Radiation information monitoring method and system

Abstract

The invention relates to a radiation information monitoring method, which comprises the following steps: reducing professional difficulty and operation difficulty during data filling and reporting in a mode of acquiring original radiation data of users with different identities in different modes: step 1, acquiring user identity data; 2, when the identity of the user is a medical institution, the server provides an excel table form uploading port; 3, when the identity of the user is a non-medical institution, the server provides an online original radiation data filling port; 4, preprocessing the original radiation data obtained by the excel table form uploading port and the online original radiation data filling port to obtain radiation data; 5, extracting radiation knowledge data from the radiation knowledge database according to the radiation data; and step 6, generating a radiation information monitoring report according to the radiation data and the radiation knowledge data. The original radiation data of the users with different identities are obtained in different modes, the professional and operation difficulty of data filling is reduced, radiation information is conveniently monitored, and a radiation information monitoring report is generated.

Description

Technical Field

[0001] This invention relates to the field of medical information monitoring, and in particular to a method and system for monitoring radiation information. Background Technology

[0002] Prolonged exposure to radiation can lead to cumulative damage, such as chromosomal aberrations and thyroid dysfunction. Real-time monitoring of individual doses can effectively prevent health harm. Establishing national or regional radiation information monitoring systems can enable data sharing, dynamic analysis of radiation exposure trends, and provide a basis for optimizing protective measures.

[0003] Therefore, various methods for monitoring radiation information have emerged in the prior art. For example, patent application publication number CN113157798 A provides a method for dynamic management of radiation sources, including: acquiring radiation source data by receiving radiation source data from different monitored enterprises sent by a radiation source monitor, wherein the radiation source data includes radiation source status information, radiation source location information, radiation source name, and radiation source quantity; acquiring regional dynamic query requests by acquiring regional dynamic query requests sent by users, wherein the regional dynamic query requests include the name of the region to be queried and the location information of the region to be queried; and displaying the dynamic number of radiation sources by calculating the total number of radiation sources of all monitored enterprises in the region to be queried based on the radiation source location information and the location information of the region to be queried, and displaying the total number of radiation sources on a preset GIS map.

[0004] However, while the aforementioned radiation information monitoring methods have improved data processing and analysis capabilities to some extent, they still have some limitations. For example, these methods cannot address the issues of non-standardized data, inconsistent data standards, and high anomaly rates obtained from medical and non-medical institutions, making it difficult for the system to effectively process the acquired personnel radiation data. Summary of the Invention

[0005] To address the aforementioned problems in the existing technology, this invention provides a radiation information monitoring method and system, which solves the technical problems of high professional and operational difficulty in data entry in the existing system.

[0006] The specific technical solution of this application is: a radiation information monitoring method that reduces the professional and operational difficulty of data entry by obtaining raw radiation data from users with different identities through different methods, including:

[0007] Obtain user identity data;

[0008] When the user is a medical institution, the server provides a port for uploading Excel spreadsheets.

[0009] When the user identity is a non-medical institution, the server provides an online filling original radiation data port;

[0010] The original radiation data obtained by the excel table form uploading port and the server providing the online filling original radiation data port are preprocessed to obtain radiation data;

[0011] According to the radiation data, radiation knowledge data is extracted from a radiation knowledge database;

[0012] According to the radiation data and the radiation knowledge data, a radiation information monitoring report is generated;

[0013] The specific implementation of the server obtaining the original radiation data in different ways is that the server determines user identity data according to the identity type selected by the user, and then provides an excel table form uploading port or an online filling original radiation data port according to different user identities in the user identity data.

[0014] Further, the user identity includes a medical institution and a non-medical institution;

[0015] The medical institution includes a dental clinic, a monitoring hospital, and a general hospital.

[0016] Further, when the user identity is a medical institution, the server provides an excel table form uploading port, which includes:

[0017] When the user identity is a general hospital, the excel table form uploading port includes a unit basic information uploading port;

[0018] When the user identity is a dental clinic, the excel table form uploading port includes a unit basic information uploading port and a dental radiation worker personal dose port;

[0019] When the user identity is a monitoring hospital, the excel table form uploading port includes a unit basic information uploading port and a personnel occupational health management report port.

[0020] Further, when the user identity is a non-medical institution, the server provides an online filling original radiation information port, which includes:

[0021] The data form of the original radiation data received by the online filling original radiation data port;

[0022] If the data form of the original radiation data is text data and numerical data, the server provides a non-medical institution radiation information form;

[0023] If the data form contains picture type data, the server provides a non-medical institution radiation information form and a picture data uploading port;

[0024] If the data form contains multimedia data, the server provides a non-medical institution radiation information form and a multimedia data upload port.

