A method and system for personalized health management of children
By calculating children's daily total calorie intake and weight changes, and combining this with family habit data to adjust diet and exercise, the problem of personalized health management for children has been solved, achieving healthy growth and personalized management.
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- BEILUN DISTRICT PEOPLES HOSPITAL OF NINGBO CITY
- Filing Date
- 2026-02-09
- Publication Date
- 2026-06-05
AI Technical Summary
Current technology cannot provide personalized health management based on individual differences in children, resulting in mismatched diets and exercise methods, which affects children's growth, development and health.
By acquiring children's daily diet and exercise data, calculating total calorie intake, comparing it with set standards, and combining data on weight changes and family habits, dietary and exercise methods can be adjusted to achieve personalized management.
Ensure children consume enough calories to meet their growth and development needs, prevent obesity, maintain a healthy weight, and enable children to grow and develop in a familiar environment in a personalized way.
Smart Images
Figure CN122157984A_ABST
Abstract
Description
Technical Field
[0001] This invention relates to the field of children's health management technology, specifically to a personalized health management method and system for children. Background Technology
[0002] Health management refers to a systematic management process that comprehensively monitors, analyzes, assesses, intervenes in, and tracks health risk factors for individuals or groups. Its core objectives are disease prevention, health maintenance, and quality of life improvement. It emphasizes the concept of "prevention before disease occurs" and uses scientific methods to shift from passive treatment to proactive prevention.
[0003] Children grow and develop faster than adults, making children's health management crucial. Children's growth and development rely on a reasonable diet. However, due to individual differences, the same diet cannot be applied to all children. Furthermore, children grow up in different family environments, resulting in different family eating and exercise habits. Therefore, it is necessary to adjust the diet and exercise required for children's growth and development based on family eating and exercise habits, so that children can grow and develop in a familiar family environment. Summary of the Invention
[0004] To address the aforementioned technical problems, a personalized health management method and system for children is provided. This technical solution resolves the issues raised in the background section.
[0005] To achieve the above objectives, the technical solution adopted by the present invention is as follows: A personalized health management approach for children, comprising: Obtain the child's daily diet plan, calculate and process the child's daily diet plan, and determine the child's total daily calorie value; The total daily calorie intake of children is compared and analyzed with the set total calorie threshold to determine whether the children's daily calorie intake meets the standard. Obtain children's weight data, and based on this data, perform data verification processing on children's daily calorie intake to determine whether children's weight changes meet the standards; By acquiring data on family dietary habits and family exercise habits, and based on this data on children's weight changes, daily diet plans and exercise methods are adjusted to obtain diet plans and exercise methods suitable for children's development.
[0006] Preferably, the steps of obtaining the child's daily diet plan, calculating and processing the child's daily diet plan, and determining the child's total daily calorie value specifically include the following steps: Data is read and processed from electronic devices that record changes in children's growth and development to determine the type of electronic device; Based on the type of electronic device, data retrieval and processing are performed from various channels to obtain the product user manual corresponding to the type of electronic device. Data is read and processed from the product instruction manual corresponding to the type of electronic device to determine the data transmission path of the electronic device; Based on the data transmission path of electronic devices, data retrieval and processing are performed on apps that record children's diet recipes and apps that record children's exercise data to obtain children's daily diet recipes and daily exercise data; The data processing of children's daily diet and daily exercise data is used to determine the total daily calorie value for children.
[0007] Preferably, the step of calculating and processing the child's daily diet and daily exercise data to determine the child's total daily calorie intake specifically includes the following steps: The system reads and processes information from children's daily diet plans to obtain the types and weights of food consumed each day. The calorie calculation is performed on the types and weights of food consumed by children each day to obtain the total daily calorie intake of children. Perform calorie calculation on children's daily exercise data to obtain the daily calorie expenditure of children; The total daily calorie intake from food and the daily calorie expenditure from exercise of children are calculated and processed to determine the total daily calorie value of children.
[0008] Preferably, the step of calculating and processing the child's total daily food intake and daily exercise expenditure to determine the child's total daily calorie value specifically includes the following steps: The electronic devices that record changes in children's growth and development are used to retrieve and process children's information to determine the specific age of the children and a table showing the daily calorie consumption requirements of children of different ages. Based on the child's specific age, data matching was performed on the daily calorie consumption chart for children to determine the normal daily calorie consumption for children. The difference between a child's normal daily calorie expenditure, total daily calorie intake from food, and daily calorie expenditure from exercise is calculated to determine the child's total daily calorie value.
