人脸图像信息；所述病历信息生成模块302可以包括：In an embodiment of the present application, the communication data includes face image information; the medical record
情绪识别子模块，用于对所述患者的人脸图像信息进行识别，得到对应的情绪信息；an emotion recognition submodule, used for recognizing the patient's face image information to obtain corresponding emotion information;
情绪信息添加子模块，用于在所述电子病历信息中添加所述情绪信息。An emotional information adding sub-module, configured to add the emotional information to the electronic medical record information.
在本申请一实施例中，所述装置还可以包括：In an embodiment of the present application, the apparatus may further include:
问诊问题生成模块，用于依据所述电子病历信息生成关联的问诊问题；An inquiry question generation module, configured to generate an associated inquiry question according to the electronic medical record information;
病历信息更新模块，用于接收针对所述问诊问题的答复信息，并依据所述答复信息更新所述电子病历信息。A medical record information update module, configured to receive reply information for the inquiry question, and update the electronic medical record information according to the reply information.
在本申请一实施例中，所述装置还可以包括：In an embodiment of the present application, the apparatus may further include:
治疗方案添加模块，用于将所述治疗方案添加到所述诊断病历中。A treatment plan adding module is used to add the treatment plan to the diagnostic medical record.
在本申请一实施例中，所述费用方案确定模块305可以包括：In an embodiment of the present application, the fee
决策模型获取子模块，用于获取目标决策模型；The decision model obtaining sub-module is used to obtain the target decision model;
费用方案确定子模块，用于将所述参保信息和所述治疗方案输入所述目标决策模型，得到目标治疗费用方案。The cost plan determination sub-module is used for inputting the insurance participation information and the treatment plan into the target decision model to obtain a target treatment cost plan.
在本申请一实施例中，所述装置还可以包括：In an embodiment of the present application, the apparatus may further include:
健康标签信息获取模块，用于将所述诊断病历输入已训练的健康预测模型进行预测，获得相应的健康标签信息；a health label information acquisition module, used to input the diagnostic medical record into a trained health prediction model for prediction, and obtain corresponding health label information;
保险产品推荐模块，用于依据所述健康标签信息推荐对应的保险产品，并将所述保险产品发送至所述第一客户端。An insurance product recommendation module, configured to recommend a corresponding insurance product according to the health label information, and send the insurance product to the first client.
对于装置实施例而言，由于其与方法实施例基本相似，所以描述的比较简单，相关之处参见方法实施例的部分说明即可。As for the apparatus embodiment, since it is basically similar to the method embodiment, the description is relatively simple, and reference may be made to the partial description of the method embodiment for related parts.
本申请一实施例还提供了一种数据处理系统，该数据处理系统包括服务端、与所述服务端分别连接的第一客户端和第二客户端；所述第一客户端和当所述第二客户端通过所述服务端进行视频通信时；所述服务端用于执行如上数据处理的方法的步骤。An embodiment of the present application further provides a data processing system, the data processing system includes a server, a first client and a second client respectively connected to the server; the first client and the When the second client performs video communication through the server; the server is configured to execute the steps of the above data processing method.
本申请一实施例还提供了一种电子设备，可以包括处理器、存储器及存储在存储器上并能够在处理器上运行的计算机程序，计算机程序被处理器执行时实现如上数据处理的方法的步骤。An embodiment of the present application also provides an electronic device, which may include a processor, a memory, and a computer program stored in the memory and capable of running on the processor. The computer program is executed by the processor to implement the steps of the above data processing method .
本申请一实施例还提供了计算机可读存储介质，计算机可读存储介质上存储计算机程序，计算机程序被处理器执行时实现如上数据处理的方法的步骤。An embodiment of the present application further provides a computer-readable storage medium, where a computer program is stored on the computer-readable storage medium, and when the computer program is executed by a processor, the steps of the above data processing method are implemented.
本说明书中的各个实施例均采用递进的方式描述，每个实施例重点说明的都是与其他实施例的不同之处，各个实施例之间相同相似的部分互相参见即可。The various embodiments in this specification are described in a progressive manner, and each embodiment focuses on the differences from other embodiments, and the same and similar parts between the various embodiments may be referred to each other.
本领域内的技术人员应明白，本申请实施例的实施例可提供为方法、装置、或计算机程序产品。因此，本申请实施例可采用完全硬件实施例、完全软件实施例、或结合软件和硬件方面的实施例的形式。而且，本申请实施例可采用在一个或多个其中包含有计算机可用程序代码的计算机可用存储介质(包括但不限于磁盘存储器、CD-ROM、光学存储器等)上实施的计算机程序产品的形式。Those skilled in the art should understand that the embodiments of the embodiments of the present application may be provided as methods, apparatuses, or computer program products. Accordingly, the embodiments of the present application may take the form of an entirely hardware embodiment, an entirely software embodiment, or an embodiment combining software and hardware aspects. Furthermore, embodiments of the present application may take the form of a computer program product implemented on one or more computer-usable storage media (including but not limited to disk storage, CD-ROM, optical storage, etc.) having computer-usable program code embodied therein.
