Basic medical integrated system and method based on medical defense fusion process optimization

Abstract

The invention relates to a basic medical integrated system and method based on medical defense fusion process optimization. The system comprises an integrated platform and at least one basic medical information system, the basic medical information system is used for storing first basic medical information of the user; acquiring second basic medical information sent by the integrated platform; and updating the first basic medical information based on the second basic medical information, the integrated platform is used for acquiring first basic medical information, sent by the basic medical information system, of the user; determining a target medical risk level of the user in a plurality of medical risk levels based on the first basic medical information; generating an information updating request corresponding to the user based on a target generation method corresponding to the target medical risk level; updating the first basic medical information based on the information updating request to generate second basic medical information corresponding to the first basic medical information; and sending the second basic medical information to the basic medical information system.

Description

Technical Field

[0001] The present application relates to the field of medical health technology, and in particular to a basic medical integration system and method based on medical and preventive integration process optimization. Background Art

[0002] With the development of economy and the improvement of people's living standards, the social disease situation is becoming more and more serious, especially chronic diseases and complications caused by chronic diseases are becoming more and more prominent. It is urgent to strengthen disease prevention and control work and improve the diagnosis and treatment of diseases. At present, the existing information technology is separated from the public health business and the medical business, and the business integration has not been achieved.

[0003] Under the traditional model, primary medical and health institutions are responsible for health management tasks such as basic public health services, family doctor contract services, and medical services. However, due to different work categories, medical personnel need to work across systems, and health service work is fragmented, resulting in inefficient health service work and a waste of manpower and financial resources. Summary of the invention

[0004] The embodiment of the present invention provides a basic medical integration system and method based on medical and preventive integration process optimization, which at least solves the problem that information technology in related technologies separates public health services from medical services and fails to achieve business integration.

[0005] In a first aspect, an embodiment of the present invention provides a basic medical integration system based on medical and preventive integration process optimization, the system comprising: an integration platform and at least one basic medical information system communicating with the integration platform;

[0006] The basic medical information system is used to store the user's first basic medical information; obtain the second basic medical information sent by the integrated platform; and update the first basic medical information based on the second basic medical information;

[0007] The integrated platform is used to obtain the first basic medical information of the user sent by the basic medical information system; determine the target medical risk level of the user among multiple medical risk levels based on the first basic medical information; generate an information update request corresponding to the user based on a target generation method corresponding to the target medical risk level; update the first basic medical information based on the information update request to generate the second basic medical information corresponding to the first basic medical information; send the second basic medical information to the basic medical information system so that the basic medical information system updates the first basic medical information based on the second basic medical information; wherein the multiple medical risk levels each correspond to a different method for generating information update requests.

[0008] Preferably, after acquiring the first basic medical information of the user sent by the basic medical information system, the integrated platform is further used to:

[0009] Obtaining a follow-up registration form corresponding to the user, wherein the follow-up registration form includes a first field corresponding to the first basic medical information and a second field for filling in personalized medical information;

[0010] Acquire an input operation corresponding to the personalized medical information to acquire target personalized medical information corresponding to the second field;

[0011] A target follow-up registration form corresponding to the user is generated based on the first basic medical information and the target personalized medical information.

[0012] Preferably, the step of obtaining the first basic medical information is specifically as follows:

[0013] Extract the user's preliminary data set from the basic medical information system, perform data set verification and determine integrity, using the formula:

[0014]

[0015] Get the preliminary data set I sum , where x i represents a single data item, and n represents the total number of data items;

[0016] The preliminary data set is standardized to reduce data errors and optimize the processing flow, using the formula:

[0017]

[0018] Get standardized data I std , where σ represents the standard deviation, μ represents the mean, and x i represents a single data item, and n represents the total number of data items:

[0019] Based on the standardized data, weighting and adjustment are performed to assign weights to each data using the formula:

[0020]

[0021] Get the first basic medical information I final , where w i represents the weight of the i-th data, x i represents a single data item, σ represents the standard deviation, μ represents the mean, and n represents the total number of data items.

[0022] Preferably, determining the target medical risk level of the user among multiple medical risk levels based on the first basic medical information includes:

[0023] Acquire the target follow-up registration form; and determine the target medical risk level of the user among the multiple medical risk levels based on the first basic medical information and the target personalized medical information.

[0024] Preferably, determining the target medical risk level of the user among multiple medical risk levels based on the first basic medical information includes:

[0025] For any target first basic medical information in the first basic medical information, determining a measurement value corresponding to the target first basic medical information, wherein each of the multiple medical risk levels corresponds to a different measurement value range;

[0026] Determine a target measurement value range corresponding to the target first basic medical information based on the measurement value;

[0027] The target medical risk level for the user is determined based on the target measurement value range.

[0028] Preferably, the step of obtaining the target medical risk level is specifically as follows:

[0029] Extract the user's first basic medical information, integrate the medical information, and use the formula:

[0030]

[0031] Get the integrated medical information M, where is the i-th medical information point, is information point x g The adjustment factor, n g is the total number of medical information points;

[0032] Based on the integrated medical information, the measurement values ​​associated with the medical risk level are analyzed and converted into quantifiable risk measurement standards using the formula:

[0033]

[0034] Get the target measurement value V, where is information point x i The weight factor, n g is the total number of medical information points, is the i-th medical information point;

[0035] The target measurement value is compared with the medical risk level table to determine the target medical risk level.

[0036] Preferably, the target medical risk level includes a first medical risk level;

[0037] The target generation method based on the target medical risk level generates an information update request corresponding to the user, including:

[0038] The target follow-up registration form is updated based on the cooperative diagnosis information corresponding to the first medical risk level, and a cooperative diagnosis follow-up registration form is generated;

[0039] Sending the cooperative diagnosis follow-up registration form to the target cooperative diagnosis institution so that the target cooperative diagnosis institution generates a consultation result based on the cooperative diagnosis follow-up registration form;

[0040] When the consultation result is obtained, the information update request is generated.