[0009] Preferably, the step of comparing and analyzing the child's daily total calorie intake with a set total calorie threshold to determine whether the child's daily calorie intake meets the standard specifically includes the following steps: Based on the child's specific age, data was retrieved and processed from various channels to determine the range of total calories required for the child's growth and development. Set the range of total calories required for children's growth and development as a threshold value for total calories; The system assesses and processes the child's daily total calorie intake and sets a threshold for total calorie intake. If a child’s total daily calorie intake is within the set threshold, the child’s daily calorie intake meets the standards for growth and development. If a child's total daily calorie intake is less than or greater than the set threshold, the child's daily calorie intake does not meet the standards for growth and development.
[0010] Preferably, the step of obtaining the child's weight data and, based on the child's weight data, performing data verification processing on the child's daily calorie intake to determine whether the child's weight change meets the standard specifically includes the following steps: The electronic devices that record changes in children's growth and development are used to retrieve and process children's information to obtain children's weight data; A coordinate system for children's weight changes is constructed, with children's daily calorie intake as the X-axis parameter and children's weight data as the Y-axis parameter. In the coordinate system of children's weight changes, the children's weight data is processed to plot curves to obtain the children's weight change curves; Based on the child's weight change curve, the data on the child's daily calorie intake is processed to determine whether the child's weight change meets the standard.
[0011] Preferably, the step of verifying the child's daily calorie intake based on the child's weight change curve to determine whether the child's weight change meets the standard specifically includes the following steps: The electronic devices that record changes in children's growth and development are used to retrieve and process children's information to obtain a standard weight change curve for children; Curve calculations were performed on the standard weight change curve and the weight change curve of children to obtain the approximate value of children's weight change; By comparing and analyzing the approximate values of children's weight changes, it can be determined whether the children's weight changes meet the standards.
[0012] Preferably, the step of comparing and analyzing the approximate values of children's weight changes to determine whether the children's weight changes meet the standards specifically includes the following steps: The system assesses and processes the approach values and threshold values for children's weight changes. If a child's weight change trend value is greater than the set trend value threshold, and the child's standard weight change curve and the child's weight change curve differ significantly, the child's weight change does not meet the standard. If the child's weight change trend value is less than or equal to the set trend value threshold, the difference between the child's standard weight change curve and the child's weight change curve is small, and the child's standard weight change curve and the child's weight change curve approximately coincide, then the child's weight change meets the standard.
[0013] Preferably, the step of obtaining family dietary habit data and family exercise habit data, and adjusting the child's daily diet and exercise methods based on the child's weight changes, family dietary habit data, and family exercise habit data to obtain a diet and exercise method suitable for the child's development, specifically includes the following steps: Data is read and processed from electronic devices used in the home to obtain data on family dietary habits and family exercise habits; If a child's weight change does not meet the standard, and the child's weight change curve is above the standard weight change curve for children, the child's weight gain is too fast and does not meet the standard. According to the family's eating habits, the child's daily diet should be adjusted, replacing the foods in the child's daily diet with foods that are in the family's eating habits, and choosing a kind of exercise that the child is familiar with based on the family's exercise habits data. If a child's weight change does not meet the standard, and the child's weight change curve is below the standard weight change curve for children, the child's weight gain is too slow and does not meet the standard. Based on the family's dietary habits, the child's daily diet should be adjusted, and foods that are part of the family's dietary habits should be added to the child's daily diet.
[0014] Furthermore, a personalized health management system for children is proposed to implement the aforementioned personalized health management method for children, including: A health management terminal is used to control the data transmission and information interaction between various modules. The health management terminal is used to control the various modules to calculate and compare the child's daily diet and weight data to determine whether the child's daily diet needs to be adjusted. An electronic device used to record a child's daily diet, daily exercise data, and weight data; A transmission path selection module is used to perform information retrieval processing on the product instruction manual of the electronic device and determine the data transmission path of the electronic device. A data retrieval module, which retrieves and transmits child-related data from the electronic device according to the electronic device's data transmission path; The calorie calculation module is used to perform a difference calculation on the child's normal daily calorie consumption, the child's total daily food intake calorie and the child's daily exercise calorie consumption to determine the child's total daily calorie value. The calorie comparison module is used to compare and analyze the child's daily total calorie value with a set total calorie value threshold to determine whether the child's daily calorie intake meets the standard. The curve calculation module is used to perform curve calculation processing on the standard weight change curve and the weight change curve of children to obtain the approximate value of children's weight change. The approach value comparison module is used to judge and process the approach value of the child's weight change and the set approach value threshold to determine whether the child's weight change meets the standard. The diet adjustment module adjusts the child's daily diet based on the positional relationship between the child's standard weight change curve and the child's weight change curve.
