Child growth and development data tracing system based on traditional Chinese and western medicine intervention

Abstract

The invention discloses a child growth and development data tracing system based on traditional Chinese and western medicine intervention, and belongs to the technical field of child growth and development. The data acquisition module is used for acquiring child growth and development data; the data processing module is used for processing the child growth and development data; the traceability analysis module is used for performing traceability analysis on the child growth and development data and determining a child growth and development analysis result; the traditional Chinese and western medicine intervention module is used for performing traditional Chinese and western medicine intervention management on children with poor growth and development; and the visual display module is used for visually displaying the child growth and development data tracing report. The problem that the traditional Chinese and western medicine intervention and child diagnosis and treatment effects are poor due to the fact that child growth and development data cannot be effectively traced in the prior art is solved. According to the invention, growth and development data of children can be effectively traced, powerful data support can be provided for traditional Chinese and western medicine intervention, and the traditional Chinese and western medicine intervention and children diagnosis and treatment effects can be improved.

Description

Technical Field

[0001] The present invention relates to the technical field of children's growth and development, and in particular to a children's growth and development data tracing system based on traditional Chinese and western medicine intervention. Background Art

[0002] Growth and development is a dynamic process. Continuous growth monitoring can help us understand the developmental trajectory of children and detect growth disorders in a timely manner. Therefore, a large amount of resources are invested in child health care every year, generating massive amounts of data. However, in actual work, we find that children’s growth and development data are difficult to trace, which not only brings inconvenience to diagnosis and treatment, but also is a serious waste of resources.

[0003] The Chinese patent with publication number CN118098589A discloses a child growth and development assessment system based on big data, including a data acquisition module, a data preprocessing module, a child growth and development assessment model design module, a model optimization module and a specific operation module. By designing a data enhancement method, a data feature extraction method, a neural network, an activation function, a loss function and a weight update function based on a learning rate, the model performance, the model generalization ability, and the stability and accuracy of the model are improved; by designing an initial search point generation strategy and motion weights, randomness and diversity are introduced to enhance the search ability of the model; by designing a position search function based on a mean, the stability and robustness of the search process are improved; however, the patent has the following defects: Existing technologies cannot effectively trace children's growth and development data, and cannot provide strong data support for Chinese and Western medicine interventions, resulting in poor results for Chinese and Western medicine interventions and children's diagnosis and treatment. Summary of the invention

[0004] The purpose of the present invention is to provide a child growth and development data tracing system based on Chinese and Western medicine intervention, which can effectively trace children's growth and development data, provide strong data support for Chinese and Western medicine intervention, improve the effects of Chinese and Western medicine intervention and children's diagnosis and treatment, and solve the problems raised in the above-mentioned background technology.

[0005] To achieve the above object, the present invention provides the following technical solutions: The child growth and development data tracing system based on Chinese and Western medicine intervention includes: The user management module is used to manage user identities, including user registration, user login and authority exercise. After the user identity authentication is qualified, the user login is successful and the user exercises rights according to the authority; A data collection module is used to obtain children's personal information and children's growth information based on the smart chip built into the smart collection terminal, and determine the children's growth and development data based on the smart chip; The data processing module is used to clean and convert the children's growth and development data based on the smart chip, and store the children's growth and development data in the blocks of the blockchain to store the children's growth and development data securely; The retrospective analysis module is used to conduct retrospective analysis on children's growth and development data and determine the results of children's growth and development analysis; The Chinese and Western medicine intervention module is used to formulate Chinese and Western medicine intervention management plans for children with poor growth and development; The visualization module is used to visualize the children's growth and development data traceability report, so that parents and doctors can intuitively understand the children's growth and development.

[0006] Preferably, the user management module includes: The user registration unit is used to register the user identity, wherein the user enters the registration interface and enters the user identity registration information according to the requirements of the registration interface, including name, gender, age, contact number, address, account number and password. Based on the entered user identity registration information, the user completes the identity registration and obtains the user's exclusive account number and password; The user login unit is used to authenticate and log in the user identity. The user enters the login interface, and the user enters the account and password used when registering on the login interface according to the registered account and password, and then the user identity is authenticated. After the user identity authentication is qualified, the user logs in successfully, and the user exercises the right to query and modify according to the authority.

[0007] Preferably, the data acquisition module comprises: A personal information collection unit is used to automatically collect the child's name, gender, age and contact number based on the smart chip built into the smart collection terminal to obtain the child's personal information; A growth information collection unit is used to automatically collect the height, weight and head circumference of the child based on the smart chip built into the smart collection terminal to obtain the child's growth information; Among them, based on the acquired children's personal information and children's growth information, the children's growth and development data based on the smart chip is determined.