[0041] Preferably, the updating of the first basic medical information based on the information update request to generate the second basic medical information corresponding to the first basic medical information includes:

[0042] The first basic medical information in the cooperative diagnosis and follow-up registration form is updated based on the consultation result to generate the second basic medical information corresponding to the first basic medical information.

[0043] Preferably, the target medical risk level includes a second medical risk level;

[0044] The target generation method based on the target medical risk level generates an information update request corresponding to the user, including:

[0045] Determining the contract status between the user and the integrated platform, and outputting a first determination result;

[0046] If the first judgment result shows that the user is in a contracted state with the integrated platform, judging the health status of the user based on the target follow-up registration form, and outputting a second judgment result;

[0047] generating a target medical information collection method corresponding to the user based on the second judgment result, so as to collect the medical information of the user based on the target medical information collection method;

[0048] Acquire target medical information obtained after collecting the user's medical information based on the target medical information collection method, so as to generate the information update request based on the target medical information.

[0049] Preferably, the updating of the first basic medical information based on the information update request to generate the second basic medical information corresponding to the first basic medical information includes:

[0050] The first basic medical information is updated based on the target medical information to generate the second basic medical information corresponding to the first basic medical information.

[0051] In a second aspect, an embodiment of the present invention provides a basic medical integration method based on medical and preventive integration process optimization, the method is applied to an integrated platform in a basic medical integration system based on medical and preventive integration process optimization, the basic medical integration system based on medical and preventive integration process optimization also includes at least one basic medical information system that is communicatively connected to the integrated platform, the basic medical information system is used to store the user's first basic medical information; the method includes:

[0052] Acquiring first basic medical information of the user sent by the basic medical information system;

[0053] Determining a target medical risk level of the user among multiple medical risk levels based on the first basic medical information, wherein each of the multiple medical risk levels corresponds to a different method for generating an information update request;

[0054] Generate an information update request corresponding to the user based on the target generation method of the information update request corresponding to the target medical risk level;

[0055] updating the first basic medical information based on the information update request to generate the second basic medical information corresponding to the first basic medical information;

[0056] The second basic medical information is sent to the basic medical information system so that the basic medical information system updates the first basic medical information based on the second basic medical information.

[0057] Preferably, after acquiring the first basic medical information of the user sent by the basic medical information system, the method further comprises:

[0058] Obtaining a follow-up registration form corresponding to the user, wherein the follow-up registration form includes a first field corresponding to the first basic medical information and a second field for filling in personalized medical information;

[0059] Acquire an input operation corresponding to the personalized medical information to acquire target personalized medical information corresponding to the second field;

[0060] A target follow-up registration form corresponding to the user is generated based on the first basic medical information and the target personalized medical information.

[0061] In a third aspect, an embodiment of the present invention provides an electronic device, comprising: a processor, and a memory storing a program, wherein the program comprises instructions, and when the instructions are executed by the processor, the processor executes the method according to the second aspect.

[0062] In a fourth aspect, an embodiment of the present invention provides a non-transitory machine-readable medium storing computer instructions, wherein the computer instructions are used to cause the computer to execute the method according to the second aspect.

[0063] Beneficial effects of the embodiments of the present invention:

[0064] The basic medical integration system based on the optimization of the medical and prevention integration process provided by the embodiment of the present invention can solve the problem of the separation of information between public health services and medical services in related technologies, and fail to achieve business integration and information integration. In practical applications, the integrated platform can obtain the first basic medical information of the user stored in the basic medical information system. In this way, the integrated platform can determine the target medical risk level of the user among multiple medical risk levels based on the first basic medical information; and generate an information update request corresponding to the user based on the target generation method corresponding to the target medical risk level, update the first basic medical information, and generate the second basic medical information; finally, the integrated platform can send the second basic medical information to the basic medical information system, and the basic medical information system can update the first basic medical information based on the second basic medical information, so as to realize the information integration between the integrated platform and multiple basic medical information systems. Based on the above method, the segmentation and disconnection between public health services and medical services can be improved, the low efficiency of health service work can be improved, and manpower and financial resources can be saved.

[0065] The details of one or more embodiments of the invention are set forth in the following drawings and description so that other features, objects, and advantages of the invention are more readily apparent. BRIEF DESCRIPTION OF THE DRAWINGS

[0066] In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the following briefly introduces the drawings required for use in the embodiments or the prior art descriptions. Obviously, the drawings described below are only some embodiments of the present invention, and for ordinary technicians in this field, other embodiments can be obtained based on these drawings without creative work.

[0067] Figure 1A schematic diagram of a basic medical integration system based on medical-prevention integration process optimization provided by an exemplary embodiment of the present invention.

[0068] Figure 2 A flowchart of a method for generating a target follow-up registration form provided by an exemplary embodiment of the present invention.

[0069] Figure 3 A flowchart of a method for determining a target medical risk level is provided as an exemplary embodiment of the present invention.

[0070] Figure 4 A flowchart of a basic medical integration method based on medical-prevention integration process optimization provided by an exemplary embodiment of the present invention.

[0071] Figure 5 A schematic diagram of a basic medical integrated device based on medical-prevention integration process optimization provided by an exemplary embodiment of the present invention.

[0072] Figure 6 The present invention provides a schematic structural diagram of an electronic device according to an exemplary embodiment of the present invention.

[0073] Figure 7 This is a flowchart for obtaining the first basic medical information in the present invention.