[0025] Further, the non-medical institution radiation information form includes: a non-medical institution radiation work unit basic situation investigation form, an employer occupational health management self-checking table, and an occupational hazards comprehensive risk assessment investigation table.

[0026] Further, the raw radiation data obtained from the excel form upload port and the online filling raw radiation data port are preprocessed to obtain radiation data, including:

[0027] The raw radiation data obtained from the excel form upload port and the online filling raw radiation data port are cleaned to filter invalid data to obtain cleaned data.

[0028] The cleaned data is integrated to obtain radiation data, and the raw radiation data and the radiation data are stored in a historical radiation information database.

[0029] Further, according to the radiation data, radiation knowledge data is extracted from a radiation knowledge database, including:

[0030] Obtain a radiation knowledge database.

[0031] According to the table title in the non-medical institution radiation information form and the data title in the excel table obtained from the excel form upload port, extract radiation knowledge data from the radiation knowledge database.

[0032] Further, according to the radiation data and the radiation knowledge data, a radiation information monitoring report is generated, including:

[0033] Obtain a historical radiation information database, radiation data titles and types that need to be monitored in the radiation information monitoring report;

[0034] Convert the data contained in the radiation data title that needs to be monitored in the historical radiation information database into the data type that needs to be monitored in the radiation information monitoring report;

[0035] Bind the data contained in the radiation data title that needs to be monitored in the historical radiation information database with the data type that needs to be monitored in the radiation information monitoring report and the radiation knowledge data corresponding to the radiation data title that needs to be monitored to generate the radiation information monitoring report.

[0036] Further, the data types to be monitored in the radiation information monitoring report include column chart, line chart, pie chart and table and the like.

[0037] The second aspect of the present application provides a radiation information monitoring system, comprising at least one processor; and a memory storing instructions which, when executed by the at least one processor, implement the steps of the method according to the first aspect.

[0038] Compared with the prior art, the present application has the beneficial effect that the original radiation data of different users is obtained in different ways, reducing the professional difficulty and operation difficulty of the user when filling in the data, facilitating monitoring of the radiation information and generating the radiation information monitoring report. BRIEF DESCRIPTION OF DRAWINGS

[0039] Figure 1 The flowchart of the radiation information monitoring method of the present application;

[0040] Figure 2 The topology diagram of the radiation information monitoring system of the present application;

[0041] Figure 3 The schematic diagram of the radiation information monitoring system of the present application. DETAILED DESCRIPTION

[0042] The technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application. Obviously, the described embodiments are only part of the embodiments of the present application, rather than all the embodiments. Based on the embodiments in the present application, all other embodiments obtained by those skilled in the art without creative work fall within the scope of protection of the present application.

[0043] In order to facilitate understanding of the method and system provided by the embodiments of the present application, before introducing the embodiments of the present application, the background of the embodiments of the present application is introduced.

[0044] Long-term exposure of personnel to radiation can cause cumulative damage, such as chromosomal aberration, thyroid dysfunction, etc. By monitoring personal dose in real time, damage to health can be effectively avoided. By establishing a national or regional radiation information monitoring system, data interconnection and intercommunication can be realized, radiation exposure trends can be dynamically analyzed, and basis for optimizing protection measures can be provided.

[0045] Therefore, various methods for monitoring radiation information have emerged in the prior art. For example, patent application publication number CN113157798 A provides a method for dynamic management of radiation sources, including: acquiring radiation source data by receiving radiation source data from different monitored enterprises sent by a radiation source monitor, wherein the radiation source data includes radiation source status information, radiation source location information, radiation source name, and radiation source quantity; acquiring regional dynamic query requests by acquiring regional dynamic query requests sent by users, wherein the regional dynamic query requests include the name of the region to be queried and the location information of the region to be queried; and displaying the dynamic number of radiation sources by calculating the total number of radiation sources of all monitored enterprises in the region to be queried based on the radiation source location information and the location information of the region to be queried, and displaying the total number of radiation sources on a preset GIS map.

[0046] However, while the aforementioned radiation information monitoring methods have improved data processing and analysis capabilities to some extent, they still have some limitations. For example, these methods cannot address the issues of non-standardized data, inconsistent data standards, and high anomaly rates obtained from medical and non-medical institutions, making it difficult for the system to effectively process the acquired personnel radiation data.