[0008] Preferably, the data processing module includes: A data cleaning unit, used to clean the children's growth and development data based on the smart chip; Acquire the collected growth and development data of children based on the smart chip, and check the collected growth and development data of children based on the smart chip based on the data cleaning tool; Determine whether there are duplicate values, missing values ​​and abnormal values ​​in the children's growth and development data based on the smart chip, and process the duplicate values, missing values ​​and abnormal values ​​in the children's growth and development data based on the smart chip; Among them, for any duplicate values ​​that exist, the duplicate values ​​will be deleted and the only child record will be retained; For the missing values ​​that exist, the missing values ​​with little impact on the tracing of children's growth and development data will be deleted. For the missing values ​​with great impact on the tracing of children's growth and development data, the missing values ​​will be filled or interpolated by filling or interpolation methods to make the missing values ​​complete; For the existing outliers, those with little impact on the tracing of children's growth and development data will be deleted. For the outliers with a large impact on the tracing of children's growth and development data, they will be replaced or corrected by replacement or correction methods to make them normal.

[0009] Preferably, the method for determining the importance of the missing value includes: Extracting the weight coefficient of the data type corresponding to the missing value; Extracting the weight coefficient of the child's growth stage corresponding to the missing value; Obtaining a first important length evaluation coefficient by using the weight coefficient of the data type corresponding to the missing value and the weight coefficient of the child's growth stage corresponding to the missing value in combination with the child's current growth and development data value of the same data type as the missing value; The first important length evaluation coefficient is obtained by the following formula: Among them, Y 01 represents the first important length evaluation coefficient; w 01 Indicates the weight coefficient of the data type corresponding to the missing value; w 02 Indicates the weight coefficient of the child's growth stage corresponding to the missing value; X b Indicates the standard value of the data type corresponding to the missing value; X i Indicates the child’s current growth and development data value with the same data type as the missing value; X c Indicates the value corresponding to the initial record of the data type of the missing value; w c The weight coefficient indicating the child's current growth stage; comparing the first important length evaluation coefficient with a preset first coefficient threshold; When the first important length evaluation coefficient exceeds a preset first coefficient threshold, the missing value is determined to be important, and the missing value is filled or interpolated; When the first important length evaluation coefficient does not exceed the preset first coefficient threshold, a secondary determination is made on the importance of the missing value.

[0010] Preferably, when the first important length evaluation coefficient does not exceed the preset first coefficient threshold, a secondary determination is made on the importance of the missing value, including: When the first important length evaluation coefficient does not exceed the preset first coefficient threshold, extracting the data collection time interval of the same data type before the missing value and the data collection time interval of the same data type after the missing value and the data collection time as time parameters; Extracting a data value of the same data type at a collection time before the missing value and a data value of the same data type at a collection time after the missing value as numerical parameters; Retrieve the first important length evaluation coefficient; Obtaining a second important length evaluation coefficient using the time parameter, the numerical parameter and the first important length evaluation coefficient; The second important length evaluation coefficient is obtained by the following formula: Among them, Y 02 represents the second most important length evaluation coefficient; w 02 Indicates the weight coefficient of the child's growth stage corresponding to the missing value; X i Indicates the child’s current growth and development data value with the same data type as the missing value; X x Indicates the data value of the same data type at the previous collection time corresponding to the missing value; X h Indicates the data value of the same data type at the later collection time corresponding to the missing value; T x represents the time interval between the missing value and the data of the same data type collected before the collection time; T h represents the time interval between the missing value and the data collection time of the same data type after the collection time; w h Indicates the weight value corresponding to the child's growth stage of the data value of the same data type after the collection time corresponding to the missing value; w x Indicates the weight value corresponding to the child's growth stage of the data value of the same data type before the collection time corresponding to the missing value; comparing the second important length evaluation coefficient with a preset second coefficient threshold; When the second important length evaluation coefficient exceeds a preset second coefficient threshold, the missing value is determined to be important, and the missing value is filled or interpolated; When the second important length evaluation coefficient does not exceed the preset second coefficient threshold, the missing value is deleted.

[0011] Preferably, the data processing module further includes: A data conversion unit, used to convert children's growth and development data based on smart chips; Acquire the cleaned growth and development data of the child based on the smart chip, and convert the cleaned growth and development data of the child based on the smart chip; Perform format and type conversion on the cleaned children's growth and development data based on smart chips, remove the dimensional differences between the children's growth and development data based on smart chips, and determine the standardized children's growth and development data; Integrate standardized child growth and development data, integrate standardized child growth and development data from different sources into a unified view, and check and verify the accuracy of the integrated child growth and development data; Block storage unit, used to back up and store children's growth and development data based on blockchain; Obtain integrated child growth and development data, regularly back up the integrated child growth and development data, and based on blockchain technology, store the integrated child growth and development data in blocks of the blockchain to securely store the child growth and development data.