[0074] Figure 8 This is a flow chart for obtaining the target medical risk level in the present invention. DETAILED DESCRIPTION

[0075] Embodiments of the present embodiment will be described in more detail below with reference to the accompanying drawings. Although certain embodiments of the present embodiment are shown in the accompanying drawings, it should be understood that the present embodiment can be implemented in various forms and should not be construed as being limited to the embodiments set forth herein, which are instead provided for a more thorough and complete understanding of the present embodiment. It should be understood that the drawings and embodiments of the present embodiment are only for exemplary purposes and are not intended to limit the scope of protection of the present embodiment.

[0076] In order to improve the division and disconnection between public health services and medical services, improve the low efficiency of health service work, and save manpower and financial resources, an embodiment of the present invention provides a basic medical integration system based on medical and preventive integration process optimization.

[0077] like Figure 1 As shown, the basic medical integration system based on medical and preventive integration process optimization provided by the embodiment of the present invention includes an integrated platform and at least one basic medical information system that is in communication connection with the integrated platform. Specifically:

[0078] Basic medical information system: used to store the user's first basic medical information; obtain the second basic medical information sent by the integrated platform; and update the first basic medical information based on the second basic medical information.

[0079] Integrated platform: used to obtain the first basic medical information of the user sent by the basic medical information system; determine the target medical risk level of the user among multiple medical risk levels based on the first basic medical information; generate an information update request corresponding to the user based on the target generation method corresponding to the target medical risk level; update the first basic medical information based on the information update request to generate second basic medical information corresponding to the first basic medical information; send the second basic medical information to the basic medical information system so that the basic medical information system updates the first basic medical information based on the second basic medical information; wherein, each of the multiple medical risk levels corresponds to a different method for generating information update requests.

[0080] In this embodiment, the basic medical information system may include a service or management system for storing the basic medical information of the user. For example, the basic medical information system may specifically include a basic public health management system, a hospital information system (HIS), a family doctor contract system, a three-high co-management system, a resident home self-testing system, and the like.

[0081] In this embodiment, in actual applications, the identity information of the user can be determined according to the identity identifier of the user. In this embodiment, the identity identifier can include an identity card number, etc.

[0082] Based on the embodiments of the present application, with the user's identity as an index, the basic medical integration system based on the optimization of the medical and preventive integration process can integrate the user's data in the public health management system, hospital information system, family doctor contract system, three high co-management system, and resident home self-testing system, and synchronize and display the user's basic public health system filing status and business completion status, family doctor contract system contract status, three high co-management system management status, HIS system diagnosis and treatment status, residents' recent self-test physical signs and other basic medical information in the above multiple basic medical information systems. For unfinished services, the basic medical integration system based on the optimization of the medical and preventive integration process can also provide system reminders to medical staff and quickly jump to the corresponding service functions.

[0083] In actual applications, the user's first basic medical information may include the user's identity information, basic physical data (height, weight, etc.), multiple health examination forms, and the examination data content corresponding to each of the above multiple health examination forms, etc. Optionally, the health examination form may include a health examination form, a diabetes follow-up form, a hypertension follow-up form, an annual health assessment, a complication collection form, etc. It should be noted that the above first basic medical information is only an exemplary embodiment. According to specific implementation needs, the first basic medical information may include any data related to the user's physical health, etc.

[0084] Secondly, the basic medical information obtained by users at health stations and other institutions can be synchronized to the above-mentioned public health management system, hospital information system, family doctor contract system, and three-high co-management system in the form of data interface through the basic medical integration system based on the optimization of the medical and prevention integration process. In the residents' electronic files and electronic medical records, when the resident visits the doctor, the attending doctor can directly obtain the basic medical information obtained by the user at health stations and other institutions. In actual applications, the basic medical information of users in any of the above-mentioned health stations and other institutions, public health management systems, hospital information systems, family doctor contract systems, three-high co-management systems, etc., can be synchronized to any other system through the form of data interface. In this embodiment, the basic medical information included in the public health management system may include data related to the health management of the elderly, hypertension health management, diabetes health management, etc.; the basic medical information included in the family doctor contract system may include resident contract information, etc.; the basic medical information included in the three-high co-management system may include resident screening information, evaluation information, follow-up information, etc.

[0085] Specifically, taking the hospital information system as an example, the basic medical information of users in institutions such as health stations, public health management systems, family doctor contract systems, and three high co-management systems can be synchronized to the hospital information system. After obtaining the basic medical information of the user, the hospital information system can organize the basic medical information of the user, and determine the target basic medical information that the user currently lacks based on the user's actual health data, and prompt it so that the user can collect and provide the target basic medical information according to the prompt information.

[0086] In practical applications, the basic medical integration system based on the optimization of the medical and preventive integration process provided by this embodiment can be applied to the user's pre-diagnosis preparation process in the hospital information system. For example, the pre-diagnosis preparation process may include a pre-diagnosis registration process. For example, when a user makes a pre-diagnosis registration for a chronic disease in a hospital information system, the hospital information system can obtain the basic medical information of the user within a preset time period (for example, one month, three months, etc.) from institutions such as health stations, public health management systems, family doctor contract systems, and three high co-management systems, and determine the basic medical information required for the visit associated with the chronic disease in the above basic medical information, and determine the target basic medical information that has no data, requires secondary testing or referral, and display the target basic medical information to prompt the user to perform physical examinations based on the target basic medical information. Based on the basic medical integration system based on the optimization of the medical and preventive integration process provided by this embodiment, the efficiency of obtaining medical information can be improved, thereby improving the work efficiency of medical staff. Further, in an optional embodiment, the pre-diagnosis preparation process may also include a waiting process. For example, based on the above embodiment, after the user completes the registration in the hospital information system, the target basic medical information that needs to be acquired and tested can be determined. In the actual application process, some of the basic medical information in the target basic medical information can be acquired independently by the user. For example, the height and weight of the user can be obtained through the height and weight scale in the hospital; the user's blood pressure can be obtained through the sphygmomanometer in the hospital. After obtaining the above target basic medical information, the user can upload the above target basic medical information to the resident electronic files, HIS medical electronic medical records and other tools in the hospital information system. In this way, when the user is seeing a doctor, medical staff can directly obtain the above target basic medical information. Based on the basic medical integration system based on the optimization of the medical and prevention integration process provided by this embodiment, it can make full use of the idle time of the user in the waiting process, reduce the waiting time of the user in the waiting process, and further improve the work efficiency of medical staff.

