Cardiovascular prevention strategy recommendation method and system

Abstract

The invention discloses a cardiovascular prevention strategy recommendation method and system, relates to the field of medical health, and solves the problem of poor pertinence of an existing cardiovascular prevention strategy recommendation method.The cardiovascular prevention strategy recommendation method comprises the steps that P1, basic physiological data of residents are obtained and analyzed, and a first cardiovascular induction coefficient is obtained; p2, periodic physiological index screening is conducted on residents to obtain a second cardiovascular induction coefficient and a third cardiovascular induction coefficient, and P3, disease risk assessment is conducted on the residents according to the first cardiovascular induction coefficient, the second cardiovascular induction coefficient and the third cardiovascular induction coefficient to obtain resident cardiovascular prevention grading data. And step P4, carrying out cardiovascular prevention strategy recommendation on the residents according to the resident cardiovascular prevention grading data, and carrying out cardiovascular prevention strategy recommendation on the residents by obtaining the resident cardiovascular prevention grading data, so that the pertinence of the cardiovascular prevention recommendation strategy can be effectively improved.

Description

Technical Field

[0001] The present invention belongs to the field of medical health and relates to data analysis technology, specifically a method and system for recommending cardiovascular prevention strategies. Background Art

[0002] Cardiovascular disease refers to diseases that affect the heart and blood vessels, including coronary heart disease, hypertension, stroke, myocardial infarction, etc. These diseases are usually caused by blood circulation problems caused by vascular stenosis, thrombosis or blood vessel rupture. Cardiovascular disease is one of the leading causes of death worldwide. Prevention of cardiovascular disease includes maintaining a healthy lifestyle, regular physical examinations, controlling blood pressure and blood sugar levels, timely treatment and management of chronic diseases. Early detection, early intervention and active management are the key to preventing cardiovascular disease.

[0003] Existing cardiovascular prevention strategies have the following shortcomings: 1. Traditional cardiovascular prevention strategies are usually formulated based on demographic data and general recommendations, which fail to fully consider the unique characteristics and risk factors of each individual. Insufficient consideration of individual differences may lead to poor prevention effects. 2. Traditional cardiovascular prevention strategies often only monitor residents by comparing single data with calibrated indicators to screen for cardiovascular diseases. They lack periodicity and cannot effectively monitor the cyclical fluctuations of residents' cardiovascular monitoring indicators, resulting in a lack of accuracy and comprehensiveness in strategy recommendations.

[0004] To this end, we propose a method and system for recommending cardiovascular prevention strategies. Summary of the invention

[0005] In view of the deficiencies in the prior art, the object of the present invention is to provide a method and system for recommending cardiovascular prevention strategies. The present invention obtains a first cardiovascular induction coefficient based on obtaining the age range assignment of residents and the real-time BMI index benchmark difference of residents, obtains the average blood pressure health index of residents and the blood pressure stability index of residents and calculates them to obtain the second cardiovascular induction coefficient, obtains the average blood cholesterol content of residents, the stability index of the blood cholesterol content of residents, the average blood glucose content of residents and the stability index of the blood glucose content of residents and calculates them to obtain the third cardiovascular induction coefficient, evaluates the disease risk of residents according to the first cardiovascular induction coefficient, the second cardiovascular induction coefficient and the third cardiovascular induction coefficient, obtains the cardiovascular prevention grading data of residents, and recommends cardiovascular prevention strategies to residents according to the cardiovascular prevention grading data of residents.

[0006] In order to achieve the above object, the present invention adopts the following technical solution, a cardiovascular prevention strategy recommendation method comprises the following specific steps: Step P1: respectively obtaining the age range assignment of residents and the benchmark difference of the real-time BMI index of residents to obtain the first cardiovascular induction coefficient; Step P2: respectively obtaining the average blood pressure health index and the blood pressure stability index of the residents and calculating them to obtain the second cardiovascular induction coefficient, respectively obtaining the average blood cholesterol content of the residents, the stability index of the blood cholesterol content of the residents, the average blood sugar content of the residents and the stability index of the blood sugar content of the residents and calculating them to obtain the third cardiovascular induction coefficient; Step P3: assessing the disease risk of residents according to the first cardiovascular induction coefficient, the second cardiovascular induction coefficient and the third cardiovascular induction coefficient, respectively, and obtaining cardiovascular prevention grading data of residents; Step P4: Recommend cardiovascular prevention strategies to residents based on their cardiovascular prevention grading data.

[0007] Furthermore, the step P1 further includes the following specific steps: Step P11: Obtain the resident age range assignment; The details are as follows: Step P111: Obtain the resident age value and the preset base age value, calculate the difference between the resident age value and the preset base age value, and take the absolute value of the calculated difference to obtain the resident age base difference; Step P112: respectively obtaining a first age benchmark difference threshold and a second age benchmark difference threshold, performing numerical comparison between the resident age benchmark difference and the first age benchmark difference threshold and the second age benchmark difference threshold, and performing interval parameter assignment on the resident age benchmark difference according to the numerical comparison result to obtain the resident age interval assignment; Step P12: Obtaining the real-time BMI index benchmark difference of residents; Step P13: Calculate the first cardiovascular induction coefficient by assigning the age range of residents and the benchmark difference of the real-time BMI index of residents; The first cardiovascular induction coefficient was calculated; Among them, Xdx1 is the first cardiovascular induction coefficient, BMIc is the real-time BMI index benchmark difference of residents, Nlf is the age range assignment of residents, a1 is the set proportional coefficient and a1 is greater than 0.

[0008] Furthermore, the step P112 further includes the following specific steps: Step P1121: When the resident age benchmark difference is greater than or equal to the first age benchmark difference threshold, the resident is judged to be in the first age zone, and G1 is used to assign parameters to the resident age benchmark difference; Step P1122: When the resident age benchmark difference is greater than the second age benchmark difference threshold and less than the first age benchmark difference threshold, the resident is judged to be in the second age zone, and G2 is used to assign parameters to the resident age benchmark difference; Step P1123: When the resident age benchmark difference is less than or equal to the second age benchmark difference threshold, the resident is judged to be in the third age zone, and G3 is used to assign parameters to the resident age benchmark difference.