[0015] Compared with existing technologies, the present invention provides a personalized health management method and system for children, which has the following beneficial effects: This invention calculates the calorie content of a child's daily diet to determine the child's total daily calorie intake. Then, it compares and analyzes these total daily calorie values to determine if they meet the child's growth and development needs. Finally, it adjusts the child's daily diet based on weight changes to ensure sufficient calorie intake for growth and development while preventing excessive calorie intake that could lead to rapid weight gain, thus maintaining the child's weight within a healthy range and ensuring their health. Furthermore, it uses family dietary and exercise data to adjust the child's daily diet and exercise routines, allowing the child to grow and develop in a familiar environment, achieving personalized management of the child's growth and development. Attached Figure Description
[0016] Figure 1 This is a flowchart illustrating steps S100-S400 of a personalized health management method for children proposed in this invention. Figure 2 This is a structural block diagram of a personalized health management system for children proposed in this invention. Detailed Implementation
[0017] The following description is intended to disclose the invention and enable those skilled in the art to implement it. The preferred embodiments described below are merely examples, and other obvious variations will occur to those skilled in the art.
[0018] Reference Figure 1 As shown, a personalized health management method for children includes: S100. Obtain the child's daily diet plan, calculate and process the child's daily diet plan, and determine the child's total daily calorie value; S200: Compare and analyze the child's daily total calorie intake with the set total calorie threshold to determine whether the child's daily calorie intake meets the standard. S300. Obtain the child's weight data, and based on the child's weight data, perform data verification processing on the child's daily calorie intake to determine whether the child's weight change meets the standard. S400: Obtain family dietary habits data and family exercise habits data; based on the child's weight changes, family dietary habits data, and family exercise habits data, adjust the child's daily diet and exercise methods to obtain diet and exercise methods suitable for the child's development. Those skilled in the art will understand that children's growth and development are rapid. Therefore, children need a certain amount of calories during their development. However, if children consume too few calories, their development will be slower or even affected. Conversely, if children consume too many calories, it will also affect their growth and development because excessive calories can lead to childhood obesity, which in turn affects children's health. For example, if children consume large amounts of high-calorie foods such as hamburgers and fried chicken daily, the excess calories will be converted into fat, leading to childhood obesity. Furthermore, due to individual differences, the same diet cannot be suitable for all children. Therefore, it is necessary to adjust children's daily diet based on their weight changes to obtain a diet suitable for each individual, ensuring that children's growth and development are not hindered by obesity.
[0019] Example 1 Step S100: Obtain the child's daily diet plan, calculate and process the child's daily diet plan, and determine the child's total daily calorie value. This specifically includes the following steps: S101. Perform data reading and processing on electronic devices that record changes in children's growth and development to obtain the type of electronic device; S102. Based on the type of electronic device, perform data retrieval and processing from various channels to obtain the product instruction manual corresponding to the type of electronic device. S103. Read and process the data in the product instruction manual corresponding to the type of electronic device to determine the data transmission path of the electronic device; S104. Based on the data transmission path of electronic devices, data retrieval and processing are performed on the APP that records children's diet recipes and the APP that records children's exercise data to obtain children's daily diet recipes and children's daily exercise data; S105. Perform data calculation and processing on the child's daily diet and daily exercise data to determine the child's total daily calorie value; Understandably, adjusting a child's diet requires recording the child's diet, weight changes, and daily data over a period of time. However, the electronic devices used for recording these data are manufactured by many different companies, and these devices may use different communication protocols, resulting in different data transmission paths. Therefore, to access the child's relevant data, it is necessary to determine the data transmission path of the electronic device.
