Health data management method and system for postpartum rehabilitation
Through phased sign indicator collection and dynamic rehabilitation plan adjustment, the frequent examination problems caused by changes in sign indicators during the rehabilitation period of mothers are solved, the personalization and efficiency of the rehabilitation plan is achieved, and abnormal detection and warning mechanisms are provided to ensure that mothers are rehabilitated. Safety.
Patent Information
- Application Number
- CN202411570444.9
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-11-06
- Publication Date
- 2025-02-14
- Estimated Expiration
- Not applicable · inactive patent
AI Technical Summary
It is difficult to collect different sign indicators and formulate rehabilitation plans based on different sign indicators during the rehabilitation period of the mother, resulting in frequent large number of sign indicator examinations for the mother, affecting the personalization and applicability of the rehabilitation plan.
Through phased sign indicator collection and analysis, dynamic adjustment of rehabilitation plans, abnormal detection and immediate warning, accurate collection of sign indicators for mothers during different periods of rehabilitation and personalized formulation of rehabilitation plans.
It avoids frequent large number of sign indicator examinations for mothers, improves rehabilitation efficiency, and can issue immediate warnings when abnormal indicators occur during the rehabilitation period, providing strong guarantees for the rehabilitation safety of mothers.
Smart Images

Figure CN119446386A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the technical field of health data management, and in particular to a health data management method and system for postpartum rehabilitation. Background Art
[0002] With the continuous advancement of modern medical technology, postpartum rehabilitation has become an important part of restoring the health of mothers. Traditional postpartum rehabilitation methods often rely on the subjective judgment of doctors and the self-feedback of mothers. This method is highly subjective and the rehabilitation effect is difficult to quantify and evaluate. In order to solve these problems, a variety of postpartum rehabilitation methods based on health data management have emerged in recent years. These methods provide mothers with more accurate and personalized rehabilitation plans by collecting and analyzing their physical signs.
[0003] At present, the Chinese invention patent with application number CN202310194417.5 discloses an obstetric rehabilitation data management method and system, the method comprising: obtaining the original sub-health data of the target patient, determining the expected postpartum rehabilitation data of the target patient based on the original sub-health data, generating a rehabilitation strategy formulated for the target patient based on the expected postpartum rehabilitation data, determining the target patient's collection data indicators at each rehabilitation stage based on the rehabilitation strategy and obtaining the indicator data in real time for storage and management. By determining the target patient's ideal postpartum rehabilitation data based on the sub-health data and then generating a rehabilitation strategy adapted to the target patient for data collection and management, the server can intelligently formulate a rehabilitation strategy for the patient based on the patient's actual physical condition, thereby improving the adaptability of the rehabilitation plan, while also avoiding the influence of human subjectivity and improving objectivity.
[0004] The above technology makes it difficult to collect different physical sign indicators and formulate rehabilitation plans according to different physical sign indicators at different stages of the maternal recovery period. It is difficult to avoid maternal frequent and large-scale physical sign indicator examinations, which affects the personalization and applicability of the rehabilitation plan. Summary of the invention
[0005] The technical problem solved by the present invention is that the above technology is difficult to collect different physical sign indicators and formulate rehabilitation plans according to different physical sign indicators in different periods of the mother's recovery period, and it is difficult to avoid the mother from frequently conducting a large number of physical sign indicator examinations, which affects the personalization and applicability of the rehabilitation plan.
[0006] In order to solve the above technical problems, the present invention provides the following technical solutions:
[0007] A health data management method for postpartum rehabilitation comprises the following steps:
[0008] Step S1, collecting the patient's current physical sign indicators once, obtaining a collection result, matching a rehabilitation plan set according to the collection result and outputting it as a first rehabilitation plan;
[0009] Step S2, performing secondary collection on the first-stage physical sign indicators corresponding to the input first rehabilitation plan, outputting them as second-stage physical sign indicators, analyzing the second-stage physical sign indicators, and outputting a first analysis result;
[0010] Step S3, matching the rehabilitation plan set according to the first analysis result and outputting it as a second rehabilitation plan, performing three collections according to the second rehabilitation plan, outputting it as a third-stage physical sign index and stopping the second collection, analyzing the third-stage physical sign index, and outputting a second analysis result;
[0011] Step S4, taking the second analysis result as a new input of step S3, repeating step S3 N times, obtaining the (N+2)th rehabilitation plan and the corresponding (N+2)th stage physical sign indicators, and stopping the rehabilitation plan when all the (N+2)th stage physical sign indicators meet the preset standard physical sign indicators;
[0012] Step S5, performing abnormality detection on the Nth stage vital sign indicators collected in steps S1-S4, outputting the abnormality detection result and outputting a warning signal.
[0013] Preferably, the step S1 includes the following sub-steps:
[0014] Step S101, collecting the patient's current physical sign indicators and obtaining a collection result, wherein the current physical sign indicators include current uterine volume data, current milk production data, current blood pressure data, current heart rate data, current rectus abdominis width data, current rectus abdominis depth data, walking time data within a current physical time period, walking distance data within a current physical time period, current weight data, current BMI data, current body fat data and menstrual regularity. The menstrual regularity is selected and input by the user, and the menstrual regularity includes menstruation with regular menstruation, menstruation but irregular menstruation and no menstruation.
[0015] Preferably, the step S1 further includes step S102;
[0016] Inputting the primary collection result into a rehabilitation plan, wherein the rehabilitation plan set includes an early plan, a mid-term plan, and a late plan;
[0017] The planning period of the preliminary plan is 1 week to 3 weeks, and the physical signs and indicators to be collected in the preliminary stage and the corresponding preliminary collection frequency are:
[0018] The collection frequency is 1 day for the early stage physical sign indicators: early milk production data, blood pressure data and heart rate data;
[0019] The physical signs and indicators of the early stage with a collection frequency of 1 week: uterine volume data;
[0020] The preliminary plan includes a preliminary diet plan and a preliminary exercise plan;
[0021] The preliminary plan also includes stage-by-stage physical sign index thresholds of the preliminary plan, and the stage-by-stage physical sign index thresholds of the preliminary plan include a preliminary lactation threshold, a blood pressure threshold, a heart rate threshold, and a uterine volume threshold;
[0022] The planning period of the mid-term plan is 1 month to 3 months. The mid-term physical signs and indicators to be collected and the corresponding mid-term collection frequency are:
[0023] The mid-term physical sign indicators with a collection frequency of 1 day: mid-term milk production data;
[0024] The mid-term physical sign indicators collected at a frequency of 2 weeks include: rectus abdominis width data, rectus abdominis depth data, walking time data within a mid-term physical time period, walking distance data within a mid-term physical time period, mid-term weight data, and mid-term BMI data;
[0025] The medium-term plan includes a medium-term diet plan and a medium-term exercise plan;
[0026] The mid-term plan also includes phased physical sign indicator thresholds of the mid-term plan, and the phased physical sign indicator thresholds of the mid-term plan include a mid-term lactation threshold, a rectus abdominis width threshold, a rectus abdominis depth threshold, a walking time threshold within a mid-term physical time period, a walking distance threshold within a mid-term physical time period, a mid-term weight threshold, and a mid-term BMI threshold;
[0027] The planning period of the later stage plan is more than 3 months, and the later stage physical signs and indicators to be collected and the corresponding later stage collection frequency are:
[0028] The physical signs and indicators of the later stage with a collection frequency of 1 day: the later stage body weight data;
[0029] The physical sign indicators in the later stage are collected at a frequency of 1 month: walking time data in a later physical time period, walking distance data in a later physical time period, body fat data, later BMI data and menstrual regularity;
[0030] The post-plan includes a post-diet plan and a post-exercise plan;
[0031] The later plan also includes the threshold values of the phased physical sign indicators of the later plan, which include the threshold value of the later weight, the threshold value of the walking time in a later physical fitness time period, the threshold value of the walking distance in a later physical fitness time period, the body fat threshold, the later BMI threshold and the degree of menstrual regularity, which includes menstruation with regular menstruation and menstruation with irregular menstruation;
[0032] Traverse the thresholds of stage physical sign indicators, find the early plan, mid-term plan or late plan corresponding to the threshold of the stage physical sign indicator where the first collection result is located, if the menstrual degree in the first collection result is no menstruation, then exclude the late plan, and output the first rehabilitation plan, which corresponds to the first stage physical sign indicator and the first collection frequency:
[0033] The first stage physical sign indicators and the first collection frequency corresponding to the preliminary plan are the preliminary stage physical sign indicators and the preliminary collection frequency;
[0034] The first stage physical sign indicators and the first collection frequency corresponding to the mid-term plan are the mid-term physical sign indicators and the mid-term collection frequency;
[0035] The first-stage physical sign indicators and the first collection frequency corresponding to the later-stage plan are the later-stage physical sign indicators and the later-stage collection frequency.
