Cellular morphology inspection quality control method, system and equipment and computer storage medium

Abstract

The invention relates to the technical field of clinical laboratory morphological inspection, in particular to a cell morphological inspection quality control method, a cell morphological inspection quality control system, cell morphological inspection quality control equipment and a computer storage medium. Determining a quality control qualified threshold value specified by the quality control assessment content, and determining an assessment score of the tester according to the quality control assessment content; when the assessment score is matched with a quality control qualified threshold value, determining that the morphological inspection level of the tester is in a controlled state, and prompting the tester to perform daily inspection work according to the controlled state; and when the assessment score is not matched with the quality control qualified threshold, updating the quality control assessment content according to a preset quality control inspection model, and performing quality control inspection on the morphological inspection level of the tester according to the updated quality control assessment content. The invention aims to guarantee the inspection quality of cell morphology and improve the quality control efficiency of cell morphology inspection.

Description

Technical Field

[0001] This application relates to the technical field of clinical laboratory morphology testing, and particularly to a quality control method, system, device, and computer storage medium for cell morphology testing. Background Art

[0002] The morphology testing technology in clinical laboratories of medical institutions is a clinical testing technology based on morphological recognition and judgment represented by blood cells. The common representatives of the testing objects are bone marrow and peripheral blood cell morphology testing, and also include urine sediment, serous cavity effusion, parasite, etc. morphology testing, all of which are clinical testing items based on morphological recognition. Currently, most are achieved through manual microscopy. Therefore, highly qualified testing personnel are the primary factor in ensuring the quality of blood smears. So, it is required that professional personnel in morphology testing should have rich experience in morphology testing and comprehensive knowledge of relevant clinical disciplines.

[0003] Currently, in order to effectively control the quality of personnel in cell morphology testing in clinical laboratories, it is generally achieved through regular comparison and assessment of testing personnel. Specifically, general clinical laboratories organize a comparison and assessment of the capabilities of morphology testing personnel every 3 to 6 months. The participants in the assessment identify and compare at least 5 clinical samples and 10 pictures, and finally achieve consistent test results to ensure the same level in the same laboratory. However, in the actual application process, the interval time of this personnel comparison is relatively long. It is not only difficult to ensure the quality during the interval between two comparisons, but also the time-consuming for manually assessing the morphology testing level of each professional personnel is long, and the operation is cumbersome, thus affecting the quality control efficiency of cell morphology testing.

[0004] That is to say, while ensuring the quality of cell morphology testing, how to improve the quality control efficiency of cell morphology testing, that is, how to achieve personnel quality control every day, is a technical problem that urgently needs to be solved currently. Summary of the Invention

[0005] The main purpose of this application is to provide a quality control method, system, device, and computer storage medium for cell morphology testing, aiming to improve the quality control efficiency of cell morphology testing while ensuring the testing quality of cell morphology.

[0006] To achieve the above purpose, this application provides a quality control method for cell morphology testing. The quality control method for cell morphology testing is applied to a quality control module in a quality control system for cell morphology testing, and the quality control module is electrically connected to a human-machine interaction module in the quality control system for cell morphology testing;

[0007] The quality control method for cell morphology testing includes:

[0008] In response to the quality control detection instruction of the human-computer interaction module, obtain the user identity code of the tester and determine the quality control assessment content corresponding to the quality control detection instruction, where the quality control assessment content includes quality control assessment questions with a preset test quantity;

[0009] After determining that the tester has logged in to the cell morphology inspection quality control system based on the user identity code, determine the quality control pass threshold specified by the quality control assessment content, and determine the assessment score of the tester based on the quality control assessment content;

[0010] When the assessment score matches the quality control pass threshold, determine that the morphological inspection level of the tester is in a controlled state, and prompt the tester to perform daily quality control work based on the controlled state;

[0011] When the assessment score does not match the quality control pass threshold, update the quality control assessment content according to a preset quality control inspection model, and perform quality control inspection on the morphological inspection level of the tester according to the updated quality control assessment content.

[0012] Optionally, the step of determining the assessment score of the tester based on the quality control assessment content includes:

[0013] Determine the correct options corresponding to each quality control assessment question, and receive the answer options corresponding to the tester's answers to each quality control assessment question sent by the human-computer interaction module;

[0014] Compare the correct options and the answer options corresponding to the same quality control assessment question according to the preset test quantity to obtain the number of correct answers for the tester to answer the quality control assessment content;

[0015] Perform quality control scoring processing based on the number of correct answers and the preset test quantity to obtain the assessment score of the tester.

[0016] Optionally, after the step of determining the assessment score of the tester based on the quality control assessment content, the cell morphology inspection quality control method further includes:

[0017] Detect whether the assessment score exceeds the quality control pass threshold;

[0018] If the assessment score does not exceed the quality control pass threshold, determine that the assessment score does not match the quality control pass threshold;

[0019] If the assessment score exceeds the quality control pass threshold, determine that the assessment score matches the quality control pass threshold.

[0020] Optionally, the step of updating the quality control assessment content according to the preset quality control inspection model includes:

[0021] Receiving the single-question answering time of the quality control assessment content sent by the human-computer interaction module, and determining the single-question reply time corresponding to the preset quality control inspection model, where the single-question answering time is the completion time for the tester to answer a quality control assessment question;

[0022] Performing overtime detection on each quality control assessment question according to the single-question reply time and the single-question answering time. After determining that the single-question answering time exceeds the single-question reply time, designating the quality control assessment question specified by the single-question answering time as an overtime quality control question;

[0023] Performing wrong-question screening on the quality control assessment content for the tester to obtain error quality control questions;

[0024] Updating the quality control assessment content according to the quality control inspection model, the overtime quality control questions, and the error quality control questions.

[0025] Optionally, the step of updating the quality control assessment content according to the quality control inspection model, the overtime quality control questions, and the error quality control questions includes:

[0026] Performing feature extraction on the error quality control questions according to the quality control inspection model to obtain the error feature weights of the error quality control questions;

[0027] Determining the number of updated questions based on the overtime quality control questions and the error quality control questions, and determining the number of first target questions of the first target question type based on the product data between the error feature weights and the number of updated questions. The first target question type is the question type to which the error quality control questions belong;

[0028] Performing a subtraction process on the number of first target questions based on the number of updated questions to obtain the number of second target questions of the second target question type. The second target question type is the question type to which the overtime quality control questions belong;

[0029] Searching for the first quality control questions of the number of first target questions from the preset cytomorphology question bank according to the first target question type, and searching for the second quality control questions of the number of second target questions from the preset cytomorphology question bank according to the second target question type;

[0030] Updating the quality control assessment content according to the overtime quality control questions, the error quality control questions, the first quality control questions, and the second quality control questions.

[0031] Optionally, the step of determining the number of updated questions based on the timeout quality control questions and the error quality control questions includes:

[0032] Determine the number of timeout questions corresponding to the timeout quality control questions and the number of error questions corresponding to the error quality control questions;

[0033] Add the number of timeout questions and the number of error questions to obtain the total number of questions;

[0034] Determine the number of updated questions based on the difference between the preset test quantity and the total number of questions.

[0035] Optionally, the step of performing quality control inspection on the morphological inspection level of the tester according to the updated quality control assessment content includes:

[0036] Take the updated quality control assessment content as the next quality control assessment content, accumulate the number of updates, and return to execute the step of determining the assessment score of the tester according to the quality control assessment content;

[0037] Until the cumulative value of the number of updates reaches the preset number of quality control inspections, stop executing the step of returning to execute the step of determining the assessment score of the tester according to the quality control assessment content, and determine that the morphological inspection level of the tester does not reach the preset standard inspection level.