[0047] like Figure 1 As shown, this invention provides a method for monitoring radiation information, which reduces the professional and operational difficulty of data entry by obtaining raw radiation data from users with different identities through different methods, including:

[0048] Obtain user identity data;

[0049] When the user is a medical institution, the server provides a port for uploading Excel spreadsheets.

[0050] When the user is not a medical institution, the server provides an online portal for filling in raw radiological data.

[0051] The raw radiation data obtained from the Excel spreadsheet upload port and the server's online raw radiation data entry port are preprocessed to obtain radiation data.

[0052] Based on the radiation data, extract radiation knowledge data from the radiation knowledge database;

[0053] A radiation information monitoring report is generated based on the radiation data and the radiation knowledge data.

[0054] The specific implementation of the server obtaining raw radiation data in different ways is as follows: the server determines the user's identity data based on the identity type selected by the user, and then the server provides an upload port in the form of an Excel spreadsheet or an online raw radiation data filling port based on the different user identities in the user identity data.

[0055] In the above embodiment, by providing the uploading original radiation data mode in the form of excel table for medical institutions and providing the online filling uploading original radiation data mode for non-medical institutions, the difficulty of uploading original radiation data of non-medical institutions is reduced, the accuracy of original radiation data of non-medical institutions is improved, and the abnormal data in the server is reduced. At the same time, it is convenient for medical institutions to upload original radiation data and convenient operation.

[0056] Further, the radiation information monitoring method of the present application reduces the repeated input workload of medical institutions by setting different input modes, avoids the operation error of non-medical institutions due to professional terms and complex formats during the reporting process, and increases abnormal data. By preprocessing the original radiation data, the missing fields and obvious errors in the original radiation data are corrected, the usability and accuracy of the data are improved. By combining the data in the radiation knowledge database with the radiation data, and generating the radiation information monitoring report containing the selected radiation data, the column chart, the line chart, the pie chart or the table form data according to the user demand, and the radiation knowledge data corresponding to the selected radiation data, the user can view the radiation data and popularize the related knowledge of radiation management.

[0057] As shown in Figure 2 In one embodiment of the present application, the user identity includes: medical institutions and non-medical institutions.

[0058] The medical institutions include: dental clinics, monitoring hospitals and general hospitals.

[0059] In the above embodiment, by setting different excel table forms of report filling ports for dental clinics, monitoring hospitals and general hospitals in medical institutions, not only the professional data of the corresponding field can be obtained according to the characteristics of different user identities, but also the professional difficulty and operation difficulty of original radiation data reporting are effectively reduced, the data acquisition efficiency is improved, and the difficulty of work guidance and data auditing of the disease control center is reduced.

[0060] In one embodiment of the present application, when the user identity is a medical institution, the server provides an excel table form uploading port, which includes:

[0061] When the user identity is a general hospital, the excel table form uploading port includes a unit basic information uploading port.

[0062] When the user identity is a dental clinic, the excel table form uploading port includes a unit basic information uploading port and a dental radiation worker personal dose port.

[0063] When the user identity is a monitoring hospital, the excel form uploading port includes a unit basic information uploading port and a personnel occupational health management report port.

[0064] In the above embodiment, when the server identifies that the user identity is a general hospital, the server provides a radiation medical institution basic situation and radiation diagnosis and treatment frequency survey table template through the unit basic information uploading port at this time. If the user has filled in the relevant data before, the server can automatically fill in the previously filled in unit basic information into the radiation diagnosis and treatment institution basic situation and radiation diagnosis and treatment frequency survey table, and load it to the basic information uploading port for the user to preview, so that the user only needs to fill in the content of the part that has changed in the template, reducing the content to be filled in and avoiding repeated filling. Then fill in the radiation medical institution basic situation and radiation diagnosis and treatment frequency survey table template and upload it to the unit basic information uploading port. The server can import the content filled in the radiation medical institution basic situation and radiation diagnosis and treatment frequency survey table template into the radiation diagnosis and treatment institution basic situation and radiation diagnosis and treatment frequency survey table in the server, to complete the acquisition of the original radiation data of the general hospital.

[0065] Specifically, the radiation medical institution basic situation and radiation diagnosis and treatment frequency survey table template includes personnel basic information, radiation professional training information, ray device information, non-sealed radioactive source information, sealed radioactive source information, radiation protection instrument information, and quality control equipment information.

