WO2016197452A1 - Big data-based health management method and health management system - Google Patents

Big data-based health management method and health management system Download PDF

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Publication number
WO2016197452A1
WO2016197452A1 PCT/CN2015/086919 CN2015086919W WO2016197452A1 WO 2016197452 A1 WO2016197452 A1 WO 2016197452A1 CN 2015086919 W CN2015086919 W CN 2015086919W WO 2016197452 A1 WO2016197452 A1 WO 2016197452A1
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WO
WIPO (PCT)
Prior art keywords
information
health management
user
server
physical
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PCT/CN2015/086919
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French (fr)
Chinese (zh)
Inventor
张贯京
陈兴明
葛新科
Original Assignee
深圳市华科安测信息技术有限公司
深圳市前海安测信息技术有限公司
深圳市贝沃德克生物技术研究院有限公司
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Publication of WO2016197452A1 publication Critical patent/WO2016197452A1/en

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    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H70/00—ICT specially adapted for the handling or processing of medical references
    • G16H70/60—ICT specially adapted for the handling or processing of medical references relating to pathologies
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H20/00—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
    • G16H20/60—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance relating to nutrition control, e.g. diets

Definitions

  • the present invention relates to the field of life health technologies, and in particular, to a health management method and a health management system based on big data.
  • the health management model is not limited to face-to-face communication between patients and doctors. It is no longer limited by time, region and mode. Patients can understand their physical condition and obtain corresponding health guidance.
  • new models of health management have become possible based on big data and evidence-based medicine.
  • the current health management system is still limited to online consultation and simple communication. The health management plan cannot be adjusted in time according to the actual implementation of the patient, resulting in unsatisfactory health management results.
  • the main objective of the present invention is to provide a health management method and a health management system based on big data, which aims to solve the defect that the health management solution cannot be adjusted in time according to the actual implementation of the patient in the prior art, resulting in an unsatisfactory health management effect.
  • the present invention provides a health management method based on big data.
  • the big data based health management method includes:
  • the intelligent terminal acquires an online health management solution sent by the server for the user to view and execute;
  • the data collecting end collects the physical sign information of the user based on the collecting rule, and sends the physical sign information to the smart terminal;
  • the smart terminal acquires feedback information input by the user after executing the online health management solution, and sends the physical activity information and the feedback information of the user to the server;
  • the feedback information includes the online health management according to the user input Dietary information, exercise information and medication information implemented by the programme;
  • the server adjusts an online health management plan based on the vital sign information and the feedback information, the online health management plan including at least one of a diet plan, an exercise plan, and a medication guidance plan.
  • the collection rule includes an acquisition type, an acquisition time, and an acquisition frequency of parameters preset based on the health management content.
  • the step of the server adjusting the online health management solution according to the physical information and the feedback information comprises:
  • the server calculates the energy taken by the user according to the diet information, and calculates the energy consumed by the user according to the motion information;
  • the server re-matches the diet plan and the exercise plan from the evidence-based medical database according to the energy taken by the user, the energy consumed by the user, and the physical sign information; and re-matching the medication guide from the evidence-based medical database according to the medication information and the physical sign information Program to adjust the corresponding online health management program.
  • the big data-based health management method further comprises:
  • the data collection end collects the initial physical information of the user based on the collection rule, and sends the initial physical information to the intelligent terminal;
  • the intelligent terminal acquires the complaint information of the user, and sends the initial physical information and the complaint information to the server; the complaint information includes at least physical symptom information;
  • the server generates an online health management plan based on the initial physical information and the complaint information.
  • the big data-based health management method further comprises:
  • the intelligent terminal acquires the initial feedback information after the user performs the online health management solution, and sends the initial feedback information and the corresponding physical information to the server;
  • the server generates an offline health management solution according to the initial feedback information and the corresponding physical information, and sends the offline health management solution to the smart terminal for the user to view and execute.
  • the collection rule includes an acquisition type, an acquisition time, and an acquisition frequency of parameters preset based on the health management content.
  • the step of the server adjusting the online health management solution according to the physical information and the feedback information comprises:
  • the server calculates the energy taken by the user according to the diet information, and calculates the energy consumed by the user according to the motion information;
  • the server re-matches the diet plan and the exercise plan from the evidence-based medical database according to the energy taken by the user, the energy consumed by the user, and the physical sign information; and re-matching the medication guide from the evidence-based medical database according to the medication information and the physical sign information Program to adjust the corresponding online health management program.