[0038] In addition, to achieve the above object, the present application further provides a cell morphological inspection quality control device, and the cell morphological inspection quality control device of the present application includes:

[0039] A response module, configured to respond to a quality control detection instruction of the human-computer interaction module, obtain the user identity code of the tester, and determine the quality control assessment content corresponding to the quality control detection instruction, where the quality control assessment content includes quality control assessment questions with a preset test quantity;

[0040] An assessment module, configured to determine the quality control pass threshold specified by the quality control assessment content and determine the assessment score of the tester according to the quality control assessment content after determining that the tester has logged in to the cell morphological inspection quality control system according to the user identity code;

[0041] A quality control work module, configured to determine that the morphological inspection level of the tester is in a controlled state when the assessment score matches the quality control pass threshold, and prompt the tester to perform daily quality control work according to the controlled state;

[0042] An update module, configured to update the quality control assessment content according to a preset quality control inspection model when the assessment result does not match the quality control qualified threshold, and perform quality control inspection on the morphological inspection level of the tester according to the updated quality control assessment content.

[0043] Each functional module of the cell morphological inspection quality control device of the present application implements the steps of the cell morphological inspection quality control method of the present application as described above when running.

[0044] In addition, to achieve the above object, the present application further provides a cell morphological inspection quality control device, the cell morphological inspection quality control device includes a memory, a processor, and a cell morphological inspection quality control program stored on the memory and executable on the processor, and when the cell morphological inspection quality control program is executed by the processor, it implements the steps of the above cell morphological inspection quality control method.

[0045] In addition, to achieve the above object, the present application further provides a computer storage medium, on which a cell morphological inspection quality control program is stored, and when the cell morphological inspection quality control program is executed by a processor, it implements the steps of the above cell morphological inspection quality control method.

[0046] The present application provides a quality control method for cell morphology inspection, which improves the quality control efficiency of cell morphology inspection by optimizing the manual verification process of the morphological inspection level of professionals. The quality control method for cell morphology inspection of the present application is applied to the quality control module in the cell morphology inspection quality control system, and the quality control module is electrically connected to the human-computer interaction module in the cell morphology inspection quality control system. That is, in the actual application process, the quality control module designed based on the present application can be used to perform daily inspection quality control on the morphological inspection level of the testers. Specifically, in response to the quality control detection instruction of the human-computer interaction module, the user identity code of the tester and the quality control assessment content corresponding to the quality control detection instruction can be quickly and accurately obtained. Among them, the quality control assessment content includes quality control assessment questions with a preset test quantity; after determining that the tester has logged in to the cell morphology inspection quality control system based on the user identity code, the quality control pass threshold specified by the quality control assessment content is determined, thereby ensuring the consistency of the levels of testers in the same laboratory through this quality control pass threshold. After accurately obtaining the assessment score of the tester based on the quality control assessment content, the process of the manual assessment method is optimized by making a targeted judgment on the assessment score according to the quality control pass threshold. When the assessment score matches the quality control pass threshold, it is determined that the morphological inspection level of the tester is in a controlled state, and the tester can be prompted in a timely manner to perform daily inspection work based on the controlled state; when the assessment score does not match the quality control pass threshold, the quality control assessment content is updated in a timely manner according to the preset quality control inspection model, the updated quality control assessment content can be immediately obtained, and the morphological inspection level of the tester is automatically quality controlled according to the updated quality control assessment content, thereby ensuring the inspection quality of cell morphology while significantly improving the quality control efficiency of cell morphology inspection. BRIEF DESCRIPTION OF THE DRAWINGS

[0047] Figure 1 is a schematic flowchart of the first embodiment of the quality control method for cell morphology inspection of the present application;

[0048] Figure 2 is a scenario application diagram related to the solution of the embodiment of the present application;

[0049] Figure 3 is a scenario application diagram related to the solution of the embodiment of the present application;

[0050] Figure 4 is a daily quality control flowchart related to the solution of the embodiment of the present application;

[0051] Figure 5 is a schematic flowchart of the second embodiment of the quality control method for cell morphology inspection of the present application;

[0052] Figure 6 is another scenario application diagram related to the solution of the embodiment of the present application;

[0053] Figure 7 It is a schematic structural diagram of a cell morphology inspection quality control device involved in the solution of the embodiment of the present application;

[0054] Figure 8 It is a schematic structural diagram of a cell morphology inspection quality control device involved in the solution of the embodiment of the present application;

[0055] Figure 9 It is a graph showing the assessment results involved in the solution of the embodiment of the present application.

[0056] The realization of the purpose of the present application, functional features and advantages will be further described in conjunction with the embodiments with reference to the drawings. Specific embodiments

[0057] The embodiment of the present application provides a cell morphology inspection quality control method. Refer to Figure 1 as shown Figure 1 It is a schematic flowchart of the first embodiment of the cell morphology inspection quality control method of the present application.

[0058] Here, the exemplary embodiments will be described in detail, and the examples are shown in the drawings. When the following description refers to the drawings, unless otherwise indicated, the same numbers in different drawings represent the same or similar elements. The embodiments described in the following exemplary embodiments do not represent all embodiments consistent with the present application.

[0059] Cell morphology examination is the main method for the study of blood cell morphology and the diagnosis of blood diseases. By observing the changes in the quantity and quality of cells in bone marrow or peripheral blood smears, it can reflect the pathological conditions of most blood diseases. Total quality management is the standardized management of the whole process of clinical examination. Quality control is an important part of total quality management and is the guarantee for accurate, timely and effective test results. Quality control can be further divided into internal quality control and external quality assessment. Due to the differences in the instruments, reagents, methods and the quality of laboratory personnel used in each laboratory, the test results often vary greatly, and the results of each laboratory lack recognition, which often has a negative impact on clinical diagnosis and treatment work. Therefore, it is of great significance to strengthen the total quality management from specimen collection to report issuance. With the continuous application of various high-end technologies in laboratory medicine, quality control effectively ensures the accuracy and effectiveness of clinical examinations, providing a reliable basis for the rapid diagnosis and treatment of patients' diseases.

[0060] Strengthening the total quality management from specimen collection to report issuance is an important part of quality control. Among them, quality control includes three stages: pre-analysis, in-analysis and post-analysis. In addition, the quality control before analysis is the most critical, and the quality control before analysis can include: specimen collection, personnel, establishment, laboratory methods, etc. Among them, for cell morphology, the quality control of professional personnel is the most critical.

[0061] Cell morphology inspection technology is a multi-disciplinary technology with high requirements. Professionals in morphology inspection should have high qualities, such as a high level of morphology inspection, comprehensive knowledge of clinical, hematology and related interdisciplinary fields. Therefore, various hospitals should establish or improve the departments for morphology inspection, fully guarantee human and material resources, popularize the knowledge of blood cell morphology, and continuously improve the professional level of inspectors.

[0062] Currently, to achieve effective quality control of personnel in morphology inspection, regular comparison among in-house personnel is usually used, usually once every 3 to 6 months for assessment to ensure the same level in the same laboratory. However, in the actual process, the interval time of this personnel comparison is relatively long, and it is difficult to guarantee the quality during the interval between two comparisons. Compared with other instrument-based inspection items, quality control cannot be carried out daily or for each batch. Especially in laboratories with few staff, such as the inspection room in a community health center, it is also difficult to conduct regular personnel comparison. Therefore, errors or inaccuracies may occur in the inspections during the interval period. Based on this, the possibility of errors will inevitably increase when making morphological judgments, thus increasing the probability of misdiagnosis of diseases. To overcome the problem that the long and cumbersome interval time of personnel comparison affects the quality of morphology inspection, this application provides a method, system, device and computer storage medium for quality control of cell morphology inspection.