[0012] Preferably, the traceability analysis module includes: Data tracing unit, used to trace children's growth and development data; Based on the children's growth and development data stored in the blockchain, users can automatically trace the children's growth and development data, view the children's growth and development data in real time, and trace the children's growth and development data; A data analysis unit, used to analyze children's growth and development data; Analyze children's growth and development data according to pre-set children's growth and development standards to determine the results of children's growth and development analysis; Among them, if the child's growth and development data is within the child's growth and development standard range, the child's growth and development analysis result is that the child's growth and development is good; Among them, if the child's growth and development data is not within the child's growth and development standard range, the result of the child's growth and development analysis will be that the child's growth and development is poor.

[0013] Preferably, the Chinese and Western medicine intervention module includes: The program formulation unit is used to formulate management plans for interventions with traditional Chinese and Western medicine; Obtain children's growth and development analysis results; When children have poor growth and development, we evaluate their growth and development data, determine the reasons for their poor growth and development, and formulate a Chinese and Western medicine intervention management plan in a timely manner based on the reasons for their poor growth and development; The intervention management unit is used to carry out Chinese and Western medicine intervention management for children with poor growth and development based on the Chinese and Western medicine intervention management program, including: Diagnosis and evaluation: In the diagnosis process, we combine traditional Chinese medicine and the four methods of observation, auscultation, inquiry and palpation to fully understand the child's constitution and condition. We combine traditional Chinese medicine and modern medical examination methods to fully understand the child's physiological indicators and pathological information. Through the combination of traditional Chinese and Western medicine, we can more comprehensively evaluate the child's health status. Treatment and intervention: In terms of drug treatment, combined with traditional Chinese medicine, Chinese medicine is used to regulate the functions of children's internal organs to improve their overall health; combined with traditional Chinese medicine, children are directly treated through hormone therapy and nutritional supplements; in terms of non-drug treatment, combined with traditional Chinese medicine, children are treated through acupuncture, massage or acupoint application; Psychological and behavioral intervention: Establish positive living habits and psychological state for children through psychological counseling and behavioral guidance.

[0014] Preferably, the visual display module includes: The traceability monitoring unit is used to analyze children's growth and development data, children's growth and development analysis results, and Chinese and Western medicine intervention management plans, and generate children's growth and development data traceability reports for real-time monitoring of children's growth and development; The interface display unit is used to display the child's growth and development data traceability report in a visual form, so that parents and doctors can intuitively understand the child's growth and development; The feedback improvement unit is used to collect user feedback and suggestions, and make continuous improvements and perfections based on user feedback and suggestions.

[0015] Compared with the prior art, the present invention has the following beneficial effects: The present invention obtains children's personal information and children's growth information through the smart chip built into the smart collection terminal, determines the children's growth and development data based on the smart chip, cleans and converts the children's growth and development data based on the smart chip, and stores the children's growth and development data in the blocks of the blockchain, and safely stores the children's growth and development data, which is convenient for real-time tracing of children's growth and development data. By tracing and analyzing the children's growth and development data, the children's growth and development analysis results are determined, and a Chinese and Western medicine intervention management plan is formulated to conduct Chinese and Western medicine intervention management for children with poor growth and development, and the children's growth and development data tracing report is displayed in a visual form, so that parents and doctors can intuitively understand the children's growth and development. The children's growth and development data can be effectively traced, and strong data support can be provided for Chinese and Western medicine intervention, which can improve the effects of Chinese and Western medicine intervention and children's diagnosis and treatment. BRIEF DESCRIPTION OF THE DRAWINGS

[0016] Figure 1 It is a structural diagram of the child growth and development data tracing system based on Chinese and Western medicine intervention of the present invention; Figure 2This is a flow chart of the algorithm for analyzing children's growth and development data according to the present invention. DETAILED DESCRIPTION

[0017] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0018] In order to solve the problem that the existing technology cannot effectively trace the growth and development data of children, cannot provide strong data support for the intervention of traditional Chinese and Western medicine, and leads to poor results of the intervention of traditional Chinese and Western medicine and the diagnosis and treatment of children, please refer to Figure 1-Figure 2 , this embodiment provides the following technical solutions: The child growth and development data tracing system based on Chinese and Western medicine intervention includes: user management module, data collection module, data processing module, tracing analysis module, Chinese and Western medicine intervention module and visualization display module.

[0019] It should be noted that through the interactive communication between the user management module, data collection module, data processing module, traceability analysis module, Chinese and Western medicine intervention module and visualization display module, the children's growth and development data can be effectively traced, which can provide strong data support for Chinese and Western medicine intervention and improve the effects of Chinese and Western medicine intervention and children's diagnosis and treatment.