[0066] Further, the personnel basic information includes data titles such as name, gender, ID number, education, title, diagnosis and treatment project, department name, operation content, state, whether holding a radiation worker certificate, whether monitoring personal dose, whether establishing a personal dose monitoring file, whether establishing an occupational health monitoring file, personnel dose monitoring information, last occupational health examination time, last radiation protection knowledge training time, etc.

[0067] The radiation professional training record includes data titles such as training date, training category, and training structure name.

[0068] The ray device information includes data titles such as device name, ray device classification, domestic / imported, voltage unit, current unit, and state.

[0069] The non-sealed radioactive source information includes data titles such as nuclide, maximum equivalent daily operation amount, maximum equivalent annual operation amount, workplace name, workplace classification, workplace purpose, this detection report number, detection agency, and last detection time.

[0070] The sealed radioactive source information includes the nuclide, the activity (Bq) of the field, the sealed source factory date, the radioactive source production unit, the radioactive source code, the equipment name, the equipment manufacturer, the equipment number, the equipment model, the domestic / imported, the calibration date, the installation date, and the installation and use site data title.

[0071] The radiation protection instrument information includes the diagnosis and treatment project, the instrument category, the number, the model, the domestic / imported, the manufacturer, the factory date, the purpose, the last verification / calibration date, the instrument condition, and the storage department data title.

[0072] The quality control equipment information includes the diagnosis and treatment project, the quality control equipment name, the domestic / imported, the manufacturer, the purchase date, the quantity, and the storage department data title.

[0073] Further, when the server identifies that the user identity is a dental clinic, the excel table form upload port includes a unit basic information upload port and a dental radiation worker personal dose port. The unit basic information upload port provides a radiation medical institution basic situation and radiation diagnosis and treatment frequency survey table template, and the dental radiation worker personal dose port provides a dental clinic radiation worker personal dose survey table template.

[0074] Specifically, the dental clinic radiation worker personal dose survey table template includes the medical institution name, the number of radiation workers, the survey date, the personnel name, the gender, the first personal dose data, the second personal dose data, the third personal dose data, and the fourth personal dose data data title.

[0075] Further, the dental clinic can modify the number of radiation workers according to the actual number of radiation workers of the unit, and then fill in the subsequent information. The number of rows of subsequent information filling will be automatically adjusted according to the number of institutions reported. The personal dose data fills in the personal monitoring data every 3 months, please provide the latest four times.

[0076] The dental clinic radiation worker personal dose survey table template filled in is uploaded to the dental radiation worker personal dose upload port. When filling in the radiation medical institution basic situation and radiation diagnosis and treatment frequency survey table template, if the user has filled in the related data before, the server can automatically fill in the unit basic information filled in before into the radiation diagnosis and treatment institution basic situation and radiation diagnosis and treatment frequency survey table. At this time, the user only needs to fill in the changed part compared with the previous year, and then upload the radiation medical institution basic situation and radiation diagnosis and treatment frequency survey table template to the unit basic information upload port, and the server completes the acquisition of the original radiation data of the dental clinic.

[0077] Further, when the server identifies that the user identity is a monitoring hospital, the excel table form uploading port includes a unit basic information uploading port and a personnel occupational health management report port. The unit basic information uploading port provides a radio medical institution basic situation and radio diagnosis and treatment frequency survey table template, and the personnel occupational health management report port provides a monitoring hospital radio worker occupational health management report table template.

[0078] Specifically, the monitoring hospital radio worker occupational health management report table template includes data titles of medical institution name, medical institution level, radio diagnosis and treatment license number, medical institution occupational license issuing authority level, unit organization code, address, radio worker training situation, radio worker license holding situation, personal dose monitoring situation, and establishment of radio worker occupational health examination and occupational health monitoring file situation.

[0079] The filled monitoring hospital radio worker occupational health management report table template is uploaded to the personnel occupational health management report uploading port. When filling in the radio medical institution basic situation and radio diagnosis and treatment frequency survey table template, if the user has filled in the related data before, the server can automatically fill in the unit basic information filled before into the radio diagnosis and treatment institution basic situation and radio diagnosis and treatment frequency survey table. At this time, the user only needs to fill in the contents of the part changed compared with the previous year, and then upload the radio medical institution basic situation and radio diagnosis and treatment frequency survey table template to the unit basic information uploading port. The server completes the acquisition of the original radio data of the monitoring hospital.