  • the present invention also provides a health management system based on big data.
  • the big data-based health management system includes a data collection end, an intelligent terminal, and a server, wherein:
  • the data collection end is communicatively connected to the intelligent terminal, and the intelligent terminal is in communication connection with the server;
  • the data collecting end collects the physical sign information of the user based on the collecting rule, and sends the physical sign information to the smart terminal;
  • the smart terminal is configured to obtain an online health management solution sent by the server for the user to view and execute, and is further configured to obtain feedback information after the online health management solution is executed by the user, and send the physical information of the user. And the feedback information to the server; the feedback information includes dietary information, exercise information, and medication information input by the user according to the online health management scheme;
  • the server is configured to adjust an online health management plan according to the physical sign information and the feedback information, where the online health management plan includes at least one of a diet plan, an exercise plan, and a medication guiding plan.
  • the collection rule includes an acquisition type, an acquisition time, and an acquisition frequency of parameters preset based on the health management content.
  • the step of the server adjusting the online health management solution according to the physical information and the feedback information comprises:
  • the server calculates the energy taken by the user according to the diet information, and calculates the energy consumed by the user according to the motion information;
  • the server re-matches the diet plan and the exercise plan from the evidence-based medical database according to the energy taken by the user, the energy consumed by the user, and the physical sign information; and re-matching the medication guide from the evidence-based medical database according to the medication information and the physical sign information Program to adjust the corresponding online health management program.
  • the data collection end is further configured to collect initial physical information of the user based on the collection rule, and send the initial physical information to the intelligent terminal;
  • the smart terminal is further configured to acquire the main complaint information of the user, and send the initial physical information and the main complaint information to the server;
  • the main complaint information includes at least physical symptom information;
  • the server is further configured to generate an online health management solution according to the initial physical information and the complaint information.
  • the collection rule includes an acquisition type, an acquisition time, and an acquisition frequency of parameters preset based on the health management content.
  • the smart terminal is further configured to obtain initial feedback information that is input by the user after executing the online health management solution, and send the initial feedback information and the corresponding physical information to the server;
  • the server is further configured to generate an offline health management solution according to the initial feedback information and the corresponding physical information, and send the offline health management solution to the smart terminal for the user to view and execute.
  • the collection rule includes an acquisition type, an acquisition time, and an acquisition frequency of parameters preset based on the health management content.
  • the server is specifically configured to:
  • the technical solution of the present invention is as follows:
  • the embodiment of the present invention obtains an online health management solution sent by the server through the intelligent terminal for the user to view and execute, and the data collection end collects based on the collection rule in a preset period.
  • the physical information of the user is sent to the smart terminal, and the smart terminal acquires the feedback information input by the user after executing the online health management solution, and the server adjusts the online health management according to the physical information and the feedback information.
  • the solution is to achieve closed-loop management of the user's health.
  • the embodiment of the invention can timely adjust the online health management plan according to the actual implementation of the patient, and realizes closed-loop management of the user's health condition, and the health management effect is better.
  • FIG. 1 is a schematic flowchart of a first embodiment of a big data-based health management method according to the present invention
  • FIG. 2 is a schematic flowchart of a second embodiment of a big data-based health management method according to the present invention.
  • FIG. 3 is a schematic flowchart of a third embodiment of a big data-based health management method according to the present invention.
  • step S40 in FIG. 1 is a schematic diagram of a refinement process of step S40 in FIG. 1;
  • FIG. 5 is a schematic structural diagram of a system according to a first embodiment of a big data-based health management system according to the present invention.
  • the present invention provides a health management method based on big data.
  • FIG. 1 is a schematic flowchart diagram of a first embodiment of a big data-based health management method according to the present invention.
  • the big data-based health management method includes:
  • S10 The intelligent terminal acquires an online health management solution sent by the server for the user to view and execute;
  • the smart terminal may be a smart phone, a tablet computer, or the like having a wireless communication function.
  • the user can log in to the server of the health management system through the smart terminal.
  • the server obtains the corresponding online health management solution sent by the server according to the login information of the user for viewing and execution.
  • the online health management solution may be: when the user first uses the method for the health management service, the smart terminal collects the initial physical information and the main complaint information of the user and sends the information to the server, and the server generates a line according to the initial physical information and the complaint information.