[0020] Among them, the user management module is used to manage user identities; In this embodiment, the user management module includes: The user registration unit is used to register the user identity, wherein the user enters the registration interface and enters the user identity registration information according to the requirements of the registration interface, including name, gender, age, contact number, address, account number and password. Based on the entered user identity registration information, the user completes the identity registration and obtains the user's exclusive account number and password; The user login unit is used to authenticate and log in the user identity. The user enters the login interface, and the user enters the account and password used when registering on the login interface according to the registered account and password, and then the user identity is authenticated. After the user identity authentication is qualified, the user logs in successfully, and the user exercises the right to query and modify according to the authority.

[0021] Among them, the data acquisition module is used to collect children's growth and development data based on smart chips; In this embodiment, the data acquisition module includes: A personal information collection unit is used to automatically collect the child's name, gender, age and contact number based on the smart chip built into the smart collection terminal to obtain the child's personal information; A growth information collection unit is used to automatically collect the height, weight and head circumference of the child based on the smart chip built into the smart collection terminal to obtain the child's growth information; Among them, based on the acquired children's personal information and children's growth information, the children's growth and development data based on the smart chip is determined.

[0022] Among them, the data processing module is used to process the children's growth and development data based on the smart chip; In this embodiment, the data processing module includes: A data cleaning unit, used to clean the children's growth and development data based on the smart chip; Acquire the collected growth and development data of children based on the smart chip, and check the collected growth and development data of children based on the smart chip based on the data cleaning tool; Determine whether there are duplicate values, missing values ​​and abnormal values ​​in the children's growth and development data based on the smart chip, and process the duplicate values, missing values ​​and abnormal values ​​in the children's growth and development data based on the smart chip; Among them, for any duplicate values ​​that exist, the duplicate values ​​will be deleted and the only child record will be retained; For the missing values ​​that exist, the missing values ​​with little impact on the tracing of children's growth and development data will be deleted. For the missing values ​​with great impact on the tracing of children's growth and development data, the missing values ​​will be filled or interpolated by filling or interpolation methods to make the missing values ​​complete; For the existing outliers, those with little impact on the tracing of children's growth and development data will be deleted. For the outliers with a large impact on the tracing of children's growth and development data, they will be replaced or corrected by replacement or correction methods to make them normal.

[0023] Specifically, the method for determining the importance of the missing value includes: Extracting the weight coefficient of the data type corresponding to the missing value; Extracting the weight coefficient of the child's growth stage corresponding to the missing value; Obtaining a first important length evaluation coefficient by using the weight coefficient of the data type corresponding to the missing value and the weight coefficient of the child's growth stage corresponding to the missing value in combination with the child's current growth and development data value of the same data type as the missing value; The first important length evaluation coefficient is obtained by the following formula: Among them, Y 01represents the first important length evaluation coefficient; w 01 Indicates the weight coefficient of the data type corresponding to the missing value; w 02 Indicates the weight coefficient of the child's growth stage corresponding to the missing value; X b Indicates the standard value of the data type corresponding to the missing value; X i Indicates the child’s current growth and development data value with the same data type as the missing value; X c Indicates the value corresponding to the initial record of the data type of the missing value; w c The weight coefficient indicating the child's current growth stage; comparing the first important length evaluation coefficient with a preset first coefficient threshold; When the first important length evaluation coefficient exceeds a preset first coefficient threshold, the missing value is determined to be important, and the missing value is filled or interpolated; When the first important length evaluation coefficient does not exceed the preset first coefficient threshold, a secondary determination is made on the importance of the missing value.

[0024] The technical effect of the above technical solution is: by extracting the weight coefficient of the data type corresponding to the missing value and the weight coefficient of the child's growth stage, and combining the child's current growth and development data value, the standard value of the data type corresponding to the missing value, and the value at the time of initial recording, the solution can comprehensively consider multiple dimensions to accurately evaluate the importance of the missing value. This multi-dimensional evaluation method is more comprehensive and accurate than considering only the data type or growth stage. According to the comparison result of the first important length evaluation coefficient and the preset first coefficient threshold, the solution can dynamically adjust the processing strategy for missing values. When the first important length evaluation coefficient exceeds the threshold, the missing value is judged to be important, and filling or interpolation processing is performed to ensure the integrity and accuracy of the data; when the first important length evaluation coefficient does not exceed the threshold, a secondary judgment is performed to avoid unnecessary processing operations and improve data processing efficiency. By setting a threshold and performing a secondary judgment, the solution can avoid indiscriminate processing of all missing values, thereby reducing unnecessary calculations and resource consumption. This targeted processing method helps to improve the overall efficiency of data processing. Filling or interpolation processing of important missing values ​​helps to make up for the information gaps in the data set and improve the integrity and availability of the data. This is particularly important for application scenarios that rely on complete data sets for analysis and decision-making. In the scenario of children's growth data management, this solution can ensure the continuity and accuracy of data and provide users with more reliable and valuable children's growth analysis reports. This helps parents or medical professionals better understand the growth and development of children and make more reasonable decisions.

