技术领域technical field
本发明涉及医学检测领域，尤其涉及一种用于内分泌检测分析的数据预警方法及装置。The invention relates to the field of medical detection, in particular to a data early warning method and device for endocrine detection and analysis.
背景技术Background technique
现如今，随着样本检测项目的增加，样本量的增加，样本周转时间按照原有流程将会延长，但现实需求要求尽可能缩短样本周转时间，因此，如何有条不紊地对样本进行分类、合理有效地优化实验室检测流程，实验室信息系统的设计的合理便捷性便成为了关键。目前独立实验室开展项目的类别主要分：理化质谱检验、基因组检验、病理诊断、生化发光检验、免疫学检验以及其它综合检验等。由于样本检测项目增多，加上项目内容更新快，因此对检测项目相关数据的审核人员的要求也不断提升。但是，在样本周转时间缩短要求的压力下，审核人员可能会为了追求速度而简化或者疏忽应有的审核处理环节，最终导致审核结果的错误率大幅增加。Nowadays, with the increase of sample testing items and sample size, the sample turnaround time will be extended according to the original process, but the actual demand requires that the sample turnaround time be shortened as much as possible. Therefore, how to classify samples in an orderly, reasonable and effective manner To optimize the laboratory testing process efficiently, the reasonable and convenient design of the laboratory information system becomes the key. At present, the categories of projects carried out by independent laboratories are mainly divided into: physical and chemical mass spectrometry testing, genomic testing, pathological diagnosis, biochemical luminescence testing, immunological testing and other comprehensive testing. Due to the increase in sample testing items and the rapid update of project content, the requirements for reviewers of data related to testing items are also constantly increasing. However, under the pressure of shortening the sample turnaround time, auditors may simplify or neglect due audit processing links in pursuit of speed, which eventually leads to a substantial increase in the error rate of audit results.
异常样本，除包括受脂血、溶血等干扰的样本外，还包括实验结果异常的样本。这些样本实验结果的核查均需要人工进行处理，如进行离心再测、推片镜检或联系临床等处理。这样的样本实验结果核查耗费大量时间，从而会大幅度延迟其它报告的发出时间，因此，在缩短样本周转时间的压力下，实验室人员可能会疏忽或者简化应有的处理流程，导致结果的风险大幅增加。Abnormal samples include not only samples interfered by lipemia, hemolysis, etc., but also samples with abnormal experimental results. The verification of the experimental results of these samples requires manual processing, such as centrifugation and re-testing, microscopic examination of pushed slides, or contacting clinics. The verification of such sample test results takes a lot of time, which will greatly delay the issuance of other reports. Therefore, under the pressure of shortening the sample turnaround time, laboratory personnel may neglect or simplify the proper processing procedures, resulting in the risk of results. A substantial increase.
发明内容Contents of the invention
本发明提出一种用于内分泌检测分析的数据预警方法及装置，能够提高数据核查的效率和准确率，实现对数据的实时监控，保证数据的正确性。The invention proposes a data early warning method and device for endocrine detection and analysis, which can improve the efficiency and accuracy of data verification, realize real-time monitoring of data, and ensure the correctness of data.
本发明提供的一种用于内分泌检测分析的数据预警方法，具体包括：A data early warning method for endocrine detection and analysis provided by the present invention specifically includes:
接收数据核查指令；Receive data verification instructions;
根据所述数据核查指令，获得待核查项目的待核查数据；Obtain the data to be verified of the item to be verified according to the data verification instruction;
根据预先获得的基准数据及预先设置的基准阈值，确定标准数据范围；Determine the standard data range according to the pre-obtained benchmark data and the preset benchmark threshold;
判断所述待核查数据是否位于所述标准数据范围内；judging whether the data to be checked is within the range of the standard data;
若所述待核查数据不位于所述标准数据范围内，则生成并显示相应的预警信息。If the data to be checked is not within the range of the standard data, corresponding warning information is generated and displayed.
进一步地，所述根据所述数据核查指令，获得待核查项目的待核查数据，具体包括：Further, according to the data verification instruction, obtaining the data to be verified of the item to be verified specifically includes:
根据所述数据核查指令，查找获得所述待核查项目；Find and obtain the items to be checked according to the data checking instruction;
获取所述待核查项目的所有历史数据；Obtain all historical data of the item to be verified;
根据所述数据核查指令获得数据筛选条件，并根据所述数据筛选条件对所述历史数据进行筛选，获得至少一个符合所述数据筛选条件的目标历史数据；其中，所述数据筛选条件包括数据数值范围、数据生成时间范围以及数据内容；Obtain data filtering conditions according to the data checking instruction, and filter the historical data according to the data filtering conditions to obtain at least one target historical data that meets the data filtering conditions; wherein, the data filtering conditions include data values Scope, time frame of data generation and data content;
将每个所述目标历史数据依次设置为所述待核查数据。Each of the target historical data is sequentially set as the data to be checked.
进一步地，所述根据所述数据核查指令，获得待核查项目的待核查数据，具体包括：Further, according to the data verification instruction, obtaining the data to be verified of the item to be verified specifically includes:
根据所述数据核查指令，查找获得所述待核查项目；Find and obtain the items to be checked according to the data checking instruction;
获取所述待核查项目的所有历史数据，并将所有所述历史数据按照生成时间的先后顺序排列；Obtaining all historical data of the items to be checked, and arranging all the historical data in the order of generation time;
依次将每个所述历史数据设置为所述待核查数据；Setting each of the historical data in turn as the data to be checked;
则在所述根据所述数据核查指令，获得待核查项目的待核查数据之后，所述根据预先获得的基准数据及预先设置的基准阈值，确定标准数据范围之前，还包括：Then, after the data to be checked of the item to be checked is obtained according to the data checking instruction, and before the standard data range is determined according to the pre-obtained benchmark data and the preset benchmark threshold, it also includes:
将所述待核查数据的前N个所述历史数据设置为所述基准数据；其中，N≥1。Setting the first N historical data of the data to be checked as the benchmark data; wherein, N≥1.
进一步地，所述根据预先获得的基准数据及预先设置的基准阈值，确定标准数据范围，具体包括：Further, the determination of the standard data range according to the pre-obtained benchmark data and the preset benchmark threshold specifically includes:
将所述基准数据与所述基准阈值之和设置为所述标准数据范围的范围上限，并将所述基准数据与所述基准阈值之差设置为所述标准数据范围的范围下限；或者，setting the sum of the reference data and the reference threshold as the upper limit of the standard data range, and setting the difference between the reference data and the reference threshold as the lower limit of the standard data range; or,
当所述基准数据大于所述基准阈值时，将所述基准阈值设置为所述标准数据范围的范围下限；或者，When the reference data is greater than the reference threshold, setting the reference threshold as the lower limit of the standard data range; or,
当所述基准数据小于所述基准阈值时，将所述基准阈值设置为所述标准数据范围的范围上限。When the reference data is smaller than the reference threshold, the reference threshold is set as the upper limit of the standard data range.