  • the upper health management plan can also be an online health management plan that the server matches from the evidence-based medical database according to the health management content.
  • the online health management program includes at least one of a diet plan, an exercise plan, and a medication guide program; and may also include psychological counseling, disease knowledge popularization education, indicator monitoring program, and life care guidance. The user performs the online health management scheme displayed by the smart terminal.
  • the data collection end collects the physical information of the user based on the collection rule, and sends the physical information to the intelligent terminal.
  • the data collection end may be a physical information collection device or a wearable device having a wireless communication function.
  • the period in which the data collection end collects the user's vital sign information and the feedback information may be preset.
  • the smart terminal may be set to remind the user to collect the vital sign information and input the feedback information every day before the preset time.
  • the collection of the user's physical information can use the existing physical information collection device with communication function, such as a blood glucose meter with a Bluetooth or WIFI function, a blood pressure meter, etc., and collect the physical information of the user and upload the data to the data through the wireless communication function.
  • the physical information collection function can also be integrated on the data acquisition end.
  • the user's vital information reflects the physical condition information of the user performing the above-mentioned online health management program during the period.
  • the vital sign information is collected based on an acquisition rule, and the collection rule includes an acquisition type, an acquisition time, and an acquisition frequency of parameters preset based on the health management content.
  • the blood pressure management collection rule is preset in the data collection end
  • the parameter type is blood pressure
  • the collection time is morning, noon and evening
  • the collection frequency is daily.
  • the setting method may be directly set on the data collection end, or may be set on the intelligent terminal, and the set result is sent to the data collection end.
  • the intelligent terminal or the data collection end sends a reminder message before the preset time to remind the user to collect the physical information in time.
  • adjust the collection rules in time may be pre-cured in the data collection end or the intelligent terminal according to the evidence-based medicine, or may be specifically set through the data collection end and the intelligent terminal according to the actual situation of the user.
  • the smart terminal acquires feedback information that is input by the user and executes the online health management solution, and sends the physical information of the user and the feedback information to the server; the feedback information includes the online input according to the user. Dietary information, exercise information and medication information implemented by the health management programme;
  • the feedback information includes dietary information, exercise information, and medication information that are input by the user according to the online health management scheme.
  • the dietary information includes intake time, intake type, and intake amount of staple food, meat, vegetables, fruits, and the like.
  • the smart terminal provides an input option for the user to the dietary information, and the input option may be selected.
  • the input of the dietary information is formatted in such a manner that the server calculates the energy consumed by the user based on the input dietary information.
  • the input interface of the diet information may be designed according to the content of the diet plan in the online health management scheme described above, for example, in the diet plan, the user includes the preset food at a preset time, and the diet information is Set the corresponding food options in the input interface.
  • the motion information includes the user's daily exercise time and the amount of exercise. The exercise time and the amount of exercise can be collected and sent to the smart terminal through the sports bracelet, or can be recorded by the user and manually input to the smart terminal. The medication information can be manually input to the smart terminal by the user.
  • the smart terminal sends the physical location information of the user and the obtained feedback information sent by the data collection end to the server.
  • S40 The server adjusts an online health management solution according to the physical information and the feedback information.
  • the server adjusts the corresponding online health management solution according to the physical information and the feedback information.
  • the online health management solution includes at least one of a diet plan, an exercise plan, and a medication guiding plan.
  • the offline health management program includes a physiotherapy program and its corresponding physiotherapy schedule.
  • the server combines the health management content with the feedback information according to the physical information and the feedback information, and matches the corresponding diet plan, exercise plan, and medication guiding plan from the evidence-based medical database.
  • the evidence-based doctor database stores different health management contents in different periods and physical signs corresponding to the diet plan, exercise program and medication guidance program.
  • the server matches the corresponding online health management plan.
  • the online health management solution sent by the server is obtained by the intelligent terminal for the user to view and execute.
  • the data collection end collects the physical information of the user based on the collection rule, and sends the physical information to the intelligent terminal.
  • the smart terminal acquires the feedback information input by the user after executing the online health management solution, and the server adjusts the online health management solution according to the physical information and the feedback information to implement closed-loop management of the user's health condition.
  • the embodiment of the invention can timely adjust the online health management plan according to the actual implementation of the patient, and realizes closed-loop management of the user's health condition, and the health management effect is better.
  • FIG. 2 is a schematic flowchart diagram of a second embodiment of a big data-based health management method according to the present invention.