[0063] For traditional personnel quality control in morphology inspection, it is generally twice a year with a very low frequency, and it is impossible to guarantee the personnel quality during the interval between two comparisons. The goal of this application is to conduct daily morphology quality control in blood morphology inspection work, that is, the on-duty personnel operate the software to answer questions about morphology pictures and the software judges whether the score is out of control to determine whether further practice is needed to recognize the pictures to pass the current quality control, so that the on-duty medical staff can reach the best state of identifying blood cell morphology each time. This application can achieve daily personnel quality control, and can also calculate the average quality control situation of the previous month at the beginning of the month for guiding the improvement of inspection quality. For traditional morphology inspection quality control through comparison among personnel, various scoring forms need to be designed, generally in paper form, which is not convenient for statistics. This application can record the scores of each person in real-time electronically and is also convenient for statistics. Moreover, the quality control data generated by this application is richer than the traditional method, and can guide the quality management of morphology inspection more comprehensively and in real-time. In addition, the traditional method cannot be implemented in remote areas and primary health institutions, such as the inspection room in a community health center, because of insufficient personnel, especially the lack of senior professional title personnel. The method of this invention is based on a database and can also achieve daily personnel quality control in such primary health institutions. And under the condition of using standard atlases, it can reach the high-level quality control standards of superior hospitals.

[0064] In this embodiment, the cell morphology inspection quality control method of the present application is applied to the quality control module in the cell morphology inspection quality control system, and the quality control module is electrically connected to the human-computer interaction module in the cell morphology inspection quality control system. That is, the present application executes the following cell morphology inspection quality control method through the quality control module in the cell morphology inspection quality control system. The execution subject of the present application will not be elaborated in the following embodiments.

[0065] The cell morphology inspection quality control method of the present application includes:

[0066] Step S10: In response to the quality control detection instruction of the human-computer interaction module, obtain the user identity code of the tester and determine the quality control assessment content corresponding to the quality control detection instruction, where the quality control assessment content includes quality control assessment questions with a preset test quantity.

[0067] In this embodiment, referring to Figure 2 and Figure 3 , Figure 2 is an application scenario diagram involved in the solution of the embodiment of the present application, Figure 3 is another application scenario diagram involved in the solution of the embodiment of the present application. When the login interface of the human-computer interaction module ( Figure 3 is a schematic diagram of the login interface of the morphology quality control software) collects the user identity code and the target morphology category input by the tester, it outputs a quality control detection instruction to the quality control module, triggers the quality control module to access the user identity code and the target morphology category sent by the human-computer interaction module, and then the quality control module randomly reads quality control assessment questions equal to the preset test quantity from the memory of the target morphology category, and then can quickly obtain the quality control assessment content (that is, quality control assessment questions with a preset test quantity), thus avoiding the situation of long proposition time in the traditional manual assessment method and effectively improving the proposition efficiency of the quality control assessment content.

[0068] It should be noted that the user identity code may include, but is not limited to, the work number and user password of the tester. The preset test quantity can be customized according to application requirements. For example, the preset test quantity can be 10, and the above is only one implementation manner of the preset test quantity, and the present application makes no limitation here.

[0069] In addition, it should be noted that the present application pre-sets multiple cell morphology categories, and each cell morphology category's memory stores a category question bank corresponding to each cell morphology category. The category question bank may include several quality control assessment questions related to each cell morphology category, and each cell morphology category corresponds to a laboratory or department. Among them, the target morphology category is the cell morphology category corresponding to the laboratory or department where the tester is located. Referring to Figure 2 and Figure 3, for example, if the laboratory or department where the tester is located is a blood cell laboratory or department, then the target morphological category is No. 1 (blood cells), and there are several quality control assessment questions related to No. 1 (blood cells) stored in the memory of No. 1 (blood cells).

[0070] The quality control assessment questions can be clinical test pictures based on morphological recognition. Represented by bone marrow and peripheral blood cell morphological tests, they also include pictures related to morphological tests of cells in other tissues, urine sediment, parasites, vaginal secretions, prostatic fluid, etc. Therefore, the application of its quality control includes but is not limited to bone marrow and peripheral blood cell morphological tests. That is, clinical test technologies based on morphological recognition judgments all fall within the scope of the quality control application of this application. In addition, each picture has a definite correct answer, and the correct answer is determined according to the professional guidelines of clinical tests or the standards determined by two or more highly qualified and experienced team leaders in the same laboratory.

[0071] The generation of the quality control assessment questions with a preset test quantity can be understood as the response of the quality control module to the quality control detection instruction, randomly retrieving the clinical test pictures with the preset measurement quantity from the corresponding category question bank.

[0072] The category question bank is a database stored based on pictures. In addition, the data source of the category question bank can be the national external quality assessment standard pictures of the National Center for Clinical Laboratories and the pictures collected by the laboratory or department. Among them, the national external quality assessment standard pictures of the National Center for Clinical Laboratories have national-level industry standard answers and have the highest authority. The pictures collected by the laboratory or department can be understood as the typical pictures collected by the corresponding laboratory or department for each cell morphological category in daily work, including microscopic examination pictures related to normal and disease states, and the standards are determined by two or more highly qualified and experienced team leaders in the corresponding laboratory or department.

[0073] Step S20: After determining that the tester has logged in to the cell morphological test quality control system according to the user identity code, determine the quality control pass threshold specified by the quality control assessment content, and determine the assessment score of the tester according to the quality control assessment content.

[0074] In this embodiment, with reference to Figure 2When the virtual login button in the human-computer interaction module responds to the login operation of the tester, the correct login password corresponding to the tester is determined according to the work number of the tester. When the correct login password is the same as the user password input by the tester, the information that the tester has logged in to the cell morphology inspection quality control system is sent to the quality control module. At this time, after determining that the tester has logged in to the cell morphology inspection quality control system, the quality control module can obtain the quality control passing threshold specified in the quality control assessment content in a timely manner, thereby ensuring the consistency of the levels of testers in the same laboratory through this quality control passing threshold. Then, the assessment score of the tester can be accurately obtained according to the quality control assessment content, so that the quality control module can perform quality control passing screening on the assessment score of the tester according to the quality control passing threshold, thereby ensuring the consistency of the morphology inspection level of the laboratory or department where the tester is located.

[0075] It should be noted that the quality control passing threshold can be customized according to application requirements, and this application does not make any restrictions here.

[0076] Step S30: When the assessment score matches the quality control passing threshold, determine that the morphology inspection level of the tester is in a controlled state, and prompt the tester to perform daily quality control work according to the controlled state.

[0077] In this embodiment, when the assessment score matches the quality control passing threshold, it is determined that the morphology inspection level of the tester is in a controlled state, and then the controlled state is sent to the human-computer interaction module for display. At this time, the tester starts to perform daily cell morphology inspections based on the controlled state displayed on the human-computer interaction module, thereby improving the morphology inspection level of the tester in cell morphology inspections to ensure the accuracy and reliability of the inspection results.

[0078] It should be noted that the controlled state can be understood as that the morphology inspection level of the tester meets the morphology inspection level of the laboratory or department where the tester is located. In addition, the morphology inspection level of the laboratory or department where the tester is located can be represented by the quality control passing threshold.