进一步地，所述待核查项目为雌二醇检测项目；所述基准阈值包括第一阈值、第二阈值和第三阈值；所述第一阈值为20％；所述第二阈值为10％；所述第三阈值为8％；所述标准数据范围包括第一标准数据范围、第二标准数据范围以及第三标准数据范围；Further, the item to be checked is an estradiol detection item; the reference threshold includes a first threshold, a second threshold and a third threshold; the first threshold is 20%; the second threshold is 10%; The third threshold is 8%; the standard data range includes a first standard data range, a second standard data range and a third standard data range;
则所述根据预先获得的基准数据及预先设置的基准阈值，确定标准数据范围，具体包括：Then, the standard data range is determined according to the pre-obtained benchmark data and the preset benchmark threshold, specifically including:
分别计算所述基准数据与所述第一阈值、所述第二阈值以及所述第三阈值之间的乘积，对应获得第四阈值、第五阈值以及第六阈值；Calculating the products of the reference data and the first threshold, the second threshold, and the third threshold respectively, correspondingly obtaining a fourth threshold, a fifth threshold, and a sixth threshold;
将所述基准数据与所述第四阈值之和设置为所述第一标准数据范围的范围上限，并将所述基准数据与所述第四阈值之差设置为所述第一标准数据范围的范围下限；Setting the sum of the reference data and the fourth threshold as the upper limit of the first standard data range, and setting the difference between the reference data and the fourth threshold as the upper limit of the first standard data range range lower limit;
将所述基准数据与所述第五阈值之和设置为所述第二标准数据范围的范围上限，并将所述基准数据与所述第五阈值之差设置为所述第二标准数据范围的范围下限；Setting the sum of the reference data and the fifth threshold as the upper limit of the second standard data range, and setting the difference between the reference data and the fifth threshold as the second standard data range range lower limit;
将所述基准数据与所述第六阈值之和设置为所述第三标准数据范围的范围上限，并将所述基准数据与所述第六阈值之差设置为所述第三标准数据范围的范围下限；Setting the sum of the reference data and the sixth threshold as the upper limit of the third standard data range, and setting the difference between the reference data and the sixth threshold as the upper limit of the third standard data range range lower limit;
则所述判断所述待核查数据是否位于所述标准数据范围内，具体包括：Then the determination of whether the data to be checked is within the range of the standard data includes:
判断所述基准数据的大小；judging the size of the benchmark data;
若所述基准数据大于10，则判断所述待核查数据是否位于所述第一标准数据范围内；If the benchmark data is greater than 10, then judging whether the data to be checked is within the range of the first standard data;
若所述基准数据大于等于5且小于等于10，则判断所述待核查数据是否位于所述第二标准数据范围内；If the reference data is greater than or equal to 5 and less than or equal to 10, then judging whether the data to be checked is within the range of the second standard data;
若所述基准数据小于5，则判断所述待核查数据是否位于所述第三标准数据范围内。If the reference data is less than 5, it is judged whether the data to be checked is within the third standard data range.
进一步地，所述待核查项目为雌二醇检测项目；所述基准阈值为3；Further, the item to be checked is an estradiol detection item; the reference threshold is 3;
则所述根据预先获得的基准数据及预先设置的基准阈值，确定标准数据范围，具体包括：Then, the standard data range is determined according to the pre-obtained benchmark data and the preset benchmark threshold, specifically including:
将所述基准数据与所述基准阈值之和设置为所述标准数据范围的范围上限，并将所述基准数据与所述基准阈值之差设置为所述标准数据范围的范围下限；setting the sum of the reference data and the reference threshold as the upper limit of the standard data range, and setting the difference between the reference data and the reference threshold as the lower limit of the standard data range;
则所述判断所述待核查数据是否位于所述标准数据范围内，具体包括：Then the determination of whether the data to be checked is within the range of the standard data includes:
判断所述基准数据是否大于2；Judging whether the benchmark data is greater than 2;
若所述基准数据大于2，则判断所述待核查数据是否位于所述标准数据范围内。If the reference data is greater than 2, it is judged whether the data to be checked is within the range of the standard data.
进一步地，所述待核查项目为雌二醇检测项目；所述基准阈值为10；Further, the item to be checked is an estradiol detection item; the benchmark threshold is 10;
则所述根据预先获得的基准数据及预先设置的基准阈值，确定标准数据范围，具体包括：Then, the standard data range is determined according to the pre-obtained benchmark data and the preset benchmark threshold, specifically including:
判断所述基准数据是否大于所述基准阈值；judging whether the reference data is greater than the reference threshold;
若是，则将所述基准阈值设置为所述标准数据范围的范围下限；If so, setting the reference threshold as the lower limit of the standard data range;
若否，则将所述基准阈值设置为所述标准数据范围的范围上限。If not, the reference threshold is set as the upper limit of the standard data range.
相应地，本发明还提供了一种用于内分泌检测分析的数据预警装置，具体包括：Correspondingly, the present invention also provides a data early warning device for endocrine detection and analysis, which specifically includes:
数据核查指令接收模块，用于接收数据核查指令；The data verification instruction receiving module is used to receive the data verification instruction;
待核查数据获得模块，用于根据所述数据核查指令，获得待核查项目的待核查数据；The data to be checked obtaining module is used to obtain the data to be checked of the item to be checked according to the data checking instruction;
标准数据范围确定模块，用于根据预先获得的基准数据及预先设置的基准阈值，确定标准数据范围；The standard data range determination module is used to determine the standard data range according to the pre-obtained benchmark data and the preset benchmark threshold;
数据核查模块，用于判断所述待核查数据是否位于所述标准数据范围内；以及，A data checking module, configured to determine whether the data to be checked is within the range of the standard data; and,
预警信息生成显示模块，用于当所述待核查数据不位于所述标准数据范围内时，生成并显示相应的预警信息。The early warning information generation and display module is used to generate and display corresponding early warning information when the data to be checked is not within the range of the standard data.
进一步地，所述待核查数据获得模块，具体包括：Further, the data acquisition module to be verified specifically includes:
待核查项目获得单元，用于根据所述数据核查指令，查找获得所述待核查项目；an item to be checked obtaining unit, configured to search for and obtain the item to be checked according to the data checking instruction;
历史数据序列获得单元，用于获取所述待核查项目的所有历史数据，并将所有所述历史数据按照生成时间的先后顺序排列；以及，A historical data sequence obtaining unit, configured to obtain all historical data of the item to be checked, and arrange all the historical data in the order of generation time; and,
待核查数据设置单元，用于依次将每个所述历史数据设置为所述待核查数据；A data-to-be-checked setting unit, configured to sequentially set each of the historical data as the data to be checked;
则所述用于内分泌检测分析的数据预警装置，还包括：Then the data early warning device for endocrine detection and analysis also includes:
基准数据设置模块，用于将所述待核查数据的前N个所述历史数据设置为所述基准数据；其中，N≥1。A benchmark data setting module, configured to set the first N historical data of the data to be checked as the benchmark data; wherein, N≥1.
进一步地，所述待核查项目为雌二醇检测项目；所述基准阈值包括第一阈值、第二阈值和第三阈值；所述第一阈值为20％；所述第二阈值为10％；所述第三阈值为8％；所述标准数据范围包括第一标准数据范围、第二标准数据范围以及第三标准数据范围；Further, the item to be checked is an estradiol detection item; the reference threshold includes a first threshold, a second threshold and a third threshold; the first threshold is 20%; the second threshold is 10%; The third threshold is 8%; the standard data range includes a first standard data range, a second standard data range and a third standard data range;
则所述标准数据范围确定模块，具体包括：Then the standard data range determination module specifically includes:
阈值计算获得单元，用于分别计算所述基准数据与所述第一阈值、所述第二阈值以及所述第三阈值之间的乘积，对应获得第四阈值、第五阈值以及第六阈值；A threshold calculation and obtaining unit, configured to calculate the products of the reference data and the first threshold, the second threshold, and the third threshold, respectively, to obtain a fourth threshold, a fifth threshold, and a sixth threshold correspondingly;
第一标准数据范围设置单元，用于将所述基准数据与所述第四阈值之和设置为所述第一标准数据范围的范围上限，并将所述基准数据与所述第四阈值之差设置为所述第一标准数据范围的范围下限；A first standard data range setting unit, configured to set the sum of the reference data and the fourth threshold as the upper limit of the first standard data range, and set the difference between the reference data and the fourth threshold Set as the range lower limit of the first standard data range;
第二标准数据范围设置单元，用于将所述基准数据与所述第五阈值之和设置为所述第二标准数据范围的范围上限，并将所述基准数据与所述第五阈值之差设置为所述第二标准数据范围的范围下限；以及，The second standard data range setting unit is configured to set the sum of the reference data and the fifth threshold as the upper limit of the second standard data range, and set the difference between the reference data and the fifth threshold set as the lower range limit of the second standard data range; and,
第三标准数据范围设置单元，用于将所述基准数据与所述第六阈值之和设置为所述第三标准数据范围的范围上限，并将所述基准数据与所述第六阈值之差设置为所述第三标准数据范围的范围下限。A third standard data range setting unit, configured to set the sum of the reference data and the sixth threshold as the upper limit of the third standard data range, and set the difference between the reference data and the sixth threshold Set to the lower limit of the third standard data range.