  • the implementation steps of the initial generation of the online health management solution are added.
  • the implementation step of the initial generation of the online health management solution is performed before step S10.
  • the big data-based health management method further includes:
  • the data collection end collects the initial physical information of the user based on the collection rule, and sends the initial physical information to the intelligent terminal;
  • the smart terminal acquires the complaint information of the user, and sends the initial physical information and the complaint information to the server;
  • the user Before performing this step, the user registers the user information in the health management system through the smart terminal, and generates unique login information in the system. After the user is successfully registered, the user logs in through the smart terminal, and after the server passes the verification, the user is reminded to collect the initial physical information and the main complaint information.
  • the collection of the initial physical information may be collected in the manner of the first embodiment, and details are not described herein.
  • the complaint information includes at least physical symptom information.
  • the smart terminal provides the user with a way to input physical symptom information, which may be input through a text form or an option, and the main complaint information reflects the current user.
  • the physical symptom information in other embodiments, may also include the user's past medical history, family medical history, and other factors that may affect the health management program.
  • the intelligent terminal sends the initial physical information and the main complaint information to the server, and the server generates an online health management plan according to the initial physical information and the main complaint information.
  • S60 The server generates an online health management solution according to the initial physical information and the complaint information.
  • the server matches the online health management plan from the evidence-based medical database based on the health management content.
  • the evidence-based medical database stores typical cases based on the doctor's clinical medical knowledge combined with nutrition, exercise, and long-term accumulation, and stores different health management contents in different periods and physical signs corresponding to the diet plan, exercise program, and medication.
  • the guidance program according to different health management content, also includes psychological counseling, disease knowledge popularization education, indicator monitoring program, life health guidance and other programs.
  • the embodiment of the present invention obtains the initial physical information and the main complaint information of the user sent by the intelligent terminal through the server, and generates an online health management plan according to the initial physical information and the main complaint information, and can generate a health management solution according to the actual situation of the user. View execution is more targeted and enhances the effectiveness of health management.
  • FIG. 3 is a schematic flowchart diagram of a third embodiment of a big data-based health management method according to the present invention.
  • an implementation step of initial generation of the offline health management scheme is added.
  • the implementation step of initial generation of the offline health management scheme is performed after step S20.
  • the big data-based health management method further comprises:
  • the smart terminal acquires the initial feedback information that is input by the user and executes the online health management solution, and sends the initial feedback information and the corresponding physical information to the server.
  • S80 The server generates an offline health management solution according to the initial feedback information and the corresponding physical information, and sends the offline health management solution to the smart terminal for the user to view and execute.
  • the initial feedback information is initial feedback information after the user executes the online health management solution.
  • the obtaining of the initial feedback information is the same as the manner of obtaining the above feedback information, and details are not described herein again.
  • the evidence-based doctor database also stores different health management contents corresponding to the physical therapy items in different periods and physical signs for server matching corresponding offline health management.
  • the offline health management program includes a physiotherapy program and a corresponding physiotherapy schedule including acupuncture, massage, cupping, magnetic therapy, medicated bath, and the like.
  • the server generates an offline health management solution according to the initial feedback information sent by the smart terminal and the recently sent vital information before the initial feedback information.
  • the intelligent terminal obtains an offline health management solution sent by the server for the user to view and execute.
  • the embodiment of the present invention generates an offline health management solution by using the initial feedback information input by the user and the recently sent vital sign information of the initial feedback information, fully integrating the online and offline, and intervening the health of the user through the physical therapy method, thereby realizing Closed-loop management of user health, health management is better.
  • the offline health management solution may be adjusted for each time the feedback information input by the user and the recently sent vital information of the feedback information, so as to be targeted according to the actual execution and physical recovery of the user.
  • Health management the way the health management plan is adjusted is the same as the way it is generated.
  • FIG. 4 is a schematic diagram of the refinement process of step S40 in FIG. 1, FIG. 2 or FIG.
  • step S40 As a fourth embodiment of the big data-based health management method of the present invention, based on the first embodiment, the second embodiment, or the third embodiment of the present invention, the implementation of the other steps of step S40 and the first embodiment of the present invention are The second embodiment or the third embodiment is the same and will not be described herein.
  • step S40 includes:
  • S401 The server calculates energy absorbed by the user according to the diet information, and calculates energy consumed by the user according to the motion information;
  • the unit energy of different food types may be pre-stored in the database of the server, and the corresponding unit energy is matched from the database according to the diet information sent by the data terminal, and the energy taken by the user is calculated.