[0025] In summary, this technical solution evaluates the importance of missing values ​​by comprehensively considering multiple dimensions such as data type, children's growth stage, and current growth and development data values, and dynamically adjusts the processing strategy based on the evaluation results, thereby improving data processing efficiency, enhancing data quality, and optimizing user experience.

[0026] Specifically, when the first important length evaluation coefficient does not exceed the preset first coefficient threshold, a secondary determination is made on the importance of the missing value, including: When the first important length evaluation coefficient does not exceed the preset first coefficient threshold, extracting the data collection time interval of the same data type before the missing value and the data collection time interval of the same data type after the missing value and the data collection time as time parameters; Extracting a data value of the same data type at a collection time before the missing value and a data value of the same data type at a collection time after the missing value as numerical parameters; Retrieve the first important length evaluation coefficient; Obtaining a second important length evaluation coefficient using the time parameter, the numerical parameter and the first important length evaluation coefficient; The second important length evaluation coefficient is obtained by the following formula: Among them, Y 02 represents the second most important length evaluation coefficient; w 02 Indicates the weight coefficient of the child's growth stage corresponding to the missing value; X i Indicates the child’s current growth and development data value with the same data type as the missing value; X x Indicates the data value of the same data type at the previous collection time corresponding to the missing value; X h Indicates the data value of the same data type at the later collection time corresponding to the missing value; T x represents the time interval between the missing value and the data of the same data type collected before the collection time; T h represents the time interval between the missing value and the data collection time of the same data type after the collection time; w h Indicates the weight value corresponding to the child's growth stage of the data value of the same data type after the collection time corresponding to the missing value; w x Indicates the weight value corresponding to the child's growth stage of the data value of the same data type before the collection time corresponding to the missing value; comparing the second important length evaluation coefficient with a preset second coefficient threshold; When the second important length evaluation coefficient exceeds a preset second coefficient threshold, the missing value is determined to be important, and the missing value is filled or interpolated; When the second important length evaluation coefficient does not exceed the preset second coefficient threshold, the missing value is deleted.

[0027] The technical effect of the above technical solution is: when the first important length evaluation coefficient does not exceed the preset threshold, the solution does not directly ignore the missing value, but further extracts the time parameter and the numerical parameter for secondary judgment. This approach can more carefully evaluate the importance of the missing value and avoid misjudgment or missed judgment caused by inaccurate primary judgment. In the secondary judgment, the solution comprehensively considers multiple dimensions such as time parameters (data collection time interval), numerical parameters (data values ​​of the same data type before and after), and weight coefficients of children's growth stages. This multi-dimensional evaluation method can more comprehensively reflect the impact of missing values ​​on children's growth data analysis and improve the accuracy of the evaluation. According to the comparison result of the second important length evaluation coefficient and the preset threshold, the solution can flexibly adjust the processing strategy for missing values. When the second important length evaluation coefficient exceeds the threshold, the missing value is judged to be important and filled or interpolated; when the second important length evaluation coefficient does not exceed the threshold, the missing value is deleted. This flexible processing strategy helps to maintain the integrity and accuracy of the data set while avoiding unnecessary data redundancy. By setting two judgments and corresponding thresholds, the solution can avoid indiscriminate processing of all missing values, thereby reducing unnecessary calculations and resource consumption. In addition, deleting unimportant missing values ​​can also help reduce the size of the data set and improve the efficiency of subsequent data analysis. Filling or interpolating important missing values ​​can make up for information gaps in the data set and improve data integrity and availability. At the same time, deleting unimportant missing values ​​can also help keep the data set tidy and consistent, enhancing the quality of the data. In the scenario of children's growth data management, this solution can ensure the accuracy and completeness of the data and provide users with more reliable and valuable children's growth analysis reports. In addition, through flexible processing strategies, this solution can also reduce unnecessary data interference and improve the user experience.

[0028] In summary, this technical solution evaluates the importance of missing values ​​through secondary judgment and comprehensive consideration of multiple dimensions, and flexibly adjusts the processing strategy according to the evaluation results, thereby improving data processing efficiency, enhancing data quality, and optimizing user experience.

[0029] In this embodiment, the data processing module further includes: A data conversion unit, used to convert children's growth and development data based on smart chips; Acquire the cleaned growth and development data of the child based on the smart chip, and convert the cleaned growth and development data of the child based on the smart chip; Perform format and type conversion on the cleaned children's growth and development data based on smart chips, remove the dimensional differences between the children's growth and development data based on smart chips, and determine the standardized children's growth and development data; Integrate standardized child growth and development data, integrate standardized child growth and development data from different sources into a unified view, and check and verify the accuracy of the integrated child growth and development data; Block storage unit, used to back up and store children's growth and development data based on blockchain; Obtain integrated child growth and development data, regularly back up the integrated child growth and development data, and based on blockchain technology, store the integrated child growth and development data in blocks of the blockchain to securely store the child growth and development data.