则所述数据核查模块，具体包括：Then the data verification module specifically includes:
待核查数据大小判断单元，用于判断所述基准数据的大小；以及，a data size judgment unit to be checked, configured to judge the size of the reference data; and,
第一数据核查单元，用于当所述基准数据大于10时，判断所述待核查数据是否位于所述第一标准数据范围内；或者，A first data checking unit, configured to determine whether the data to be checked is within the first standard data range when the reference data is greater than 10; or,
第二数据核查单元，用于当所述基准数据大于等于5且小于等于10时，判断所述待核查数据是否位于所述第二标准数据范围内；或者，The second data checking unit is configured to determine whether the data to be checked is within the second standard data range when the reference data is greater than or equal to 5 and less than or equal to 10; or,
第三数据核查单元，用于当所述基准数据小于5时，判断所述待核查数据是否位于所述第三标准数据范围内。A third data checking unit, configured to determine whether the data to be checked is within the third standard data range when the reference data is less than 5.
实施本发明，具有如下有益效果：Implement the present invention, have following beneficial effect:
本发明提供的用于内分泌检测分析的数据预警方法及装置，通过在系统中设置基准阈值，使得系统能够自动地根据该基准阈值判断待核查数据与基准数据之间的一致性，从而判断该待核查数据是否正常，大大减少甚至避免了数据核查过程中的人工因素的介入，因此能够提高数据核查的效率和准确率，进而能够实现对数据的实时监控，保证数据的正确性。The data early warning method and device for endocrine detection and analysis provided by the present invention, by setting a reference threshold in the system, enables the system to automatically judge the consistency between the data to be checked and the reference data according to the reference threshold, thereby judging the Checking whether the data is normal can greatly reduce or even avoid the intervention of human factors in the data verification process, so it can improve the efficiency and accuracy of data verification, and then can realize real-time monitoring of data and ensure the correctness of data.
附图说明Description of drawings
图1是本发明提供的用于内分泌检测分析的数据预警方法的一个优选的实施例的流程示意图；Figure 1 is a schematic flow diagram of a preferred embodiment of the data early warning method for endocrine detection and analysis provided by the present invention;
图2是本发明提供的用于内分泌检测分析的数据预警装置的一个优选的实施例的结构示意图。Fig. 2 is a structural schematic diagram of a preferred embodiment of the data warning device for endocrine detection and analysis provided by the present invention.
具体实施方式detailed description
下面将结合本发明实施例中的附图，对本发明实施例中的技术方案进行清楚、完整地描述，显然，所描述的实施例仅仅是本发明一部分实施例，而不是全部的实施例。基于本发明中的实施例，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，都属于本发明保护的范围。The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.
本发明通过将待核查数据和基准数据进行比较，并通过设定基准阈值来定量地判定该待核查数据和该基准数据之间是否具有一致性，从而判断该待核查数据是否正常，并在判断发现该待核查数据异常时，生成并显示相应的预警信息。本发明由于能够根据预设的基准阈值来自动地对待核查数据和基准数据之间的一致性进行判断，进而判断待核查数据是否正常，能够减少甚至避免人工因素的介入，因此能够提高数据核查的效率和准确率，实现对数据的实时监控，保证数据的正确性。The present invention compares the data to be checked with the reference data and quantitatively determines whether there is consistency between the data to be checked and the reference data by setting a reference threshold, thereby judging whether the data to be checked is normal, and judging When the data to be checked is found to be abnormal, corresponding warning information is generated and displayed. Since the present invention can automatically judge the consistency between the data to be checked and the reference data according to the preset reference threshold, and then judge whether the data to be checked is normal, it can reduce or even avoid the intervention of artificial factors, so it can improve the efficiency of data checking. Efficiency and accuracy, to achieve real-time monitoring of data, to ensure the correctness of data.
如图1所示，为本发明提供的用于内分泌检测分析的数据预警方法的一个优选的实施例的流程示意图，包括步骤S11至S15，具体如下：As shown in Figure 1, it is a schematic flow diagram of a preferred embodiment of the data early warning method for endocrine detection and analysis provided by the present invention, including steps S11 to S15, specifically as follows:
S11：接收数据核查指令；S11: Receive a data verification instruction;
S12：根据所述数据核查指令，获得待核查项目的待核查数据；S12: Obtain the data to be verified of the item to be verified according to the data verification instruction;
S13：根据预先获得的基准数据及预先设置的基准阈值，确定标准数据范围；S13: Determine the standard data range according to the pre-obtained benchmark data and the preset benchmark threshold;
S14：判断所述待核查数据是否位于所述标准数据范围内；S14: judging whether the data to be checked is within the range of the standard data;
S15：若所述待核查数据不位于所述标准数据范围内，则生成并显示相应的预警信息。S15: If the data to be checked is not within the range of the standard data, generate and display corresponding warning information.
需要说明的是，在对数据进行核查之前，核查人员需要在系统中设置基准阈值，以作为对待核查数据与基准数据之间的一致性进行判断的标准。可以理解的是，所设置的基准阈值的个数可以为一个，也可以为多个。与此同时，核查人员还需要在系统中设置需要进行核查的待核查项目。It should be noted that before checking the data, the checker needs to set a benchmark threshold in the system as a criterion for judging the consistency between the data to be checked and the benchmark data. It can be understood that the number of the set reference thresholds may be one or multiple. At the same time, the inspectors also need to set the items to be verified that need to be verified in the system.
在完成对系统的设置之后，核查人员向系统发送数据核查指令，以触发系统的数据核查流程。系统在接收到核查人员发送的数据核查指令之后，根据预先的设置，获取上述待核查项目的待核查数据。随后，系统将该待核查数据与预先获取的基准数据进行比较，并借助上述基准阈值判断该待核查数据与该基准数据是否一致。具体地，系统根据该基准数据与该基准阈值计算获得一个标准数据范围，并判断该待核查数据是否位于该标准数据范围内。若该待核查数据在该标准数据范围内，则认为该待核查数据与该基准数据相一致，该待核查数据正常，因此不对该待核查数据进行处理；若该待核查数据不在该标准数据范围内，则认为该待核查数据与该基准数据不相一致，该待核查数据异常，因此生成相应的预警信息，并在人机交互设备(如，显示屏等)中显示该预警信息，以使核查人员根据该预警信息对该待核查数据进行相应的处理。After completing the setting of the system, the checker sends a data check command to the system to trigger the data check process of the system. After receiving the data verification instruction sent by the inspector, the system obtains the data to be verified of the above items to be verified according to the preset settings. Subsequently, the system compares the data to be checked with pre-acquired reference data, and judges whether the data to be checked is consistent with the reference data by means of the reference threshold. Specifically, the system calculates and obtains a standard data range according to the benchmark data and the benchmark threshold, and judges whether the data to be checked is within the standard data range. If the data to be verified is within the standard data range, it is considered that the data to be verified is consistent with the benchmark data, and the data to be verified is normal, so the data to be verified will not be processed; if the data to be verified is not within the standard data range , it is considered that the data to be checked is inconsistent with the benchmark data, and the data to be checked is abnormal, so the corresponding early warning information is generated and displayed on the human-computer interaction device (such as a display screen, etc.), so that The checker performs corresponding processing on the data to be checked according to the early warning information.