[0036] Preferably, step S2 includes the following sub-steps:
[0037] Step S201, performing secondary collection of the first-stage physical sign indicators corresponding to the first rehabilitation plan input in step S1, wherein the collection frequency of the secondary collection is the corresponding first collection frequency, and the output is the second-stage physical sign indicators, wherein the second-stage physical sign indicators include the early-stage physical sign indicators, the mid-stage collection indicators, and the late-stage collection indicators;
[0038] Step S202, analyzing the second stage physical signs indicators, the analysis logic is:
[0039] If the first rehabilitation plan is an early stage plan:
[0040] If all the collected physical signs and indices in the early stage meet the requirements that the early stage lactation data reaches the mid-term lactation threshold, the blood pressure data reaches the preset standard blood pressure threshold, the heart rate data reaches the preset heart rate threshold, and the uterine volume data reaches the preset standard uterine volume threshold, the early stage plan is stopped and the mid-term plan is started;
[0041] If the collected physical signs and indicators in the early stage cannot all meet the requirements that the early stage lactation data reaches the mid-term lactation threshold, the blood pressure data reaches the preset standard blood pressure threshold, the heart rate data reaches the preset heart rate threshold, and the uterine volume data reaches the preset standard uterine volume threshold, continue with the early plan;
[0042] During the planning period of the preliminary plan, the reduction rate of the uterine volume data is calculated, and if the reduction rate of the uterine volume data reaches a preset uterine volume reduction rate threshold, light physical training is added to the preliminary exercise plan;
[0043] If the first rehabilitation plan is a medium-term plan:
[0044] If all the collected mid-term physical sign indicators meet the following conditions: the mid-term milk production data reaches the preset standard milk production threshold, the rectus abdominis width data reaches the preset standard rectus abdominis width threshold, the rectus abdominis depth data reaches the preset standard rectus abdominis depth threshold, the walking time data within a mid-term physical time period reaches the walking time threshold within a later physical time period, the walking distance data within a mid-term physical time period reaches the walking distance threshold within a later physical time period, the mid-term weight data reaches the later weight threshold, and the mid-term BMI data reaches the later BMI threshold, the mid-term plan is stopped and the later plan is started;
[0045] If the collected mid-term physical sign indicators cannot all meet the mid-term lactation data reaching the preset standard lactation threshold, the rectus abdominis width data reaching the preset standard rectus abdominis width threshold, the rectus abdominis depth data reaching the preset standard rectus abdominis depth threshold, the walking time data within a mid-term physical time period reaching the walking time threshold within a later physical time period, the walking distance data within a mid-term physical time period reaching the walking distance threshold within a later physical time period, the mid-term weight data reaching the later weight threshold and the mid-term BMI data reaching the later BMI threshold, continue the mid-term plan;
[0046] In the planning period of the medium-term plan, the rectus abdominis width reduction rate and the rectus abdominis depth reduction rate of the rectus abdominis width data and the rectus abdominis depth data are calculated. If the rectus abdominis width reduction rate and the rectus abdominis depth reduction rate are less than the preset rectus abdominis width reduction rate threshold and the rectus abdominis depth reduction rate threshold, then abdominal training is added to the medium-term exercise plan. The time length change rate and the walking distance change rate of the walking time data in a physical fitness time period in the medium-term and the walking distance data in a physical fitness time period in the medium-term are calculated. If the time length change rate and the walking distance change rate are greater than the preset time length change rate threshold and the walking distance change rate threshold, then light impedance training is added to the medium-term exercise plan.
[0047] If the first rehabilitation plan is a later plan:
[0048] If all the collected late-stage physical sign indicators meet the standard physical sign indicators, the rehabilitation program is stopped. The standard physical sign indicators include the walking time threshold within a standard physical time period, the walking distance threshold within a standard physical time period, the standard weight threshold, the standard body fat threshold, the standard BMI threshold, and the degree of menstruation regularity is menstruation and regular menstruation;
[0049] If the collected late-stage physical signs and indicators cannot all meet the standard physical signs and indicators, continue with the late-stage plan;
[0050] Output the first analysis result, which includes continuing the early plan, continuing the early plan and adding light physical training to the early exercise plan, stopping the early plan and starting the mid-term plan, continuing the mid-term plan, continuing the mid-term plan and adding abdominal muscle training to the mid-term exercise plan, continuing the mid-term plan and adding light resistance training to the mid-term exercise plan, continuing the mid-term plan and adding abdominal muscle training and light resistance training to the mid-term exercise plan, stopping the mid-term plan and starting the late plan, continuing the late plan and stopping the rehabilitation plan.
[0051] Preferably, step S3 includes the following sub-steps:
[0052] Step S301, matching a rehabilitation plan set according to the first analysis result and outputting it as a second rehabilitation plan;
[0053] If the first analysis result is to continue the previous plan, the second rehabilitation plan will be the previous plan;
[0054] If the first analysis result is to continue the previous plan and add light physical training to the previous exercise plan, the second rehabilitation plan is the previous plan and light physical training is added to the previous exercise plan;
[0055] If the first analysis results in stopping the initial plan and starting the mid-term plan, the second rehabilitation plan will be the mid-term plan;
[0056] If the first analysis result is to continue with the medium-term plan, the second rehabilitation plan will be a medium-term plan;
[0057] If the first analysis result is to continue the medium-term plan and add abdominal muscle training to the medium-term exercise plan, then the second rehabilitation plan is the medium-term plan and continues the medium-term plan and adds abdominal muscle training to the medium-term exercise plan;
[0058] If the first analysis result is to continue the medium-term plan and add abdominal muscle training to the medium-term exercise plan, then the second rehabilitation plan is the medium-term plan and abdominal muscle training is added to the medium-term exercise plan;
[0059] If the first analysis result is to continue the medium-term plan and add abdominal muscle training and light resistance training to the medium-term exercise plan, then the second rehabilitation plan is the medium-term plan and abdominal muscle training and light resistance training are added to the medium-term exercise plan;
[0060] If the first analysis results in discontinuation of the mid-term plan and initiation of the late-term plan, the second rehabilitation plan is the late-term plan;
[0061] If the first analysis result is to continue with the later plan, the second rehabilitation plan is the later plan;
[0062] If the first analysis result is to stop the rehabilitation plan, the second rehabilitation plan will not be output;
[0063] The second rehabilitation plan includes an early stage plan, an early stage plan and light physical training added to the early stage exercise plan, a mid-term plan, a mid-term plan and a continuation of the mid-term plan and the addition of abdominal muscle training to the mid-term exercise plan, a mid-term plan and the addition of abdominal muscle training to the mid-term exercise plan, a mid-term plan and the addition of abdominal muscle training and light resistance training to the mid-term exercise plan, and a late stage plan. The second rehabilitation plan corresponds to the second stage physical sign index and the second collection frequency:
[0064] The second stage physical sign index and the second collection frequency corresponding to the preliminary plan and the preliminary plan with light physical training added to the preliminary exercise plan are the preliminary stage physical sign index and the preliminary collection frequency;
[0065] The second-stage physical signs and the second collection frequencies corresponding to the medium-term plan, the medium-term plan and the continuation of the medium-term plan and the addition of abdominal muscle training to the medium-term exercise plan, the medium-term plan and the addition of abdominal muscle training to the medium-term exercise plan, and the medium-term plan and the addition of abdominal muscle training and mild resistance training to the medium-term exercise plan are the medium-term physical signs and the medium-term collection frequencies;
[0066] The second stage physical sign indicators and the second collection frequency corresponding to the later stage plan are the later stage physical sign indicators and the later stage collection frequency.
[0067] Preferably, the step S3 further comprises:
[0068] Step S302, collecting the second stage physical sign index corresponding to the second rehabilitation plan three times, the collecting frequency of the three collections is the second collecting frequency corresponding to the second rehabilitation plan, and the output is the third stage physical sign index;
[0069] If the second rehabilitation plan is a preliminary plan or a pre-plan and light physical training is added to the preliminary exercise plan, the physical sign indicators of the preliminary stage corresponding to the preliminary plan are collected at the pre-collection frequency;
[0070] If the second rehabilitation plan is a medium-term plan, a medium-term plan and a continuation of the medium-term plan with the addition of abdominal muscle training to the medium-term exercise plan, a medium-term plan and the addition of abdominal muscle training to the medium-term exercise plan, or a medium-term plan and the addition of abdominal muscle training and mild resistance training to the medium-term exercise plan, then stop collecting the physical sign indicators of the early stage, and collect the physical sign indicators of the medium-term stage corresponding to the medium-term plan at the medium-term collection frequency;
[0071] If the second rehabilitation plan is a late-stage plan, stop collecting the mid-stage physical sign indicators, and collect the late-stage physical sign indicators corresponding to the late-stage plan at the late-stage collection frequency;
[0072] If no rehabilitation plan is received, the secondary collection is stopped;
[0073] Outputting the third-stage physical sign indicators collected three times, wherein the third-stage physical sign indicators include early-stage physical sign indicators, mid-stage physical sign indicators, and late-stage physical sign indicators;
[0074] Step S303, analyzing the third stage physical sign indicators, the analysis logic is the same as step S202, and a second analysis result is output, and the second analysis result has the same structure as the first analysis result.