[0079] The daily inspection work is the daily cell morphology inspection, which can specifically include the tester performing cell morphology inspections on clinical samples received by the laboratory / department where the tester is located and images obtained by laboratory instruments and equipment.

[0080] In another embodiment, when the assessment score matches the quality control passing threshold, the tester is prompted to log out of the cell morphology inspection quality control system based on the human-computer interaction module (that is, it is prompted that the tester can start performing daily cell morphology inspections based on the controlled state displayed on the human-computer interaction module), so that the next tester can log in to the cell morphology inspection quality control system according to their own user identity code to perform quality control inspection operations.

[0081] Step S40: When the assessment result does not match the quality control pass threshold, update the quality control assessment content according to a preset quality control inspection model, and perform quality control inspection on the morphological inspection level of the tester according to the updated quality control assessment content.

[0082] In this embodiment, when the quality control module performs quality control pass screening on the assessment result based on the quality control pass threshold, after screening out that the assessment result does not exceed the quality control pass threshold, it is determined that the assessment result of the tester does not match the quality control pass threshold. Then, update the quality control assessment content according to the preset quality control inspection model, and automatically perform quality control inspection on the morphological inspection level of the tester according to the updated quality control assessment content, thereby ensuring the inspection quality of cell morphology while significantly improving the quality control efficiency of cell morphology inspection.

[0083] In another embodiment, refer to Figure 4 , Figure 4 is the daily quality control flowchart involved in the solution of the embodiment of the present application. The quality control module of the present application is integrated with "morphological quality control software", and the morphological quality control software is displayed through the human-computer interaction module. Before starting to process clinical specimens every morning, personnel quality control is first performed. The implementation steps are as follows: (1) Open the software and log in to the software; (2) Select the morphological specialty group (such as blood cells, urine sediment, etc.); (3) Quality control assessment: Select the corresponding answer according to the picture displayed on the software interface. (4) Complete the assessment and click submit. (5) Judgment: 1 Qualified (in control). 2 Unqualified (out of control), need to do the questions again until qualified (belonging to correction after out of control). (See Figure 4 for the daily personnel quality control process) (The judgment criterion is: 80 points and above are qualified, and below 80 points are unqualified. Among them, 80 points is the quality control pass threshold).

[0084] In another embodiment, during the actual application process, before a tester conducts morphological examinations of clinical specimens in the department or laboratory where the tester is located every day, the daily inspection quality control of the tester's morphological examination level can be implemented based on the quality control module designed in this application. If the assessment score of the tester exceeds the quality control pass threshold, while displaying the in-control state of the tester's morphological examination level through the human-computer interaction module, the assessment score of the tester will be stored in the corresponding monthly statistical list according to the month and date specified by the assessment score; if the assessment score of the tester does not exceed the quality control pass threshold, the assessment score of the tester can still be determined according to the original quality control assessment content or the updated quality control assessment content based on the preset number of quality control inspections. When the morphological examination quality control of the preset number of quality control inspections is performed on the tester and the assessment score of the tester still does not exceed the quality control pass threshold, the assessment score that does not exceed the quality control pass threshold will also be stored in the corresponding monthly statistical list. Then, based on the monthly statistical list, the user identity code of the tester, and the cell morphology category, cell morphology examination quality control indicators can be generated.

[0085] It should be noted that the cell morphology examination quality control indicators can include classification based on the user identity code and the cell morphology category (i.e., the quality control item). Among them, those based on the user identity code are: the average quality control assessment score of each individual tester, the number of out-of-control times (unqualified times) of each individual tester per month, and the average completion time of each individual tester per month.

[0086] Those based on the quality control item are: the average quality control assessment score of different quality control items and the average monthly completion time of different quality control items.

[0087] In yet another embodiment, the cell morphology examination quality control system of this application can comprehensively analyze each monthly statistical list and statistically obtain the overall pass rate and individual pass rate of each laboratory or department, so as to guide the training focus of individual employees. That is, the cell morphology examination quality control method of this application can implement the cell morphology examination quality control of testers every day, solving the calculation problem that the traditional method requires a personnel comparison only once every 3 to 6 months and cannot control the inspection quality every day. It can also make the personnel quality control of morphological examinations be quantified in detail based on the monthly statistical list, better guide quality improvement, and can be comprehensively and continuously used to improve personnel quality.

[0088] In summary, the present application provides a quality control method for cell morphology examination, which improves the quality control efficiency of cell morphology examination by optimizing the manual verification process of the morphological examination level of professionals. The quality control method for cell morphology examination of the present application is applied to the quality control module in the cell morphology examination quality control system, and the quality control module is electrically connected to the human-computer interaction module in the cell morphology examination quality control system. That is, in the actual application process, the quality control of the morphological examination level of the tester can be realized based on the quality control module designed in the present application. Specifically, in response to the quality control detection instruction of the human-computer interaction module, the user identity code of the tester and the quality control assessment content corresponding to the quality control detection instruction can be quickly and accurately obtained. Among them, the quality control assessment content includes quality control assessment questions with a preset test quantity; after determining that the tester has logged in to the cell morphology examination quality control system according to the user identity code, the quality control pass threshold specified by the quality control assessment content is determined, thereby ensuring the consistency of the levels of testers in the same laboratory through this quality control pass threshold. After accurately obtaining the assessment score of the tester based on the quality control assessment content, the process of the manual assessment method is optimized by making a targeted judgment on the assessment score according to the quality control pass threshold. When the assessment score matches the quality control pass threshold, it is determined that the morphological examination level of the tester is in a controlled state, and the tester can be prompted in a timely manner to perform daily quality control work based on the controlled state; when the assessment score does not match the quality control pass threshold, the quality control assessment content is updated in a timely manner according to the preset quality control test model, the updated quality control assessment content can be immediately obtained, and the morphological examination level of the tester is automatically quality controlled according to the updated quality control assessment content, thereby significantly improving the quality control efficiency of cell morphology examination while ensuring the quality of cell morphology examination.

[0089] Further, based on the first embodiment of the quality control method for cell morphology examination of the present application, a second embodiment of the quality control method for cell morphology examination of the present application is proposed. Refer to Figure 5 , Figure 5 is a schematic flowchart of the second embodiment of the quality control method for cell morphology examination of the present application.

[0090] Further, in some feasible embodiments, the above step S20: determining the assessment score of the tester according to the quality control assessment content may further include the following implementation steps:

[0091] Step S201: Determine the correct options corresponding to each of the quality control assessment questions, and receive the answer options corresponding to the tester's answers to each of the quality control assessment questions sent by the human-computer interaction module.

[0092] In this embodiment, refer to Figure 6 , Figure 6It is another scenario application diagram involved in the solution of the embodiment of the present application. The quality control assessment content output by the quality control module (i.e., quality control assessment questions with equal preset test quantities) is displayed through the human-computer interaction module for testers to answer each quality control assessment question displayed by the human-computer interaction module. Refer to Figure 9 , Figure 9 is the assessment result display diagram involved in the solution of the embodiment of the present application. After the tester completes answering all the quality control assessment questions, the human-computer interaction module will respond to the click submit instruction sent by the virtual submission case, and send the answer options corresponding to each quality control assessment question answered by the tester to the quality control module. At this time, the quality control module will determine the correct options corresponding to each quality control assessment question and immediately receive the answer options corresponding to each quality control assessment question answered by the tester sent by the human-computer interaction module, so as to provide accurate and reliable option data for the subsequent option comparison of the quality control module, further improving the inspection accuracy of cell morphology inspection quality control.