本发明实施例通过在系统中设置基准阈值，使得系统能够自动地根据该基准阈值判断待核查数据与基准数据之间的一致性，从而判断该待核查数据是否正常，大大减少甚至避免了数据核查过程中的人工因素的介入，因此能够提高数据核查的效率和准确率，进而能够实现对数据的实时监控，保证数据的正确性。In the embodiment of the present invention, by setting a reference threshold in the system, the system can automatically judge the consistency between the data to be checked and the reference data according to the reference threshold, thereby judging whether the data to be checked is normal, greatly reducing or even avoiding data checking The intervention of human factors in the process can improve the efficiency and accuracy of data verification, and then realize real-time monitoring of data to ensure the correctness of data.
更优选地，所述根据所述数据核查指令，获得待核查项目的待核查数据，具体包括：More preferably, according to the data verification instruction, obtaining the data to be verified of the item to be verified specifically includes:
根据所述数据核查指令，查找获得所述待核查项目；Find and obtain the items to be checked according to the data checking instruction;
获取所述待核查项目的所有历史数据；Obtain all historical data of the item to be verified;
根据所述数据核查指令获得数据筛选条件，并根据所述数据筛选条件对所述历史数据进行筛选，获得至少一个符合所述数据筛选条件的目标历史数据；其中，所述数据筛选条件包括数据数值范围、数据生成时间范围以及数据内容；Obtain data filtering conditions according to the data checking instruction, and filter the historical data according to the data filtering conditions to obtain at least one target historical data that meets the data filtering conditions; wherein, the data filtering conditions include data values Scope, time frame of data generation and data content;
将每个所述目标历史数据依次设置为所述待核查数据。Each of the target historical data is sequentially set as the data to be checked.
需要说明的是，系统中存储有待核查项目的若干历史数据。系统在接收到用户发送的数据核查指令之后，获取系统中的待核查项目的所有历史数据，并对这些历史数据进行筛选。具体地，系统根据所接收到的数据核查指令获得相应的数据筛选条件(包括待核查项目中的各个数据的数据数值范围、数据生成时间范围以及数据内容等)，并从所获得的所有历史数据中筛选出符合该数据筛选条件的历史数据，并将这些符合该数据筛选条件的历史数据作为目标历史数据。最后，按照核查人员的控制或者预先设置的控制逻辑，将这些目标历史数据中的一个目标历史数据设置为待核查数据，并对该待核查数据进行核查，并采用相同的方法，完成对其他目标历史数据的数据核查。It should be noted that some historical data of items to be checked are stored in the system. After the system receives the data verification instruction sent by the user, it obtains all historical data of the items to be verified in the system, and screens these historical data. Specifically, the system obtains the corresponding data screening conditions (including the data value range, data generation time range and data content, etc.) of each data in the item to be verified according to the received data verification instruction, and from all the historical data obtained Filter out the historical data that meets the data filtering conditions, and use these historical data that meet the data filtering conditions as the target historical data. Finally, according to the control of the inspector or the pre-set control logic, set one of the target historical data as the data to be checked, and check the data to be checked, and use the same method to complete the other targets. Data verification of historical data.
例如，假设待核查项目为A，系统中存储有待核查项目A的前5天的历史数据a1、a2、a3、a4和a5。系统在接收到数据核查指令之后，获取该待核查项目A的所有历史数据a1、a2、a3、a4和a5，并根据数据筛选条件对这些历史数据进行筛选。假设历史数据a2、a3和a5为符合该数据筛选条件的历史数据，则将该历史数据a2、a3和a5均设置为目标历史数据。随后，系统根据预先设置的某一控制逻辑，首先将目标历史数据a2设置为待核查数据，并对该待核查数据a2进行数据核查，随后将目标历史数据a3设置为待核查数据，并对该待核查数据a3进行数据核查，最后将目标历史数据a5设置为待核查数据，并对该待核查数据a5进行数据核查。For example, suppose the item to be checked is A, and the historical data a1, a2, a3, a4 and a5 of the first 5 days of the item A to be checked are stored in the system. After receiving the data verification instruction, the system obtains all historical data a1, a2, a3, a4 and a5 of the project A to be verified, and filters these historical data according to the data filtering conditions. Assuming that the historical data a2, a3 and a5 are historical data meeting the data filtering condition, the historical data a2, a3 and a5 are all set as the target historical data. Then, according to a preset control logic, the system first sets the target historical data a2 as the data to be checked, and performs data check on the data a2 to be checked, then sets the target historical data a3 as the data to be checked, and Perform data verification on the data to be verified a3, and finally set the target historical data a5 as the data to be verified, and perform data verification on the data to be verified a5.
再例如，当本发明实施例应用于医疗行业时，上述数据筛选条件除了可以包括数据数值范围、数据生成时间范围以及数据内容之外，还可以包括送检医院名称/编号、病人年龄、病人性别、住院号等。For another example, when the embodiment of the present invention is applied to the medical industry, the above-mentioned data filtering conditions may include the name/number of the sending hospital, the age of the patient, and the gender of the patient in addition to the data value range, data generation time range, and data content. , hospital number, etc.
又例如，当本发明实施例应用于医疗行业时，可以针对某一患者所做的待核查项目进行核查。在针对某一患者所做的待核查项目进行核查时，在接收到数据核查指令之后，搜索系统中的患者信息数据库，从中筛选出与该待核查的患者同姓名、同性别、年龄相差一岁，且在同一家医院的所有患者的信息数据，并将这些信息数据视为该待核查的患者的信息数据，获取这些信息数据中的所有与该待核查项目相关的数据，即获得该待核查患者所做的该待核查项目的所有历史数据。在获得该待核查患者所做的该待核查项目的所有历史数据之后，可以根据数据核查指令中的设定，从中筛选出前M(M≥1)天至今所生成的所有数据作为目标历史数据，并将这些目标历史数据依次设置为待核查数据，分别对各个待核查数据进行核查。For another example, when the embodiment of the present invention is applied to the medical industry, the items to be checked performed by a certain patient can be checked. When checking the items to be checked for a certain patient, after receiving the data verification instruction, search the patient information database in the system, and screen out the patient with the same name, same gender, and age difference of one year as the patient to be checked , and the information data of all patients in the same hospital, and regard these information data as the information data of the patient to be verified, and obtain all the data related to the item to be verified in these information data, that is, to obtain the data to be verified All historical data of the item to be checked done by the patient. After obtaining all the historical data of the item to be checked by the patient to be checked, all the data generated from the previous M (M≥1) days can be screened out as the target historical data according to the settings in the data checking instruction, These target historical data are sequentially set as data to be checked, and each data to be checked is checked separately.