[0020] Step S105, which involves processing the child's daily diet and daily exercise data to determine the child's total daily calorie intake, specifically includes the following steps: S1051. Read and process the information of the child's daily diet plan to obtain the types and weights of food consumed by the child each day. S1052. Calculate the calories of the types and weights of food consumed by children each day to obtain the total calories of food intake for children each day. S1053. Perform calorie calculation on the child's daily exercise data to obtain the child's daily exercise calorie expenditure. S1054. Calculate and process the data of children’s daily food intake and daily exercise expenditure to determine the total daily calorie value of children. Specifically, step S1054, which involves calculating and processing data on the child's daily total calorie intake from food and daily calorie expenditure from exercise to determine the child's daily total calorie value, includes the following steps: S10541. Retrieve and process children's information from electronic devices that record changes in children's growth and development, and determine the specific age of the children and a table of daily calorie consumption requirements for children of different ages. S10542. Based on the child's specific age, perform data matching processing on the daily calorie consumption comparison table for children to determine the normal daily calorie consumption for children; S10543. The difference between the child’s normal daily calorie expenditure, the child’s total daily food intake, and the child’s daily exercise calorie expenditure is calculated to determine the child’s total daily calorie value. It's understandable that a child's total daily calorie intake isn't solely determined by the calories from food. Children also burn calories through physical activity, and even when not exercising, the body's normal functions require energy. Therefore, determining a child's total daily calorie intake requires subtracting the calories burned through activity and those needed for normal bodily functions. It's important to note that the amount of energy needed for normal bodily functions varies with age. Therefore, the total daily calorie intake should be determined based on the child's age. For example, a one-year-old child requires less formula per day than a two-year-old child.
[0021] Example 2 Step S200: Compare and analyze the child's daily total calorie intake with the set total calorie threshold to determine whether the child's daily calorie intake meets the standard. This specifically includes the following steps: S201. Based on the child's specific age, retrieve and process data from various channels to determine the range of total calories required for the child's growth and development. S202. Set the range of total calories required for children's growth and development as a threshold value for total calories. S203. The total daily calorie value for children and the set threshold for total calorie value are judged and processed. S204. If a child’s total daily calorie intake is within the set total calorie threshold, the child’s daily calorie intake meets the growth and development standards. S205. If a child’s total daily calorie intake is less than or greater than the set total calorie threshold, the child’s daily calorie intake does not meet the growth and development standards. It is understandable that both excessive and insufficient daily calorie intake can negatively impact a child's health. Insufficient calorie intake cannot meet the energy requirements for normal growth and development, leading to slow growth. Conversely, excessive calorie intake results in the excess calories being converted into fat and stored in the body, causing childhood obesity. Obesity also negatively affects a child's health. Therefore, comparing and analyzing a child's daily calorie intake helps determine whether it meets the recommended standards.
[0022] Example 3 Step S300: Obtain the child's weight data. Based on the child's weight data, perform data verification processing on the child's daily calorie intake to determine whether the child's weight change meets the standard. This specifically includes the following steps: S301. Perform child information retrieval processing on electronic devices that record changes in child growth and development to obtain the child's weight data; S302. Construct a coordinate system for children's weight changes, using children's daily calorie intake as the X-axis parameter and children's weight data as the Y-axis parameter. S303. In the children's weight change coordinate system, the children's weight data is processed to draw curves to obtain the children's weight change curves; S304. Based on the child's weight change curve, perform data verification processing on the child's daily calorie intake to determine whether the child's weight change meets the standard; Step S304, based on the child's weight change curve, verifies the child's daily calorie intake to determine whether the child's weight change meets the standard, specifically includes the following steps: S3041. Retrieve and process children's information from electronic devices that record changes in children's growth and development, and obtain a standard change curve of children's weight; S3042. Perform curve calculation processing on the standard weight change curve and the weight change curve of children to obtain the approximate value of children's weight change; S3043. Compare and analyze the trends of children's weight changes to determine whether the children's weight changes meet the standards. Step S3043, which involves comparing and analyzing the trends in children's weight changes to determine whether the children's weight changes meet the standards, specifically includes the following steps: S30431. Judgment and processing of the approach value of children's weight change and the set approach value threshold; S30432. If the child's weight change trend value is greater than the set trend value threshold, the child's standard weight change curve and the child's weight change curve differ significantly, and the child's weight change does not meet the standard. S30433. If the child's weight change trend value is less than or equal to the set trend value threshold, the difference between the child's standard weight change curve and the child's weight change curve is small, the child's standard weight change curve and the child's weight change curve approximately coincide, and the child's weight change meets the standard. It is understandable that children's growth and development follow certain patterns. Because there are differences between individuals, a child's weight change curve and the standard weight change curve will not be exactly the same, but they will be similar. If a child's growth and development is normal, the distance between these two curves will be small, which is the child's weight change convergence value. If a child's growth and development is abnormal, the distance between these two curves will be large. Therefore, by comparing the child's weight change convergence value, it can be determined whether the child's weight change meets the standard.