[0093] It should be noted that the click submit instruction is triggered by the tester clicking the virtual submit button in the human-computer interaction module.

[0094] The correct option corresponding to the quality control assessment question can be determined according to the national or provincial clinical laboratory center standards, or determined by the person with the highest professional level in the same laboratory.

[0095] In a specific embodiment, refer to Figure 6 , the question answering display interface of the human-computer interaction module generally displays the cell morphology images to be inspected in the tester's laboratory or department on the right side, and displays multiple options (generally four options) on the left side of the display interface, and each option contains an interpretation of the cell morphology image. The tester can click on the selection circle corresponding to one or more options to answer the quality control assessment question, and after answering the quality control assessment question, click the "next question" virtual button until the answering of the quality control assessment questions with the preset test quantity is completed. In addition, there is a magnified picture button prompt (i.e., click to view the original picture) in the lower left corner of the cell morphology image. After clicking, the magnified picture can be seen, which is beneficial to clearly seeing the picture details of the cell morphology image. The work number of the current question answering person (i.e., the tester) is displayed in the upper right of the display interface, and a timer in the lower right corner times the answering time of the tester answering the quality control assessment questions. This answering time can be used to judge the familiarity of the tester or improve the quality of the morphology inspection level.

[0096] It should be noted that refer to Figure 6, in the cell morphology images to be tested in the laboratory or department where the tester is located, which are displayed on the right side of the question-solving display interface, the circular observation window symbolizes the observation field of the microscope (circular). There is a "click to view the original image" button at the lower left corner of the circular field of view, which can be clicked to magnify the image. In addition, the magnification of the enlarged image can be customized according to the user's needs, and no restrictions are imposed in this application.

[0097] Step S202: Compare the correct option and the answered option corresponding to the same quality control assessment question according to the preset test quantity, and obtain the number of correct answers of the tester answering the quality control assessment content.

[0098] In this embodiment, the quality control module first randomly reads a quality control assessment question from the quality control assessment questions with the preset test quantity, and then compares the correct option and the answered option corresponding to this quality control assessment question. When the answered option corresponding to this quality control assessment question is the same as the correct option, a correct answer count is accumulated. After marking this quality control assessment question, then randomly read the correct option and the answered option corresponding to a target quality control question from the quality control assessment questions with the preset test quantity. The target quality control question is any one of the quality control assessment questions other than the marked quality control assessment question. Then, according to the target quality control question, return to execute the step of comparing the correct option and the answered option corresponding to this quality control assessment question until it is determined that the number of questions of the marked quality control assessment question is the same as the preset test quantity, obtain the cumulative value of all correct answer counts, and use this cumulative value as the number of correct answers of the tester answering the quality control assessment content, so as to provide an accurate and reliable scoring index for the quality control module to determine the assessment result subsequently.

[0099] Step S203: Perform quality control scoring processing according to the number of correct answers and the preset test quantity, and obtain the assessment result of the tester.

[0100] In this embodiment, perform a product process according to the number of correct answers and the reciprocal of the preset test quantity to obtain the correct answer ratio of the tester, and use this correct answer ratio as the assessment result of the tester.

[0101] Further, in some other feasible embodiments, after the above step S20: determining the assessment result of the tester according to the quality control assessment content, the cell morphology inspection quality control method may further include the following implementation steps:

[0102] Step A10: Detect whether the assessment result exceeds the quality control passing threshold;

[0103] Step A20: If the assessment result does not exceed the quality control passing threshold, determine that the assessment result does not match the quality control passing threshold.

[0104] In this embodiment, the quality control module detects whether the assessment score of the tester exceeds the quality control passing threshold. Specifically, the quality control module detects whether the assessment score of the tester is greater than or equal to the quality control passing threshold. If the assessment score of the tester is less than the quality control passing threshold (that is, if the assessment score of the tester does not exceed the quality control passing threshold), it is determined that the assessment score of the tester does not match the quality control passing threshold, which means that the morphological examination level of the tester is out of control.

[0105] Step A30: If the assessment score exceeds the quality control passing threshold, it is determined that the assessment score matches the quality control passing threshold.

[0106] In this embodiment, if the assessment score exceeds the quality control passing threshold, it is determined that the assessment score matches the quality control passing threshold, which means that the morphological examination level of the tester is in control. Specifically, it is determined that the morphological examination level of the tester is in control, and the in-control state is displayed through the human-computer interaction module, so as to prompt the tester to exit the cell morphological examination quality control system based on the human-computer interaction module, so that the next tester can log in to the cell morphological examination quality control system according to his own user identification code to perform quality control inspection operations.

[0107] Furthermore, in some feasible embodiments, the above step S40: updating the quality control assessment content according to a preset quality control inspection model may further include the following implementation steps:

[0108] Step S401: Receive the single-question answering time of the quality control assessment content sent by the human-computer interaction module, and determine the single-question reply time corresponding to the preset quality control inspection model, where the single-question answering time is the completion time for the tester to answer one quality control assessment question.

[0109] In this embodiment, receive the single-question answering time of the quality control assessment content sent by the human-computer interaction module, and determine the single-question reply time corresponding to the preset quality control inspection model, where the single-question answering time is the completion time for the tester to answer one quality control assessment question.

[0110] It should be noted that the preset quality control inspection model can be obtained by training and learning historical quality control data based on the RNN (recurrent neural network) algorithm. The historical quality control data includes, but is not limited to, the completion times corresponding to historical testers answering each quality control assessment question, and historical quality control assessment content, etc.

[0111] Step S402: Perform timeout detection on each quality control assessment question according to the single-question response time and the single-question answering time. After determining that the single-question answering time exceeds the single-question response time, designate the quality control assessment question specified by the single-question answering time as a timeout quality control question.

[0112] In this embodiment, after determining the single-question response time corresponding to each quality control assessment question, detect whether there is a single-question response time that exceeds the single-question answering time among the multiple single-question response times. If there is a single-question response time that exceeds the single-question answering time, designate the quality control assessment question specified by the single-question answering time as a timeout quality control question.

[0113] Step S403: Screen for wrong questions in the quality control assessment content for the tester to obtain error quality control questions.

[0114] In this embodiment, after the tester completes the assessment of the quality control assessment content, screen for wrong questions in the quality control assessment content according to the correct options corresponding to each quality control assessment question, and designate the quality control assessment question whose correct option corresponding to the quality control assessment question is different from the answering option corresponding to the quality control assessment question as an error quality control question.

[0115] Step S404: Update the quality control assessment content based on the quality control inspection model, the timeout quality control questions, and the error quality control questions.

[0116] In this embodiment, extract the error feature weights of the error quality control questions according to the preset quality control inspection model, then determine the number of updated questions based on the timeout quality control questions and the error quality control questions, and determine the number of first target questions of the first target question type according to the product data between the error feature weights and the number of updated questions, where the first target question type is the question type to which the error quality control questions belong; then perform a subtraction process on the number of first target questions according to the number of updated questions to obtain the number of second target questions of the second target question type, where the second target question type is the question type to which the timeout quality control questions belong. Then, search for the first quality control questions of the number of first target questions from the preset cytomorphology question bank according to the first target question type, and search for the second quality control questions of the number of second target questions from the preset cytomorphology question bank according to the second target question type. Update the quality control assessment content based on the timeout quality control questions, the error quality control questions, the first quality control questions, and the second quality control questions.