[0075] Preferably, the step S4 uses the second analysis result as a new input of the step S3, repeats the step S3 N times, N is an integer greater than 1, obtains the (N+2)th rehabilitation plan and the corresponding (N+2)th stage physical sign indicators, and when the (N+2)th stage physical sign indicators all meet the preset standard physical sign indicators, the rehabilitation plan is not output, and the corresponding (N+2)th stage physical sign indicators of the (N+2)th rehabilitation plan include:
[0076] The (N+2) rehabilitation plan is the preliminary plan, and the corresponding (N+2) stage physical sign indicators are the physical sign indicators of the preliminary stage;
[0077] The (N+2) rehabilitation plan is a mid-term plan, and the corresponding (N+2) stage physical sign indicators are mid-term physical sign indicators;
[0078] The (N+2)th rehabilitation plan is a late-stage plan, and the corresponding (N+2)th stage physical sign indicators are late-stage physical sign indicators.
[0079] Preferably, step S5 includes the following sub-steps:
[0080] Step S501, abnormality detection is performed on the Nth stage physical sign indicators collected in steps S1-S4, and the detection logic is:
[0081] If the Nth rehabilitation plan is an early stage plan and the physical sign indicators of the Nth stage meet any of the early abnormal conditions of early lactation data being lower than the preset early low lactation threshold, blood pressure data being higher than the standard blood pressure threshold, heart rate data being higher than the heart rate threshold, blood pressure data being lower than the standard blood pressure threshold, heart rate data being lower than the heart rate threshold, and uterine volume data being higher than the preset high uterine volume threshold, the corresponding early abnormal condition is output;
[0082] If the Nth rehabilitation plan is a mid-term plan and the physical sign indicators of the Nth stage meet any of the mid-term abnormal conditions of the mid-term lactation data being lower than the preset mid-term low lactation threshold, the rectus abdominis width data being higher than the preset high rectus abdominis width data, the rectus abdominis depth data being higher than the preset high rectus abdominis depth data, the walking time data within a mid-term physical time period being lower than the preset mid-term low walking time data, the walking distance data within a mid-term physical time period being lower than the preset mid-term low walking distance data, the mid-term weight data being lower than the preset mid-term low weight data, the mid-term weight data being higher than the preset mid-term high weight data, the mid-term BMI data being lower than the preset mid-term low BMI data, and the mid-term BMI data being higher than the preset mid-term high BMI data, the corresponding mid-term abnormal condition is output;
[0083] If the Nth rehabilitation plan is a late-stage plan and the physical sign index of the Nth stage meets any one of the following late-stage abnormal conditions: the late-stage weight data is lower than the preset late-stage low weight data, the late-stage weight data is higher than the preset late-stage high weight data, the walking time data within a late-stage physical time period is lower than the preset late-stage low walking time data, the walking distance data within a late-stage physical time period is lower than the preset mid-term low walking distance data, the body fat data is higher than the preset high body fat threshold, and the body fat data is lower than the preset low body fat threshold, the corresponding late-stage abnormal condition is output;
[0084] The abnormality detection result is output, and the abnormality detection result includes an early abnormal situation, a mid-term abnormal situation, and a late abnormal situation.
[0085] Preferably, the step S5 further includes a step S502, receiving an abnormality detection result and outputting a warning signal according to the abnormality detection result, wherein the warning signal includes early abnormality information, mid-term abnormality information and late abnormality information.
[0086] A health data management system for postpartum rehabilitation, which is applied to a health data management method for postpartum rehabilitation as claimed in any one of claims 1 to 8, comprising a primary acquisition module, a secondary acquisition and primary analysis module, a tertiary acquisition and secondary analysis module, a circulation module and a warning module;
[0087] The primary collection module is used to collect the patient's current vital sign indicators once, obtain a primary collection result, match the rehabilitation plan set according to the primary collection result and output it as a first rehabilitation plan;
[0088] The secondary collection and primary analysis module is used to perform secondary collection on the first-stage physical sign indicators corresponding to the input first rehabilitation plan, output them as second-stage physical sign indicators, analyze the second-stage physical sign indicators, and output the first analysis results;
[0089] The three-time collection and secondary analysis module is used to match the rehabilitation plan set according to the first analysis result and output it as a second rehabilitation plan, perform three-time collection according to the second rehabilitation plan, output it as a third-stage physical sign index and stop the secondary collection, analyze the third-stage physical sign index, and output the second analysis result;
[0090] The loop module is used to use the second analysis result as a new input of step S3, repeat step S3 N times, obtain the (N+2)th rehabilitation plan and the corresponding (N+2)th stage physical sign indicators, and stop the rehabilitation plan when all the (N+2)th stage physical sign indicators meet the preset standard physical sign indicators;
[0091] The warning module is used to perform abnormality detection on the Nth stage vital sign indicators collected by the primary collection module, the secondary collection and primary analysis module, the tertiary collection and secondary analysis module and the circulation module, output the abnormality detection result and output a warning signal.
[0092] Beneficial effects of the invention: The invention realizes the accurate collection of physical sign indicators at different stages of the maternal rehabilitation period and the personalized formulation of rehabilitation plans through phased physical sign indicator collection and analysis, dynamic adjustment of rehabilitation plans, abnormality detection and immediate warning. It not only avoids the maternal frequent and large-scale physical sign indicator examinations and improves the rehabilitation efficiency, but also can issue immediate warnings when abnormal indicators occur during the maternal rehabilitation period, providing strong protection for the maternal rehabilitation safety. BRIEF DESCRIPTION OF THE DRAWINGS
[0093] Figure 1 A flowchart of a health data management method for postpartum rehabilitation provided by one embodiment of the present invention;
[0094] Figure 2 A basic flow chart of a health data management system for postpartum rehabilitation provided by an embodiment of the present invention. DETAILED DESCRIPTION
[0095] In order to make the above-mentioned objects, features and advantages of the present invention more obvious and easy to understand, the specific implementation methods of the present invention are described in detail below in conjunction with the drawings. It is obvious that the described embodiments are only part of the embodiments of the present invention, but not all of the embodiments.
[0096] Example 1, reference Figure 1 , provides a health data management method for postpartum rehabilitation, comprising the following steps:
[0097] Step S1, collect the patient's current physical sign indicators once, obtain a collection result, match a rehabilitation plan set according to the collection result and output it as a first rehabilitation plan.
[0098] Step S2, performing secondary collection on the first-stage physical sign indicators corresponding to the input first rehabilitation plan, outputting them as second-stage physical sign indicators, analyzing the second-stage physical sign indicators, and outputting a first analysis result.
[0099] Step S3, matching the rehabilitation plan set according to the first analysis result and outputting it as a second rehabilitation plan, performing three collections according to the second rehabilitation plan, outputting it as the third stage physical sign indicators and stopping the second collection, analyzing the third stage physical sign indicators, and outputting the second analysis result.
[0100] Step S4, using the second analysis result as the new input of step S3, repeating step S3 N times, obtaining the (N+2)th rehabilitation plan and the corresponding (N+2)th stage physical sign indicators, when the (N+2)th stage physical sign indicators all meet the preset standard physical sign indicators, stopping the rehabilitation plan.
[0101] Step S5, performing abnormality detection on the Nth stage vital sign indicators collected in steps S1-S4, outputting the abnormality detection result and outputting a warning signal.
[0102] Step S1 includes the following sub-steps:
[0103] Step S101, collecting the patient's current physical sign indicators and obtaining a collection result, wherein the current physical sign indicators include current uterine volume data, current milk production data, current blood pressure data, current heart rate data, current rectus abdominis width data, current rectus abdominis depth data, walking time data within a current physical time period, walking distance data within a current physical time period, current weight data, current BMI data, current body fat data and menstrual regularity. The menstrual regularity is selected and input by the user, and the menstrual regularity includes menstruation with regular menstruation, menstruation but irregular menstruation and no menstruation.
[0104] The data collection work in step S101 is not only comprehensive and detailed, but also highly targeted and scientific. For example, the collection of milk production helps to evaluate the recovery of maternal breast function, the collection of blood pressure and heart rate can reflect the condition of the maternal cardiovascular system, the collection of uterine volume can intuitively show the recovery of the maternal uterus, and the collection of menstrual regularity helps to understand the endocrine condition of the maternal endocrine system, providing an important reference for the formulation of subsequent rehabilitation plans.
[0105] Step S1 also includes step S102.
[0106] The primary collection result is input into a rehabilitation plan, and the rehabilitation plan set includes an early plan, a mid-term plan, and a late plan.
[0107] The planning period of the preliminary plan is 1 week to 3 weeks, and the physical signs and indicators to be collected in the preliminary stage and the corresponding preliminary collection frequency are:
[0108] The physical sign indicators in the early stage are collected with a frequency of 1 day: early milk production data, blood pressure data and heart rate data.
[0109] The physical sign indicators in the early stage are collected at a frequency of 1 week: uterine volume data.
[0110] The pre-plan includes a pre-diet plan and a pre-exercise plan.
[0111] The preliminary plan also includes threshold values of physical sign indicators at different stages of the preliminary plan, and the threshold values of physical sign indicators at different stages of the preliminary plan include a threshold value of early lactation, a threshold value of blood pressure, a threshold value of heart rate, and a threshold value of uterine volume.
[0112] The planning period of the mid-term plan is 1 month to 3 months. The mid-term physical signs and indicators to be collected and the corresponding mid-term collection frequency are:
[0113] The mid-term physical sign indicators are collected once a day: mid-term milk production data.
[0114] The mid-term physical sign indicators with a collection frequency of 2 weeks include: rectus abdominis width data, rectus abdominis depth data, walking time data within a mid-term physical time period, walking distance data within a mid-term physical time period, mid-term weight data and mid-term BMI data.