[0087] In an optional embodiment, in addition to the medical risk level, it is also determined whether the various health management services at the grassroots level meet the service specification standards, which is used to determine the type of follow-up registration form for generating subsequent instructions.

[0088] In an optional embodiment, after acquiring the first basic medical information of the user sent by the basic medical information system, the integrated platform is also used to generate a target follow-up registration form corresponding to the user.

[0089] Figure 2 A flowchart of a method for generating a target follow-up registration form provided by an exemplary embodiment of the present invention. Figure 2 , the method comprises the following steps.

[0090] Step S201: Obtain a follow-up registration form corresponding to the user, wherein the follow-up registration form includes a first field corresponding to the first basic medical information and a second field for filling in personalized medical information.

[0091] Step S202: Acquire an input operation corresponding to the personalized medical information to acquire target personalized medical information corresponding to the second field.

[0092] Step S203: Generate a target follow-up registration form corresponding to the user based on the first basic medical information and the target personalized medical information.

[0093] In this embodiment, the follow-up registration form may include a form used in clinical medicine to record patient follow-up information. Its main function is to help medical staff record important information such as the patient's treatment status, changes in condition, medication status, etc., to facilitate doctors to conduct comprehensive assessments of the patient's condition and adjust treatment.

[0094] In practical applications, the first field in the follow-up registration form can be used to fill in the first basic medical information obtained in the basic medical system. Specifically, for any target first field among the multiple first fields in the follow-up registration form, if data information identical to the target first field is determined in the first basic medical information, the determined data information can be filled in the first field in the follow-up registration form.

[0095] For example, the first field in the follow-up registration form may specifically include height, weight, body mass index, exercise frequency, exercise duration, glycated hemoglobin, smoking status, drinking frequency, etc.

[0096] The second field in the follow-up registration form may include supplementary information corresponding to the first field, and may also include medical information provided by the user in a personalized manner, any other medical information required by medical staff, etc.

[0097] For example, taking the first field as weight, the second field may include body fat percentage, visceral fat content, water content, etc. corresponding to the weight.

[0098] In this embodiment, the input operation corresponding to the personalized medical information may include an input operation, a click operation, or a voice input operation, etc.

[0099] In actual applications, before obtaining the entry operation, the entry page of personalized medical information can be displayed to the user. Afterwards, the user can enter or select the corresponding second field based on the above entry page, and supplement the data content corresponding to the above second field.

[0100] Specifically, first, a personalized medical information entry page may be displayed to the user, and the user may input the personalized medical information based on the entry page.

[0101] Based on the above method, after the contents of the first field and the second field in the follow-up registration form are filled, the target follow-up registration form can be obtained.

[0102] In an optional embodiment, after generating a target follow-up registration form, and determining the target medical risk level of the user among multiple medical risk levels based on the first basic medical information in the target follow-up registration form, first, the target follow-up registration form can be obtained. Then, the target medical risk level of the user is determined among multiple medical risk levels based on the first basic medical information and the target personalized medical information.

[0103] Figure 3 A flowchart of a method for determining a target medical risk level provided by an exemplary embodiment of the present invention. Figure 3 , the method comprises the following steps.

[0104] Step 301: for any target first basic medical information in the first basic medical information, determine a measurement value corresponding to the target first basic medical information, wherein a plurality of medical risk levels respectively correspond to a different measurement value range.

[0105] Step 302: Determine a target measurement value range corresponding to the target first basic medical information based on the measurement value.

[0106] Step 303: Determine the target medical risk level of the user based on the target measurement value range.

[0107] In this embodiment, any target first basic medical information has different corresponding medical risk levels, and accordingly, different medical risk levels have different corresponding measurement value ranges.

[0108] For example, it is assumed that the first basic medical information includes the first basic medical information A and the first basic medical information B. The medical risk levels corresponding to the first basic medical information A include medical risk level a, medical risk level b, and medical risk level c. Specifically, the measurement value range corresponding to the medical risk level a may include 0 to 5, the measurement value range corresponding to the medical risk level b may include 6 to 10, and the measurement value range corresponding to the medical risk level c may include 11 to 15; and the medical risk levels corresponding to the first basic medical information B include medical risk level a and medical risk level b. Specifically, the measurement value range corresponding to the medical risk level a may include 0 to 10, and the measurement value range corresponding to the medical risk level b may include 11 to 20.

[0109] Therefore, in practical applications, for any target basic medical information, the corresponding target measurement value range can be determined through its corresponding measurement value, and then the corresponding target medical risk level can be determined.

[0110] In an optional embodiment, the target medical risk level may include a first medical risk level and a second medical risk level. In this embodiment, the first medical risk level and the second medical risk level are different. Specifically, the illness levels of users of the first medical risk level and the second medical risk level are different. For example, the first medical risk level may include that the illness level of the user requires referral, co-diagnosis, etc.; the second medical risk level may include that the illness level of the user does not require referral, co-diagnosis, etc., and so on.