更优选地，所述根据预先获得的基准数据及预先设置的基准阈值，确定标准数据范围，具体包括：More preferably, the determination of the standard data range according to the pre-obtained benchmark data and the preset benchmark threshold specifically includes:
将所述基准数据与所述基准阈值之和设置为所述标准数据范围的范围上限，并将所述基准数据与所述基准阈值之差设置为所述标准数据范围的范围下限；或者，setting the sum of the reference data and the reference threshold as the upper limit of the standard data range, and setting the difference between the reference data and the reference threshold as the lower limit of the standard data range; or,
当所述基准数据大于所述基准阈值时，将所述基准阈值设置为所述标准数据范围的范围下限；或者，When the reference data is greater than the reference threshold, setting the reference threshold as the lower limit of the standard data range; or,
当所述基准数据小于所述基准阈值时，将所述基准阈值设置为所述标准数据范围的范围上限。When the reference data is smaller than the reference threshold, the reference threshold is set as the upper limit of the standard data range.
需要说明的是，标准数据范围的设置方式包括但不限于上述三种方式。It should be noted that the standard data range setting methods include but are not limited to the above three methods.
在另一个更优选的实施例中，在上述实施例的基础之上，所述根据所述数据核查指令，获得待核查项目的待核查数据，具体包括：In another more preferred embodiment, on the basis of the above-mentioned embodiments, the obtaining of the data to be verified of the item to be verified according to the data verification instruction specifically includes:
根据所述数据核查指令，查找获得所述待核查项目；Find and obtain the items to be checked according to the data checking instruction;
获取所述待核查项目的所有历史数据，并将所有所述历史数据按照生成时间的先后顺序排列；Obtaining all historical data of the items to be checked, and arranging all the historical data in the order of generation time;
依次将每个所述历史数据设置为所述待核查数据；Setting each of the historical data in turn as the data to be checked;
则在所述根据所述数据核查指令，获得待核查项目的待核查数据之后，所述根据预先获得的基准数据及预先设置的基准阈值，确定标准数据范围之前，还包括：Then, after the data to be checked of the item to be checked is obtained according to the data checking instruction, and before the standard data range is determined according to the pre-obtained benchmark data and the preset benchmark threshold, it also includes:
将所述待核查数据的前N个所述历史数据设置为所述基准数据；其中，N≥1。Setting the first N historical data of the data to be checked as the benchmark data; wherein, N≥1.
需要说明的是，系统中存储有待核查项目的若干历史数据。系统在接收到用户发送的数据核查指令之后，获取系统中的待核查项目的所有历史数据，并将这些历史数据按照生成时间的先后顺序进行排列。随后，按照核查人员的控制或者预先设置的控制逻辑，将这些历史数据中的一个历史数据设置为待核查数据，将该待核查数据的前N(N≥1)个历史数据设置为基准数据，并通过判断该待核查数据与该基准数据是否一致来判断该待核查数据是否正常，并采用相同的方法，完成对其他历史数据的数据核查。It should be noted that some historical data of items to be checked are stored in the system. After receiving the data verification instruction sent by the user, the system obtains all historical data of the items to be verified in the system, and arranges these historical data in the order of generation time. Subsequently, according to the control of the inspector or the preset control logic, one of the historical data is set as the data to be checked, and the first N (N≥1) historical data of the data to be checked is set as the benchmark data, And judge whether the data to be verified is normal by judging whether the data to be verified is consistent with the benchmark data, and use the same method to complete the data verification of other historical data.
例如，假设待核查项目为A，N＝1，系统中存储有待核查项目A的前3天的历史数据a1、a2和a3，且这些历史数据的生成时间顺序为a1>a2>a3。系统在接收到用户发送的数据核查指令之后，获取该待核查项目A的所有历史数据a1、a2和a3，并对这些历史数据进行排序，获得序列a1>a2>a3。随后，系统根据预先设置的某一控制逻辑，首先将历史数据a2设置为待核查数据，将历史数据a1设置为基准数据，并判断该待核查数据a2和该基准数据a1的一致性，以对该待核查数据a2进行核查，随后将历史数据a3设置为待核查数据，并将历史数据a2设置为基准数据，并判断该待核查数据a3和该基准数据a2的一致性，以对该待核查数据a3进行核查。For example, assuming that the item to be checked is A, N=1, the system stores the historical data a1, a2 and a3 of the first 3 days of the item A to be checked, and the generation time sequence of these historical data is a1>a2>a3. After receiving the data verification instruction sent by the user, the system obtains all historical data a1, a2 and a3 of the item A to be verified, and sorts these historical data to obtain the sequence a1>a2>a3. Then, according to a preset control logic, the system first sets the historical data a2 as the data to be checked, sets the historical data a1 as the benchmark data, and judges the consistency between the data to be checked a2 and the benchmark data a1, so as to The data a2 to be checked is checked, and then the historical data a3 is set as the data to be checked, and the historical data a2 is set as the benchmark data, and the consistency between the data a3 to be checked and the benchmark data a2 is judged, so as to the data to be checked Data a3 is checked.
本实施例通过采用待核查项目的历史数据作为基准数据，使得数据核查的基准与待核查项目之间的切合度高，从而进一步提高数据核查的准确率。In this embodiment, the historical data of the item to be checked is used as the benchmark data, so that the fit between the benchmark of the data check and the item to be checked is high, thereby further improving the accuracy of the data check.
在又一个更优选的实施例中，在上述实施例的基础之上，所述待核查项目为雌二醇检测项目；所述基准阈值包括第一阈值、第二阈值和第三阈值；所述第一阈值为20％；所述第二阈值为10％；所述第三阈值为8％；所述标准数据范围包括第一标准数据范围、第二标准数据范围以及第三标准数据范围；In yet another more preferred embodiment, on the basis of the above embodiments, the item to be checked is an estradiol detection item; the reference threshold includes a first threshold, a second threshold and a third threshold; the The first threshold is 20%; the second threshold is 10%; the third threshold is 8%; the standard data range includes the first standard data range, the second standard data range and the third standard data range;
则所述根据预先获得的基准数据及预先设置的基准阈值，确定标准数据范围，具体包括：Then, the standard data range is determined according to the pre-obtained benchmark data and the preset benchmark threshold, specifically including:
分别计算所述基准数据与所述第一阈值、所述第二阈值以及所述第三阈值之间的乘积，对应获得第四阈值、第五阈值以及第六阈值；Calculating the products of the reference data and the first threshold, the second threshold, and the third threshold respectively, correspondingly obtaining a fourth threshold, a fifth threshold, and a sixth threshold;
将所述基准数据与所述第四阈值之和设置为所述第一标准数据范围的范围上限，并将所述基准数据与所述第四阈值之差设置为所述第一标准数据范围的范围下限；Setting the sum of the reference data and the fourth threshold as the upper limit of the first standard data range, and setting the difference between the reference data and the fourth threshold as the upper limit of the first standard data range range lower limit;
将所述基准数据与所述第五阈值之和设置为所述第二标准数据范围的范围上限，并将所述基准数据与所述第五阈值之差设置为所述第二标准数据范围的范围下限；Setting the sum of the reference data and the fifth threshold as the upper limit of the second standard data range, and setting the difference between the reference data and the fifth threshold as the second standard data range range lower limit;
将所述基准数据与所述第六阈值之和设置为所述第三标准数据范围的范围上限，并将所述基准数据与所述第六阈值之差设置为所述第三标准数据范围的范围下限；Setting the sum of the reference data and the sixth threshold as the upper limit of the third standard data range, and setting the difference between the reference data and the sixth threshold as the upper limit of the third standard data range range lower limit;
则所述判断所述待核查数据是否位于所述标准数据范围内，具体包括：Then the determination of whether the data to be checked is within the range of the standard data includes:
判断所述基准数据的大小；judging the size of the benchmark data;
若所述基准数据大于10，则判断所述待核查数据是否位于所述第一标准数据范围内；If the benchmark data is greater than 10, then judging whether the data to be checked is within the range of the first standard data;
若所述基准数据大于等于5且小于等于10，则判断所述待核查数据是否位于所述第二标准数据范围内；If the reference data is greater than or equal to 5 and less than or equal to 10, then judging whether the data to be checked is within the range of the second standard data;
若所述基准数据小于5，则判断所述待核查数据是否位于所述第三标准数据范围内。If the reference data is less than 5, it is judged whether the data to be checked is within the third standard data range.