[0009] Furthermore, the step P12 further includes the following specific steps: Step P121: obtaining the current height value of the resident, obtaining the real-time height value of the resident, obtaining the current weight value of the resident, obtaining the real-time weight value of the resident; Step P122: Calculate the resident's real-time height value and the resident's real-time weight value to obtain the resident's real-time BMI index; Calculate the real-time BMI index of residents; Among them, BMI is the real-time BMI index of residents, Tzs is the real-time weight value of residents, and Sgs is the real-time height value of residents; Step P123: obtaining a human body BMI reference range interval, obtaining a middle value of the human body BMI reference range interval, and obtaining a human body BMI reference; Step P124: Calculate the difference between the resident's real-time BMI index and the middle value of the human body BMI benchmark range, and then calculate the absolute value of the obtained difference to obtain the resident's real-time BMI index benchmark difference.

[0010] Furthermore, in step P2, the specific steps are as follows: Step P21: When screening the residents for trial indicators, obtain the time point corresponding to the current moment as the reference time point, obtain jm characteristic time points before the reference time point respectively, and arrange them in descending order according to the time difference between them and the reference time point, and mark the jm characteristic time points according to the arrangement order as j1th to jmth characteristic time points respectively; Step P22: obtaining a second cardiovascular induction coefficient; Step P23: Obtain a second cardiovascular induction coefficient.

[0011] Furthermore, the step P22 further includes the following specific steps: Step P221: Obtain the diastolic blood pressure value of the resident corresponding to the j1-th characteristic time point to obtain the characteristic diastolic blood pressure value; Step P222: Obtain the systolic blood pressure value of the resident corresponding to the j1-th characteristic time point to obtain the characteristic systolic blood pressure value; Step P223: respectively obtaining a human blood pressure systolic pressure reference range value and a human blood pressure diastolic pressure reference range value, respectively obtaining an interval intermediate value of the human blood pressure systolic pressure reference range value and a human blood pressure diastolic pressure reference range value, and obtaining a human blood pressure systolic pressure reference intermediate value and a human blood pressure diastolic pressure reference intermediate value; Step P224: Calculate the characteristic diastolic pressure value, the characteristic systolic pressure value, the human blood pressure systolic pressure benchmark intermediate value, and the human blood pressure diastolic pressure benchmark intermediate value to obtain the resident blood pressure health index corresponding to the jmth characteristic time point, and name it the first blood pressure health index; calculating a first blood pressure index; Among them, Xyz1 is the first blood pressure index, Szt is the characteristic diastolic pressure value, Szj is the middle value of the diastolic pressure benchmark of the human body, Sst is the characteristic systolic pressure value, and Ssj is the middle value of the systolic pressure benchmark of the human body; Step P225: Obtain the blood pressure health indexes of the residents corresponding to the j2th to jmth characteristic time points respectively, to obtain the j2th to jmth blood pressure health indexes; Step P226: Calculate the average of the blood pressure health indexes from j1 to jm to obtain the average blood pressure health index of the residents; Step P227: Calculate the variance of the j1th to jmth blood pressure health indexes to obtain the resident blood pressure stability index; Step P228: Calculate the average value of the residents' blood pressure health index and the residents' blood pressure stability index to obtain a second cardiovascular induction coefficient; The second cardiovascular induction coefficient was calculated; Among them, Xdx2 is the second cardiovascular induction coefficient, Yyp is the average value of the residents' blood pressure health index, Xyw is the residents' blood pressure stability index, b1 is the set proportional coefficient and b1 is greater than 0.

[0012] Furthermore, the step P23 further includes the following specific steps: Step P231: respectively obtaining the total cholesterol content in the unit blood corresponding to the j1th to jmth characteristic time points, and obtaining the j1th to jmth total cholesterol content; Step P232: Calculate the average of the total cholesterol content from j1 to jm to obtain the average cholesterol content of the residents' blood; Step P233: Calculate the variance of the total cholesterol content from j1th to jmth to obtain the stability index of the blood cholesterol content of residents; Step P234: respectively obtaining the blood glucose content in the unit blood corresponding to the j1th to jmth characteristic time points, and obtaining the j1th to jmth blood glucose content; Step P235: Calculate the average of the blood sugar levels from j1th to jmth to obtain the average blood sugar level of the residents; Step P236: Calculate the variance of the blood sugar content from j1th to jmth to obtain the blood sugar content stability index of the residents; Step P237: Calculate the average blood cholesterol content of residents, the stability index of the blood cholesterol content of residents, the average blood glucose content of residents, and the stability index of the blood glucose content of residents to obtain a third cardiovascular induction coefficient; The third cardiovascular induction coefficient was calculated; Among them, Xdx3 is the third cardiovascular induction coefficient, Dcp is the average cholesterol content in the blood of residents, Dgw is the stability index of the cholesterol content in the blood of residents, Xtp is the average blood glucose content in the blood of residents, Xtw is the stability index of the blood glucose content in the blood of residents, c1 and c2 are both set proportional coefficients, and c1 and c2 are both greater than 0.