[0115] The medium-term plan includes a medium-term diet plan and a medium-term exercise plan.
[0116] The medium-term plan also includes the phased physical sign indicator thresholds of the medium-term plan, and the phased physical sign indicator thresholds of the medium-term plan include the medium-term milk production threshold, the rectus abdominis width threshold, the rectus abdominis depth threshold, the walking time threshold within a medium-term physical time period, the walking distance threshold within a medium-term physical time period, the medium-term weight threshold and the medium-term BMI threshold.
[0117] The planning period of the later stage plan is more than 3 months. The later stage physical signs and indicators to be collected and the corresponding later stage collection frequency are:
[0118] The physical sign indicators in the later stage are collected at a frequency of 1 day: the later body weight data.
[0119] The physical sign indicators in the later stage are collected with a frequency of one month: walking time data in a later physical time period, walking distance data in a later physical time period, body fat data, later BMI data and menstrual regularity.
[0120] The post-processing plan includes a post-processing diet plan and a post-processing exercise plan.
[0121] The later plan also includes the stage physical sign indicator thresholds of the later plan, which include the later weight threshold, the walking time threshold in a later physical time period, the walking distance threshold in a later physical time period, the body fat threshold, the later BMI threshold and the degree of menstrual regularity including menstruation with regular menstruation and menstruation but irregular menstruation.
[0122] Traverse the thresholds of stage physical sign indicators, find the early plan, mid-term plan or late plan corresponding to the threshold of the stage physical sign indicator where the first collection result is located, if the menstrual degree in the first collection result is no menstruation, then exclude the late plan, and output the first rehabilitation plan, which corresponds to the first stage physical sign indicator and the first collection frequency:
[0123] The first-stage physical sign indicators and the first collection frequency corresponding to the preliminary plan are the preliminary-stage physical sign indicators and the preliminary collection frequency.
[0124] The first stage physical sign indicators and the first collection frequency corresponding to the medium-term plan are the medium-term physical sign indicators and the medium-term collection frequency.
[0125] The first-stage physical sign indicators and the first collection frequency corresponding to the later-stage plan are the later-stage physical sign indicators and the later-stage collection frequency.
[0126] Step S102 inputs the collected results into the rehabilitation plan, and matches and filters them according to the stage-by-stage physical sign index thresholds. By traversing the stage-by-stage physical sign index thresholds, the rehabilitation plan suitable for the current physical condition of the parturient can be accurately located, thereby ensuring the personalization and scientific nature of the rehabilitation plan. At the same time, step S102 also considers the handling of special cases. For example, when the parturient's menstrual degree is amenorrhea, the later plan will be excluded. This handling method not only reflects respect for the individual differences of parturients, but also avoids blindness and arbitrariness in the process of formulating rehabilitation plans.
[0127] Step S1 provides detailed data support for the subsequent rehabilitation plan formulation by collecting multiple physical sign indicators, which not only reflects the comprehensive concern for the physical recovery of the mother, but also highlights the key points of postpartum rehabilitation. At the same time, step S1 also matches the mother's current physical sign indicators with the early plan, mid-term plan and late plan in the rehabilitation plan set. By traversing and searching the thresholds of the staged physical sign indicators, the rehabilitation plan suitable for the mother's current physical condition can be accurately located. This dynamic matching method not only improves the pertinence and effectiveness of the rehabilitation plan, but also avoids the blindness and arbitrariness in the rehabilitation process.
[0128] Step S2 includes the following sub-steps:
[0129] Step S201, secondary collection of first-stage physical sign indicators corresponding to the first rehabilitation plan input in step S1, the collection frequency of the secondary collection is the corresponding first collection frequency, and the output is second-stage physical sign indicators, which include early-stage physical sign indicators, mid-stage collection indicators and late-stage collection indicators.
[0130] Step S201 can obtain more detailed and accurate patient rehabilitation data through secondary collection of the first-stage physical sign indicators, provide strong support for subsequent analysis and plan adjustment, help to more carefully observe the changes in patients' physical signs at different rehabilitation stages, and provide a basis for accurately evaluating rehabilitation effects.
[0131] Step S202, analyzing the second stage physical signs indicators, the analysis logic is:
[0132] If the first rehabilitation plan is an early stage plan:
[0133] If all the physical sign indicators collected in the early stage meet the requirements that the early milk production data reaches the mid-term milk production threshold, the blood pressure data reaches the preset standard blood pressure threshold, the heart rate data reaches the preset heart rate threshold and the uterine volume data reaches the preset standard uterine volume threshold, the early plan is stopped and the mid-term plan is started.
[0134] If the collected physical sign indicators in the early stage cannot all meet the requirements that the early lactation data reaches the mid-term lactation threshold, the blood pressure data reaches the preset standard blood pressure threshold, the heart rate data reaches the preset heart rate threshold and the uterine volume data reaches the preset standard uterine volume threshold, continue with the early plan.
[0135] During the planning period of the preliminary plan, the reduction rate of the uterine volume data is calculated. If the reduction rate of the uterine volume data reaches a preset uterine volume reduction rate threshold, light physical training is added to the preliminary exercise plan.
[0136] If the first rehabilitation plan is a medium-term plan:
[0137] If all the collected mid-term physical sign indicators meet the requirements that the mid-term milk production data reaches the preset standard milk production threshold, the rectus abdominis width data reaches the preset standard rectus abdominis width threshold, the rectus abdominis depth data reaches the preset standard rectus abdominis depth threshold, the walking time data within a mid-term physical time period reaches the walking time threshold within a later physical time period, the walking distance data within a mid-term physical time period reaches the walking distance threshold within a later physical time period, the mid-term weight data reaches the later weight threshold and the mid-term BMI data reaches the later BMI threshold, the mid-term plan is stopped and the later plan is started.
[0138] If the collected mid-term physical sign indicators cannot all meet the requirements that the mid-term milk production data reaches the preset standard milk production threshold, the rectus abdominis width data reaches the preset standard rectus abdominis width threshold, the rectus abdominis depth data reaches the preset standard rectus abdominis depth threshold, the walking time data within a mid-term physical time period reaches the walking time threshold within a later physical time period, the walking distance data within a mid-term physical time period reaches the walking distance threshold within a later physical time period, the mid-term weight data reaches the later weight threshold and the mid-term BMI data reaches the later BMI threshold, continue the mid-term plan.
[0139] During the planning period of the medium-term plan, the rectus abdominis width reduction rate and the rectus abdominis depth reduction rate of the rectus abdominis width data and the rectus abdominis depth data are calculated. If the rectus abdominis width reduction rate and the rectus abdominis depth reduction rate are less than the preset rectus abdominis width reduction rate threshold and the rectus abdominis depth reduction rate threshold, abdominal muscle training is added to the medium-term exercise plan. The time length change rate and the walking distance change rate of the walking time data within a physical time period of the medium-term and the walking distance data within a physical time period of the medium-term are calculated. If the time length change rate and the walking distance change rate are greater than the preset time length change rate threshold and the walking distance change rate threshold, light impedance training is added to the medium-term exercise plan.
[0140] If the first rehabilitation plan is a later plan:
[0141] If all the collected late-stage physical sign indicators meet the standard physical sign indicators, the rehabilitation plan will be stopped. The standard physical sign indicators include the walking time threshold within a standard physical time period, the walking distance threshold within a standard physical time period, the standard weight threshold, the standard body fat threshold, the standard BMI threshold and the degree of menstrual regularity, which is menstruation and regular menstruation.
[0142] If the collected later stage physical sign indicators cannot fully meet the standard physical sign indicators, continue with the later plan.
[0143] Output the first analysis result, which includes continuing the early plan, continuing the early plan and adding light physical training to the early exercise plan, stopping the early plan and starting the mid-term plan, continuing the mid-term plan, continuing the mid-term plan and adding abdominal muscle training to the mid-term exercise plan, continuing the mid-term plan and adding light resistance training to the mid-term exercise plan, continuing the mid-term plan and adding abdominal muscle training and light resistance training to the mid-term exercise plan, stopping the mid-term plan and starting the late plan, continuing the late plan and stopping the rehabilitation plan.
[0144] Step S202 determines whether the patient meets the conditions for entering the mid-term plan based on the physical signs and indicators of the early stage. If so, the plan is adjusted in time; if not, the early plan is continued, and light physical training is added in time according to the decrease in uterine volume data to promote faster recovery of the patient.
[0145] Mid-term plan analysis: Based on the mid-term physical signs and indicators, assess whether the patient meets the criteria for entering the late-term plan. If so, stop the mid-term plan and start the late-term plan. If not, continue the mid-term plan and, based on the decrease in the width and depth of the rectus abdominis muscle, as well as changes in walking time and distance, add abdominal muscle training and mild resistance training in a timely manner to enhance the rehabilitation effect.
[0146] Late-stage plan analysis: Based on the late-stage physical sign indicators, determine whether the patient has reached the standard physical sign indicators. If so, the rehabilitation plan will be stopped, indicating that the patient has recovered. If not, continue with the late-stage plan and continue rehabilitation training.