需要说明的是，本发明实施例可以应用于对雌二醇的检测结果进行核查，此时待检测项目为雌二醇检测项目。在通常情况下，核查人员在系统中设置的基准阈值分别为20％、10％以及8％。系统在对待核查数据进行核查时，首先对该待核查数据的大小进行判断，判断该待核查数据与10和5之前的大小关系，对于大于10的待核查数据，要求该待核查数据与基准数据之间的差值的绝对值不超过该基准数据的20％，对于大于等于5且小于等于10的待核查数据，要求该待核查数据与基准数据之间的差值的绝对值不超过该基准数据的10％，而对于小于5的待核查数据，则要求该待核查数据与基准数据之间的差值的绝对值不超过该基准数据的8％，否则，则认为该待核查数据异常，生成相应的预警信息。It should be noted that the embodiment of the present invention can be applied to check the detection result of estradiol, and the item to be detected at this time is the detection item of estradiol. Under normal circumstances, the benchmark thresholds set by inspectors in the system are 20%, 10%, and 8%. When the system checks the data to be checked, it first judges the size of the data to be checked, and judges the relationship between the data to be checked and the size before 10 and 5. For the data to be checked that is greater than 10, the data to be checked and the benchmark data are required The absolute value of the difference between them does not exceed 20% of the benchmark data. For the data to be checked that is greater than or equal to 5 and less than or equal to 10, the absolute value of the difference between the data to be checked and the benchmark data is required not to exceed the benchmark 10% of the data, and for the data to be checked less than 5, the absolute value of the difference between the data to be checked and the benchmark data is required not to exceed 8% of the benchmark data, otherwise, the data to be checked is considered abnormal, Generate corresponding warning information.
在又一个更优选的实施例中，在上述实施例的基础之上，所述待核查项目为雌二醇检测项目；所述基准阈值为3；In yet another more preferred embodiment, on the basis of the above embodiments, the item to be checked is an estradiol detection item; the reference threshold is 3;
则所述根据预先获得的基准数据及预先设置的基准阈值，确定标准数据范围，具体包括：Then, the standard data range is determined according to the pre-obtained benchmark data and the preset benchmark threshold, specifically including:
将所述基准数据与所述基准阈值之和设置为所述标准数据范围的范围上限，并将所述基准数据与所述基准阈值之差设置为所述标准数据范围的范围下限；setting the sum of the reference data and the reference threshold as the upper limit of the standard data range, and setting the difference between the reference data and the reference threshold as the lower limit of the standard data range;
则所述判断所述待核查数据是否位于所述标准数据范围内，具体包括：Then the determination of whether the data to be checked is within the range of the standard data includes:
判断所述基准数据是否大于2；Judging whether the benchmark data is greater than 2;
若所述基准数据大于2，则判断所述待核查数据是否位于所述标准数据范围内。If the reference data is greater than 2, it is judged whether the data to be checked is within the range of the standard data.
需要说明的是，本发明实施例还可以应用于对雌二醇的检测结果进行核查，此时待检测项目为雌二醇检测项目。在通常情况下，核查人员在系统中设置的基准阈值为3。系统在对待核查数据进行核查时，首先将该待检查数据与2进行大小比较，对于大于2的待核查数据，要求该待核查数据与基准数据之间的差值的绝对值不超过上述基准阈值，即不超过3，否则，则认为该待核查数据异常，生成相应的预警信息；而对于小于或者等于2的待核查数据，则将该待核查数据视为正常，不再对该待核查数据进行进一步的核查或者处理。It should be noted that the embodiment of the present invention can also be applied to check the detection result of estradiol, and the item to be detected at this time is the detection item of estradiol. Under normal circumstances, the benchmark threshold set by the inspectors in the system is 3. When the system checks the data to be checked, it first compares the data to be checked with 2. For the data to be checked that is greater than 2, the absolute value of the difference between the data to be checked and the reference data is required not to exceed the above reference threshold , that is, not more than 3, otherwise, the data to be checked is considered abnormal, and corresponding warning information is generated; and for data to be checked that is less than or equal to 2, the data to be checked is regarded as normal, and the data to be checked is no longer For further verification or processing.
在又一个更优选的实施例中，在上述实施例的基础之上，所述待核查项目为雌二醇检测项目；所述基准阈值为10；In yet another more preferred embodiment, on the basis of the above embodiments, the item to be checked is an estradiol detection item; the reference threshold is 10;
则所述根据预先获得的基准数据及预先设置的基准阈值，确定标准数据范围，具体包括：Then, the standard data range is determined according to the pre-obtained benchmark data and the preset benchmark threshold, specifically including:
判断所述基准数据是否大于所述基准阈值；judging whether the reference data is greater than the reference threshold;
若是，则将所述基准阈值设置为所述标准数据范围的范围下限；If so, setting the reference threshold as the lower limit of the standard data range;
若否，则将所述基准阈值设置为所述标准数据范围的范围上限。If not, the reference threshold is set as the upper limit of the standard data range.
需要说明的是，本发明实施例还可以应用于对雌二醇的检测结果进行核查，此时待检测项目为雌二醇检测项目。在通常情况下，核查人员在系统中设置的基准阈值为10。系统在对待核查数据进行核查时，将待核查数据和基准数据分别与基准阈值进行数值大小比较，若该待核查数据和该基准数据均大于10，或者该待核查数据和该基准数据均小于10，则认为该待核查数据正常；若该待核查数据大于10，而该基准数据小于10，或者，该待核查数据小于10，而该基准数据大于10，则认为该待核查数据异常，生成相应的预警信息。It should be noted that the embodiment of the present invention can also be applied to check the detection result of estradiol, and the item to be detected at this time is the detection item of estradiol. Under normal circumstances, the benchmark threshold set by the inspectors in the system is 10. When the system checks the data to be verified, it compares the data to be verified and the benchmark data with the benchmark threshold. If the data to be verified and the benchmark data are both greater than 10, or the data to be verified and the benchmark data are both less than 10 , it is considered that the data to be verified is normal; if the data to be verified is greater than 10 and the benchmark data is less than 10, or the data to be verified is less than 10 and the benchmark data is greater than 10, the data to be verified is considered abnormal, and a corresponding warning information.
本发明实施例提供的用于内分泌检测分析的数据预警方法，通过在系统中设置基准阈值，使得系统能够自动地根据该基准阈值判断待核查数据与基准数据之间的一致性，从而判断该待核查数据是否正常，大大减少甚至避免了数据核查过程中的人工因素的介入，因此能够提高数据核查的效率和准确率，进而能够实现对数据的实时监控，保证数据的正确性。在一些实施例中，还可以通过采用待核查项目的历史数据作为基准数据，使得数据核查的基准与待核查项目之间的切合度高，从而进一步提高数据核查的准确率。In the data early warning method for endocrine detection and analysis provided by the embodiment of the present invention, by setting a reference threshold in the system, the system can automatically judge the consistency between the data to be checked and the reference data according to the reference threshold, thereby judging the Checking whether the data is normal can greatly reduce or even avoid the intervention of human factors in the data verification process, so it can improve the efficiency and accuracy of data verification, and then can realize real-time monitoring of data and ensure the correctness of data. In some embodiments, the historical data of the item to be checked can also be used as the benchmark data, so that the benchmark of the data check and the item to be checked have a high degree of fit, thereby further improving the accuracy of the data check.