[0013] Furthermore, the step P3 is specifically as follows: Step P31: respectively obtaining a first cardiovascular induction coefficient, a second cardiovascular induction coefficient, and a third cardiovascular induction coefficient; Step P32: Calculating the first cardiovascular induction coefficient, the second cardiovascular induction coefficient, and the third cardiovascular induction coefficient to obtain a cardiovascular prevention reference coefficient for residents; Calculate the cardiovascular prevention reference coefficients for residents; Among them, Jxc is the reference coefficient for cardiovascular prevention of residents, Xdx1 is the first cardiovascular induction coefficient, Xdx2 is the second cardiovascular induction coefficient, Xdx3 is the third cardiovascular induction coefficient, s1 and s2 are both set proportional coefficients and both s1 and s2 are greater than 0; Step P33: obtaining the threshold value of the cardiovascular prevention reference coefficient of residents, comparing the cardiovascular prevention reference coefficient of residents with the threshold value of the cardiovascular prevention reference coefficient of residents, and obtaining the cardiovascular prevention graded data of residents; The step P33 further includes the following specific steps: Step P331: respectively obtaining a first cardiovascular induction coefficient threshold, a second cardiovascular induction coefficient threshold, and a third cardiovascular induction coefficient threshold; Step P332: Calculating the first cardiovascular induction coefficient threshold, the second cardiovascular induction coefficient threshold, and the third cardiovascular induction coefficient threshold to obtain a resident cardiovascular prevention reference coefficient threshold; Step P333: When the resident cardiovascular prevention reference coefficient is greater than or equal to the resident cardiovascular prevention reference coefficient threshold, it is determined that the resident is in the first cardiovascular disease prevention interval; Step P334: When the resident's cardiovascular prevention reference coefficient is less than the resident's cardiovascular prevention reference coefficient threshold, it is determined that the resident is in the second cardiovascular disease prevention interval.

[0014] Furthermore, the step P4 is specifically as follows: Step P41: Obtaining residents’ cardiovascular prevention classification data; Step P42: Formulate a first type of prevention strategy for residents in the first cardiovascular disease prevention zone; Step P43: Develop a second type of prevention strategy for residents in the second cardiovascular disease prevention zone.

[0015] A cardiovascular prevention strategy recommendation system, comprising a basic data module, a physiological index module, a risk assessment module and a strategy recommendation module; Basic data module: used to obtain and analyze basic physiological data of residents to obtain the first cardiovascular induction coefficient; Physiological index module: used to screen residents' physiological indexes periodically and obtain the second cardiovascular induction coefficient and the third cardiovascular induction coefficient; Risk assessment module: used to assess the disease risk of residents according to the first cardiovascular induction coefficient, the second cardiovascular induction coefficient and the third cardiovascular induction coefficient, and obtain the cardiovascular prevention classification data of residents; Strategy recommendation module: used to recommend cardiovascular prevention strategies to residents based on their cardiovascular prevention grading data.

[0016] In summary, due to the adoption of the above technical solution, the beneficial effects of the present invention are: 1. The present invention assesses the disease risk of residents based on the first cardiovascular induction coefficient, the second cardiovascular induction coefficient and the third cardiovascular induction coefficient, and obtains the cardiovascular prevention grading data of the residents to recommend cardiovascular prevention strategies to the residents, which can effectively improve the pertinence of the recommended cardiovascular prevention strategies; 2. The present invention can ensure the comprehensiveness and accuracy of the recommended group for cardiovascular prevention strategies by conducting comprehensive cardiovascular physiological index monitoring of patients in terms of height, weight, blood pressure, blood sugar, cholesterol, etc. BRIEF DESCRIPTION OF THE DRAWINGS

[0017] In order to facilitate understanding by those skilled in the art, the present invention is further described below with reference to the accompanying drawings.

[0018] Figure 1 It is a diagram of the implementation steps of the present invention; Figure 2 It is the overall system block diagram of the present invention. DETAILED DESCRIPTION

[0019] The technical solution of the present invention will be clearly and completely described below in conjunction with the embodiments. Obviously, the described embodiments are only part of the embodiments of the present invention, rather than 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.