[0147] According to the analysis results, the corresponding first analysis results are output to provide clear guidance for the dynamic adjustment of the rehabilitation plan, which helps medical staff to understand the patient's rehabilitation progress in a timely manner and make corresponding rehabilitation plan adjustment decisions.
[0148] Step S2 is a key link for secondary collection and analysis of physical sign indicators during the implementation of the first rehabilitation plan. It aims to dynamically adjust the rehabilitation plan according to the patient's actual recovery situation to ensure the scientificity and effectiveness of the rehabilitation process. Through step S2, the patient's rehabilitation progress at different stages can be grasped, and possible problems can be discovered and responded to in a timely manner, thereby optimizing the rehabilitation plan and promoting faster and better recovery of patients.
[0149] Step S3 includes the following sub-steps:
[0150] Step S301, matching a rehabilitation plan set according to the first analysis result and outputting it as a second rehabilitation plan.
[0151] If the first analysis result is to continue the previous plan, the second rehabilitation plan will be the previous plan.
[0152] If the first analysis result is to continue the previous plan and add light physical training to the previous exercise plan, the second rehabilitation plan is the previous plan and light physical training is added to the previous exercise plan.
[0153] If the first analysis result is to stop the initial plan and start the mid-term plan, the second rehabilitation plan will be the mid-term plan.
[0154] If the first analysis result is to continue with the medium-term plan, the second rehabilitation plan will be a medium-term plan.
[0155] If the first analysis result is to continue the medium-term plan and add abdominal muscle training to the medium-term exercise plan, the second rehabilitation plan is the medium-term plan and continues the medium-term plan and adds abdominal muscle training to the medium-term exercise plan.
[0156] If the first analysis result is to continue the medium-term plan and add abdominal muscle training to the medium-term exercise plan, the second rehabilitation plan is a medium-term plan and abdominal muscle training is added to the medium-term exercise plan.
[0157] If the first analysis result is to continue the medium-term plan and add abdominal muscle training and light resistance training to the medium-term exercise plan, the second rehabilitation plan is the medium-term plan and abdominal muscle training and light resistance training are added to the medium-term exercise plan.
[0158] If the first analysis result is to stop the mid-term plan and start the late-term plan, the second rehabilitation plan is the late-term plan.
[0159] If the first analysis result is to continue with the later plan, the second rehabilitation plan is the later plan.
[0160] If the first analysis result is to stop the rehabilitation plan, the second rehabilitation plan is not output.
[0161] The second rehabilitation plan includes the early plan, the early plan and the addition of light physical training to the early exercise plan, the mid-term plan, the mid-term plan and the continuation of the mid-term plan and the addition of abdominal training to the mid-term exercise plan, the mid-term plan and the addition of abdominal training to the mid-term exercise plan, the mid-term plan and the addition of abdominal training to the mid-term exercise plan, the mid-term plan and the addition of abdominal training and light resistance training to the mid-term exercise plan, and the late plan. The second rehabilitation plan corresponds to the second stage physical signs and the second collection frequency:
[0162] The second stage physical sign indicators and the second collection frequency corresponding to the preliminary plan and the preliminary plan with light physical training added to the preliminary exercise plan are the preliminary stage physical sign indicators and the preliminary collection frequency.
[0163] The second stage physical sign indicators and the second collection frequency corresponding to the medium-term plan, the medium-term plan and continuation of the medium-term plan and adding abdominal training to the medium-term exercise plan, the medium-term plan and adding abdominal training to the medium-term exercise plan, and the medium-term plan and adding abdominal training and light resistance training to the medium-term exercise plan are the medium-term stage physical sign indicators and the medium-term collection frequency.
[0164] The second stage physical sign indicators and the second collection frequency corresponding to the later stage plan are the later stage physical sign indicators and the later stage collection frequency.
[0165] Step S301 accurately selects and adjusts the rehabilitation plan based on the first analysis result, ensuring that the patient receives the most suitable rehabilitation training at different rehabilitation stages, which helps to improve the rehabilitation effect, outputs the second rehabilitation plan, and provides clear guidance for subsequent physical sign collection and analysis.
[0166] Step S3 also includes:
[0167] Step S302, collecting the second stage physical sign index corresponding to the second rehabilitation plan three times, the collecting frequency of the three collections is the second collecting frequency corresponding to the second rehabilitation plan, and the output is the third stage physical sign index.
[0168] If the second rehabilitation plan is a preliminary plan or a pre-plan and light physical training is added to the preliminary exercise plan, the preliminary stage physical sign indicators corresponding to the preliminary plan are collected at the preliminary collection frequency.
[0169] If the second rehabilitation plan is a medium-term plan, a medium-term plan and continuation of the medium-term plan and the addition of abdominal training to the medium-term exercise plan, a medium-term plan and the addition of abdominal training to the medium-term exercise plan, or a medium-term plan and the addition of abdominal training and light resistance training to the medium-term exercise plan, then stop collecting the physical sign indicators of the early stage and collect the medium-term physical sign indicators corresponding to the medium-term plan at the medium-term collection frequency.
[0170] If the second rehabilitation plan is a late plan, stop collecting the mid-term physical sign indicators, and collect the late-stage physical sign indicators corresponding to the late plan at the late collection frequency.
[0171] If no rehabilitation plan is received, the secondary collection is stopped.
[0172] Output the third stage physical sign indicators collected three times, wherein the third stage physical sign indicators include early stage physical sign indicators, mid-stage physical sign indicators and late stage physical sign indicators.
[0173] Step S302 collects the second stage physical sign indicators three times according to the second collection frequency corresponding to the second rehabilitation plan, and outputs the third stage physical sign indicators, which provides strong support for subsequent analysis and evaluation.
[0174] Step S303, analyzing the third stage physical sign indicators, the analysis logic is the same as step S202, and a second analysis result is output, and the second analysis result has the same structure as the first analysis result.
[0175] Step S303 conducts a comprehensive and in-depth analysis of the third-stage physical sign indicators according to the same analysis logic as step S202, which helps to dynamically evaluate the patient's rehabilitation effect, promptly discover and respond to possible problems, output the second analysis results, and provide clear guidance for subsequent adjustments to the rehabilitation plan.
[0176] Step S3 selects and adjusts the rehabilitation plan according to the first analysis result to ensure the scientificity and effectiveness of the rehabilitation plan, which helps patients get the most suitable rehabilitation training at different rehabilitation stages and promotes the rehabilitation process. By analyzing the physical signs and indicators of the third stage, step S3 can dynamically evaluate the patient's rehabilitation effect and promptly discover and respond to possible problems. This helps medical staff to adjust the rehabilitation plan in a timely manner to ensure that the patient can recover smoothly.
[0177] Step S4 uses the second analysis result as a new input of step S3, repeats step S3 N times, N is an integer greater than 1, obtains the (N+2)th rehabilitation plan and the corresponding (N+2)th stage physical sign indicators, and when the (N+2)th stage physical sign indicators all meet the preset standard physical sign indicators, the rehabilitation plan is not output, and the corresponding (N+2)th stage physical sign indicators of the (N+2)th rehabilitation plan include:
[0178] The (N+2)th rehabilitation plan is the preliminary plan, and the corresponding (N+2)th stage physical sign indicators are the preliminary stage physical sign indicators.
[0179] The (N+2)th rehabilitation plan is a medium-term plan, and the corresponding (N+2)th stage physical sign indicators are medium-term stage physical sign indicators.
[0180] The (N+2)th rehabilitation plan is a late-stage plan, and the corresponding (N+2)th stage physical sign indicators are late-stage physical sign indicators.
[0181] The (N+2)th rehabilitation plan here is exemplified as follows: when N=1, it is the third rehabilitation plan, and when N=2, it is the fourth rehabilitation plan. Similarly, the (N+2)th stage physical sign indicators can be obtained.
[0182] Step S4 continuously takes the latest analysis results as input and executes step S3 in a loop to achieve continuous iteration and optimization of the rehabilitation plan, ensuring that the rehabilitation plan can closely fit the patient's actual rehabilitation progress and provide the most appropriate and effective rehabilitation training. In each iteration, step S4 will collect the corresponding stage physical sign indicators according to the current rehabilitation plan and conduct in-depth analysis, which not only helps medical staff to fully understand the patient's rehabilitation status, but also can promptly discover and solve problems that may arise in the rehabilitation process. Step S4 sets a clear termination condition, that is, when the physical sign indicators of the (N+2)th stage all meet the preset standard physical sign indicators, stop outputting the rehabilitation plan, ensuring that the patient can achieve the expected rehabilitation goals after a series of scientific and systematic rehabilitation training. Through the iterative execution of step S4, the patient can obtain the most suitable rehabilitation plan for himself in the shortest time, thereby accelerating the rehabilitation process and improving rehabilitation efficiency. At the same time, since each step has been strictly monitored and evaluated, the quality of rehabilitation is also effectively guaranteed.
[0183] Step S5 includes the following sub-steps:
[0184] Step S501, abnormality detection is performed on the Nth stage physical sign indicators collected in steps S1-S4, and the detection logic is:
[0185] The Nth rehabilitation plan here is exemplified as follows: when N=1, it is the first rehabilitation plan, and when N=2, it is the second rehabilitation plan. Similarly, the physical sign index of the Nth stage can be obtained.