[0117] Furthermore, in some other feasible embodiments, the above Step S404: Update the quality control assessment content based on the quality control inspection model, the timeout quality control questions, and the error quality control questions may further include the following implementation steps:

[0118] Step S4041: Extract features of the error quality control questions according to the quality control inspection model to obtain the error feature weights of the error quality control questions.

[0119] In this embodiment, the error quality control questions are input into the quality control inspection model. At this time, the question type (i.e., the first target question type) to which the error quality control questions belong is determined by the quality control inspection model, and then the weight ratio corresponding to the first target question type is determined and used as the error feature weights of the error quality control questions.

[0120] In another embodiment, when there are multiple error quality control questions, after adding up the error feature weights corresponding to each error quality control question, the total error feature weight is obtained, and the total error feature weight and the ratio between all error quality control questions are used as the error feature weights.

[0121] Step S4042: Determine the updated number of questions based on the timeout quality control questions and the error quality control questions, and determine the first target number of questions of the first target question type based on the product data between the error feature weights and the updated number of questions. The first target question type is the question type to which the error quality control questions belong.

[0122] In this embodiment, the updated number of questions is determined based on the timeout quality control questions and the error quality control questions, and the first target number of questions of the first target question type is determined based on the product data between the error feature weights and the updated number of questions. The first target question type is the question type to which the error quality control questions belong.

[0123] Step S4043: Perform a subtraction operation on the first target number of questions according to the updated number of questions to obtain the second target number of questions of the second target question type. The second target question type is the question type to which the timeout quality control questions belong.

[0124] In this embodiment, a subtraction operation is performed on the first target number of questions according to the updated number of questions to obtain the second target number of questions of the second target question type. The second target question type is the question type to which the timeout quality control questions belong.

[0125] Step S4044: Search for the first quality control questions of the first target number of questions from the preset cytomorphology question bank according to the first target question type, and search for the second quality control questions of the second target number of questions from the preset cytomorphology question bank according to the second target question type.

[0126] In this embodiment, search for the first quality control questions of the first target number of questions from the preset cytomorphology question bank according to the first target question type, and search for the second quality control questions of the second target number of questions from the preset cytomorphology question bank according to the second target question type.

[0127] Step S4045: Update the quality control assessment content based on the timeout quality control questions, the error quality control questions, the first quality control questions, and the second quality control questions.

[0128] In this embodiment, the timeout quality control questions with the number of timeout questions, the error quality control questions with the number of error questions, the first quality control questions with the number of first target questions, and the second quality control questions with the number of second target questions are sequentially input into a preset assessment list, and then the assessment list is overlaid on the original list where the quality control assessment questions with a preset measurement quantity are located, so as to update the quality control assessment content.

[0129] Further, in some feasible embodiments, the above-mentioned step S4042: Determine the number of updated questions based on the timeout quality control questions and the error quality control questions, and further includes the following implementation steps:

[0130] Step B10: Determine the number of timeout questions corresponding to the timeout quality control questions and the number of error questions corresponding to the error quality control questions;

[0131] Step B20: Add the number of timeout questions and the number of error questions to obtain the total number of questions;

[0132] Step B30: Determine the number of updated questions based on the difference between the preset test quantity and the total number of questions.

[0133] In this embodiment, determine the number of timeout questions corresponding to the timeout quality control questions and the number of error questions corresponding to the error quality control questions, and determine the number of updated questions based on the difference between the preset test quantity and the total number of questions.

[0134] Further, in some other feasible embodiments, the above-mentioned step S40: Perform quality control inspection on the morphological inspection level of the tester according to the updated quality control assessment content, and further includes the following implementation steps:

[0135] Step S405: Use the updated quality control assessment content as the next quality control assessment content, accumulate the update times, and return to execute the step of determining the assessment score of the tester based on the quality control assessment content;

[0136] Step S406: Until the cumulative value of the update times reaches the preset number of quality control inspection times, then stop executing the step of returning to execute the step of determining the assessment score of the tester based on the quality control assessment content, and determine that the morphological inspection level of the tester does not reach the preset standard inspection level.

[0137] In this embodiment, the updated quality control assessment content is used as the next quality control assessment content, and the update times are accumulated. Then, the step of determining the assessment score of the tester according to the quality control assessment content is returned until the cumulative value of the update times reaches the preset quality control inspection times. After that, the step of returning to execute the step of determining the assessment score of the tester according to the quality control assessment content is stopped, and it is determined that the morphological inspection level of the tester does not reach the preset standard inspection level.

[0138] It should be noted that the preset standard inspection level can be customized according to application requirements. Specifically, when the assessment score of the tester exceeds the quality control passing threshold, it is determined that the morphological inspection level of the tester reaches the preset standard inspection level, that is, the morphological inspection level of the tester is in a controlled state. When the assessment score of the tester does not exceed the quality control passing threshold, it is determined that the morphological inspection level of the tester does not reach the preset standard inspection level, that is, the morphological inspection level of the tester is in an out-of-control state.

[0139] In another embodiment, referring to Figure 9 , when the assessment score does not match the quality control passing threshold, the test score of the tester (i.e., the test result score: 40 points), the selected question numbers of the incorrect questions, and the correct options are displayed through the result judgment interface of the human-computer interaction module. Then, in response to the operation of the tester clicking the "Re-answer Button", the result judgment interface of the human-computer interaction module is automatically switched to the question display interface of the human-computer interaction module for display, so as to continue to perform quality control inspection on the morphological inspection level of the tester according to the original quality control assessment content displayed on the question display interface until the quality control assessment is passed.

[0140] It should be noted that the original quality control assessment content can be understood as the quality control assessment content corresponding to the quality control detection instruction. That is to say, the morphological inspection level of the tester is continuously subjected to quality control inspection again according to the original quality control assessment questions with the preset test quantity until the quality control assessment is passed.

[0141] In another embodiment, when the assessment result does not match the quality control pass threshold, the test result of the tester (i.e., the test result score: 40 points), the selected question numbers of the incorrect questions, and the correct options are displayed through the result judgment interface of the human-computer interaction module. Then, in response to the operation of the tester clicking "Log in to the system again", the result judgment interface of the human-computer interaction module is automatically switched to the login interface of the human-computer interaction module. After the tester logs in to the displayed login interface again, the next quality control detection instruction is output to the quality control module, so that the quality control module can return to execute the steps of obtaining the user identity code of the tester and determining the quality control assessment content corresponding to the quality control detection instruction, so that the quality control module regenerates a preset number of quality control assessment questions. In addition, there may be questions in the preset number of quality control assessment questions regenerated by the quality control module that are the same as the quality control assessment questions initially generated by the quality control module.

[0142] In summary, the present application provides a method for quality control of cell morphology examination to improve the quality control efficiency of cell morphology examination by optimizing the manual verification process of the morphological examination level of professionals. This method includes, but is not limited to, the in-house quality control of personnel in clinical laboratory cell morphology, and can also be used for the training and learning of daily morphological atlas recognition. In addition, the "morphological quality control software" integrated in the quality control module of the present application uses standard quality control atlases as the correct answers to control the quality; it can also be used to formulate the judgment criteria of each laboratory. And the data statistics set by the software enables the personnel quality control of morphological examination to be quantified in detail, better guiding quality improvement. In addition, the essence of the present application is a method for improving the ability to recognize atlases by doing questions, which is not only used for the daily quality control of medical staff, especially the quality control of grass-roots medical staff, but also can be used for the teaching or self-study of students in medical morphology.