[0023] Example 4 Step S400: Obtain family dietary habits data and family exercise habits data. Based on the child's weight changes, family dietary habits data, and family exercise habits data, adjust the child's daily diet and exercise methods to obtain a diet and exercise method suitable for the child's development. This specifically includes the following steps: S401. Perform data reading and processing on electronic devices used in the home to obtain data on family dietary habits and family exercise habits; Understandably, family exercise habits data is chosen by parents based on their child's physical condition. For example, if a child is overweight and needs to lose weight, it's not appropriate to simply tell the parents that the child needs to run for 30 minutes every day. If the child has difficulty walking, this type of exercise is not suitable and cannot achieve personalized management of the child's growth and development. Instead, parents can be told to use the exercise methods that the child is most familiar with for weight loss. For example, if the family's usual exercise method is stretching, then the child's weight loss exercise would be stretching, thus achieving personalized management of the child's growth and development. S402. If a child's weight change does not meet the standard, and the child's weight change curve is above the standard weight change curve for children, the child's weight gain is too fast and does not meet the standard. Adjust the child's daily diet according to the family's eating habits, replace the food in the child's daily diet with the food in the family's eating habits, and select a kind of exercise that the child is familiar with based on the family's exercise habits data. S403. If a child's weight change does not meet the standard, and the child's weight change curve is below the standard weight change curve for children, the child's weight gain is too slow and does not meet the standard, adjust the child's daily diet according to the family's dietary habits, and add foods that are part of the family's dietary habits to the child's daily diet. Understandably, when a child's weight change curve is above the standard weight change curve, it indicates that the child's weight is increasing too rapidly and fat is accumulating in the body. In this case, it is necessary to adjust the weight of the child's daily food intake. For example, if the child previously consumed 700g of high-calorie food per day, now the intake of high-calorie food should be less than 700g. When a child's weight change curve is below the standard weight change curve, it indicates that the calories obtained from the food the child consumes daily are not meeting the needs of growth and development. In this case, it is necessary to increase the weight of the child's daily food intake or increase the variety of foods the child consumes daily. For example, if the child previously consumed 400g of protein per day, now it is necessary to increase the intake of other types of protein or increase the weight of the original protein to meet the needs of the child's growth and development. In a specific embodiment, when a child's weight change does not meet the standard, the child's daily diet is adjusted based on family dietary habits data and family exercise habits data. When the child's weight change curve is above the standard weight change curve, for example, if family A's diet does not include seafood, indicating that family A does not like seafood, but the child's daily diet includes seafood and the child's weight gain is too rapid, vegetables from family A's diet can be used to replace the seafood in the child's daily diet, making the child's daily diet closer to family dietary habits. In addition, if the child's weight gain is too rapid, the child needs to lose weight to a certain extent. Then, exercise can be designed for the child based on family exercise habits data. For example, if family A likes walking or hiking, then the weight loss exercise for the child in family A would be walking or hiking, allowing the child to exercise in a familiar family environment, making it easier for the child to accept weight loss exercise. In another specific embodiment, when a child's weight change curve is below the standard weight change curve for children, it indicates that the child's weight gain is slow and does not meet the standard. In this case, it is necessary to increase the weight of food in the child's daily diet. For example, if family B's diet does not include duck meat, but the child's daily diet includes duck meat (200g per day), and family B's diet includes pork, and because the child's weight gain is too slow, 400g or 500g of pork can be used to replace the duck meat in the child's daily diet to make the child's diet more in line with the family's dietary habits. In addition, the child's exercise method also needs to be changed. For example, the child's previous exercise method was running, while family B's exercise method includes not only running but also walking. Since the child's weight gain is slow, running can be replaced with a gentler walk to reduce the child's calorie consumption and thus increase the child's weight. By modifying the child's daily diet and exercise method based on the child's family dietary and exercise habit data, personalized management of the child's growth and development can be achieved.