  • the server may also pre-store the energy consumed by the different motion modes per unit time, and match the energy consumed by the corresponding unit time from the database according to the motion information sent by the data terminal, and calculate the energy consumed by the user.
  • S402 The server re-matches the diet plan and the exercise plan from the evidence-based medical database according to the energy taken by the user, the energy consumed by the user, and the physical sign information; and re-matches from the evidence-based medical database according to the medication information and the physical information. Medication guidelines to adjust the corresponding online health management program.
  • the server calculates the energy balance factor of the user according to the energy taken by the user and the energy consumed by the user, and re-matches the diet plan and the exercise plan from the evidence-based medical database according to the energy balance factor in combination with the vital sign information. Re-matching the medication guidance program from the evidence-based medical database according to the medication information and the physical information to adjust the corresponding online health management program.
  • the energy balance factor can be automatically calculated according to the feedback information input by the user, and the diet plan and the exercise plan are re-matched from the evidence-based medical database in combination with the vital sign information, and the medication guidance plan is re-matched according to the medication information and the vital sign information to adjust Corresponding online health management program.
  • the present invention also provides a health management system based on big data.
  • FIG. 5 is a schematic structural diagram of a system according to a first embodiment of a big data-based health management system according to the present invention.
  • the big data-based health management system includes a data collection terminal 10, a smart terminal 20, and a server 30, wherein:
  • the data collection end 10 is communicatively connected to the smart terminal 20, and the smart terminal 20 is communicatively connected to the server 30;
  • the data collecting end 10 is configured to collect the vital sign information based on the collecting rule, and send the physical sign information to the smart terminal 20;
  • the data collection end 10 may be a vital information collector or a wearable device having a wireless communication function.
  • the period in which the data collection end collects the user's vital sign information and the feedback information may be preset.
  • the smart terminal may be set to remind the user to collect the vital sign information and input the feedback information every day before the preset time.
  • the collection of the user's physical information can use the existing physical information collection device with communication function, such as a blood glucose meter with a Bluetooth or WIFI function, a blood pressure meter, etc., and collect the physical information of the user and upload the data to the data through the wireless communication function.
  • the collecting end 10 can also integrate the vital sign information collecting function on the data collecting end 10.
  • the user's vital information reflects the physical condition information of the user performing the above-mentioned online health management plan and offline health management plan in the cycle.
  • the vital sign information is collected based on an acquisition rule, and the collection rule includes an acquisition type, an acquisition time, and an acquisition frequency of parameters preset based on the health management content.
  • the blood pressure management collection rule is preset in the data collection terminal 10
  • the parameter type is blood pressure
  • the collection time is morning, noon and evening
  • the collection frequency is daily.
  • the setting manner may be directly set on the data collecting end 10, or may be set on the smart terminal 20, and the set result is sent to the data collecting end 10.
  • the smart terminal 20 or the data collection terminal 10 sends a reminder message before the preset time to remind the user to collect the vital information in time.
  • adjust the collection rules in time may be pre-cured in the data collection end 10 or the smart terminal 20 according to the evidence-based medicine, or may be specifically set through the data collection end 10 and the intelligent terminal 20 according to the actual situation of the user.
  • the smart terminal 20 is configured to obtain an online health management solution sent by the server for the user to view and execute, and is further configured to obtain feedback information that is input by the user after executing the online health management solution, and send the user's physical symptoms.
  • the smart terminal 20 may be a smart phone, a tablet computer, or the like having a wireless communication function.
  • the user can log in to the server 30 of the health management system through the smart terminal 20, and after the server 30 authenticates, the corresponding online health management solution sent by the server 30 according to the login information of the user is displayed and executed by the user.
  • the online health management solution may be: when the user first uses the method for performing the health management service, the smart terminal 20 sends the user's initial physical information and the main complaint information to the server 30, and the server 30 generates the initial physical information and the complaint information according to the initial physical information and the complaint information.
  • the online health management solution may also be an online health management solution that the server 30 matches from the evidence-based medical database according to the health management content.
  • the online health management program includes at least one of a diet plan, an exercise plan, and a medication guide program; and may also include psychological counseling, disease knowledge popularization education, indicator monitoring program, and life care guidance. The user performs the online health management scheme displayed by the smart terminal.