相应地，本发明还提供一种用于内分泌检测分析的数据预警装置，能够实现上述用于内分泌检测分析的数据预警方法的所有流程。Correspondingly, the present invention also provides a data early warning device for endocrine detection and analysis, which can realize all the processes of the above-mentioned data early warning method for endocrine detection and analysis.
如图2所示，为本发明提供的用于内分泌检测分析的数据预警装置的一个优选的实施例的结构示意图，具体如下：As shown in Figure 2, it is a schematic structural diagram of a preferred embodiment of the data early warning device for endocrine detection and analysis provided by the present invention, specifically as follows:
数据核查指令接收模块21，用于接收数据核查指令；The data checking instruction receiving module 21 is used to receive the data checking instruction;
待核查数据获得模块22，用于根据所述数据核查指令，获得待核查项目的待核查数据；The data to be checked obtaining module 22 is used to obtain the data to be checked of the item to be checked according to the data checking instruction;
标准数据范围确定模块23，用于根据预先获得的基准数据及预先设置的基准阈值，确定标准数据范围；The standard data range determination module 23 is used to determine the standard data range according to the pre-obtained reference data and the preset reference threshold;
数据核查模块24，用于判断所述待核查数据是否位于所述标准数据范围内；以及，A data checking module 24, configured to determine whether the data to be checked is within the range of the standard data; and,
预警信息生成显示模块25，用于当所述待核查数据不位于所述标准数据范围内时，生成并显示相应的预警信息。The warning information generating and displaying module 25 is configured to generate and display corresponding warning information when the data to be checked is not within the range of the standard data.
更优选地，所述待核查数据获得模块，具体包括：More preferably, the module for obtaining the data to be verified specifically includes:
待核查项目获得单元，用于根据所述数据核查指令，查找获得所述待核查项目；an item to be checked obtaining unit, configured to search for and obtain the item to be checked according to the data checking instruction;
历史数据获取单元，用于获取所述待核查项目的所有历史数据；a historical data acquisition unit, configured to acquire all historical data of the item to be checked;
数据筛选单元，用于根据所述数据核查指令获得数据筛选条件，并根据所述数据筛选条件对所述历史数据进行筛选，获得至少一个符合所述数据筛选条件的目标历史数据；其中，所述数据筛选条件包括数据数值范围、数据生成时间范围以及数据内容；以及，A data screening unit, configured to obtain data filtering conditions according to the data checking instruction, and filter the historical data according to the data filtering conditions to obtain at least one target historical data that meets the data filtering conditions; wherein, the Data filter conditions include data value range, data generation time range, and data content; and,
待核查数据设置单元，用于将每个所述目标历史数据依次设置为所述待核查数据。The data-to-be-checked setting unit is configured to sequentially set each of the target historical data as the data to be checked.
更优选地，所述标准数据范围确定模块，具体包括：More preferably, the standard data range determination module specifically includes:
第一标准数据范围设置单元，用于将所述基准数据与所述基准阈值之和设置为所述标准数据范围的范围上限，并将所述基准数据与所述基准阈值之差设置为所述标准数据范围的范围下限；或者，A first standard data range setting unit, configured to set the sum of the reference data and the reference threshold as the upper limit of the standard data range, and set the difference between the reference data and the reference threshold as the the lower range limit of the standard data range; or,
第二标准数据范围设置单元，用于当所述基准数据大于所述基准阈值时，将所述基准阈值设置为所述标准数据范围的范围下限；或者，A second standard data range setting unit, configured to set the reference threshold as the lower limit of the standard data range when the reference data is greater than the reference threshold; or,
第三标准数据范围设置单元，用于当所述基准数据小于所述基准阈值时，将所述基准阈值设置为所述标准数据范围的范围上限。A third standard data range setting unit, configured to set the reference threshold as the upper limit of the standard data range when the reference data is smaller than the reference threshold.
在另一个更优选的实施例中，在上述实施例的基础之上，所述待核查数据获得模块，具体包括：In another more preferred embodiment, on the basis of the above embodiments, the module for obtaining data to be verified specifically includes:
待核查项目获得单元，用于根据所述数据核查指令，查找获得所述待核查项目；an item to be checked obtaining unit, configured to search for and obtain the item to be checked according to the data checking instruction;
历史数据序列获得单元，用于获取所述待核查项目的所有历史数据，并将所有所述历史数据按照生成时间的先后顺序排列；以及，A historical data sequence obtaining unit, configured to obtain all historical data of the item to be checked, and arrange all the historical data in the order of generation time; and,
待核查数据设置单元，用于依次将每个所述历史数据设置为所述待核查数据；A data-to-be-checked setting unit, configured to sequentially set each of the historical data as the data to be checked;
则所述用于内分泌检测分析的数据预警装置，还包括：Then the data early warning device for endocrine detection and analysis also includes:
基准数据设置模块，用于将所述待核查数据的前N个所述历史数据设置为所述基准数据；其中，N≥1。A benchmark data setting module, configured to set the first N historical data of the data to be checked as the benchmark data; wherein, N≥1.
在又一个更优选的实施例中，在上述实施例的基础之上，所述待核查项目为雌二醇检测项目；所述基准阈值包括第一阈值、第二阈值和第三阈值；所述第一阈值为20％；所述第二阈值为10％；所述第三阈值为8％；所述标准数据范围包括第一标准数据范围、第二标准数据范围以及第三标准数据范围；In yet another more preferred embodiment, on the basis of the above embodiments, the item to be checked is an estradiol detection item; the reference threshold includes a first threshold, a second threshold and a third threshold; the The first threshold is 20%; the second threshold is 10%; the third threshold is 8%; the standard data range includes the first standard data range, the second standard data range and the third standard data range;
则所述标准数据范围确定模块，具体包括：Then the standard data range determination module specifically includes:
阈值计算获得单元，用于分别计算所述基准数据与所述第一阈值、所述第二阈值以及所述第三阈值之间的乘积，对应获得第四阈值、第五阈值以及第六阈值；A threshold calculation and obtaining unit, configured to calculate the products of the reference data and the first threshold, the second threshold, and the third threshold, respectively, to obtain a fourth threshold, a fifth threshold, and a sixth threshold correspondingly;
第一标准数据范围设置单元，用于将所述基准数据与所述第四阈值之和设置为所述第一标准数据范围的范围上限，并将所述基准数据与所述第四阈值之差设置为所述第一标准数据范围的范围下限；A first standard data range setting unit, configured to set the sum of the reference data and the fourth threshold as the upper limit of the first standard data range, and set the difference between the reference data and the fourth threshold Set as the range lower limit of the first standard data range;
第二标准数据范围设置单元，用于将所述基准数据与所述第五阈值之和设置为所述第二标准数据范围的范围上限，并将所述基准数据与所述第五阈值之差设置为所述第二标准数据范围的范围下限；以及，The second standard data range setting unit is configured to set the sum of the reference data and the fifth threshold as the upper limit of the second standard data range, and set the difference between the reference data and the fifth threshold set as the lower range limit of the second standard data range; and,
第三标准数据范围设置单元，用于将所述基准数据与所述第六阈值之和设置为所述第三标准数据范围的范围上限，并将所述基准数据与所述第六阈值之差设置为所述第三标准数据范围的范围下限。A third standard data range setting unit, configured to set the sum of the reference data and the sixth threshold as the upper limit of the third standard data range, and set the difference between the reference data and the sixth threshold Set to the lower limit of the third standard data range.