[0030] Among them, the traceability analysis module is used to trace and analyze children's growth and development data; In this embodiment, the traceability analysis module includes: Data tracing unit, used to trace children's growth and development data; Based on the children's growth and development data stored in the blockchain, users can automatically trace the children's growth and development data, view the children's growth and development data in real time, and trace the children's growth and development data; A data analysis unit, used to analyze children's growth and development data; Analyze children's growth and development data according to pre-set children's growth and development standards to determine the results of children's growth and development analysis; Among them, if the child's growth and development data is within the child's growth and development standard range, the child's growth and development analysis result is that the child's growth and development is good; Among them, if the child's growth and development data is not within the child's growth and development standard range, the result of the child's growth and development analysis will be that the child's growth and development is poor.

[0031] Among them, the Chinese and Western medicine intervention module is used to provide Chinese and Western medicine intervention management for children with poor growth and development; In this embodiment, the Chinese and Western medicine intervention module includes: The program formulation unit is used to formulate management plans for interventions with traditional Chinese and Western medicine; Obtain children's growth and development analysis results; When children have poor growth and development, we evaluate their growth and development data, determine the reasons for their poor growth and development, and formulate a Chinese and Western medicine intervention management plan in a timely manner based on the reasons for their poor growth and development; The intervention management unit is used to carry out Chinese and Western medicine intervention management for children with poor growth and development based on the Chinese and Western medicine intervention management program, including: Diagnosis and evaluation: In the diagnosis process, we combine traditional Chinese medicine and the four methods of observation, auscultation, inquiry and palpation to fully understand the child's constitution and condition. We combine traditional Chinese medicine and modern medical examination methods to fully understand the child's physiological indicators and pathological information. Through the combination of traditional Chinese and Western medicine, we can more comprehensively evaluate the child's health status. Treatment and intervention: In terms of drug treatment, combined with traditional Chinese medicine, Chinese medicine is used to regulate the functions of children's internal organs to improve their overall health; combined with traditional Chinese medicine, children are directly treated through hormone therapy and nutritional supplements; in terms of non-drug treatment, combined with traditional Chinese medicine, children are treated through acupuncture, massage or acupoint application; Psychological and behavioral intervention: Establish positive living habits and psychological state for children through psychological counseling and behavioral guidance.

[0032] Among them, the visualization module is used to visualize the children's growth and development data traceability report.

[0033] In this embodiment, the visual display module includes: The traceability monitoring unit is used to analyze children's growth and development data, children's growth and development analysis results, and Chinese and Western medicine intervention management plans, and generate children's growth and development data traceability reports for real-time monitoring of children's growth and development; The interface display unit is used to display the child's growth and development data traceability report in a visual form, so that parents and doctors can intuitively understand the child's growth and development; The feedback improvement unit is used to collect user feedback and suggestions, and make continuous improvements and perfections based on user feedback and suggestions.

[0034] In summary, by tracing and analyzing children's growth and development data, determining the results of children's growth and development analysis, and formulating Chinese and Western medicine intervention management plans, Chinese and Western medicine intervention management is carried out on children with poor growth and development, and the children's growth and development data tracing report is displayed in a visual form, so that parents and doctors can intuitively understand the children's growth and development. The children's growth and development data can be effectively traced, which can provide strong data support for Chinese and Western medicine intervention, and can improve the effects of Chinese and Western medicine intervention and children's diagnosis and treatment.

[0035] It should be noted that, in this article, relational terms such as first and second, etc. are only used to distinguish one entity or operation from another entity or operation, and do not necessarily require or imply any such actual relationship or order between these entities or operations. Moreover, the terms "include", "comprise" or any other variants thereof are intended to cover non-exclusive inclusion, so that a process, method, article or device including a series of elements includes not only those elements, but also other elements not explicitly listed, or also includes elements inherent to such process, method, article or device.

[0036] Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that various changes, modifications, substitutions and variations may be made to the embodiments without departing from the principles and spirit of the present invention, and that the scope of the present invention is defined by the appended claims and their equivalents.

Claims

1. A child growth and development data tracing system based on Chinese and Western medicine intervention, characterized by: include: The user management module is used to manage user identities, including user registration, user login and authority exercise. After the user identity authentication is qualified, the user login is successful and the user exercises rights according to the authority; A data collection module is used to obtain children's personal information and children's growth information based on the smart chip built into the smart collection terminal, and determine the children's growth and development data based on the smart chip; The data processing module is used to clean and convert the children's growth and development data based on the smart chip, and store the children's growth and development data in the blocks of the blockchain to store the children's growth and development data securely; The retrospective analysis module is used to conduct retrospective analysis on children's growth and development data and determine the results of children's growth and development analysis; The Chinese and Western medicine intervention module is used to formulate Chinese and Western medicine intervention management plans for children with poor growth and development; The visualization module is used to visualize the children's growth and development data traceability report, so that parents and doctors can intuitively understand the children's growth and development.