  • the feedback information includes dietary information, exercise information, and medication information input by the user according to the online health management scheme and the offline health management scheme.
  • the dietary information includes intake time, intake type, and intake amount of staple food, meat, vegetables, fruits, and the like.
  • the smart terminal provides an input option for the user to the dietary information, and the input option may be selected.
  • the input of the dietary information is formatted in such a manner that the server calculates the energy consumed by the user based on the input dietary information.
  • the input interface of the diet information may be designed according to the content of the diet plan in the online health management scheme described above, for example, in the diet plan, the user includes the preset food at a preset time, and the diet information is Set the corresponding food options in the input interface.
  • the motion information includes the user's daily exercise time and the amount of exercise. The exercise time and the amount of exercise can be collected and sent to the smart terminal through the sports bracelet, or can be recorded by the user and manually input to the smart terminal. The medication information can be manually input to the smart terminal 20 by the user.
  • the smart terminal 20 transmits the physical location information of the user and the obtained feedback information sent by the data collection terminal 10 to the server 30.
  • the server 30 is configured to adjust an online health management solution according to the physical information and the feedback information, where the online health management solution includes at least one of a diet plan, an exercise plan, and a medication guiding plan.
  • the server 30 adjusts the corresponding online health management plan according to the physical information and the feedback information.
  • the online health management program includes at least one of a diet plan, a exercise plan, and a medication guide plan;
  • the offline health management plan includes a physiotherapy item and a corresponding physiotherapy schedule thereof.
  • the server combines the health management content with the feedback information according to the physical information and the feedback information, and matches the corresponding diet plan, exercise plan, and medication guiding plan from the evidence-based medical database.
  • the evidence-based doctor database stores different health management contents in different periods and physical signs corresponding to the diet plan, exercise program and medication guidance program.
  • the server matches the corresponding online health management plan.
  • the online health management solution sent by the server is obtained by the intelligent terminal for the user to view and execute.
  • the data collection end collects the physical information of the user based on the collection rule, and sends the physical information to the intelligent terminal.
  • the smart terminal acquires the feedback information input by the user after executing the online health management solution, and the server adjusts the online health management solution according to the physical information and the feedback information to implement closed-loop management of the user's health condition.
  • the embodiment of the invention can timely adjust the online health management plan according to the actual implementation of the patient, and realizes closed-loop management of the user's health condition, and the health management effect is better.
  • the data collection end 10 is further configured to collect initial physical information of the user based on the collection rule, and send the initial physical information to the intelligent terminal;
  • an implementation manner of initial generation of an online health management plan and an offline health management plan is added. It can be understood that before the online health management solution and the offline health management solution are generated for the first time, the user can register the user information in the health management system through the smart terminal, and generate unique login information in the system. After the user is successfully registered, the user logs in through the smart terminal, and after the server passes the verification, the user is reminded to collect the initial physical information and the main complaint information.
  • the collection of the initial physical information may be collected in the manner of the first embodiment of the system of the present invention, and details are not described herein.
  • the smart terminal 20 is further configured to acquire the complaint information of the user, and send the initial physical information and the complaint information to the server; the complaint information includes at least physical symptom information; in the embodiment of the present invention, the complaint information includes at least the body Symptom information, specifically, the smart terminal provides the user with a way to input physical symptom information, which can be input through text form or by an option, and the main complaint information reflects the current physical symptom information of the user. In other embodiments, It may include the user's past medical history, family history, and other factors that may affect the health management program.
  • the intelligent terminal sends the initial physical information and the main complaint information to the server, and the server generates an online health management plan according to the initial physical information and the main complaint information.
  • the server 30 is further configured to generate an online health management solution according to the initial physical information and the complaint information.
  • the server matches the online health management plan from the evidence-based medical database based on the health management content.
  • the evidence-based medical database stores typical cases based on the doctor's clinical medical knowledge combined with nutrition, exercise, and long-term accumulation, and stores different health management contents in different periods and physical signs corresponding to the diet plan, exercise program, and medication.
  • the guidance program according to different health management content, also includes psychological counseling, disease knowledge popularization education, indicator monitoring program, life health guidance and other programs.
  • the embodiment of the present invention obtains the initial physical information and the main complaint information of the user sent by the intelligent terminal through the server, and generates an online health management plan according to the initial physical information and the main complaint information, and can generate a health management solution according to the actual situation of the user. View execution is more targeted and enhances the effectiveness of health management.