[0020] Embodiment 1 See also Figure 2 , the present invention provides a technical solution: a cardiovascular prevention strategy recommendation system, comprising a basic data module, a physiological indicator module, a risk assessment module, a strategy recommendation module and a server, wherein the basic data module, the physiological indicator module, the risk assessment module and the strategy recommendation module are respectively connected to the server; The basic data module acquires and analyzes the basic physiological data of residents to obtain the first cardiovascular induction coefficient; The details are as follows: Obtaining the resident age value and the preset base age value, calculating the difference between the resident age value and the preset base age value, taking the absolute value of the calculated difference to obtain the resident age base difference; Obtaining a first age benchmark difference threshold and a second age benchmark difference threshold respectively, performing numerical comparison between the resident age benchmark difference and the first age benchmark difference threshold and the second age benchmark difference threshold, and assigning interval parameters to the resident age benchmark difference according to the numerical comparison result to obtain the resident age interval assignment; The details are as follows: When the resident age base difference is greater than or equal to the first age base difference threshold, the resident is judged to be in the first age area, and G1 is used to assign parameters to the resident age base difference; When the resident age base difference is greater than the second age base difference threshold and less than the first age base difference threshold, the resident is judged to be in the second age zone, and G2 is used to assign parameters to the resident age base difference; When the resident age base difference is less than or equal to the second age base difference threshold, the resident is judged to be in the third age zone, and G3 is used to assign parameters to the resident age base difference; It should be noted here that: In the present application, the first age reference difference threshold is greater than the second age reference difference threshold, G1 is greater than G2 is greater than G3, and G1, G2 and G3 are all greater than 0; Get the current height value of the resident, get the real-time height value of the resident, get the current weight value of the resident, get the real-time weight value of the resident; The real-time BMI index of residents is obtained by calculating the real-time height value and the real-time weight value of residents; Calculate the real-time BMI index of residents. The specific formula is as follows: ; Among them, BMI is the real-time BMI index of residents, Tzs is the real-time weight value of residents, and Sgs is the real-time height value of residents; Obtain a human body BMI reference range interval, obtain a middle value of the human body BMI reference range interval, and obtain a human body BMI reference; Calculate the difference between the resident's real-time BMI index and the middle value of the human body's BMI benchmark range, and then calculate the absolute value of the obtained difference to obtain the resident's real-time BMI index benchmark difference; It should be noted here that: If there are two middle values ​​in the human BMI benchmark range, take the average of the two middle values; The first cardiovascular induction coefficient is obtained by calculating the age range assignment of residents and the benchmark difference of the residents' real-time BMI index; The first cardiovascular induction coefficient is calculated, and the specific formula is configured as follows: ; Among them, Xdx1 is the first cardiovascular induction coefficient, BMIc is the real-time BMI index benchmark difference of residents, Nlf is the age range assignment of residents, a1 is the set proportional coefficient and a1 is greater than 0; The basic data module acquires the first cardiovascular induction coefficient and transmits it to the risk assessment module; The physiological index module performs periodic physiological index screening on residents to obtain the second cardiovascular induction coefficient and the third cardiovascular induction coefficient; The details are as follows: When screening the physiological indicators of residents, the time point corresponding to the current moment is obtained as the reference time point, and the jm characteristic time points before the reference time point are obtained respectively, and they are arranged in descending order according to the time difference with the reference time point, and the jm characteristic time points according to the arrangement order are marked as j1th to jmth characteristic time points respectively; It should be noted here that: The jm involved here specifically refers to the quantity value corresponding to the reference time point, and jm is an integer greater than 0; In this application, the feature time point farthest from the reference time point is the j1th feature time point, and the feature time point closest to the reference time point is the jmth feature time point; Obtain the diastolic blood pressure value of the resident corresponding to the j1th characteristic time point to obtain the characteristic diastolic blood pressure value; Obtain the systolic blood pressure value of the resident corresponding to the j1th characteristic time point to obtain the characteristic systolic blood pressure value; Obtaining a human blood pressure systolic pressure reference range value and a human blood pressure diastolic pressure reference range value, respectively, obtaining a human blood pressure systolic pressure reference range value and a human blood pressure diastolic pressure reference range value, respectively, obtaining a human blood pressure systolic pressure reference middle value and a human blood pressure diastolic pressure reference middle value; It should be noted here that: In this application, if the human body blood pressure systolic pressure reference middle value and the human body blood pressure diastolic pressure reference middle value are specifically the average of the interval power-offs; The characteristic diastolic pressure value, the characteristic systolic pressure value, the human blood pressure systolic pressure benchmark intermediate value and the human blood pressure diastolic pressure benchmark intermediate value are calculated to obtain the resident blood pressure health index corresponding to the jmth characteristic time point, and the index is named the first blood pressure health index; The first blood pressure index is calculated, and the specific formula is configured as follows: ; Among them, Xyz1 is the first blood pressure index, Szt is the characteristic diastolic pressure value, Szj is the middle value of the diastolic pressure benchmark of the human body, Sst is the characteristic systolic pressure value, and Ssj is the middle value of the systolic pressure benchmark of the human body; The blood pressure health indexes of the residents corresponding to the j2th to jmth characteristic time points are obtained respectively, and the blood pressure health indexes of the j2th to jmth are obtained; The blood pressure health indexes from j1 to jm are calculated by averaging to obtain the average blood pressure health index of residents; The variance of the blood pressure health index from j1 to jm is calculated to obtain the blood pressure stability index