2. The child growth and development data tracing system based on Chinese and Western medicine intervention as claimed in claim 1, characterized in that: The user management module comprises: The user registration unit is used to register the user identity, wherein the user enters the registration interface and enters the user identity registration information according to the requirements of the registration interface, including name, gender, age, contact number, address, account number and password. Based on the entered user identity registration information, the user completes the identity registration and obtains the user's exclusive account number and password; The user login unit is used to authenticate and log in the user identity. The user enters the login interface, and the user enters the account and password used when registering on the login interface according to the registered account and password, and then the user identity is authenticated. After the user identity authentication is qualified, the user logs in successfully, and the user exercises the right to query and modify according to the authority.

3. The child growth and development data tracing system based on Chinese and Western medicine intervention as claimed in claim 2 is characterized in that: The data acquisition module comprises: A personal information collection unit is used to automatically collect the child's name, gender, age and contact number based on the smart chip built into the smart collection terminal to obtain the child's personal information; A growth information collection unit is used to automatically collect the height, weight and head circumference of the child based on the smart chip built into the smart collection terminal to obtain the child's growth information; Among them, based on the acquired children's personal information and children's growth information, the children's growth and development data based on the smart chip is determined.

4. The child growth and development data tracing system based on Chinese and Western medicine intervention as claimed in claim 3 is characterized in that: The data processing module comprises: A data cleaning unit, used to clean the children's growth and development data based on the smart chip; Acquire the collected growth and development data of children based on the smart chip, and check the collected growth and development data of children based on the smart chip based on the data cleaning tool; Determine whether there are duplicate values, missing values ​​and abnormal values ​​in the children's growth and development data based on the smart chip, and process the duplicate values, missing values ​​and abnormal values ​​in the children's growth and development data based on the smart chip; Among them, for any duplicate values ​​that exist, the duplicate values ​​will be deleted and the only child record will be retained; For the missing values ​​that exist, the missing values ​​with little impact on the tracing of children's growth and development data will be deleted. For the missing values ​​with great impact on the tracing of children's growth and development data, the missing values ​​will be filled or interpolated by filling or interpolation methods to make the missing values ​​complete; For the existing outliers, those with little impact on the tracing of children's growth and development data will be deleted. For the outliers with a large impact on the tracing of children's growth and development data, they will be replaced or corrected by replacement or correction methods to make them normal.

5. The child growth and development data tracing system based on Chinese and Western medicine intervention as claimed in claim 4 is characterized in that: The method for determining the importance of the missing value includes: Extracting the weight coefficient of the data type corresponding to the missing value; Extracting the weight coefficient of the child's growth stage corresponding to the missing value; Obtaining a first important length evaluation coefficient by using the weight coefficient of the data type corresponding to the missing value and the weight coefficient of the child's growth stage corresponding to the missing value in combination with the child's current growth and development data value of the same data type as the missing value; The first important length evaluation coefficient is obtained by the following formula: Among them, Y 01 represents the first important length evaluation coefficient; w 01 Indicates the weight coefficient of the data type corresponding to the missing value; w 02 Indicates the weight coefficient of the child's growth stage corresponding to the missing value; X b Indicates the standard value of the data type corresponding to the missing value; X i Indicates the child’s current growth and development data value with the same data type as the missing value; X c Indicates the value corresponding to the initial record of the data type of the missing value; w c The weight coefficient indicating the child's current growth stage; comparing the first important length evaluation coefficient with a preset first coefficient threshold; When the first important length evaluation coefficient exceeds a preset first coefficient threshold, the missing value is determined to be important, and the missing value is filled or interpolated; When the first important length evaluation coefficient does not exceed the preset first coefficient threshold, a secondary determination is made on the importance of the missing value.