[0111] In this embodiment, when the user's target medical risk level is the first medical risk level, that is, the user's illness level requires referral work, when an information update request corresponding to the user is generated based on the target generation method corresponding to the target medical risk level, the target follow-up registration form can be updated based on the cooperative diagnosis information corresponding to the first medical risk level to generate a cooperative diagnosis follow-up registration form. Then, the cooperative diagnosis follow-up registration form is sent to the target cooperative diagnosis agency so that the target cooperative diagnosis agency generates a consultation result based on the cooperative diagnosis follow-up registration form. Finally, when the consultation result is obtained, an information update request is generated.

[0112] In this embodiment, the cooperative diagnosis information may specifically include a referral agency, a referral department, a diagnosis result, and the like.

[0113] After the information update request is generated based on the above method, the first basic medical information in the cooperative diagnosis and follow-up registration form can be updated based on the consultation result to generate second basic medical information corresponding to the first basic medical information.

[0114] In this embodiment, when the user's target medical risk level is the second medical risk level, that is, the user's illness level does not require referral, when an information update request corresponding to the user is generated based on the target generation method corresponding to the target medical risk level, the contract status between the user and the integrated platform can be judged and the first judgment result can be output.

[0115] When the first judgment result indicates that the user is in a contractual state with the integrated platform, the health state of the user is judged based on the target follow-up registration form, and a second judgment result is output.

[0116] In this embodiment, the user's health status may include a good status and a confirmed status, wherein the confirmed status may specifically include patients who have health assessment records within a preset time period and patients who have no health assessment records within the preset time period.

[0117] A target medical information collection method corresponding to the user is generated based on the second judgment result, so that the user's medical information is collected based on the target medical information collection method.

[0118] In this embodiment, users with different health statuses may have corresponding different medical information collection methods, and the target medical information collection method corresponding to the user can be determined according to the user's health status.

[0119] For example, if the user's health status is good, the target medical information can be collected through a health assessment; if the user's health status is confirmed and there is a health assessment record within a preset time period, the user can be recommended to undergo an annual health assessment, and the target medical information can be collected in turn, and so on.

[0120] Finally, the target medical information obtained after collecting the user's medical information based on the target medical information collection method is obtained to generate an information update request based on the target medical information.

[0121] In this embodiment, the health status of the user can be judged based on the target follow-up registration form, and the second judgment result can be output. Specifically, it can be judged whether the user is a confirmed patient of a certain type of disease based on the information in the user's target follow-up registration form. When the second judgment result indicates that the user is confirmed as a confirmed patient of a certain type of disease, personalized information collection operations can be performed on the user based on the symptom characteristics of the disease. For example, the user's complication information, annual health assessment information, etc. can be obtained.

[0122] Based on the above embodiment, if the first judgment result indicates that the user has not signed a contract with the integrated platform, family doctor contract recommendation information corresponding to the user can be generated. Specifically, the family doctor contract recommendation information can make adaptive recommendations for service items based on the population category to which the user belongs. Among them, the population category can include the general population, the elderly population, the pregnant and lying-in women population, the children population, the hypertension patient population, the diabetes patient population, and the like.

[0123] Optionally, if the first judgment result indicates that the user has signed a contract with the integrated platform, but the user has not performed testing, evaluation, etc. of basic medical information within a preset time period, an annual health assessment can be recommended to the user.

[0124] Optionally, when the first basic medical information is updated based on the information update request to generate second basic medical information corresponding to the first basic medical information, the first basic medical information can be updated based on the target medical information to generate second basic medical information corresponding to the first basic medical information.

[0125] Optionally, the integrated platform generates second basic medical information corresponding to the first basic medical information; and sends the second basic medical information to the basic medical information system so that the basic medical information system updates the first basic medical information based on the second basic medical information. In this embodiment, the integrated platform can send the updated cooperative diagnosis and follow-up registration form or the follow-up registration form to the basic medical information system so that the basic medical information system obtains the above-mentioned second basic medical information based on the cooperative diagnosis and follow-up registration form or the follow-up registration form.

[0126] Based on the above-mentioned basic medical integration system based on medical-prevention integration process optimization provided by the embodiment of the present invention, the embodiment of the present invention also provides a basic medical integration method based on medical-prevention integration process optimization.

[0127] Figure 4 A flowchart of a basic medical integration method based on medical and preventive integration process optimization provided by an exemplary embodiment of the present invention. Figure 4 The method is applied to an integrated platform in a basic medical integrated system based on medical and preventive integration process optimization, and the basic medical integrated system based on medical and preventive integration process optimization also includes at least one basic medical information system that is connected to the integrated platform for communication, and the basic medical information system is used to store the user's first basic medical information. The method includes the following steps:

[0128] Step S401: Acquire the first basic medical information of the user sent by the basic medical information system.

[0129] Step S402: determining a target medical risk level of the user among multiple medical risk levels based on the first basic medical information, wherein each of the multiple medical risk levels corresponds to a different method for generating an information update request.

[0130] Step S403: Generate an information update request corresponding to the user based on the target generation method of the information update request corresponding to the target medical risk level.

[0131] Step S404: Update the first basic medical information based on the information update request to generate second basic medical information corresponding to the first basic medical information.

[0132] Step S405: Send the second basic medical information to the basic medical information system so that the basic medical information system updates the first basic medical information based on the second basic medical information.

[0133] In an optional embodiment, after obtaining the first basic medical information of the user sent by the basic medical information system, the method further includes:

[0134] Obtain a follow-up registration form corresponding to the user, wherein the follow-up registration form includes a first field corresponding to the first basic medical information and a second field for filling in personalized medical information. Obtain an input operation corresponding to the personalized medical information to obtain target personalized medical information corresponding to the second field. Generate a target follow-up registration form corresponding to the user based on the first basic medical information and the target personalized medical information.