[0080] Further, after uploading, the server imports the data in the radio medical institution basic situation and radio diagnosis and treatment frequency survey table template, the dental clinic radio worker personal dose survey table template, and the monitoring hospital radio worker occupational health management report table template into the radio diagnosis and treatment institution basic situation and radio diagnosis and treatment frequency survey table, the dental clinic radio worker personal dose survey table, and the monitoring hospital radio worker occupational health management report table respectively, so as to facilitate auditing. Then, the server sends the data to the CDC for auditing. After the CDC audits, the server can export the report in the word version for the medical institution to save.

[0081] In an embodiment of the present application, when the user identity is a non-medical institution, the server provides an online filling of original radio information port, including:

[0082] The data form of the original radio data received by the online filling of original radio data port is obtained;

[0083] If the data form of the original radio data is text data and numerical data, the server provides a non-medical institution radio information form;

[0084] If the data form contains picture type data, the server provides a non-medical institution radiation information form and a picture data uploading port;

[0085] If the data form contains multimedia data, the server provides a non-medical institution radiation information form and a multimedia data uploading port.

[0086] In one embodiment of the present application, the non-medical institution radiation information form comprises a non-medical institution radiation work unit basic situation investigation form, an employer occupational health management self-checking table and an occupational disease hazard comprehensive risk assessment investigation table.

[0087] In the above embodiment, the server first sends an inquiry window for the user to select the data form of the original radiation data that needs to be filled online, and then the server provides different data uploading ports according to the user's selection, which reduces the operation difficulty in the filling process.

[0088] Further, if the non-medical institution does not belong to a non-medical structure risk assessment unit, the server only provides a non-medical institution radiation work unit basic situation investigation form.

[0089] Further, if the non-medical institution belongs to a non-medical structure risk assessment unit, the server also provides an employer occupational health management self-checking table and an occupational disease hazard comprehensive risk assessment investigation table.

[0090] Further, when the data form of the original radiation data only includes text data and numerical data, the server only provides a non-medical institution radiation information form at this time, and the user fills in the content of the non-medical institution radiation work unit basic situation investigation form.

[0091] Specifically, the non-medical institution radiation work unit basic situation investigation form is also attached with a form filling instruction, which greatly reduces the filling difficulty of the user.

[0092] Specifically, the non-medical institution radiation work unit basic situation investigation form includes employer basic information and radiation hazard factor type information. The employer basic information includes employer name, unified social credit code, workplace address, industry code, legal representative name, contact person, contact number, number of employees, registration type and employer size. The radiation hazard factor type information includes the table title of the number of radiation workers, the type of the investigation object and the radiation source.

[0093] Further, the user needs to fill in which table form the picture belongs to when uploading the picture to the picture data uploading port, which facilitates the establishment of a mapping relationship when the original radiation data is preprocessed.

[0094] Further, the user needs to fill in which form the multimedia data belongs to when uploading the multimedia data on the multimedia data uploading port, so as to establish a mapping relationship when the original radiation data is preprocessed.

[0095] As shown in the embodiment of the present application, the original radiation data obtained from the excel form uploading port and the online filling original radiation data port is preprocessed to obtain radiation data, including: Figure 2

[0096] The original radiation data obtained from the excel form uploading port and the online filling original radiation data port is cleaned to filter out invalid data and obtain cleaned data.

[0097] The cleaned data is integrated to obtain radiation data, and the original radiation data and the radiation data are stored in the historical radiation information database.

[0098] In the above embodiment, the data format of the original radiation data obtained in different ways is unified, the obtained original radiation data is processed, and the data quality is improved. For example, the date format in the original radiation data is unified, and the numerical units in various device information are unified as international standard units.

[0099] Further, the original radiation data with unified data format is filtered, the abnormal data judgment standard is set in advance, and the invalid data is filtered out by judging whether the data exceeds the abnormal data judgment standard, so as to improve the data reliability and reduce the data abnormality rate. For example, the personal dose data in the dental clinic radiation staff personal dose survey table template is compared with the pre-set abnormal data judgment standard, if it exceeds the abnormal data judgment standard, the personal dose data is filtered out, if it does not exceed the abnormal data judgment standard, the personal dose data is retained.

[0100] Further, the filtered original radiation data is repaired, and the corresponding historical data is retrieved from the historical radiation information database to replace the incomplete data, so as to complete the repair of the original radiation data.

[0101] Further, the cleaned data is integrated to obtain radiation data, including: first, the original radiation data obtained from the excel form uploading port and the original radiation data obtained from the online filling original radiation data port are mapped, the original radiation data in different data forms is mapped with the data title in the radiation data, so as to improve the data quality and reduce the review workload.