[0143] In addition, the present application also provides a device for quality control of cell morphology examination. Please refer to Figure 7 , Figure 7 which is a schematic structural diagram of the device for quality control of cell morphology examination involved in the embodiment scheme of the present application.

[0144] The device for quality control of cell morphology examination of the present application includes:

[0145] A response module H01, configured to obtain the user identity code of the tester and determine the quality control assessment content corresponding to the quality control detection instruction in response to the quality control detection instruction of the human-computer interaction module, where the quality control assessment content includes quality control assessment questions with a preset test quantity;

[0146] The assessment module H02 is used to determine the assessment score of the tester according to the quality control assessment content after determining that the tester has logged in to the cell morphology inspection quality control system based on the user identity code, and determine the quality control passing threshold specified by the quality control assessment content;

[0147] The quality control work module H03, when the assessment score matches the quality control passing threshold, determines that the morphological inspection level of the tester is in a controlled state, and prompts the tester to perform daily quality control work according to the controlled state;

[0148] The update module H04 is used to, when the assessment score does not match the quality control passing threshold, update the quality control assessment content according to a preset quality control inspection model, and perform quality control inspection on the morphological inspection level of the tester according to the updated quality control assessment content.

[0149] Optionally, the assessment module H02 further includes:

[0150] Determine the correct options corresponding to each quality control assessment question, and receive the answer options corresponding to each quality control assessment question answered by the tester sent by the man-machine interaction module;

[0151] Compare the correct options and the answer options corresponding to the same quality control assessment question according to the preset test quantity to obtain the number of correct answers for the tester to answer the quality control assessment content;

[0152] Perform quality control scoring processing based on the number of correct answers and the preset test quantity to obtain the assessment score of the tester.

[0153] Optionally, the assessment module H02 further includes:

[0154] The detection unit is used to detect whether the assessment score exceeds the quality control passing threshold;

[0155] The first comparison unit is used to determine that the assessment score does not match the quality control passing threshold if the assessment score does not exceed the quality control passing threshold;

[0156] The second comparison unit is used to determine that the assessment score matches the quality control passing threshold if the assessment score exceeds the quality control passing threshold.

[0157] Optionally, the update module H04 further includes:

[0158] A receiving unit, configured to receive the single-question answering time of the quality control assessment content sent by the human-computer interaction module, and determine the single-question reply time corresponding to a preset quality control inspection model, where the single-question answering time is the completion time for the tester to answer a quality control assessment question;

[0159] An overtime detection unit, configured to perform overtime detection on each quality control assessment question according to the single-question reply time and the single-question answering time, and after determining that the single-question answering time exceeds the single-question reply time, designate the quality control assessment question specified by the single-question answering time as an overtime quality control question;

[0160] A wrong-question screening unit, configured to perform wrong-question screening on the quality control assessment content of the tester to obtain missed quality control questions;

[0161] A first update unit, configured to update the quality control assessment content according to the quality control inspection model, the overtime quality control questions, and the missed quality control questions.

[0162] Optionally, the update module H04 further includes:

[0163] An extraction unit, configured to extract features of the missed quality control questions according to the quality control inspection model to obtain the missed feature weights of the missed quality control questions;

[0164] A first question type unit, configured to determine the number of updated questions according to the overtime quality control questions and the missed quality control questions, and determine the number of first target questions of a first target question type according to the product data between the missed feature weights and the number of updated questions, where the first target question type is the question type to which the missed quality control questions belong;

[0165] A second question type unit, configured to perform a difference processing on the number of first target questions to obtain the number of second target questions of a second target question type, where the second target question type is the question type to which the overtime quality control questions belong;

[0166] A search unit, configured to search for the first quality control questions of the number of first target questions from a preset cytomorphology question bank according to the first target question type, and search for the second quality control questions of the number of second target questions from the preset cytomorphology question bank according to the second target question type;

[0167] A second update unit, configured to update the quality control assessment content according to the overtime quality control questions, the missed quality control questions, the first quality control questions, and the second quality control questions.

[0168] Optionally, the update module H04 further includes:

[0169] A number determination unit for determining the number of timeout test questions corresponding to the timeout quality control test questions and the number of error test questions corresponding to the error quality control test questions;

[0170] An addition unit for adding the number of timeout test questions and the number of error test questions to obtain the total number of test questions;

[0171] A difference determination unit for determining the updated number of test questions based on the difference between the preset test quantity and the total number of test questions.

[0172] Optionally, the update module H04 further includes:

[0173] An accumulation unit for using the updated quality control assessment content as the next quality control assessment content, accumulating the update times, and returning to execute the step of determining the assessment score of the test personnel based on the quality control assessment content;

[0174] A stop unit for stopping the execution of the step of returning to execute the step of determining the assessment score of the test personnel based on the quality control assessment content until the accumulated value of the update times reaches the preset quality control inspection times, and determining that the morphological inspection level of the test personnel does not reach the preset standard inspection level.

[0175] Each functional module of the cell morphological inspection quality control device of the present application implements the steps of the cell morphological inspection quality control method of the present application as described above when running.

[0176] In addition, the present application also provides a cell morphological inspection quality control device. Please refer to Figure 8 , Figure 8 is a schematic structural diagram of the cell morphological inspection quality control device involved in the solution of the embodiment of the present application. The cell morphological inspection quality control device of the embodiment of the present application may specifically be a device for locally running cell morphological inspection quality control.

[0177] As Figure 8 shown, the cell morphological inspection quality control device of the embodiment of the present application may include: a processor 1001, such as a CPU, a communication bus 1002, a user interface 1003, a network interface 1004, and a memory 1005. Among them, the communication bus 1002 is used to realize the connection and communication between these components. The user interface 1003 may include a display screen (Display) and an input unit such as a keyboard (Keyboard). Optionally, the user interface 1003 may further include a standard wired interface and a wireless interface. The network interface 1004 may optionally include a standard wired interface and a wireless interface (such as a Wi-Fi interface).

[0178] The memory 1005 is provided on the main body of the cell morphology inspection quality control device. A program is stored on the memory 1005, and when the program is executed by the processor 1001, corresponding operations are implemented. The memory 1005 is also used to store parameters for use by the cell morphology inspection quality control device. The memory 1005 can be a high-speed RAM memory or a stable memory (non-volatile memory), such as a disk memory. Optionally, the memory 1005 can also be a storage device independent of the aforementioned processor 1001.

[0179] Those skilled in the art can understand that Figure 8 the structure of the cell morphology inspection quality control device shown in does not constitute a limitation on the cell morphology inspection quality control device, and may include more or fewer components than shown in the figure, or combine certain components, or have different component arrangements.

[0180] As Figure 8 shown, the memory 1005, as a computer storage medium, may include an operating system, a network communication module, a user interface module, and a cell morphology inspection quality control program of the cell morphology inspection quality control device.

[0181] In Figure 8 the cell morphology inspection quality control device shown, the processor 1001 can be used to call the cell morphology inspection quality control program stored in the memory 1005 and execute the steps of the above-mentioned cell morphology inspection quality control method.

[0182] In addition, the present application provides a computer storage medium. A cell morphology inspection quality control program is stored on the computer storage medium, and when the cell morphology inspection quality control program is executed by a processor, the steps of the above-mentioned cell morphology inspection quality control method are implemented.

[0183] It should be noted that in this article, the term "including", "comprising" or any other variant thereof is intended to cover non-exclusive inclusion, so that a process, method, article or system including a series of elements not only includes those elements, but also includes other elements not explicitly listed, or also includes elements inherent to such process, method, article or system. Without further limitation, an element defined by the statement "including a..." does not exclude the existence of another identical element in the process, method, article or system including that element.