[0024] Reference Figure 2 As shown, a personalized health management system for children, used to implement the personalized health management method for children as described above, includes: A health management terminal is used to control the data transmission and information interaction between various modules. The health management terminal is used to control the various modules to calculate and compare the child's daily diet and weight data to determine whether the child's daily diet needs to be adjusted. An electronic device used to record a child's daily diet, daily exercise data, and weight data; A transmission path selection module is used to perform information retrieval processing on the product instruction manual of the electronic device and determine the data transmission path of the electronic device. A data retrieval module, which retrieves and transmits child-related data from the electronic device according to the electronic device's data transmission path; The calorie calculation module is used to perform a difference calculation on the child's normal daily calorie consumption, the child's total daily food intake calorie and the child's daily exercise calorie consumption to determine the child's total daily calorie value. The calorie comparison module is used to compare and analyze the child's daily total calorie value with a set total calorie value threshold to determine whether the child's daily calorie intake meets the standard. The curve calculation module is used to perform curve calculation processing on the standard weight change curve and the weight change curve of children to obtain the approximate value of children's weight change. The approach value comparison module is used to judge and process the approach value of the child's weight change and the set approach value threshold to determine whether the child's weight change meets the standard. The diet adjustment module adjusts the child's daily diet based on the positional relationship between the child's standard weight change curve and the child's weight change curve.
[0025] The foregoing has shown and described the basic principles, main features, and advantages of the present invention. Those skilled in the art should understand that the present invention is not limited to the above embodiments. The embodiments and descriptions in the specification are merely principles of the invention. Various changes and modifications can be made to the invention without departing from its spirit and scope, and all such changes and modifications fall within the scope of the claimed invention. The scope of protection claimed by the appended claims and their equivalents is defined.
Claims
1. A personalized health management method for children, characterized in that, include: Obtain the child's daily diet plan, calculate and process the child's daily diet plan, and determine the child's total daily calorie value; The total daily calorie intake of children is compared and analyzed with the set total calorie threshold to determine whether the children's daily calorie intake meets the standard. Obtain children's weight data, and based on this data, perform data verification processing on children's daily calorie intake to determine whether children's weight changes meet the standards; By acquiring data on family dietary habits and family exercise habits, and based on this data on children's weight changes, daily diet plans and exercise methods are adjusted to obtain diet plans and exercise methods suitable for children's development.
2. The personalized health management method for children according to claim 1, characterized in that, The process of obtaining the child's daily diet plan, calculating and processing the plan, and determining the child's total daily calorie intake includes the following steps: Data is read and processed from electronic devices that record changes in children's growth and development to determine the type of electronic device; Based on the type of electronic device, data retrieval and processing are performed from various channels to obtain the product user manual corresponding to the type of electronic device. Data is read and processed from the product instruction manual corresponding to the type of electronic device to determine the data transmission path of the electronic device; Based on the data transmission path of electronic devices, data retrieval and processing are performed on apps that record children's diet recipes and apps that record children's exercise data to obtain children's daily diet recipes and daily exercise data; The data processing of children's daily diet and daily exercise data is used to determine the total daily calorie value for children.
3. A personalized health management method for children according to claim 2, characterized in that, The process of calculating and processing children's daily diet and daily exercise data to determine their total daily calorie intake includes the following steps: The system reads and processes information from children's daily diet plans to obtain the types and weights of food consumed each day. The calorie calculation is performed on the types and weights of food consumed by children each day to obtain the total daily calorie intake of children. Perform calorie calculation on children's daily exercise data to obtain the daily calorie expenditure of children; The total daily calorie intake from food and the daily calorie expenditure from exercise of children are calculated and processed to determine the total daily calorie value of children.
4. A personalized health management method for children according to claim 3, characterized in that, The process of calculating and processing data on children's daily total calorie intake from food and daily calorie expenditure from exercise to determine children's daily total calorie value specifically includes the following steps: The electronic devices that record changes in children's growth and development are used to retrieve and process children's information to determine the specific age of the children and a table showing the daily calorie consumption requirements of children of different ages. Based on the child's specific age, data matching was performed on the daily calorie consumption chart for children to determine the normal daily calorie consumption for children. The difference between a child's normal daily calorie expenditure, total daily calorie intake from food, and daily calorie expenditure from exercise is calculated to determine the child's total daily calorie value.
5. A personalized health management method for children according to claim 4, characterized in that, The process of comparing and analyzing a child's daily total calorie intake with a set threshold to determine whether the child's daily calorie intake meets the standard includes the following steps: Based on the child's specific age, data was retrieved and processed from various channels to determine the range of total calories required for the child's growth and development. Set the range of total calories required for children's growth and development as a threshold value for total calories; The system assesses and processes the child's daily total calorie intake and sets a threshold for total calorie intake. If a child’s total daily calorie intake is within the set threshold, the child’s daily calorie intake meets the standards for growth and development. If a child's total daily calorie intake is less than or greater than the set threshold, the child's daily calorie intake does not meet the standards for growth and development.