[0186] If the Nth rehabilitation plan is an early plan and the physical sign indicators of the Nth stage meet any of the following early abnormal conditions: the early lactation data is lower than the preset early low lactation threshold, the blood pressure data is higher than the standard blood pressure threshold, the heart rate data is higher than the heart rate threshold, the blood pressure data is lower than the standard blood pressure threshold, the heart rate data is lower than the heart rate threshold and the uterine volume data is higher than the preset high uterine volume threshold, the corresponding early abnormal condition is output.
[0187] If the Nth rehabilitation plan is a medium-term plan and the physical sign indicators of the Nth stage meet any of the following medium-term abnormal conditions: the medium-term milk production data is lower than the preset medium-term low milk production threshold, the rectus abdominis width data is higher than the preset high rectus abdominis width data, the rectus abdominis depth data is higher than the preset high rectus abdominis depth data, the walking time data within a medium-term physical time period is lower than the preset medium-term low walking time data, the walking distance data within a medium-term physical time period is lower than the preset medium-term low walking distance data, the medium-term weight data is lower than the preset medium-term low weight data, the medium-term weight data is higher than the preset medium-term high weight data, the medium-term BMI data is lower than the preset medium-term low BMI data and the medium-term BMI data is higher than the preset medium-term high BMI data, the corresponding medium-term abnormal condition is output.
[0188] If the Nth rehabilitation plan is a late plan and the physical sign indicators of the Nth stage meet any one of the following late abnormal conditions: the late weight data is lower than the preset late low weight data, the late weight data is higher than the preset late high weight data, the walking time data within a late physical time period is lower than the preset late low walking time data, the walking distance data within a late physical time period is lower than the preset mid-term low walking distance data, the body fat data is higher than the preset high body fat threshold and the body fat data is lower than the preset low body fat threshold, the corresponding late abnormal condition is output.
[0189] The abnormality detection result is output, and the abnormality detection result includes an early abnormal situation, a mid-term abnormal situation, and a late abnormal situation.
[0190] Step S501 identifies various abnormal physical signs that may occur in patients at different stages of rehabilitation by setting clear abnormality detection standards, providing reliable data support for subsequent warning signal output.
[0191] Step S5 also includes step S502, receiving the abnormality detection result and outputting a warning signal according to the abnormality detection result, wherein the warning signal includes early abnormality information, mid-term abnormality information and late abnormality information.
[0192] Step S502 outputs a warning signal in a timely manner, so that medical staff can quickly understand the patient's recovery status and take necessary intervention measures, thereby effectively avoiding potential risks and hazards.
[0193] Step S5 can comprehensively detect various abnormal physical signs that may occur in the patient during the rehabilitation process, discover and solve potential rehabilitation problems, and ensure the smooth progress of the patient's rehabilitation process. By setting a clear abnormality detection logic, step S5 can identify different types of abnormal situations, providing medical staff with a clear and accurate basis for diagnosis, which is helpful to formulate targeted rehabilitation measures. Once an abnormal situation is detected, step S5 will immediately output a corresponding warning signal, which helps medical staff to respond quickly and take necessary intervention measures to prevent the abnormal situation from further deteriorating. Through the abnormality detection and warning mechanism of step S5, the patient's rehabilitation process is more comprehensively monitored and protected, which helps to timely discover and correct deviations in the rehabilitation plan and improve the safety and effectiveness of the rehabilitation process.
[0194] This method achieves comprehensive management and optimization of the patient's rehabilitation process through a series of orderly steps. First, through preliminary evaluation and the formulation of personalized rehabilitation plans, the specific needs of patients are met. During the implementation process, the rehabilitation plan is dynamically adjusted to closely fit the actual situation of the patient. At the same time, through continuous collection and analysis of physical signs and indicators, comprehensive monitoring and evaluation of the patient's rehabilitation process is achieved. Once an abnormal situation is detected, a warning signal is immediately output to provide timely intervention basis for medical staff, which not only improves the efficiency and quality of rehabilitation, but also enhances the confidence and participation of patients.
[0195] Example 2, reference Figure 2 , provides a health data management system for postpartum rehabilitation, including a primary collection module, a secondary collection and primary analysis module, a tertiary collection and secondary analysis module, a circulation module and a warning module.
[0196] The primary collection module is used to collect the patient's current vital sign indicators once, obtain a primary collection result, match the rehabilitation plan set according to the primary collection result, and output it as a first rehabilitation plan.
[0197] The primary collection module quickly collects the patient's current physical signs and indicators, providing basic data for subsequent matching of the most suitable rehabilitation plan. Based on the collection results, it can intelligently recommend a preliminary rehabilitation plan to ensure that the starting point of rehabilitation is highly targeted.
[0198] The secondary collection and primary analysis module is used to perform secondary collection on the first-stage physical sign indicators corresponding to the input first rehabilitation plan, output them as second-stage physical sign indicators, analyze the second-stage physical sign indicators, and output the first analysis results.
[0199] The secondary collection and primary analysis module collects the patient's physical sign indicators for the second time after the first rehabilitation plan is implemented, and evaluates the initial effect of the rehabilitation plan by analyzing these indicators. The output of the first analysis result helps to accurately adjust the rehabilitation strategy and provide a basis for the formulation of subsequent rehabilitation plans.
[0200] The tertiary collection and secondary analysis module is used to match the rehabilitation plan set according to the first analysis result and output it as the second rehabilitation plan, perform tertiary collection according to the second rehabilitation plan, output it as the third stage physical sign indicators and stop secondary collection, analyze the third stage physical sign indicators, and output the second analysis result.
[0201] The tertiary collection and secondary analysis module adjusts and outputs a new rehabilitation plan based on the results of the primary analysis, and then collects the third-stage physical sign indicators after the implementation of the plan. Through in-depth analysis of these indicators, it can more accurately evaluate the progress of rehabilitation and provide strong support for the cyclic adjustment of the rehabilitation plan.
[0202] The loop module is used to use the second analysis result as a new input for step S3, repeat step S3 N times, obtain the (N+2)th rehabilitation plan and the corresponding (N+2)th stage physical sign indicators, and stop the rehabilitation plan when all the (N+2)th stage physical sign indicators meet the preset standard physical sign indicators.
[0203] The circulation module realizes dynamic adjustment and continuous optimization of the rehabilitation plan. By continuously repeating the collection and analysis steps, it gradually approaches the preset standard vital signs indicators until the patient's vital signs fully meet the standards, ensuring the scientificity and effectiveness of the rehabilitation process.
[0204] The warning module is used to perform abnormal detection on the Nth stage vital sign indicators collected by the primary collection module, the secondary collection and primary analysis module, the tertiary collection and secondary analysis module and the circulation module, output the abnormal detection results and output a warning signal.
[0205] The warning module conducts real-time monitoring and abnormality detection on the vital signs output by each acquisition module. Once an abnormality is found, it immediately outputs the abnormal detection result and warning signal to remind medical staff to intervene in time to ensure patient safety, thereby improving the safety and response speed of the rehabilitation process.
[0206] It should be understood by those skilled in the art that the embodiments of the present invention can be provided as methods, systems or computer program products. Therefore, the present invention can take the form of a complete hardware embodiment, a complete software embodiment or an embodiment combining software and hardware. Moreover, the present invention can take the form of a computer program product implemented on one or more computer-usable storage media containing computer-usable program codes. Among them, the storage medium can be implemented by any type of volatile or non-volatile storage device or a combination thereof, such as static random access memory (Static Random Access Memory, referred to as SRAM), electrically erasable programmable read-only memory (Electrically Erasable Programmable Read-Only Memory, referred to as EEPROM), erasable programmable read-only memory (Erasable Programmable Read Only Memory, referred to as EPROM), programmable read-only memory (Programmable Red-Only Memory, referred to as PROM), read-only memory (Read-Only Memory, referred to as ROM), magnetic memory, flash memory, disk or optical disk. These computer program instructions may also be stored in a computer-readable memory capable of directing a computer or other programmable data processing device to operate in a specific manner, so that the instructions stored in the computer-readable memory produce an article of manufacture comprising an instruction device, which implements the process Figure 1 A process or multiple processes and / or boxes Figure 1 A function specified in one or more boxes.
[0207] It should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention rather than to limit it. Although the present invention has been described in detail with reference to the preferred embodiments, those skilled in the art should understand that the technical solutions of the present invention may be modified or replaced by equivalents without departing from the spirit and scope of the technical solutions of the present invention, which should all be included in the scope of the claims of the present invention.
Claims
1. A health data management method for postpartum rehabilitation, characterized in that: The steps include: Step S1, collecting the patient's current physical sign indicators once, obtaining a collection result, matching a rehabilitation plan set according to the collection result and outputting it as a first rehabilitation plan; Step S2, performing secondary collection of the first-stage physical sign indicators corresponding to the input first rehabilitation plan, outputting them as second-stage physical sign indicators, analyzing the second-stage physical sign indicators, and outputting a first analysis result; Step S3, matching the rehabilitation plan set according to the first analysis result and outputting it as a second rehabilitation plan, performing three collections according to the second rehabilitation plan, outputting it as a third-stage physical sign index and stopping the second collection, analyzing the third-stage physical sign index, and outputting a second analysis result; Step S4, taking the second analysis result as a new input of step S3, repeating step S3 N times, obtaining the (N+2)th rehabilitation plan and the corresponding (N+2)th stage physical sign indicators, and stopping the rehabilitation plan when all the (N+2)th stage physical sign indicators meet the preset standard physical sign indicators; Step S5, performing abnormality detection on the Nth stage vital sign indicators collected in steps S1-S4, outputting the abnormality detection result and outputting a warning signal.