[0135] Based on the above basic medical integration method based on medical and preventive integration process optimization provided by the embodiment of the present invention, the embodiment of the present invention also provides a basic medical integration device based on medical and preventive integration process optimization. Figure 5 As shown, the device is applied to an integrated platform in a basic medical integrated system based on medical and preventive integration process optimization, and the basic medical integrated system based on medical and preventive integration process optimization also includes at least one basic medical information system that is connected to the integrated platform for communication, and the basic medical information system is used to store the user's first basic medical information. The device includes:

[0136] The acquisition module 501 is used to acquire the first basic medical information of the user sent by the basic medical information system.

[0137] The determination module 502 is used to determine the target medical risk level of the user among multiple medical risk levels based on the first basic medical information, wherein each of the multiple medical risk levels corresponds to a different method for generating an information update request.

[0138] The generating module 503 is used to generate an information updating request corresponding to the user based on the target generating method of the information updating request corresponding to the target medical risk level.

[0139] The updating module 504 is used to update the first basic medical information based on the information update request to generate second basic medical information corresponding to the first basic medical information.

[0140] The sending module 505 is used to send the second basic medical information to the basic medical information system, so that the basic medical information system updates the first basic medical information based on the second basic medical information.

[0141] Optionally, the acquisition module 501 is further used to acquire a follow-up registration form corresponding to the user, wherein the follow-up registration form includes a first field corresponding to the first basic medical information and a second field for filling in personalized medical information. An input operation corresponding to the personalized medical information is acquired to acquire target personalized medical information corresponding to the second field.

[0142] Correspondingly, the generating module 503 is further used to generate a target follow-up registration form corresponding to the user based on the first basic medical information and the target personalized medical information.

[0143] An embodiment of the present invention further provides an electronic device, comprising: at least one processor; and a memory in communication with the at least one processor. The memory stores a computer program executable by the at least one processor, and when the computer program is executed by the at least one processor, the electronic device executes the method of the embodiment of the present invention.

[0144] An embodiment of the present invention further provides a non-transitory machine-readable medium storing a computer program, wherein the computer program, when executed by a processor of a computer, is used to cause the computer to execute the method of the embodiment of the present invention.

[0145] An embodiment of the present invention further provides a computer program product, including a computer program, wherein the computer program, when executed by a processor of a computer, is used to enable the computer to execute the method of the embodiment of the present invention.

[0146] refer to Figure 6 , a block diagram of an electronic device that can be used as a server or client of an embodiment of the present invention will now be described, which is an example of a hardware device that can be applied to various aspects of the present invention. Electronic devices are intended to represent various forms of digital electronic computer devices, such as laptop computers, desktop computers, workbenches, personal digital assistants, servers, blade servers, mainframe computers, and other suitable computers. Electronic devices can also represent various forms of mobile devices, such as personal digital processing, cellular phones, smart phones, wearable devices, and other similar computing devices. The components shown herein, their connections and relationships, and their functions are merely examples and are not intended to limit the implementation of the present invention described and / or required herein.

[0147] like Figure 6 As shown, the electronic device includes a computing unit 601, which can perform various appropriate actions and processes according to a computer program stored in a read-only memory (ROM) 602 or a computer program loaded from a storage unit 608 into a random access memory (RAM) 603. In the RAM 603, various programs and data required for the operation of the electronic device can also be stored. The computing unit 601, the ROM 602, and the RAM 603 are connected to each other via a bus 604. An input / output (I / O) interface 605 is also connected to the bus 604.

[0148] Multiple components in the electronic device are connected to the I / O interface 605, including: an input unit 606, an output unit 607, a storage unit 608, and a communication unit 609. The input unit 606 can be any type of device that can input information to the electronic device, and the input unit 606 can receive input digital or character information, and generate key signal input related to user settings and / or function control of the electronic device. The output unit 607 can be any type of device that can present information, and can include but is not limited to a display, a speaker, a video / audio output terminal, a vibrator, and / or a printer. The storage unit 608 can include but is not limited to a disk, an optical disk. The communication unit 609 allows the electronic device to exchange information / data with other devices through a computer network such as the Internet and / or various telecommunication networks, and can include but is not limited to a modem, a network card, an infrared communication device, a wireless communication transceiver, and / or a chipset, such as a Bluetooth device, a WiFi device, a WiMax device, a cellular communication device, and / or the like.

[0149] The computing unit 601 may be a variety of general and / or special processing components with processing and computing capabilities. Some examples of the computing unit 601 include, but are not limited to, a CPU, a graphics processing unit (GPU), various dedicated artificial intelligence (AI) computing chips, various computing units running machine learning model algorithms, digital signal processors (DSPs), and any appropriate processors, controllers, microcontrollers, etc. The computing unit 601 performs the various methods and processes described above. For example, in some embodiments, the method embodiments of the present invention may be implemented as a computer program, which is tangibly contained in a machine-readable medium, such as a storage unit 608. In some embodiments, part or all of the computer program may be loaded and / or installed on an electronic device via a ROM 602 and / or a communication unit 609. In some embodiments, the computing unit 601 may be configured to perform the above-described method in any other appropriate manner (e.g., by means of firmware).

[0150] The computer programs for implementing the methods of the embodiments of the present invention may be written in any combination of one or more programming languages. These computer programs may be provided to a processor or controller of a general-purpose computer, a special-purpose computer, or other programmable data processing device, so that when the computer programs are executed by the processor or controller, the functions / operations specified in the flow chart and / or block diagram are implemented. The computer programs may be executed entirely on the machine, partially on the machine, partially on the machine as a stand-alone software package and partially on a remote machine, or entirely on a remote machine or server.

[0151] In the context of an embodiment of the present invention, a machine-readable medium may be a tangible medium that may contain or store a program for use by or in conjunction with an instruction execution system, device, or equipment. A machine-readable medium may be a machine-readable signal medium or a machine-readable storage medium. A machine-readable signal medium may include, but is not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, device, or equipment, or any suitable combination of the foregoing. A more specific example of a machine-readable storage medium may include an electrical connection based on one or more lines, a portable computer disk, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disk read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.