6. A personalized health management method for children according to claim 1, characterized in that, The process of obtaining children's weight data, and based on this data, verifying and processing the children's daily calorie intake to determine whether their weight changes meet the standards, specifically includes the following steps: The electronic devices that record changes in children's growth and development are used to retrieve and process children's information to obtain children's weight data; A coordinate system for children's weight changes is constructed, with children's daily calorie intake as the X-axis parameter and children's weight data as the Y-axis parameter. In the coordinate system of children's weight changes, the children's weight data is processed to plot curves to obtain the children's weight change curves; Based on the child's weight change curve, the data on the child's daily calorie intake is processed to determine whether the child's weight change meets the standard.
7. A personalized health management method for children according to claim 6, characterized in that, The process of verifying children's daily calorie intake based on their weight change curves to determine whether their weight changes meet the standards includes the following steps: The electronic devices that record changes in children's growth and development are used to retrieve and process children's information to obtain a standard weight change curve for children; Curve calculations were performed on the standard weight change curve and the weight change curve of children to obtain the approximate value of children's weight change; By comparing and analyzing the approximate values of children's weight changes, it can be determined whether the children's weight changes meet the standards.
8. A personalized health management method for children according to claim 7, characterized in that, The process of comparing and analyzing the approximate values of children's weight changes to determine whether the children's weight changes meet the standards includes the following steps: The system assesses and processes the approach values and threshold values for children's weight changes. If a child's weight change trend value is greater than the set trend value threshold, and the child's standard weight change curve and the child's weight change curve differ significantly, the child's weight change does not meet the standard. If the child's weight change trend value is less than or equal to the set trend value threshold, the difference between the child's standard weight change curve and the child's weight change curve is small, and the child's weight change curve approximately overlaps with the standard weight change curve, then the child's weight change meets the standard.
9. A personalized health management method for children according to claim 8, characterized in that, The process of obtaining family dietary and exercise habit data, and adjusting the child's daily diet and exercise methods based on this data to obtain diets and exercise methods suitable for the child's development, specifically includes the following steps: Data is read and processed from electronic devices used in the home to obtain data on family dietary habits and family exercise habits; If a child's weight change does not meet the standard, and the child's weight change curve is above the standard weight change curve for children, the child's weight gain is too fast and does not meet the standard. According to the family's eating habits, the child's daily diet should be adjusted, replacing the foods in the child's daily diet with foods that are in the family's eating habits, and choosing a kind of exercise that the child is familiar with based on the family's exercise habits data. If a child's weight change does not meet the standard, and the child's weight change curve is below the standard weight change curve for children, the child's weight gain is too slow and does not meet the standard. Based on the family's dietary habits, the child's daily diet should be adjusted, and foods that are part of the family's dietary habits should be added to the child's daily diet.
10. A personalized health management system for children, used to implement the personalized health management method for children as described in any one of claims 1-9, characterized in that, include: A health management terminal is used to control the data transmission and information interaction between various modules. The health management terminal is used to control the various modules to calculate and compare the child's daily diet and weight data to determine whether the child's daily diet needs to be adjusted. An electronic device used to record a child's daily diet, daily exercise data, and weight data; A transmission path selection module is used to perform information retrieval processing on the product instruction manual of the electronic device and determine the data transmission path of the electronic device. A data retrieval module, which retrieves and transmits child-related data from the electronic device according to the electronic device's data transmission path; The calorie calculation module is used to perform a difference calculation on the child's normal daily calorie consumption, the child's total daily food intake calorie and the child's daily exercise calorie consumption to determine the child's total daily calorie value. The calorie comparison module is used to compare and analyze the child's daily total calorie value with a set total calorie value threshold to determine whether the child's daily calorie intake meets the standard. The curve calculation module is used to perform curve calculation processing on the standard weight change curve and the weight change curve of children to obtain the approximate value of children's weight change. The approach value comparison module is used to judge and process the approach value of the child's weight change and the set approach value threshold to determine whether the child's weight change meets the standard. The diet adjustment module adjusts the child's daily diet based on the positional relationship between the child's standard weight change curve and the child's weight change curve.