[0102] ​For example, associate "name" with "ID number" to avoid the situation of same number but different person.

[0103] Secondly, by associating the device unique code (such as the serial number of the radiation protection instrument) with the data of the same inspection item uploaded through different ports, it is convenient to call when making the radiation information monitoring report subsequently.

[0104] Finally, normalize the digital data, for example, Min-Max normalization. It plays a role in unifying data standards and reducing data anomaly rate.

[0105] Further, the historical radiation information database includes a text database and an image database. The original radiation data and the text data and digital data in the radiation data are stored in the text database, and the original radiation data and the picture type data and multimedia data in the radiation data are stored in the image database. Specifically, the text database can adopt MySQL database, and the image database can adopt Aliyun database.

[0106] In an embodiment of the present application, the radiation information monitoring method further comprises:

[0107] Obtaining a radiation knowledge database;

[0108] According to the table title in the non-medical institution radiation information form and the data title in the excel table obtained through the excel table form upload port, the radiation knowledge data in the radiation knowledge database is extracted.

[0109] In the above embodiment, by presetting the mapping relationship between the data title in the server and the radiation knowledge data in the radiation knowledge database, and the mapping relationship between the table title and the radiation knowledge data in the radiation knowledge database, the radiation knowledge data is called, which is convenient for inserting the radiation knowledge data in the radiation information monitoring report, and plays a role in popularizing the radiation knowledge.

[0110] In an embodiment of the present application, the radiation information monitoring report is generated according to the radiation data and the radiation knowledge data, comprising:

[0111] Obtaining a historical radiation information database, a radiation data title and type to be monitored in the radiation information monitoring report;

[0112] Converting the data contained in the radiation data title to be monitored in the historical radiation information database into the data type to be monitored in the radiation information monitoring report;

[0113] The data contained in the radiation data title to be monitored in the historical radiation information database is bound with the data of the data type to be monitored in the radiation information monitoring report and the radiation knowledge data corresponding to the radiation data title to be monitored, to generate the radiation information monitoring report.

[0114] In one embodiment of the present application, the data type to be monitored in the radiation information monitoring report includes column chart, line chart, pie chart, table and the like.

[0115] In the above embodiment, the user selects the radiation data title to be monitored in the radiation information monitoring report and the radiation data type according to actual needs. After the server obtains the above information, if the radiation data type to be monitored includes a data type other than the text data and the numerical data type, the processor in the server converts the data contained in the radiation data title to be monitored in the historical radiation information database into the data of the data type to be monitored in the radiation information monitoring report. Specifically, the user can select column chart, line chart, pie chart, table and the like according to needs, to enhance the data display effect.

[0116] The data contained in the radiation data title to be monitored in the historical radiation information database is further bound with the data of the data type to be monitored in the radiation information monitoring report and the radiation knowledge data corresponding to the radiation data title to be monitored, to generate the radiation information monitoring report. For example, the radiation data title to be monitored is bound with picture, icon or multimedia data type through a responsive data binding mode. The radiation data title to be monitored can be bound with text data and numerical data through the mode of setting the chart title cell as the reference of the data source in Excel and the like.

[0117] Specifically, the radiation information monitoring report can be generated through Tableau / Power BI or FineReport.

[0118] As shown in Figure 2 Further, different types of radiation data can be encoded according to the radiation data title and the data type to be monitored in the radiation information monitoring report, and the encoding of different types of radiation data is selected, to bind different types of radiation data and the radiation knowledge data together, to facilitate data binding and improve the data presentation effect.

[0119] Further, the radiation information monitoring method of the present application can generate a radiation data model according to the radiation data and the historical radiation data in combination with the RNN neural network model. The predicted radiation data is obtained through the radiation data model.

[0120] Specifically, the personnel dose monitoring information in the radiation data can be predicted to obtain predicted radiation data. The personnel dose monitoring information includes X-ray personnel examination site information, X-ray projection orientation information, X-ray per-photography incident body surface dose information, CT examination item information, 25% digit volume CT dose index information, 25% digit dose-length product information, 50% digit volume CT dose index information, 50% digit dose-length product information, 75% digit dose-length product information, and 75% digit dose-length product information.