[0152] See also Figure 7 , the first step of obtaining basic medical information is as follows:

[0153] Extract the user's preliminary data set from the basic medical information system, perform data set verification and determine integrity, using the formula:

[0154]

[0155] Get the preliminary data set I sum , where x i represents a single data item, and n represents the total number of data items;

[0156] Standardize the preliminary data set to reduce data errors and optimize the processing flow, using the formula:

[0157]

[0158] Get standardized data I std , where σ represents the standard deviation, μ represents the mean, and x i represents a single data item, and n represents the total number of data items;

[0159] Based on the standardized data, weighting and adjustment are performed to assign weights to each data item using the formula:

[0160]

[0161] Get the first basic medical information I final , where w i represents the weight of the i-th data, x i represents a single data item, σ represents the standard deviation, μ represents the mean, and n represents the total number of data items.

[0162] There are five data items:

[0163] x1=50, x2=60, x3=70, x4=80, x5=90

[0164] Computation I sum The process is as follows:

[0165] I sum =50+60+70+80+90=350

[0166] I sum =350 represents the sum of these five data items, which is used in subsequent data processing steps.

[0167] μ by calculate;

[0168] The calculation method of σ is

[0169] Using the above data:

[0170] Calculate the mean μ:

[0171]

[0172] Calculate the standard deviation σ:

[0173]

[0174] Computation I std :

[0175]

[0176]

[0177] The standardized value I std = 1 is used for further weighting to ensure that the data are compared on the same scale.

[0178] See also Figure 8 , the specific steps for obtaining the target medical risk level are:

[0179] Extract the user's first basic medical information and integrate the medical information using the formula:

[0180]

[0181] Get the integrated medical information M, where is the i-th medical information point, is information point x g The adjustment factor, n g is the total number of medical information points;

[0182] Based on the integrated medical information, the measurement values ​​associated with the medical risk level are analyzed and converted into quantifiable risk measurement standards using the formula:

[0183]

[0184] Get the target measurement value V, where is information point x i The weight factor, n g is the total number of medical information points, is the i-th medical information point;

[0185] Based on the target measurement value, it is compared with the medical risk level table to determine the target medical risk level.

[0186] Three medical information points were collected:

[0187]

[0188]

[0189]

[0190] The adjustment factor is set to:

[0191] Calculation process:

[0192] M=0.5·120+1.5·5.6+0.2·36.6=60+8.4+7.32=75.72

[0193] The integrated medical information M=75.72 is a weighted sum, reflecting the comprehensive score of health status according to preset weights.

[0194] Using the above data and weighting factors, n g There are 3;

[0195] Calculation process:

[0196]

[0197] The target measurement value V=25.24 represents the averaged health risk score.

[0198] If the low risk level is 0-10, the medium risk level is 10-20, and the high risk level is 20-30;

[0199] Since V is 25.24, it belongs to the third risk level, indicating a high risk level.

[0200] It should be noted that the term "including" and its variations used in the embodiments of the present invention are open inclusions, that is, "including but not limited to". The term "based on" means "based at least in part on". The term "one embodiment" means "at least one embodiment"; the term "another embodiment" means "at least one other embodiment"; the term "some embodiments" means "at least some embodiments". The modifications of "one" and "multiple" mentioned in the embodiments of the present invention are illustrative rather than restrictive. Those skilled in the art should understand that unless the context clearly indicates otherwise, it should be understood as "one or more".

[0201] The user information (including but not limited to user device information, user personal information, etc.) and data (including but not limited to data used for analysis, stored data, displayed data, etc.) involved in the embodiments of the present invention are all information and data authorized by the user or fully authorized by all parties, and the collection, use and processing of relevant data must comply with relevant laws, regulations and standards of relevant countries and regions, and provide corresponding operation entrances for users to choose to authorize or refuse.

[0202] The various steps described in the method implementation methods provided in the embodiments of the present invention may be performed in different orders and / or in parallel. In addition, the method implementation methods may include additional steps and / or omit the steps shown. The scope of protection of the present invention is not limited in this respect.

[0203] The term "embodiment" in this specification refers to specific features, structures or characteristics described in conjunction with the embodiment that can be included in at least one embodiment of the present invention. The appearance of this phrase in various places in the specification does not necessarily mean the same embodiment, nor does it mean that it is mutually exclusive with other embodiments and is independent or optional. The various embodiments in this specification are described in a related manner, and the same or similar parts between the various embodiments refer to each other. In particular, for the device, equipment, and system embodiments, since they are basically similar to the method embodiments, the description is relatively simple, and the relevant parts refer to the partial description of the method embodiment.

[0204] The above-mentioned embodiments only express several implementation methods of the present invention, and the description thereof is relatively specific and detailed, but it cannot be understood as limiting the scope of patent protection. It should be pointed out that, for a person of ordinary skill in the art, several variations and improvements can be made without departing from the concept of the present invention, and these all belong to the scope of protection of the present invention. Therefore, the scope of protection of the present invention shall be subject to the attached claims.