  • the smart terminal 20 is further configured to acquire initial feedback information that is input by the user after executing the online health management solution, and send the initial feedback information and the corresponding physical information to the server;
  • the server 30 is further configured to generate an offline health management solution according to the initial feedback information and the corresponding physical information, and send the offline health management solution to the smart terminal for viewing and execution by the user.
  • the initial feedback information is initial feedback information after the user executes the online health management solution.
  • the obtaining of the initial feedback information is the same as the manner of obtaining the above feedback information, and details are not described herein again.
  • the evidence-based doctor database also stores different health management contents corresponding to the physical therapy items in different periods and physical signs for server matching corresponding offline health management.
  • the offline health management program includes a physiotherapy program and a corresponding physiotherapy schedule including acupuncture, massage, cupping, magnetic therapy, medicated bath, and the like.
  • the server generates an offline health management solution according to the initial feedback information sent by the smart terminal and the recently sent vital information before the initial feedback information.
  • the intelligent terminal obtains an offline health management solution sent by the server for the user to view and execute.
  • the embodiment of the present invention generates an offline health management solution by using the initial feedback information input by the user and the recently sent vital sign information of the initial feedback information, fully integrating the online and offline, and intervening the health of the user through the physical therapy method, thereby realizing Closed-loop management of user health, health management is better.
  • the offline health management solution may be adjusted for each time the feedback information input by the user and the recently sent vital information of the feedback information, so as to be targeted according to the actual execution and physical recovery of the user.
  • Health management the way to adjust the health management plan is the same as the way it is generated, and will not be described here.
  • the server is specifically configured to:
  • the unit energy of different food types may be pre-stored in the database of the server, and the corresponding unit energy is matched from the database according to the diet information sent by the data terminal, and the energy taken by the user is calculated.
  • the server may also pre-store the energy consumed by the different motion modes per unit time, and match the energy consumed by the corresponding unit time from the database according to the motion information sent by the data terminal, and calculate the energy consumed by the user.
  • the server calculates the energy balance factor of the user according to the energy taken by the user and the energy consumed by the user, and re-matches the diet plan and the exercise plan from the evidence-based medical database according to the energy balance factor in combination with the vital sign information. Re-matching the medication guidance program from the evidence-based medical database according to the medication information and the physical information to adjust the corresponding online health management program.
  • the energy balance factor can be automatically calculated according to the feedback information input by the user, and the diet plan and the exercise plan are re-matched from the evidence-based medical database in combination with the vital sign information, and the medication guidance plan is re-matched according to the medication information and the vital sign information to adjust Corresponding online health management program.

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Abstract

A big data-based health management method. An intelligent terminal (20) acquires an online health management plan sent by a server (30), to allow a user to view and execute; in a preset period, a data collection terminal (10) collects sign information of the user according to a collection rule, and sends the sign information to the intelligent terminal (20); the intelligent terminal (20) acquires feedback information input by the user after the user executes the online health management plan; and the server (30) adjusts the online health management plan according to the sign information and the feedback information, so as to implement closed-loop management of heath conditions of the user. A big data-based health management system. The online health management plan is adjusted in time according to actual execution conditions of patients, the closed-loop management of health conditions of users is implemented and the health management effects are better.

Description

基于大数据的健康管理方法和健康管理系统  Big data-based health management method and health management system
技术领域Technical field
本发明涉及生命健康技术领域，尤其涉及一种基于大数据的健康管理方法和健康管理系统。The present invention relates to the field of life health technologies, and in particular, to a health management method and a health management system based on big data.
背景技术Background technique
随着互联网技术的发展，健康管理模式已经不局限于患者与医生面对面的交流，不再受时间、地域、方式的限制，患者可以及时了解自己的身体状况并获得相应的健康指导。随着大数据技术的成熟，基于大数据以及循证医学使得健康管理新模式成为可能。但是，目前健康管理系统在技术上仍局限于线上的咨询和简单交流，不能根据患者的实际执行情况及时调整健康管理方案，导致健康管理效果不理想。With the development of Internet technology, the health management model is not limited to face-to-face communication between patients and doctors. It is no longer limited by time, region and mode. Patients can understand their physical condition and obtain corresponding health guidance. With the maturity of big data technology, new models of health management have become possible based on big data and evidence-based medicine. However, the current health management system is still limited to online consultation and simple communication. The health management plan cannot be adjusted in time according to the actual implementation of the patient, resulting in unsatisfactory health management results.