2. A health data management method for postpartum rehabilitation as claimed in claim 1, characterized in that: The step S1 includes the following sub-steps: Step S101, collecting the patient's current physical sign indicators and obtaining a collection result, wherein the current physical sign indicators include current uterine volume data, current milk production data, current blood pressure data, current heart rate data, current rectus abdominis width data, current rectus abdominis depth data, walking time data within a current physical time period, walking distance data within a current physical time period, current weight data, current BMI data, current body fat data and menstrual regularity. The menstrual regularity is selected and input by the user, and the menstrual regularity includes menstruation with regular menstruation, menstruation but irregular menstruation and no menstruation.
3. A health data management method for postpartum rehabilitation as claimed in claim 2, characterized in that: The step S1 also includes step S102; Inputting the primary collection result into a rehabilitation plan, wherein the rehabilitation plan set includes an early plan, a mid-term plan, and a late plan; The planning period of the preliminary plan is 1 week to 3 weeks, and the physical signs and indicators to be collected in the preliminary stage and the corresponding preliminary collection frequency are: The collection frequency is 1 day for the early stage physical sign indicators: early milk production data, blood pressure data and heart rate data; The physical signs and indicators of the early stage with a collection frequency of 1 week: uterine volume data; The preliminary plan includes a preliminary diet plan and a preliminary exercise plan; The preliminary plan also includes stage-by-stage physical sign index thresholds of the preliminary plan, and the stage-by-stage physical sign index thresholds of the preliminary plan include a preliminary lactation threshold, a blood pressure threshold, a heart rate threshold, and a uterine volume threshold; The planning period of the mid-term plan is 1 month to 3 months. The mid-term physical signs and indicators to be collected and the corresponding mid-term collection frequency are: The mid-term physical sign indicators with a collection frequency of 1 day: mid-term milk production data; The mid-term physical sign indicators collected at a frequency of 2 weeks include: rectus abdominis width data, rectus abdominis depth data, walking time data within a mid-term physical time period, walking distance data within a mid-term physical time period, mid-term weight data, and mid-term BMI data; The medium-term plan includes a medium-term diet plan and a medium-term exercise plan; The mid-term plan also includes phased physical sign indicator thresholds of the mid-term plan, and the phased physical sign indicator thresholds of the mid-term plan include a mid-term lactation threshold, a rectus abdominis width threshold, a rectus abdominis depth threshold, a walking time threshold within a mid-term physical time period, a walking distance threshold within a mid-term physical time period, a mid-term weight threshold, and a mid-term BMI threshold; The planning period of the later stage plan is more than 3 months, and the later stage physical signs and indicators to be collected and the corresponding later stage collection frequency are: The physical signs and indicators of the later stage with a collection frequency of 1 day: the later stage body weight data; The physical sign indicators in the later stage are collected at a frequency of 1 month: walking time data in a later physical time period, walking distance data in a later physical time period, body fat data, later BMI data and menstrual regularity; The post-plan includes a post-diet plan and a post-exercise plan; The later plan also includes the threshold values of the phased physical sign indicators of the later plan, which include the threshold value of the later weight, the threshold value of the walking time in a later physical fitness time period, the threshold value of the walking distance in a later physical fitness time period, the body fat threshold, the later BMI threshold and the degree of menstrual regularity, which includes menstruation with regular menstruation and menstruation with irregular menstruation; Traverse the thresholds of stage physical sign indicators, find the early plan, mid-term plan or late plan corresponding to the threshold of the stage physical sign indicator where the first collection result is located, if the menstrual degree in the first collection result is no menstruation, then exclude the late plan, and output the first rehabilitation plan, which corresponds to the first stage physical sign indicator and the first collection frequency: The first stage physical sign indicators and the first collection frequency corresponding to the preliminary plan are the preliminary stage physical sign indicators and the preliminary collection frequency; The first stage physical sign indicators and the first collection frequency corresponding to the mid-term plan are the mid-term physical sign indicators and the mid-term collection frequency; The first-stage physical sign indicators and the first collection frequency corresponding to the later-stage plan are the later-stage physical sign indicators and the later-stage collection frequency.
4. A health data management method for postpartum rehabilitation as claimed in claim 3, characterized in that: The step S2 includes the following sub-steps: Step S201, performing secondary collection of the first-stage physical sign indicators corresponding to the first rehabilitation plan input in step S1, wherein the collection frequency of the secondary collection is the corresponding first collection frequency, and the output is the second-stage physical sign indicators, wherein the second-stage physical sign indicators include the early-stage physical sign indicators, the mid-stage collection indicators, and the late-stage collection indicators; Step S202, analyzing the second stage physical signs indicators, the analysis logic is: If the first rehabilitation plan is an early stage plan: If all the collected physical signs and indices in the early stage meet the requirements that the early stage lactation data reaches the mid-term lactation threshold, the blood pressure data reaches the preset standard blood pressure threshold, the heart rate data reaches the preset heart rate threshold, and the uterine volume data reaches the preset standard uterine volume threshold, the early stage plan is stopped and the mid-term plan is started; If the collected physical signs and indicators in the early stage cannot all meet the requirements that the early stage lactation data reaches the mid-term lactation threshold, the blood pressure data reaches the preset standard blood pressure threshold, the heart rate data reaches the preset heart rate threshold, and the uterine volume data reaches the preset standard uterine volume threshold, continue with the early plan; During the planning period of the preliminary plan, the reduction rate of the uterine volume data is calculated, and if the reduction rate of the uterine volume data reaches a preset uterine volume reduction rate threshold, light physical training is added to the preliminary exercise plan; If the first rehabilitation plan is a medium-term plan: If all the collected mid-term physical sign indicators meet the following conditions: the mid-term milk production data reaches the preset standard milk production threshold, the rectus abdominis width data reaches the preset standard rectus abdominis width threshold, the rectus abdominis depth data reaches the preset standard rectus abdominis depth threshold, the walking time data within a mid-term physical time period reaches the walking time threshold within a later physical time period, the walking distance data within a mid-term physical time period reaches the walking distance threshold within a later physical time period, the mid-term weight data reaches the later weight threshold, and the mid-term BMI data reaches the later BMI threshold, the mid-term plan is stopped and the later plan is started; If the collected mid-term physical sign indicators cannot all meet the mid-term lactation data reaching the preset standard lactation threshold, the rectus abdominis width data reaching the preset standard rectus abdominis width threshold, the rectus abdominis depth data reaching the preset standard rectus abdominis depth threshold, the walking time data within a mid-term physical time period reaching the walking time threshold within a later physical time period, the walking distance data within a mid-term physical time period reaching the walking distance threshold within a later physical time period, the mid-term weight data reaching the later weight threshold and the mid-term BMI data reaching the later BMI threshold, continue the mid-term plan; In the planning period of the medium-term plan, the rectus abdominis width reduction rate and the rectus abdominis depth reduction rate of the rectus abdominis width data and the rectus abdominis depth data are calculated. If the rectus abdominis width reduction rate and the rectus abdominis depth reduction rate are less than the preset rectus abdominis width reduction rate threshold and the rectus abdominis depth reduction rate threshold, then abdominal training is added to the medium-term exercise plan. The time length change rate and the walking distance change rate of the walking time data in a physical fitness time period in the medium-term and the walking distance data in a physical fitness time period in the medium-term are calculated. If the time length change rate and the walking distance change rate are greater than the preset time length change rate threshold and the walking distance change rate threshold, then light impedance training is added to the medium-term exercise plan. If the first rehabilitation plan is a later plan: If all the collected late-stage physical sign indicators meet the standard physical sign indicators, the rehabilitation program is stopped. The standard physical sign indicators include the walking time threshold within a standard physical time period, the walking distance threshold within a standard physical time period, the standard weight threshold, the standard body fat threshold, the standard BMI threshold, and the degree of menstruation regularity is menstruation and regular menstruation; If the collected late-stage physical signs and indicators cannot all meet the standard physical signs and indicators, continue with the late-stage plan; Output the first analysis result, which includes continuing the early plan, continuing the early plan and adding light physical training to the early exercise plan, stopping the early plan and starting the mid-term plan, continuing the mid-term plan, continuing the mid-term plan and adding abdominal muscle training to the mid-term exercise plan, continuing the mid-term plan and adding light resistance training to the mid-term exercise plan, continuing the mid-term plan and adding abdominal muscle training and light resistance training to the mid-term exercise plan, stopping the mid-term plan and starting the late plan, continuing the late plan and stopping the rehabilitation plan.