[0121] Further, according to the radiation data, the historical radiation data, and the RNN neural network model, a radiation data model is generated to obtain predicted radiation data, including: the personnel dose monitoring information in the radiation data and the historical radiation data is divided into a training set, a validation set, and a test set. Then, the personnel dose monitoring information in the training set is input into the RNN neural network model to obtain first radiation data. The error between the first radiation data and the personnel dose monitoring information in the validation set is determined by a loss function. The radiation data is screened according to the error. The RNN neural network model is optimized by an optimization algorithm, the number of nodes in each layer of the RNN neural network model is adjusted, and a radiation data model is generated. The personnel dose monitoring information in the training set is input into the radiation data model to obtain second radiation data. Finally, the second radiation data is evaluated by the personnel dose monitoring information in the test set to obtain predicted radiation data. By training the RNN neural network model by using the radiation data and the historical radiation data and obtaining the predicted radiation data, the user can have a more intuitive understanding of the radiation data of the user, and the supervision of the disease control center and the early warning are facilitated.

[0122] Specifically, the optimization algorithm can be a gradient descent algorithm, and the loss function can use mean square error (MSE) calculation.

[0123] Specifically, the radiation data is screened according to the error, including: when the error between the first radiation data and the personnel dose monitoring information in the validation set is less than 50%, the RNN neural network model is optimized by the optimization algorithm to generate a radiation data model; when the error between the first radiation data and the personnel dose monitoring information in the validation set is greater than 50%, the first radiation data is abnormal, and the radiation data is deleted.

[0124] As Figure 3As shown, the present application also provides a radiation information monitoring system, which comprises at least one processor 101, a memory 102, an input device 103 for obtaining input from the outside world, and a display device 104, wherein the memory 102 stores instructions, and when the instructions are executed by the at least one processor 101, the steps of the method according to the method embodiment are implemented, and the running results are displayed in the display device 104.

[0125] Embodiments of the subject matter and the functional operations described in this specification can be implemented in digital electronic circuitry, in tangibly-embodied computer software or firmware, in computer hardware, including the structures disclosed in this specification and their structural equivalents, or in combinations of one or more of them. Embodiments of the subject matter described in this specification can be implemented as one or more computer programs, i.e., one or more modules of computer program instructions encoded on a tangible non-transitory program carrier, for execution by, or to control the operation of, data processing apparatus.

[0126] Alternatively or in addition, the program instructions can be encoded on an artificially generated propagated signal, e.g., a machine-generated electrical, optical, or electromagnetic signal, that is generated to encode information for transmission to suitable receiver apparatus for execution by a data processing apparatus. The computer storage medium can be a machine-readable storage device, a machine-readable storage substrate, a random or serial access memory device, or a combination of one or more of them.

[0127] The processes and logic flows described in this specification can be performed by one or more programmable computers executing one or more computer programs to perform functions by operating on input data and generating output. The processes and logic flows can also be performed by special purpose logic circuitry, e.g., an FPGA (field programmable gate array) or an ASIC (application specific integrated circuit), and the apparatus can be implemented as special purpose logic circuitry. Computers suitable for the execution of a computer program include, by way of example, can be based on general or special purpose microprocessors or both, or any other programmable computer, microcomputer, microcontrolle

[0128] To provide for interaction with a user, implementations of the subject matter described in this specification can be implemented on a computer having a display device, e.g., a CRT (cathode ray tube) or LCD (liquid crystal display) monitor, for displaying information to the user and a keyboard and a pointing device, e.g., a mouse or a trackball, by which the user can provide input to the computer. Other kinds of devices can be used to provide for interaction with a user as well; for example, feedback provided to the user can be any form of sensory feedback, e.g., visual feedback, auditory feedback, or tactile feedback; and input from the user can be received in any form, including acoustic, speech, or tactile input. In addition, a computer can interact with a user by sending documents to and receiving documents from a device that is used by the user; for example, by sending web pages to a web browser on a user's client device in response to requests received from the web browser.

[0129] Although this specification contains many specific implementation details, these should not be construed as limitations on the scope of any inventions, but rather as descriptions of features that can be specific to particular implementations of particular inventions. Certain features described in this specification in the context of separate implementations can also be implemented in combination in a single implementation. Conversely, various features described in the context of a single implementation can also be implemented separately or in any suitable subcombination. Moreover, although features can be described above as acting in certain combinations and even initially claimed as such, one or more features from a claimed combination can in some cases be excised from the combination and the claimed combination can be directed to a subcombination or variation of a subcombination.