本申请实施例是参照根据本申请实施例的方法、终端设备(系统)、和计算机程序产品的流程图和／或方框图来描述的。应理解可由计算机程序指令实现流程图和／或方框图中的每一流程和／或方框、以及流程图和／或方框图中的流程和／或方框的结合。可提供这些计算机程序指令到通用计算机、专用计算机、嵌入式处理机或其他可编程数据处理终端设备的处理器以产生一个机器，使得通过计算机或其他可编程数据处理终端设备的处理器执行的指令产生用于实现在流程图一个流程或多个流程和／或方框图一个方框或多个方框中指定的功能的装置。The embodiments of the present application are described with reference to the flowcharts and/or block diagrams of the methods, terminal devices (systems), and computer program products according to the embodiments of the present application. It will be understood that each flow and/or block in the flowcharts and/or block diagrams, and combinations of flows and/or blocks in the flowcharts and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to the processor of a general purpose computer, special purpose computer, embedded processor or other programmable data processing terminal equipment to produce a machine that causes the instructions to be executed by the processor of the computer or other programmable data processing terminal equipment Means are created for implementing the functions specified in a flow or flows of the flowcharts and/or a block or blocks of the block diagrams.
这些计算机程序指令也可存储在能引导计算机或其他可编程数据处理终端设备以特定方式工作的计算机可读存储器中，使得存储在该计算机可读存储器中的指令产生包括指令装置的制造品，该指令装置实现在流程图一个流程或多个流程和／或方框图一个方框或多个方框中指定的功能。These computer program instructions may also be stored in a computer readable memory capable of directing a computer or other programmable data processing terminal equipment to operate in a particular manner, such that the instructions stored in the computer readable memory result in an article of manufacture comprising instruction means, the The instruction means implement the functions specified in the flow or flows of the flowcharts and/or the block or blocks of the block diagrams.
这些计算机程序指令也可装载到计算机或其他可编程数据处理终端设备上，使得在计算机或其他可编程终端设备上执行一系列操作步骤以产生计算机实现的处理，从而在计算机或其他可编程终端设备上执行的指令提供用于实现在流程图一个流程或多个流程和／或方框图一个方框或多个方框中指定的功能的步骤。These computer program instructions can also be loaded on a computer or other programmable data processing terminal equipment, so that a series of operational steps are performed on the computer or other programmable terminal equipment to produce a computer-implemented process, thereby executing on the computer or other programmable terminal equipment The instructions executed on the above provide steps for implementing the functions specified in one or more of the flowcharts and/or one or more blocks of the block diagrams.
尽管已描述了本申请实施例的优选实施例，但本领域内的技术人员一旦得知了基本创造性概念，则可对这些实施例做出另外的变更和修改。所以，所附权利要求意欲解释为包括优选实施例以及落入本申请实施例范围的所有变更和修改。Although the preferred embodiments of the embodiments of the present application have been described, those skilled in the art may make additional changes and modifications to these embodiments once the basic inventive concepts are known. Therefore, the appended claims are intended to be construed to include the preferred embodiments as well as all changes and modifications that fall within the scope of the embodiments of the present application.
最后，还需要说明的是，在本文中，诸如第一和第二等之类的关系术语仅仅用来将一个实体或者操作与另一个实体或操作区分开来，而不一定要求或者暗示这些实体或操作之间存在任何这种实际的关系或者顺序。而且，术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含，从而使得包括一系列要素的过程、方法、物品或者终端设备不仅包括那些要素，而且还包括没有明确列出的其他要素，或者是还包括为这种过程、方法、物品或者终端设备所固有的要素。在没有更多限制的情况下，由语句“包括一个……”限定的要素，并不排除在包括所述要素的过程、方法、物品或者终端设备中还存在另外的相同要素。Finally, it should also be noted that in this document, relational terms such as first and second are used only to distinguish one entity or operation from another, and do not necessarily require or imply these entities or there is any such actual relationship or sequence between operations. Moreover, the terms "comprising", "comprising" or any other variation thereof are intended to encompass non-exclusive inclusion such that a process, method, article or terminal device that includes a list of elements includes not only those elements, but also a non-exclusive list of elements. other elements, or also include elements inherent to such a process, method, article or terminal equipment. Without further limitation, an element defined by the phrase "comprises a..." does not preclude the presence of additional identical elements in the process, method, article or terminal device comprising said element.
以上对本申请所提供的数据处理的方法及装置、系统、存储介质，进行了详细介绍，本文中应用了具体个例对本申请的原理及实施方式进行了阐述，以上实施例的说明只是用于帮助理解本申请的方法及其核心思想；同时，对于本领域的一般技术人员，依据本申请的思想，在具体实施方式及应用范围上均会有改变之处，综上所述，本说明书内容不应理解为对本申请的限制。The data processing method, device, system and storage medium provided by the present application have been introduced in detail above. Specific examples are used in this paper to illustrate the principles and implementations of the present application. The descriptions of the above embodiments are only used to help At the same time, for those of ordinary skill in the art, according to the idea of this application, there will be changes in the specific implementation and application scope. In summary, the content of this specification does not It should be understood as a limitation of this application.
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