of residents; The average blood pressure health index of residents and the blood pressure stability index of residents are calculated to obtain the second cardiovascular induction coefficient; The second cardiovascular induction coefficient is calculated, and the specific formula is configured as follows: ; Among them, Xdx2 is the second cardiovascular induction coefficient, Yyp is the average value of residents' blood pressure health index, Xyw is the residents' blood pressure stability index, b1 is the set proportional coefficient and b1 is greater than 0; Respectively obtain the total cholesterol content in the unit blood corresponding to the j1th to jmth characteristic time points to obtain the j1th to jmth total cholesterol content; Calculate the average total cholesterol content from j1 to jm to obtain the average cholesterol content in the blood of residents; Calculate the variance of total cholesterol content from j1 to jm to obtain the stability index of blood cholesterol content of residents; Respectively obtain the blood glucose content in the unit blood corresponding to the j1th to jmth characteristic time points to obtain the j1th to jmth blood glucose content; Calculate the average blood sugar content from j1 to jm to obtain the average blood sugar content of the residents; Calculate the variance of blood sugar content from j1th to jmth to obtain the stability index of blood sugar content of residents; It should be noted here that: In this application, the medical field that is considered mainly focuses on the cardiovascular field. Among the human health indicators, the cholesterol content and blood sugar content in the blood are relatively low, have no significant impact on the cardiovascular system, and have relatively few clinical manifestations in cardiovascular residents, so they are not specifically limited here; The third cardiovascular induction coefficient is obtained by calculating the average blood cholesterol content of residents, the stability index of blood cholesterol content of residents, the average blood glucose content of residents and the stability index of blood glucose content of residents; The third cardiovascular induction coefficient is calculated, and the specific formula is configured as follows: ; Among them, Xdx3 is the third cardiovascular induction coefficient, Dcp is the average cholesterol content of residents' blood, Dgw is the stability index of residents' blood cholesterol content, Xtp is the average blood glucose content of residents' blood, Xtw is the stability index of residents' blood glucose content, c1 and c2 are both set proportional coefficients, and c1 and c2 are both greater than 0; The victory index module obtains the second cardiovascular induction coefficient and the third cardiovascular induction coefficient and transmits them to the risk assessment module; The risk assessment module assesses the disease risk of residents according to the first cardiovascular induction coefficient, the second cardiovascular induction coefficient and the third cardiovascular induction coefficient, and obtains the cardiovascular prevention classification data of residents; respectively obtaining a first cardiovascular induction coefficient, a second cardiovascular induction coefficient, and a third cardiovascular induction coefficient; The first cardiovascular induction coefficient, the second cardiovascular induction coefficient and the third cardiovascular induction coefficient are calculated to obtain the cardiovascular prevention reference coefficient for residents; The reference coefficient for cardiovascular prevention of residents is calculated, and the specific formula is configured as follows: ; Among them, Jxc is the reference coefficient for cardiovascular prevention of residents, Xdx1 is the first cardiovascular induction coefficient, Xdx2 is the second cardiovascular induction coefficient, Xdx3 is the third cardiovascular induction coefficient, s1 and s2 are both set proportional coefficients and both s1 and s2 are greater than 0; Obtain the threshold value of the cardiovascular prevention reference coefficient of residents, compare the cardiovascular prevention reference coefficient of residents with the threshold value of the cardiovascular prevention reference coefficient of residents, and obtain the cardiovascular prevention grading data of residents; The reference coefficient thresholds for cardiovascular prevention of residents are obtained as follows: respectively obtaining a first cardiovascular induction coefficient threshold, a second cardiovascular induction coefficient threshold, and a third cardiovascular induction coefficient threshold; The first cardiovascular induction coefficient threshold, the second cardiovascular induction coefficient threshold and the third cardiovascular induction coefficient threshold are calculated to obtain the cardiovascular prevention reference coefficient threshold for residents; The reference coefficient threshold for cardiovascular prevention of residents is calculated, and the specific formula is configured as follows: ; Among them, Jxcy is the reference coefficient threshold for cardiovascular prevention of residents, Xdxy1 is the first cardiovascular induction coefficient threshold, Xdxy2 is the second cardiovascular induction coefficient threshold, Xdxy3 is the third cardiovascular induction coefficient threshold, s1 and s2 are both set proportional coefficients and s1 and s2 are both greater than 0; The numerical comparison process is as follows: When the resident cardiovascular prevention reference coefficient is greater than or equal to the resident cardiovascular prevention reference coefficient threshold, the resident is judged to be in the first cardiovascular disease prevention interval; When the resident cardiovascular prevention reference coefficient is less than the resident cardiovascular prevention reference coefficient threshold, the resident is judged to be in the second cardiovascular disease prevention interval; It should be noted here that: Residents corresponding to the first cardiovascular disease prevention interval have a greater risk of cardiovascular disease than residents corresponding to the second cardiovascular disease prevention interval; The risk assessment module obtains the cardiovascular prevention classification data of residents and transmits it to the strategy recommendation module; The strategy recommendation module recommends cardiovascular prevention strategies to residents based on their cardiovascular prevention grading data; Obtain the cardiovascular prevention classification data of residents; For residents in the first cardiovascular disease prevention zone, the first type of prevention strategy is formulated for them; Develop a second type of prevention strategy for residents in the second cardiovascular disease prevention zone; It should be noted here that: In this application, the first type of prevention strategy includes preventive measures such as controlling the intake of saturated fat and cholesterol in the diet, increasing the intake of high-fiber foods such as fruits, vegetables, and whole grains, paying close attention to blood pressure, blood lipids, blood sugar and other indicators, and regularly conducting cardiovascular health assessments and related tests; The second type of prevention strategy includes preventive measures such as maintaining moderate exercise, good eating habits and good sleep quality, avoiding bad habits such as tobacco use, excessive drinking, high-salt and high-sugar diet, and controlling weight.