[0184] The serial numbers of the above embodiments of the present application are only for description and do not represent the advantages or disadvantages of the embodiments.

[0185] Through the description of the above embodiments, those skilled in the art can clearly understand that the above-described example methods can be implemented by means of software plus a necessary general hardware platform. Of course, they can also be implemented by hardware, but in many cases the former is a better implementation. Based on such an understanding, the technical solution of the present application, in essence, or the part that contributes to the prior art can be embodied in the form of a software product. This computer software product is stored in a computer storage medium as described above (such as ROM / RAM, magnetic disk, optical disk), and includes several instructions to enable a cell morphology inspection quality control device (which can be a mobile phone, computer, server, or network device, etc.) to execute the methods described in various embodiments of the present application.

[0186] The above are only the preferred embodiments of the present application, and do not limit the patent scope of the present application. Any equivalent structure or equivalent process transformation made by using the content of the specification and drawings of the present application, or directly or indirectly applied in other related technical fields, shall be equally included in the patent protection scope of the present application.

Claims

1. A quality control method for cell morphology examination, characterized in that, The cell morphology inspection quality control method is applied to a quality control module in a cell morphology inspection quality control system, and the quality control module is electrically connected to a man-machine interaction module in the cell morphology inspection quality control system; The cell morphology inspection quality control method includes: In response to a quality control detection instruction from the man-machine interaction module, obtaining the user identity code of the tester and determining the quality control assessment content corresponding to the quality control detection instruction, where the quality control assessment content includes quality control assessment questions with a preset test quantity; After determining that the tester has logged in to the cell morphology inspection quality control system based on the user identity code, determining the quality control passing threshold specified by the quality control assessment content, and determining the assessment score of the tester based on the quality control assessment content; When the assessment score matches the quality control passing threshold, determining that the morphology inspection level of the tester is in a controlled state, and prompting the tester to perform daily inspection work based on the controlled state; When the assessment score does not match the quality control passing threshold, updating the quality control assessment content according to a preset quality control inspection model, and performing quality control inspection on the morphology inspection level of the tester according to the updated quality control assessment content.

2. The cell morphology inspection quality control method according to claim 1, characterized in that, The step of determining the assessment score of the tester based on the quality control assessment content includes: Determining the correct options corresponding to each of the quality control assessment questions, and receiving the answer options corresponding to the tester's answers to each of the quality control assessment questions sent by the man-machine interaction module; Comparing the correct options and the answer options corresponding to the same quality control assessment question according to the preset test quantity to obtain the number of correct answers for the tester to answer the quality control assessment content; Performing quality control scoring processing based on the number of correct answers and the preset test quantity to obtain the assessment score of the tester.

3. The cell morphology inspection quality control method according to claim 1, wherein After the step of determining the assessment score of the tester based on the quality control assessment content, the cell morphology inspection quality control method further includes: Detecting whether the assessment score exceeds the quality control passing threshold; If the assessment score does not exceed the quality control passing threshold, determining that the assessment score does not match the quality control passing threshold; If the assessment score exceeds the quality control passing threshold, determining that the assessment score matches the quality control passing threshold.

4. The cell morphology inspection quality control method according to claim 1, wherein The step of updating the quality control assessment content according to a preset quality control inspection model includes: Receiving the answering time for each question of the quality control assessment content sent by the man-machine interaction module, and determining the answering time for each question corresponding to the preset quality control inspection model, where the answering time for each question is the completion time for the tester to answer a quality control assessment question; Performing overtime detection on each quality control assessment question according to the answering time for each question and the answering time for each question. After determining that the answering time for each question exceeds the answering time for each question, regarding the quality control assessment question specified by the answering time for each question as an overtime quality control question; Performing wrong question screening on the tester for the quality control assessment content to obtain error quality control questions; Update the quality control assessment content according to the quality control inspection model, the timeout quality control questions, and the error quality control questions.

5. The cell morphology inspection quality control method according to claim 4, wherein The steps of updating the quality control assessment content according to the quality control inspection model, the timeout quality control questions, and the error quality control questions include: Extract features from the error quality control questions according to the quality control inspection model to obtain the error feature weights of the error quality control questions; Determine the number of updated questions according to the timeout quality control questions and the error quality control questions, and determine the number of first target questions of the first target question type according to the product data between the error feature weights and the number of updated questions. The first target question type is the question type to which the error quality control questions belong; Perform a subtraction process on the number of first target questions according to the number of updated questions to obtain the number of second target questions of the second target question type. The second target question type is the question type to which the timeout quality control questions belong; Search for the first quality control questions of the number of first target questions from the preset cytomorphology question bank according to the first target question type, and search for the second quality control questions of the number of second target questions from the preset cytomorphology question bank according to the second target question type; Update the quality control assessment content according to the timeout quality control questions, the error quality control questions, the first quality control questions, and the second quality control questions.

6. The cell morphology inspection quality control method according to claim 5, wherein, The steps of determining the number of updated questions according to the timeout quality control questions and the error quality control questions include: Determine the number of timeout questions corresponding to the timeout quality control questions and the number of error questions corresponding to the error quality control questions; Add the number of timeout questions and the number of error questions to obtain the total number of questions; Determine the number of updated questions according to the difference between the preset test quantity and the total number of questions.

7. The cell morphology inspection quality control method according to claim 1, characterized in that The steps of performing quality control inspection on the cytomorphology inspection level of the test personnel according to the updated quality control assessment content include: Use the updated quality control assessment content as the next quality control assessment content, accumulate the update times, and return to execute the step of determining the assessment score of the test personnel according to the quality control assessment content; Until the cumulative value of the update times reaches the preset quality control inspection times, stop executing the step of returning to execute the step of determining the assessment score of the test personnel according to the quality control assessment content, and determine that the cytomorphology inspection level of the test personnel does not reach the preset standard inspection level.

8. A cell morphology test quality control device, characterized in that, The cytomorphology inspection quality control device includes: A response module, configured to respond to a quality control detection instruction of the human-computer interaction module, obtain the user identity code of the test personnel, and determine the quality control assessment content corresponding to the quality control detection instruction. The quality control assessment content includes quality control assessment questions of a preset test quantity; An assessment module, configured to determine the quality control pass threshold specified by the quality control assessment content and determine the assessment score of the test personnel according to the quality control assessment content after determining that the test personnel has logged in to the cytomorphology inspection quality control system according to the user identity code; The quality control work module is used to determine that the morphological examination level of the tester is in a controlled state when the assessment score matches the quality control qualified threshold, and prompt the tester to carry out daily inspection work according to the controlled state; The update module is used to update the quality control assessment content according to a preset quality control inspection model when the assessment score does not match the quality control qualified threshold, and perform quality control inspection on the morphological examination level of the tester according to the updated quality control assessment content.

9. A cell morphology inspection quality control device, characterized in that, The cell morphological examination quality control device includes a memory, a processor, and a cell morphological examination quality control program stored on the memory and executable on the processor. When the processor executes the cell morphological examination quality control program, the steps of the cell morphological examination quality control method according to any one of claims 1 to 7 are implemented.

10. A computer storage medium, characterized in that, A cell morphological examination quality control program is stored on the computer storage medium. When the cell morphological examination quality control program is executed by a processor, the steps of the cell morphological examination quality control method according to any one of claims 1 to 7 are implemented.

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