5. A health data management method for postpartum rehabilitation as claimed in claim 4, characterized in that: The step S3 includes the following sub-steps: Step S301, matching a rehabilitation plan set according to the first analysis result and outputting it as a second rehabilitation plan; If the first analysis result is to continue the previous plan, the second rehabilitation plan will be the previous plan; If the first analysis result is to continue the previous plan and add light physical training to the previous exercise plan, the second rehabilitation plan is the previous plan and light physical training is added to the previous exercise plan; If the first analysis results in stopping the initial plan and starting the mid-term plan, the second rehabilitation plan will be the mid-term plan; If the first analysis result is to continue with the medium-term plan, the second rehabilitation plan will be a medium-term plan; If the first analysis result is to continue the medium-term plan and add abdominal muscle training to the medium-term exercise plan, then the second rehabilitation plan is the medium-term plan and continues the medium-term plan and adds abdominal muscle training to the medium-term exercise plan; If the first analysis result is to continue the medium-term plan and add abdominal muscle training to the medium-term exercise plan, then the second rehabilitation plan is the medium-term plan and abdominal muscle training is added to the medium-term exercise plan; If the first analysis result is to continue the medium-term plan and add abdominal muscle training and light resistance training to the medium-term exercise plan, then the second rehabilitation plan is the medium-term plan and abdominal muscle training and light resistance training are added to the medium-term exercise plan; If the first analysis results in discontinuation of the mid-term plan and initiation of the late-term plan, the second rehabilitation plan is the late-term plan; If the first analysis result is to continue with the later plan, the second rehabilitation plan is the later plan; If the first analysis result is to stop the rehabilitation plan, the second rehabilitation plan will not be output; The second rehabilitation plan includes an early stage plan, an early stage plan and light physical training added to the early stage exercise plan, a mid-term plan, a mid-term plan and a continuation of the mid-term plan and the addition of abdominal muscle training to the mid-term exercise plan, a mid-term plan and the addition of abdominal muscle training to the mid-term exercise plan, a mid-term plan and the addition of abdominal muscle training and light resistance training to the mid-term exercise plan, and a late stage plan. The second rehabilitation plan corresponds to the second stage physical sign index and the second collection frequency: The second stage physical sign index and the second collection frequency corresponding to the preliminary plan and the preliminary plan with light physical training added to the preliminary exercise plan are the preliminary stage physical sign index and the preliminary collection frequency; The second-stage physical signs and the second collection frequencies corresponding to the medium-term plan, the medium-term plan and the continuation of the medium-term plan and the addition of abdominal muscle training to the medium-term exercise plan, the medium-term plan and the addition of abdominal muscle training to the medium-term exercise plan, and the medium-term plan and the addition of abdominal muscle training and mild resistance training to the medium-term exercise plan are the medium-term physical signs and the medium-term collection frequencies; The second stage physical sign indicators and the second collection frequency corresponding to the later stage plan are the later stage physical sign indicators and the later stage collection frequency.
6. A health data management method for postpartum rehabilitation as claimed in claim 5, characterized in that: The step S3 further comprises: Step S302, collecting the second stage physical sign index corresponding to the second rehabilitation plan three times, the collecting frequency of the three collections is the second collecting frequency corresponding to the second rehabilitation plan, and the output is the third stage physical sign index; If the second rehabilitation plan is a preliminary plan or a pre-plan and light physical training is added to the preliminary exercise plan, the physical sign indicators of the preliminary stage corresponding to the preliminary plan are collected at the pre-collection frequency; If the second rehabilitation plan is a medium-term plan, a medium-term plan and a continuation of the medium-term plan with the addition of abdominal muscle training to the medium-term exercise plan, a medium-term plan and the addition of abdominal muscle training to the medium-term exercise plan, or a medium-term plan and the addition of abdominal muscle training and mild resistance training to the medium-term exercise plan, then stop collecting the physical sign indicators of the early stage, and collect the physical sign indicators of the medium-term stage corresponding to the medium-term plan at the medium-term collection frequency; If the second rehabilitation plan is a late-stage plan, stop collecting the mid-stage physical sign indicators, and collect the late-stage physical sign indicators corresponding to the late-stage plan at the late-stage collection frequency; If no rehabilitation plan is received, the secondary collection is stopped; Outputting the third-stage physical sign indicators collected three times, wherein the third-stage physical sign indicators include early-stage physical sign indicators, mid-stage physical sign indicators, and late-stage physical sign indicators; Step S303, analyzing the third stage physical sign indicators, the analysis logic is the same as step S202, and a second analysis result is output, and the second analysis result has the same structure as the first analysis result.
7. A health data management method for postpartum rehabilitation as claimed in claim 6, characterized in that: The step S4 uses the second analysis result as a new input of the step S3, repeats the step S3 N times, N is an integer greater than 1, obtains the (N+2)th rehabilitation plan and the corresponding (N+2)th stage physical sign indicators, and when the (N+2)th stage physical sign indicators all meet the preset standard physical sign indicators, the rehabilitation plan is not output, and the corresponding (N+2)th stage physical sign indicators of the (N+2)th rehabilitation plan include: The (N+2) rehabilitation plan is the preliminary plan, and the corresponding (N+2) stage physical sign indicators are the physical sign indicators of the preliminary stage; The (N+2) rehabilitation plan is a mid-term plan, and the corresponding (N+2) stage physical sign indicators are mid-term physical sign indicators; The (N+2)th rehabilitation plan is a late-stage plan, and the corresponding (N+2)th stage physical sign indicators are late-stage physical sign indicators.
8. A health data management method for postpartum rehabilitation as claimed in claim 7, characterized in that: The step S5 comprises the following sub-steps: Step S501, abnormality detection is performed on the Nth stage physical sign indicators collected in steps S1-S4, and the detection logic is: If the Nth rehabilitation plan is an early stage plan and the physical sign indicators of the Nth stage meet any of the early abnormal conditions of early lactation data being lower than the preset early low lactation threshold, blood pressure data being higher than the standard blood pressure threshold, heart rate data being higher than the heart rate threshold, blood pressure data being lower than the standard blood pressure threshold, heart rate data being lower than the heart rate threshold, and uterine volume data being higher than the preset high uterine volume threshold, the corresponding early abnormal condition is output; If the Nth rehabilitation plan is a mid-term plan and the physical sign indicators of the Nth stage meet any of the mid-term abnormal conditions of the mid-term lactation data being lower than the preset mid-term low lactation threshold, the rectus abdominis width data being higher than the preset high rectus abdominis width data, the rectus abdominis depth data being higher than the preset high rectus abdominis depth data, the walking time data within a mid-term physical time period being lower than the preset mid-term low walking time data, the walking distance data within a mid-term physical time period being lower than the preset mid-term low walking distance data, the mid-term weight data being lower than the preset mid-term low weight data, the mid-term weight data being higher than the preset mid-term high weight data, the mid-term BMI data being lower than the preset mid-term low BMI data, and the mid-term BMI data being higher than the preset mid-term high BMI data, the corresponding mid-term abnormal condition is output; If the Nth rehabilitation plan is a late-stage plan and the physical sign index of the Nth stage meets any one of the following late-stage abnormal conditions: the late-stage weight data is lower than the preset late-stage low weight data, the late-stage weight data is higher than the preset late-stage high weight data, the walking time data within a late-stage physical time period is lower than the preset late-stage low walking time data, the walking distance data within a late-stage physical time period is lower than the preset mid-term low walking distance data, the body fat data is higher than the preset high body fat threshold, and the body fat data is lower than the preset low body fat threshold, the corresponding late-stage abnormal condition is output; The abnormality detection result is output, and the abnormality detection result includes an early abnormal situation, a mid-term abnormal situation, and a late abnormal situation.
9. A health data management method for postpartum rehabilitation as claimed in claim 8, characterized in that: The step S5 also includes a step S502, receiving an abnormality detection result and outputting a warning signal according to the abnormality detection result, wherein the warning signal includes early abnormality information, mid-term abnormality information and late abnormality information.
10. A health data management system for postpartum rehabilitation, which is applied to a health data management method for postpartum rehabilitation as claimed in any one of claims 1 to 8, characterized in that: It includes a primary collection module, a secondary collection and primary analysis module, a tertiary collection and secondary analysis module, a circulation module and a warning module; The primary collection module is used to collect the patient's current vital sign indicators once, obtain a primary collection result, match the rehabilitation plan set according to the primary collection result and output it as a first rehabilitation plan; The secondary collection and primary analysis module is used to perform secondary collection on the first-stage physical sign indicators corresponding to the input first rehabilitation plan, output them as second-stage physical sign indicators, analyze the second-stage physical sign indicators, and output the first analysis results; The three-time collection and secondary analysis module is used to match the rehabilitation plan set according to the first analysis result and output it as a second rehabilitation plan, perform three-time collection according to the second rehabilitation plan, output it as a third-stage physical sign index and stop the secondary collection, analyze the third-stage physical sign index, and output the second analysis result; The loop module is used to use the second analysis result as a new input of step S3, repeat step S3 N times, obtain the (N+2)th rehabilitation plan and the corresponding (N+2)th stage physical sign indicators, and stop the rehabilitation plan when all the (N+2)th stage physical sign indicators meet the preset standard physical sign indicators; The warning module is used to perform abnormality detection on the Nth stage vital sign indicators collected by the primary collection module, the secondary collection and primary analysis module, the tertiary collection and secondary analysis module and the circulation module, output the abnormality detection result and output a warning signal.
Citation Information
Patent Citations
Obstetrical rehabilitation data management method and system
CN116386795A