[0021] In this application, if corresponding calculation formulas appear, the above calculation formulas are all dimensionless and take their numerical calculations. The weight coefficients, proportional coefficients and other coefficients in the formulas are set to a result value obtained by quantifying each parameter. The size of the weight coefficient and the proportional coefficient can be determined as long as it does not affect the proportional relationship between the parameter and the result value.

[0022] Embodiment 2 See also Figure 1 Based on another concept of the same invention, a method for recommending cardiovascular prevention strategies is proposed, comprising the following steps: Step P1: Acquire and analyze basic physiological data of residents to obtain the first cardiovascular induction coefficient; The details are as follows: Step P11: Obtain the resident age range assignment; The details are as follows: Step P111: Obtain the resident age value and the preset base age value, calculate the difference between the resident age value and the preset base age value, and take the absolute value of the calculated difference to obtain the resident age base difference; Step P112: respectively obtaining a first age benchmark difference threshold and a second age benchmark difference threshold, performing numerical comparison between the resident age benchmark difference and the first age benchmark difference threshold and the second age benchmark difference threshold, and performing interval parameter assignment on the resident age benchmark difference according to the numerical comparison result to obtain the resident age interval assignment; The step P112 further includes the following specific steps: Step P1121: When the resident age benchmark difference is greater than or equal to the first age benchmark difference threshold, the resident is judged to be in the first age zone, and G1 is used to assign parameters to the resident age benchmark difference; Step P1122: When the resident age benchmark difference is greater than the second age benchmark difference threshold and less than the first age benchmark difference threshold, the resident is judged to be in the second age zone, and G2 is used to assign parameters to the resident age benchmark difference; Step P1123: When the resident age base difference is less than or equal to the second age base difference threshold, the resident is judged to be in the third age zone, and G3 is used to assign parameters to the resident age base difference; Step P12: Obtaining the real-time BMI index benchmark difference of residents; The step P12 further includes the following specific steps: Step P121: obtaining the current height value of the resident, obtaining the real-time height value of the resident, obtaining the current weight value of the resident, obtaining the real-time weight value of the resident; Step P122: Calculate the resident's real-time height value and the resident's real-time weight value to obtain the resident's real-time BMI index; Calculate the real-time BMI index of residents. The specific formula is as follows: ; Among them, BMI is the real-time BMI index of residents, Tzs is the real-time weight value of residents, and Sgs is the real-time height value of residents; Step P123: obtaining a human body BMI reference range interval, obtaining a middle value of the human body BMI reference range interval, and obtaining a human body BMI reference; Step P124: Calculate the difference between the resident's real-time BMI index and the middle value of the human body BMI reference range, and then calculate the absolute value of the obtained difference to obtain the resident's real-time BMI index reference difference; Step P13: Calculate the first cardiovascular induction coefficient by assigning the age range of residents and the benchmark difference of the real-time BMI index of residents; The first cardiovascular induction coefficient is calculated, and the specific formula is configured as follows: ; Among them, Xdx1 is the first cardiovascular induction coefficient, BMIc is the real-time BMI index benchmark difference of residents, Nlf is the age range assignment of residents, a1 is the set proportional coefficient and a1 is greater than 0; Step P2: Conduct periodic physiological index screening on residents to obtain the second cardiovascular induction coefficient and the third cardiovascular induction coefficient; Step P21: When screening the residents for trial indicators, obtain the time point corresponding to the current moment as the reference time point, obtain jm characteristic time points before the reference time point respectively, and arrange them in descending order according to the time difference between them and the reference time point, and mark the jm characteristic time points according to the arrangement order as j1th to jmth characteristic time points respectively; Step P22: obtaining a second cardiovascular induction coefficient; The step P22 further includes the following specific steps: Step P221: Obtain the diastolic blood pressure value of the resident corresponding to the j1-th characteristic time point to obtain the characteristic diastolic blood pressure value; Step P222: Obtain the systolic blood pressure value of the resident corresponding to the j1-th characteristic time point to obtain the characteristic systolic blood pressure value; Step P223: respectively obtaining a human blood pressure systolic pressure reference range value and a human blood pressure diastolic pressure reference range value, respectively obtaining an interval intermediate value of the human blood pressure systolic pressure reference range value and a human blood pressure diastolic pressure reference range value, and obtaining a human blood pressure systolic pressure reference intermediate value and a human blood pressure diastolic pressure reference intermediate value; Step P224: Calculate the characteristic diastolic pressure value, the characteristic systolic pressure value, the human blood pressure systolic pressure benchmark intermediate value, and the human blood pressure diastolic pressure benchmark intermediate value to obtain the resident blood pressure health index corresponding to the jmth characteristic time point, and name it the first blood pressure health index; The first blood pressure index is calculated, and the specific formula is configured as follows: ; Among them, Xyz1 is the first blood pressure index, Szt is the characteristic diastolic pressure value, Szj is the middle value of the diastolic pressure benchmark of the human body, Sst is the characteristic systolic pressure value, and Ssj is the middle value of the systolic pressure benchmark of the human body; Step P225: Obtain the blood pressure health indexes of the residents corresponding to the j2th to jmth characteristic time points respectively, to obtain the j2th to jmth blood pressure health indexes; Step P226: Calculate the average of the blood pressure health indexes from j1 to jm to obtain the average blood pressure health index of the residents; Step P227: Calculate the variance of the j1th to jmth blood pressure health indexes to obtain the resident blood pressure stability index; Step P228: Calculate the average value of the residents' blood pressure health index and the residents' blood pressure stability index to obtain a second cardiovascular induction coefficient; The second cardiovascular induction coefficient is calculated, and the specific formula is configured as follows: ; Among them, Xdx2 is the second cardiovascular induction coefficient, Yyp is the average value of residents' blood pressure health index, Xyw is the residents' blood pressure stability index, b1 is the set proportional coefficient and b1 is greater than 0; Step P23: obtaining a second cardiovascular induction coefficient; The step P23 further includes the following specific steps: Step P231: respectively obtaining the total cholesterol content in the unit blood corresponding to the j1th to jmth characteristic time points, and obtaining the j1th to jmth total cholesterol content; Step P232: Calculate the average of the total cholesterol content from j1 to jm to obtain the average cholesterol content of the residents' blood; Step P233: Calculate the variance of the total cholesterol content from j1th to jmth to obtain the stability index of the blood cholesterol content of residents; Step P234: respectively obtaining the blood glucose content in the unit blood corresponding to the j1th to jmth characteristic time points, and obtaining the j1th to jmth blood glucose content; Step P235: Calculate the average of the blood sugar levels from j1th to jmth to obtain the average blood sugar level of the residents; Step P236: Calculate the variance of the blood sugar content from j1th to jmth to obtain the blood sugar content stability index of the residents; Step P237: Calculate the average blood cholesterol content of residents, the stability index of the blood cholesterol content of residents, the average blood glucose content of residents, and the stability index of the blood glucose content of residents to obtain a third cardiovascular induction coefficient; The third cardiovascular induction coefficient is calculated, and the specific formula is configured as follows: ; Among them, Xdx3 is the third cardiovascular induction coefficient, Dcp is the average cholesterol content of residents' blood, Dgw is the stability index of residents' blood cholesterol content, Xtp is the average blood glucose content of residents' blood, Xtw is the stability index of residents' blood glucose content, c1 and c2 are both set proportional coefficients, and c1 and c2 are both greater than 0; Step P3: assessing the disease risk of residents according to the first cardiovascular induction coefficient, the second cardiovascular induction coefficient and the third cardiovascular induction coefficient, respectively, and obtaining cardiovascular prevention grading data of residents; Step P31: respectively obtaining a first cardiovascular induction coefficient, a second cardiovascular induction coefficient, and a third cardiovascular induction coefficient; Step P32: Calculating the first cardiovascular induction coefficient, the second cardiovascular induction coefficient, and the third cardiovascular induction coefficient to obtain a cardiovascular prevention reference coefficient for residents; The reference coefficient for cardiovascular prevention of residents is calculated, and the specific formula is configured as follows: ; Among them, Jxc is the reference coefficient for cardiovascular prevention of residents, Xdx1 is the first cardiovascular induction coefficient, Xdx2 is the second cardiovascular induction coefficient, Xdx3 is the third cardiovascular induction coefficient, s1 and s2 are both set proportional coefficients and both s1 and s2 are greater than 0; Step P33: obtaining the threshold value of the cardiovascular prevention reference coefficient of residents, comparing the cardiovascular prevention reference coefficient of residents with the threshold value of the cardiovascular prevention reference coefficient of residents, and obtaining the cardiovascular prevention graded data of residents; The step P33 further includes the following specific steps: Step P331: respectively obtaining a first cardiovascular induction coefficient threshold, a second cardiovascular induction coefficient threshold, and a third cardiovascular induction coefficient threshold; Step P332: Calculating the first cardiovascular induction coefficient threshold, the second cardiovascular induction coefficient threshold, and the third cardiovascular induction coefficient threshold to obtain a resident cardiovascular prevention reference coefficient threshold; Step P333: When the resident cardiovascular prevention reference coefficient is greater than or equal to the resident cardiovascular prevention reference coefficient threshold, it is determined that the resident is in the first cardiovascular disease prevention interval; Step P334: when the resident cardiovascular prevention reference coefficient is less than the resident cardiovascular prevention reference coefficient threshold, it is determined that the resident is in the second cardiovascular disease prevention interval; Step P4: Recommend cardiovascular prevention strategies to residents based on their cardiovascular prevention classification data; Step P41: Obtaining residents’ cardiovascular prevention classification data; Step P42: Formulate a first type of prevention strategy for residents in the first cardiovascular disease prevention zone; Step P43: Develop a second type of prevention strategy for residents in the second cardiovascular disease prevention zone.