则所述数据核查模块，具体包括：Then the data verification module specifically includes:
待核查数据大小判断单元，用于判断所述基准数据的大小；以及，a data size judgment unit to be checked, configured to judge the size of the reference data; and,
第一数据核查单元，用于当所述基准数据大于10时，判断所述待核查数据是否位于所述第一标准数据范围内；或者，A first data checking unit, configured to determine whether the data to be checked is within the first standard data range when the reference data is greater than 10; or,
第二数据核查单元，用于当所述基准数据大于等于5且小于等于10时，判断所述待核查数据是否位于所述第二标准数据范围内；或者，The second data checking unit is configured to determine whether the data to be checked is within the second standard data range when the reference data is greater than or equal to 5 and less than or equal to 10; or,
第三数据核查单元，用于当所述基准数据小于5时，判断所述待核查数据是否位于所述第三标准数据范围内。A third data checking unit, configured to determine whether the data to be checked is within the third standard data range when the reference data is less than 5.
在又一个更优选的实施例中，在上述实施例的基础之上，所述待核查项目为雌二醇检测项目；所述基准阈值为3；In yet another more preferred embodiment, on the basis of the above embodiments, the item to be checked is an estradiol detection item; the reference threshold is 3;
则所述标准数据范围确定模块，具体包括：Then the standard data range determination module specifically includes:
标准数据范围上下限设置单元，用于将所述基准数据与所述基准阈值之和设置为所述标准数据范围的范围上限，并将所述基准数据与所述基准阈值之差设置为所述标准数据范围的范围下限；a standard data range upper and lower limit setting unit, configured to set the sum of the reference data and the reference threshold as the upper limit of the standard data range, and set the difference between the reference data and the reference threshold as the The lower range limit of the standard data range;
则所述数据核查模块，具体包括：Then the data verification module specifically includes:
基准数据大小判断单元，用于判断所述基准数据是否大于2；以及，A benchmark data size judging unit, configured to judge whether the benchmark data is greater than 2; and,
数据核查单元，用于当所述基准数据大于2时，判断所述待核查数据是否位于所述标准数据范围内。A data checking unit, configured to determine whether the data to be checked is within the range of the standard data when the reference data is greater than 2.
在又一个更优选的实施例中，在上述实施例的基础之上，所述待核查项目为雌二醇检测项目；所述基准阈值为10；In yet another more preferred embodiment, on the basis of the above embodiments, the item to be checked is an estradiol detection item; the reference threshold is 10;
则所述标准数据范围确定模块，具体包括：Then the standard data range determination module specifically includes:
基准数据大小判断单元，用于判断所述基准数据是否大于所述基准阈值；a benchmark data size judging unit, configured to judge whether the benchmark data is greater than the benchmark threshold;
标准数据范围上限设置单元，用于当所述基准数据大于所述基准阈值时，将所述基准阈值设置为所述标准数据范围的范围下限；a standard data range upper limit setting unit, configured to set the reference threshold as the lower limit of the standard data range when the reference data is greater than the reference threshold;
标准数据范围下限设置单元，用于当所述基准数据不大于所述基准阈值时，将所述基准阈值设置为所述标准数据范围的范围上限。A standard data range lower limit setting unit, configured to set the reference threshold as the upper limit of the standard data range when the reference data is not greater than the reference threshold.
本发明实施例提供的用于内分泌检测分析的数据预警装置，通过在系统中设置基准阈值，使得系统能够自动地根据该基准阈值判断待核查数据与基准数据之间的一致性，从而判断该待核查数据是否正常，大大减少甚至避免了数据核查过程中的人工因素的介入，因此能够提高数据核查的效率和准确率，进而能够实现对数据的实时监控，保证数据的正确性。在一些实施例中，还可以通过采用待核查项目的历史数据作为基准数据，使得数据核查的基准与待核查项目之间的切合度高，从而进一步提高数据核查的准确率。The data early warning device for endocrine detection and analysis provided by the embodiments of the present invention sets a reference threshold in the system, so that the system can automatically judge the consistency between the data to be checked and the reference data according to the reference threshold, thereby judging the data to be checked. Checking whether the data is normal can greatly reduce or even avoid the intervention of human factors in the data verification process, so it can improve the efficiency and accuracy of data verification, and then can realize real-time monitoring of data and ensure the correctness of data. In some embodiments, the historical data of the item to be checked can also be used as the benchmark data, so that the benchmark of the data check and the item to be checked have a high degree of fit, thereby further improving the accuracy of the data check.
以上所述是本发明的优选实施方式，应当指出，对于本技术领域的普通技术人员来说，在不脱离本发明原理的前提下，还可以作出若干改进和润饰，这些改进和润饰也视为本发明的保护范围。The above description is a preferred embodiment of the present invention. It should be pointed out that for those of ordinary skill in the art, without departing from the principle of the present invention, some improvements and modifications can also be made, and these improvements and modifications are also considered as protection scope of the present invention.
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710375624.5ACN107229828A (en) | 2017-05-24 | 2017-05-24 | Data early warning method and device for endocrine detection and analysis |
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710375624.5ACN107229828A (en) | 2017-05-24 | 2017-05-24 | Data early warning method and device for endocrine detection and analysis |
| Publication Number | Publication Date |
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| CN107229828Atrue CN107229828A (en) | 2017-10-03 |
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201710375624.5APendingCN107229828A (en) | 2017-05-24 | 2017-05-24 | Data early warning method and device for endocrine detection and analysis |
| Country | Link |
|---|---|
| CN (1) | CN107229828A (en) |
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| CN109783385A (en)* | 2019-01-14 | 2019-05-21 | 中国银行股份有限公司 | A kind of product test method and apparatus |
| CN113257380A (en)* | 2021-04-30 | 2021-08-13 | 广州金域医学检验中心有限公司 | Method and device for checking difference value and making difference value checking rule |
| CN116307342A (en)* | 2023-01-29 | 2023-06-23 | 深圳康荣电子有限公司 | Production control method and control device for touch display screen |
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| CN101894309A (en)* | 2009-11-05 | 2010-11-24 | 南京医科大学 | Epidemic forecast and early warning method of infectious disease |
| CN106126958A (en)* | 2016-07-06 | 2016-11-16 | 温冬梅 | Method and system for automatic verification of clinical biochemical tests in medical laboratories |
| CN106198643A (en)* | 2015-12-28 | 2016-12-07 | 美敦力迷你迈德公司 | Sensing system, equipment and method for continuous glucose monitoring |
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| CN101894309A (en)* | 2009-11-05 | 2010-11-24 | 南京医科大学 | Epidemic forecast and early warning method of infectious disease |
| CN106198643A (en)* | 2015-12-28 | 2016-12-07 | 美敦力迷你迈德公司 | Sensing system, equipment and method for continuous glucose monitoring |
| CN106126958A (en)* | 2016-07-06 | 2016-11-16 | 温冬梅 | Method and system for automatic verification of clinical biochemical tests in medical laboratories |
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN109783385A (en)* | 2019-01-14 | 2019-05-21 | 中国银行股份有限公司 | A kind of product test method and apparatus |
| CN109783385B (en)* | 2019-01-14 | 2022-05-24 | 中国银行股份有限公司 | Product testing method and device |
| CN113257380A (en)* | 2021-04-30 | 2021-08-13 | 广州金域医学检验中心有限公司 | Method and device for checking difference value and making difference value checking rule |
| CN113257380B (en)* | 2021-04-30 | 2024-01-09 | 广州金域医学检验中心有限公司 | Method and device for difference checking and difference checking rule making |
| CN116307342A (en)* | 2023-01-29 | 2023-06-23 | 深圳康荣电子有限公司 | Production control method and control device for touch display screen |
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| RJ01 | Rejection of invention patent application after publication | Application publication date:20171003 | |
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