6. The child growth and development data tracing system based on Chinese and Western medicine intervention as claimed in claim 5, characterized in that: When the first important length evaluation coefficient does not exceed the preset first coefficient threshold, a secondary determination is made on the importance of the missing value, including: When the first important length evaluation coefficient does not exceed the preset first coefficient threshold, extracting the data collection time interval of the same data type before the missing value and the data collection time interval of the same data type after the missing value and the data collection time as time parameters; Extracting a data value of the same data type at a collection time before the missing value and a data value of the same data type at a collection time after the missing value as numerical parameters; Retrieve the first important length evaluation coefficient; Obtaining a second important length evaluation coefficient using the time parameter, the numerical parameter and the first important length evaluation coefficient; The second important length evaluation coefficient is obtained by the following formula: Among them, Y 02 represents the second most important length evaluation coefficient; w 02 Indicates the weight coefficient of the child's growth stage corresponding to the missing value; X i Indicates the child’s current growth and development data value with the same data type as the missing value; X x Indicates the data value of the same data type at the previous collection time corresponding to the missing value; X h Indicates the data value of the same data type at the later collection time corresponding to the missing value; T x represents the time interval between the missing value and the data of the same data type collected before the collection time; T h represents the time interval between the missing value and the data collection time of the same data type after the collection time; h Indicates the weight value corresponding to the child's growth stage of the data value of the same data type after the collection time corresponding to the missing value; w x Indicates the weight value corresponding to the child's growth stage of the data value of the same data type before the collection time corresponding to the missing value; comparing the second important length evaluation coefficient with a preset second coefficient threshold; When the second important length evaluation coefficient exceeds a preset second coefficient threshold, the missing value is determined to be important, and the missing value is filled or interpolated; When the second important length evaluation coefficient does not exceed the preset second coefficient threshold, the missing value is deleted.

7. The child growth and development data tracing system based on Chinese and Western medicine intervention as claimed in claim 4, characterized in that: The data processing module further includes: A data conversion unit, used to convert children's growth and development data based on smart chips; Acquire the cleaned growth and development data of the child based on the smart chip, and convert the cleaned growth and development data of the child based on the smart chip; Perform format and type conversion on the cleaned children's growth and development data based on smart chips, remove the dimensional differences between the children's growth and development data based on smart chips, and determine the standardized children's growth and development data; Integrate standardized child growth and development data, integrate standardized child growth and development data from different sources into a unified view, and check and verify the accuracy of the integrated child growth and development data; Block storage unit, used to back up and store children's growth and development data based on blockchain; Obtain integrated child growth and development data, regularly back up the integrated child growth and development data, and based on blockchain technology, store the integrated child growth and development data in blocks of the blockchain to securely store the child growth and development data.

8. The child growth and development data tracing system based on Chinese and Western medicine intervention as claimed in claim 7, characterized in that: The traceability analysis module includes: Data tracing unit, used to trace children's growth and development data; Based on the children's growth and development data stored in the blockchain, users can automatically trace the children's growth and development data, view the children's growth and development data in real time, and trace the children's growth and development data; A data analysis unit, used to analyze children's growth and development data; Analyze children's growth and development data according to pre-set children's growth and development standards to determine the results of children's growth and development analysis; Among them, if the child's growth and development data is within the child's growth and development standard range, the child's growth and development analysis result is that the child's growth and development is good; Among them, if the child's growth and development data is not within the child's growth and development standard range, the result of the child's growth and development analysis will be that the child's growth and development is poor.

9. The child growth and development data tracing system based on Chinese and Western medicine intervention as claimed in claim 8, characterized in that: The Chinese and Western medicine intervention module includes: The program formulation unit is used to formulate management plans for interventions with traditional Chinese and Western medicine; Obtain children's growth and development analysis results; When children have poor growth and development, we evaluate their growth and development data, determine the reasons for their poor growth and development, and formulate a Chinese and Western medicine intervention management plan in a timely manner based on the reasons for their poor growth and development; The intervention management unit is used to carry out Chinese and Western medicine intervention management for children with poor growth and development based on the Chinese and Western medicine intervention management program, including: Diagnosis and evaluation: In the diagnosis process, we combine traditional Chinese medicine to understand the child's constitution and condition through observation, auscultation, inquiry and palpation. We combine traditional Chinese medicine to understand the child's physiological indicators and pathological information through modern medical examination methods. Through the combination of traditional Chinese and Western medicine, we can more comprehensively evaluate the child's health status. Treatment and intervention: In terms of drug treatment, combined with traditional Chinese medicine, Chinese medicine is used to regulate the functions of children's internal organs to improve their overall health; combined with traditional Chinese medicine, children are treated through hormone therapy and nutritional supplements; in terms of non-drug treatment, combined with traditional Chinese medicine, children are treated through acupuncture, massage or acupoint application; Psychological and behavioral intervention: Establish positive living habits and psychological state for children through psychological counseling and behavioral guidance.

10. The child growth and development data tracing system based on Chinese and Western medicine intervention as claimed in claim 9, characterized in that: The visual display module includes: The traceability monitoring unit is used to analyze children's growth and development data, children's growth and development analysis results, and Chinese and Western medicine intervention management plans, and generate children's growth and development data traceability reports for real-time monitoring of children's growth and development; The interface display unit is used to display the child's growth and development data traceability report in a visual form, so that parents and doctors can intuitively understand the child's growth and development; The feedback improvement unit is used to collect user feedback and suggestions, and make continuous improvements and perfections based on user feedback and suggestions.

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