[0023] The preferred embodiments of the present invention disclosed above are only used to help explain the present invention. The preferred embodiments do not describe all the details in detail, nor do they limit the invention to only specific implementation methods. Obviously, many modifications and changes can be made according to the content of this specification. This specification selects and specifically describes these embodiments in order to better explain the principles and practical applications of the present invention, so that those skilled in the art can understand and use the present invention well. The present invention is limited only by the claims and their full scope and equivalents.

Claims

1. A method for recommending cardiovascular prevention strategies, characterized in that: include: Step P1: respectively obtaining the age range assignment of residents and the benchmark difference of the real-time BMI index of residents to obtain the first cardiovascular induction coefficient; Step P2: respectively obtaining the average blood pressure health index and the blood pressure stability index of the residents and calculating them to obtain the second cardiovascular induction coefficient, respectively obtaining the average blood cholesterol content of the residents, the stability index of the blood cholesterol content of the residents, the average blood sugar content of the residents and the stability index of the blood sugar content of the residents and calculating them to obtain the third cardiovascular induction coefficient; Step P3: assessing the disease risk of residents according to the first cardiovascular induction coefficient, the second cardiovascular induction coefficient and the third cardiovascular induction coefficient, respectively, and obtaining cardiovascular prevention grading data of residents; Step P4: Recommend cardiovascular prevention strategies to residents based on their cardiovascular prevention grading data.

2. A cardiovascular prevention strategy recommendation method according to claim 1, characterized in that: The step P1 further includes the following specific steps: Step P11: Obtain the resident age range assignment; The details are as follows: Step P111: Obtain the resident age value and the preset base age value, calculate the difference between the resident age value and the preset base age value, and take the absolute value of the calculated difference to obtain the resident age base difference; Step P112: respectively obtaining a first age benchmark difference threshold and a second age benchmark difference threshold, performing numerical comparison between the resident age benchmark difference and the first age benchmark difference threshold and the second age benchmark difference threshold, and performing interval parameter assignment on the resident age benchmark difference according to the numerical comparison result to obtain the resident age interval assignment; Step P12: Obtaining the real-time BMI index benchmark difference of residents; Step P13: Calculate the first cardiovascular induction coefficient by assigning the age range of residents and the benchmark difference of the real-time BMI index of residents; Calculate the first cardiovascular induction coefficient; Among them, Xdx1 is the first cardiovascular induction coefficient, BMIc is the real-time BMI index benchmark difference of residents, Nlf is the age range assignment of residents, a1 is the set proportional coefficient and a1 is greater than 0.

3. A cardiovascular prevention strategy recommendation method according to claim 2, characterized in that: The step P112 further includes the following specific steps: Step P1121: When the resident age benchmark difference is greater than or equal to the first age benchmark difference threshold, the resident is judged to be in the first age zone, and G1 is used to assign parameters to the resident age benchmark difference; Step P1122: When the resident age benchmark difference is greater than the second age benchmark difference threshold and less than the first age benchmark difference threshold, the resident is judged to be in the second age zone, and G2 is used to assign parameters to the resident age benchmark difference; Step P1123: When the resident age benchmark difference is less than or equal to the second age benchmark difference threshold, the resident is judged to be in the third age zone, and G3 is used to assign parameters to the resident age benchmark difference.

4. A cardiovascular prevention strategy recommendation method according to claim 2, characterized in that: The step P12 further includes the following specific steps: Step P121: obtaining the current height value of the resident, obtaining the real-time height value of the resident, obtaining the current weight value of the resident, obtaining the real-time weight value of the resident; Step P122: Calculate the resident's real-time height value and the resident's real-time weight value to obtain the resident's real-time BMI index; Calculate the real-time BMI index of residents; Among them, BMI is the real-time BMI index of residents, Tzs is the real-time weight value of residents, and Sgs is the real-time height value of residents; Step P123: obtaining a human body BMI reference range interval, obtaining a middle value of the human body BMI reference range interval, and obtaining a human body BMI reference; Step P124: Calculate the difference between the resident's real-time BMI index and the middle value of the human body BMI benchmark range, and then calculate the absolute value of the obtained difference to obtain the resident's real-time BMI index benchmark difference.

5. A cardiovascular prevention strategy recommendation method according to claim 1, characterized in that: In the step P2, the details are as follows: Step P21: When screening the residents for trial indicators, obtain the time point corresponding to the current moment as the reference time point, obtain jm characteristic time points before the reference time point respectively, and arrange them in descending order according to the time difference between them and the reference time point, and mark the jm characteristic time points according to the arrangement order as j1th to jmth characteristic time points respectively; Step P22: obtaining a second cardiovascular induction coefficient; Step P23: Obtain a second cardiovascular induction coefficient.