Claims

1. A basic medical integration system based on medical and preventive integration process optimization, characterized in that: The system includes: an integrated platform and at least one basic medical information system in communication connection with the integrated platform; The basic medical information system is used to store the user's first basic medical information; obtain the second basic medical information sent by the integrated platform; and update the first basic medical information based on the second basic medical information; The integrated platform is used to obtain the first basic medical information of the user sent by the basic medical information system; determine the target medical risk level of the user among multiple medical risk levels based on the first basic medical information; generate an information update request corresponding to the user based on a target generation method corresponding to the target medical risk level; update the first basic medical information based on the information update request to generate the second basic medical information corresponding to the first basic medical information; send the second basic medical information to the basic medical information system so that the basic medical information system updates the first basic medical information based on the second basic medical information; wherein the multiple medical risk levels each correspond to a different method for generating information update requests; After acquiring the first basic medical information of the user sent by the basic medical information system, the integrated platform is further used to: Obtaining a follow-up registration form corresponding to the user, wherein the follow-up registration form includes a first field corresponding to the first basic medical information and a second field for filling in personalized medical information; Acquire an input operation corresponding to the personalized medical information to acquire target personalized medical information corresponding to the second field; generating a target follow-up registration form corresponding to the user based on the first basic medical information and the target personalized medical information; The determining, based on the first basic medical information, a target medical risk level of the user among multiple medical risk levels includes: For any target first basic medical information in the first basic medical information, determining a measurement value corresponding to the target first basic medical information, wherein each of the multiple medical risk levels corresponds to a different measurement value range; Determine a target measurement value range corresponding to the target first basic medical information based on the measurement value; The target medical risk level for the user is determined based on the target measurement value range.

2. The system according to claim 1, characterized in that The determining, based on the first basic medical information, a target medical risk level of the user among multiple medical risk levels includes: Acquire the target follow-up registration form; and determine the target medical risk level of the user among the multiple medical risk levels based on the first basic medical information and the target personalized medical information.

3. The system according to claim 1, characterized in that The target medical risk level includes a first medical risk level; The target generation method based on the target medical risk level generates an information update request corresponding to the user, including: The target follow-up registration form is updated based on the cooperative diagnosis information corresponding to the first medical risk level, and a cooperative diagnosis follow-up registration form is generated; Sending the cooperative diagnosis follow-up registration form to the target cooperative diagnosis institution so that the target cooperative diagnosis institution generates a consultation result based on the cooperative diagnosis follow-up registration form; When the consultation result is obtained, the information update request is generated.

4. The system according to claim 3, characterized in that The updating of the first basic medical information based on the information update request to generate the second basic medical information corresponding to the first basic medical information includes: The first basic medical information in the cooperative diagnosis and follow-up registration form is updated based on the consultation result to generate the second basic medical information corresponding to the first basic medical information.

5. The system according to claim 1, characterized in that The target medical risk level includes a second medical risk level; The target generation method based on the target medical risk level generates an information update request corresponding to the user, including: Determining the contract status between the user and the integrated platform, and outputting a first determination result; If the first judgment result shows that the user is in a contracted state with the integrated platform, judging the health status of the user based on the target follow-up registration form, and outputting a second judgment result; generating a target medical information collection method corresponding to the user based on the second judgment result, so as to collect the medical information of the user based on the target medical information collection method; Acquire target medical information obtained after collecting the user's medical information based on the target medical information collection method, so as to generate the information update request based on the target medical information.

6. The system according to claim 5, characterized in that The updating of the first basic medical information based on the information update request to generate the second basic medical information corresponding to the first basic medical information includes: The first basic medical information is updated based on the target medical information to generate the second basic medical information corresponding to the first basic medical information.

7. The system according to claim 1, characterized in that The steps for obtaining the first basic medical information are specifically as follows: Extract the user's preliminary data set from the basic medical information system, perform data set verification and determine integrity, using the formula: Get the preliminary data set I sum , where x i represents a single data item, and n represents the total number of data items; The preliminary data set is standardized to reduce data errors and optimize the processing flow, using the formula: Get standardized data I std , where σ represents the standard deviation, μ represents the mean, and x i represents a single data item, and n represents the total number of data items; Based on the standardized data, weighting and adjustment are performed to assign weights to each data using the formula: Get the first basic medical information I final , where w i represents the weight of the i-th data, x i represents a single data item, σ represents the standard deviation, μ represents the mean, and n represents the total number of data items.

8. The system according to claim 1, characterized in that The steps for obtaining the target medical risk level are specifically as follows: Extract the user's first basic medical information, integrate the medical information, and use the formula: Get the integrated medical information M, where is the i-th medical information point, is information point x g The adjustment factor, n g is the total number of medical information points; Based on the integrated medical information, the measurement values ​​associated with the medical risk level are analyzed and converted into quantifiable risk measurement standards using the formula: Get the target measurement value V, where is information point x i The weight factor, n g is the total number of medical information points, is the i-th medical information point; The target measurement value is compared with the medical risk level table to determine the target medical risk level.

9. A basic medical integration method based on medical and preventive integration process optimization, characterized in that: The method is applied to an integrated platform in a basic medical integrated system based on medical-prevention integration process optimization, wherein the basic medical integrated system based on medical-prevention integration process optimization also includes at least one basic medical information system that is communicatively connected to the integrated platform, and the basic medical information system is used to store the user's first basic medical information; the method includes: Acquiring first basic medical information of the user sent by the basic medical information system; Determining a target medical risk level of the user among multiple medical risk levels based on the first basic medical information, wherein each of the multiple medical risk levels corresponds to a different method for generating an information update request; Generate an information update request corresponding to the user based on the target generation method of the information update request corresponding to the target medical risk level; updating the first basic medical information based on the information update request to generate the second basic medical information corresponding to the first basic medical information; The second basic medical information is sent to the basic medical information system so that the basic medical information system updates the first basic medical information based on the second basic medical information.

10. The method according to claim 9, characterized in that After acquiring the first basic medical information of the user sent by the basic medical information system, the method further includes: Obtaining a follow-up registration form corresponding to the user, wherein the follow-up registration form includes a first field corresponding to the first basic medical information and a second field for filling in personalized medical information; Acquire an input operation corresponding to the personalized medical information to acquire target personalized medical information corresponding to the second field; A target follow-up registration form corresponding to the user is generated based on the first basic medical information and the target personalized medical information.

Images