[0130] Similarly, while operations are depicted in the drawings in a particular order, this should not be understood as requiring such an order, nor that all illustrated operations be performed, to achieve desirable results. In certain circumstances, multitasking and parallel processing can be advantageous. Moreover, the separation of various system modules and components in the implementations described above should not be understood as requiring such separation in all implementations, and it should be understood that the described program components and systems can generally be integrated in a single software product or packaged into multiple software products.

[0131] Particular implementations of the subject matter have been described. Other implementations can fall within the scope of the following claims. For example, the activities recited in the claims can be performed in a different order and still achieve desirable results. As one example, the processes described in the figures need not be performed in the order shown and still achieve desirable results. In certain implementations, multitasking and parallel processing can be advantageous.

Claims

1. A method for monitoring radiological information, which reduces the professional and operational difficulty in filling out data by acquiring original radiological data of users with different identities in different ways, characterized in that, The method comprises the following steps: obtaining user identity data; when the user identity is a medical institution, the server provides an excel form uploading port; when the user identity is a non-medical institution, the server provides an online filling of original radiation data port; preprocessing the original radiation data obtained through the excel form uploading port and the online filling of original radiation data port to obtain radiation data; extracting radiation knowledge data from a radiation knowledge database according to the radiation data; generating a radiation information monitoring report according to the radiation data and the radiation knowledge data; wherein the server obtains the original radiation data through different ways, and the specific implementation manner is that the server determines the user identity data according to the identity type selected by the user, and then provides the excel form uploading port or the online filling of original radiation data port according to the different user identities in the user identity data.

2. The radiation information monitoring method according to claim 1, wherein: the user identity comprises a medical institution and a non-medical institution; the medical institution comprises a dental clinic, a monitoring hospital and a general hospital.

3. The radiation information monitoring method according to claim 2, characterized by, when the user identity is a medical institution, the server provides an excel form uploading port, which comprises: when the user identity is a general hospital, the excel form uploading port comprises a unit basic information uploading port; when the user identity is a dental clinic, the excel form uploading port comprises a unit basic information uploading port and a dental radiation worker personal dose port; when the user identity is a monitoring hospital, the excel form uploading port comprises a unit basic information uploading port and a personnel occupational health management report port.

4. The radiological information monitoring method of claim 2, wherein, when the user identity is a non-medical institution, the server provides an online filling of original radiation information port, which comprises: obtaining the data form of the original radiation data received by the online filling of original radiation data port; if the data form of the original radiation data is text data and numerical data, the server provides a non-medical institution radiation information form; if the data form contains picture type data, the server provides a non-medical institution radiation information form and a picture data uploading port; if the data form contains multimedia data, the server provides a non-medical institution radiation information form and a multimedia data uploading port.

5. The radiation information monitoring method according to claim 4, wherein: the non-medical institution radiation information form comprises a non-medical institution radiation work unit basic situation investigation form, an employer occupational health management self-checking table and an occupational hazards comprehensive risk assessment investigation table.

6. The radiological information monitoring method of claim 1, wherein, The preprocessing of the original radiation data obtained through the excel form uploading port and the online filling of original radiation data port to obtain radiation data comprises: cleaning the original radiation data obtained through the excel form uploading port and the online filling of original radiation data port to filter invalid data to obtain cleaned data; integrating the cleaned data to obtain radiation data, and storing the original radiation data and the radiation data in a historical radiation information database.

7. The radiological information monitoring method of claim 1, wherein, The extraction of radiation knowledge data from a radiation knowledge database according to the radiation data comprises: acquiring a radiation knowledge database; extracting radiation knowledge data from the radiation knowledge database according to the data title in the excel table obtained from the form title and excel table form uploading port in the non-medical institution radiation information form.

8. The radiation information monitoring method according to claim 7, characterized by, generating a radiation information monitoring report according to the radiation data and the radiation knowledge data, including: acquiring a historical radiation information database, radiation data titles and types to be monitored in the radiation information monitoring report; converting data contained in the radiation data titles to be monitored in the historical radiation information database into data of the types to be monitored in the radiation information monitoring report; binding the data contained in the radiation data titles to be monitored in the historical radiation information database with the data of the types to be monitored in the radiation information monitoring report and the radiation knowledge data corresponding to the radiation data titles to be monitored, to generate the radiation information monitoring report.

9. The radiation information monitoring method according to claim 8, characterized in that: the types of data to be monitored in the radiation information monitoring report include column chart, line chart, pie chart and table type data.

10. A radiation information monitoring system characterized by comprising: The system comprises at least one processor; and a memory storing instructions which, when executed by the at least one processor, implement the steps of the method according to any one of claims 1-9.

Images