6. A cardiovascular prevention strategy recommendation method according to claim 5, characterized in that: The step P22 further includes the following specific steps: Step P221: Obtain the diastolic blood pressure value of the resident corresponding to the j1-th characteristic time point to obtain the characteristic diastolic blood pressure value; Step P222: Obtain the systolic blood pressure value of the resident corresponding to the j1-th characteristic time point to obtain the characteristic systolic blood pressure value; Step P223: respectively obtaining a human blood pressure systolic pressure reference range value and a human blood pressure diastolic pressure reference range value, respectively obtaining an interval intermediate value of the human blood pressure systolic pressure reference range value and a human blood pressure diastolic pressure reference range value, and obtaining a human blood pressure systolic pressure reference intermediate value and a human blood pressure diastolic pressure reference intermediate value; Step P224: Calculate the characteristic diastolic pressure value, the characteristic systolic pressure value, the human blood pressure systolic pressure benchmark intermediate value, and the human blood pressure diastolic pressure benchmark intermediate value to obtain the resident blood pressure health index corresponding to the jmth characteristic time point, and name it the first blood pressure health index; calculating a first blood pressure index; Among them, Xyz1 is the first blood pressure index, Szt is the characteristic diastolic pressure value, Szj is the middle value of the diastolic pressure benchmark of the human body, Sst is the characteristic systolic pressure value, and Ssj is the middle value of the systolic pressure benchmark of the human body; Step P225: Obtain the blood pressure health indexes of the residents corresponding to the j2th to jmth characteristic time points respectively, to obtain the j2th to jmth blood pressure health indexes; Step P226: Calculate the average of the blood pressure health indexes from j1 to jm to obtain the average blood pressure health index of the residents; Step P227: Calculate the variance of the j1th to jmth blood pressure health indexes to obtain the resident blood pressure stability index; Step P228: Calculate the average value of the residents' blood pressure health index and the residents' blood pressure stability index to obtain a second cardiovascular induction coefficient; The second cardiovascular induction coefficient was calculated; Among them, Xdx2 is the second cardiovascular induction coefficient, Yyp is the average value of the residents' blood pressure health index, Xyw is the residents' blood pressure stability index, b1 is the set proportional coefficient and b1 is greater than 0.

7. A cardiovascular prevention strategy recommendation method according to claim 5, characterized in that: The step P23 further includes the following specific steps: Step P231: respectively obtaining the total cholesterol content in the unit blood corresponding to the j1th to jmth characteristic time points, and obtaining the j1th to jmth total cholesterol content; Step P232: Calculate the average of the total cholesterol content from j1 to jm to obtain the average cholesterol content of the residents' blood; Step P233: Calculate the variance of the total cholesterol content from j1th to jmth to obtain the stability index of the blood cholesterol content of residents; Step P234: respectively obtaining the blood glucose content in the unit blood corresponding to the j1th to jmth characteristic time points, and obtaining the j1th to jmth blood glucose content; Step P235: Calculate the average of the blood sugar levels from j1th to jmth to obtain the average blood sugar level of the residents; Step P236: Calculate the variance of the blood sugar content from j1th to jmth to obtain the blood sugar content stability index of the residents; Step P237: Calculate the average blood cholesterol content of residents, the stability index of the blood cholesterol content of residents, the average blood glucose content of residents, and the stability index of the blood glucose content of residents to obtain a third cardiovascular induction coefficient; The third cardiovascular induction coefficient was calculated; Among them, Xdx3 is the third cardiovascular induction coefficient, Dcp is the average cholesterol content in the blood of residents, Dgw is the stability index of the cholesterol content in the blood of residents, Xtp is the average blood glucose content in the blood of residents, Xtw is the stability index of the blood glucose content in the blood of residents, c1 and c2 are both set proportional coefficients, and c1 and c2 are both greater than 0.

8. A cardiovascular prevention strategy recommendation method according to claim 1, characterized in that: The step P3 is specifically as follows: Step P31: respectively obtaining a first cardiovascular induction coefficient, a second cardiovascular induction coefficient, and a third cardiovascular induction coefficient; Step P32: Calculating the first cardiovascular induction coefficient, the second cardiovascular induction coefficient, and the third cardiovascular induction coefficient to obtain a cardiovascular prevention reference coefficient for residents; Calculate the cardiovascular prevention reference coefficients for residents; Among them, Jxc is the reference coefficient for cardiovascular prevention of residents, Xdx1 is the first cardiovascular induction coefficient, Xdx2 is the second cardiovascular induction coefficient, Xdx3 is the third cardiovascular induction coefficient, s1 and s2 are both set proportional coefficients and both s1 and s2 are greater than 0; Step P33: obtaining the threshold value of the cardiovascular prevention reference coefficient of residents, comparing the cardiovascular prevention reference coefficient of residents with the threshold value of the cardiovascular prevention reference coefficient of residents, and obtaining the cardiovascular prevention graded data of residents; The step P33 further includes the following specific steps: Step P331: respectively obtaining a first cardiovascular induction coefficient threshold, a second cardiovascular induction coefficient threshold, and a third cardiovascular induction coefficient threshold; Step P332: Calculating the first cardiovascular induction coefficient threshold, the second cardiovascular induction coefficient threshold, and the third cardiovascular induction coefficient threshold to obtain a resident cardiovascular prevention reference coefficient threshold; Step P333: When the resident cardiovascular prevention reference coefficient is greater than or equal to the resident cardiovascular prevention reference coefficient threshold, it is determined that the resident is in the first cardiovascular disease prevention interval; Step P334: When the resident's cardiovascular prevention reference coefficient is less than the resident's cardiovascular prevention reference coefficient threshold, it is determined that the resident is in the second cardiovascular disease prevention interval.

9. A cardiovascular prevention strategy recommendation method according to claim 1, characterized in that: The step P4 is specifically as follows: Step P41: Obtaining residents’ cardiovascular prevention classification data; Step P42: Formulate a first type of prevention strategy for residents in the first cardiovascular disease prevention zone; Step P43: Develop a second type of prevention strategy for residents in the second cardiovascular disease prevention zone.

10. A cardiovascular prevention strategy recommendation system, applicable to a cardiovascular prevention strategy recommendation method according to any one of claims 1 to 9, characterized in that: The recommendation system includes a basic data module, a physiological indicator module, a risk assessment module and a strategy recommendation module; Basic data module: used to obtain and analyze basic physiological data of residents to obtain the first cardiovascular induction coefficient; Physiological index module: used to screen residents' physiological indexes periodically and obtain the second cardiovascular induction coefficient and the third cardiovascular induction coefficient; Risk assessment module: used to assess the disease risk of residents according to the first cardiovascular induction coefficient, the second cardiovascular induction coefficient and the third cardiovascular induction coefficient, and obtain the cardiovascular prevention classification data of residents; Strategy recommendation module: used to recommend cardiovascular prevention strategies to residents based on their cardiovascular prevention grading data.

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