发明内容Summary of the invention
本发明的主要目的在于提供一种基于大数据的健康管理方法和健康管理系统，旨在解决现有技术中不能根据患者的实际执行情况及时调整健康管理方案，导致健康管理效果不理想的缺陷。The main objective of the present invention is to provide a health management method and a health management system based on big data, which aims to solve the defect that the health management solution cannot be adjusted in time according to the actual implementation of the patient in the prior art, resulting in an unsatisfactory health management effect.
为实现上述目的，本发明提供了一种基于大数据的健康管理方法。To achieve the above object, the present invention provides a health management method based on big data.
所述基于大数据的健康管理方法包括：The big data based health management method includes:
智能终端获取服务器发送的线上健康管理方案供用户查看和执行；The intelligent terminal acquires an online health management solution sent by the server for the user to view and execute;
数据采集端基于采集规则采集用户的体征信息，并发送所述体征信息至所述智能终端；The data collecting end collects the physical sign information of the user based on the collecting rule, and sends the physical sign information to the smart terminal;
智能终端获取用户输入的执行所述线上健康管理方案后的反馈信息，并发送所述用户的体征信息和所述反馈信息至服务器；所述反馈信息包括用户输入的根据所述线上健康管理方案执行的饮食信息、运动信息和用药信息；The smart terminal acquires feedback information input by the user after executing the online health management solution, and sends the physical activity information and the feedback information of the user to the server; the feedback information includes the online health management according to the user input Dietary information, exercise information and medication information implemented by the programme;
服务器根据所述体征信息和所述反馈信息调整线上健康管理方案，所述线上健康管理方案包括饮食方案、运动方案和用药指导方案中的至少一种。The server adjusts an online health management plan based on the vital sign information and the feedback information, the online health management plan including at least one of a diet plan, an exercise plan, and a medication guidance plan.
优选地，所述采集规则包括基于健康管理内容预设的参数的采集类型、采集时间和采集频率。Preferably, the collection rule includes an acquisition type, an acquisition time, and an acquisition frequency of parameters preset based on the health management content.
优选地，所述服务器根据所述体征信息和所述反馈信息调整线上健康管理方案的步骤包括：Preferably, the step of the server adjusting the online health management solution according to the physical information and the feedback information comprises:
服务器根据所述饮食信息计算用户摄取的能量，根据所述运动信息计算用户消耗的能量；The server calculates the energy taken by the user according to the diet information, and calculates the energy consumed by the user according to the motion information;
服务器根据用户摄取的能量、用户消耗的能量以及所述体征信息从循证医学数据库中重新匹配饮食方案和运动方案；根据所述用药信息和所述体征信息从循证医学数据库中重新匹配用药指导方案，以调整对应的线上健康管理方案。The server re-matches the diet plan and the exercise plan from the evidence-based medical database according to the energy taken by the user, the energy consumed by the user, and the physical sign information; and re-matching the medication guide from the evidence-based medical database according to the medication information and the physical sign information Program to adjust the corresponding online health management program.
优选地，所述基于大数据的健康管理方法还包括：Preferably, the big data-based health management method further comprises:
数据采集端基于采集规则采集用户的初次体征信息，并发送所述初次体征信息至所述智能终端；The data collection end collects the initial physical information of the user based on the collection rule, and sends the initial physical information to the intelligent terminal;
智能终端获取用户的主诉信息，并发送所述初次体征信息和主诉信息至服务器；所述主诉信息至少包括身体症状信息； The intelligent terminal acquires the complaint information of the user, and sends the initial physical information and the complaint information to the server; the complaint information includes at least physical symptom information;
服务器根据所述初次体征信息和主诉信息生成线上健康管理方案。The server generates an online health management plan based on the initial physical information and the complaint information.
优选地，所述基于大数据的健康管理方法还包括：Preferably, the big data-based health management method further comprises:
智能终端获取用户输入的执行所述线上健康管理方案后的初次反馈信息，发送所述初次反馈信息及其对应的体征信息至服务器；The intelligent terminal acquires the initial feedback information after the user performs the online health management solution, and sends the initial feedback information and the corresponding physical information to the server;
服务器根据所述初次反馈信息及其对应的体征信息生成线下健康管理方案，并发送所述线下健康管理方案至智能终端供用户查看和执行。The server generates an offline health management solution according to the initial feedback information and the corresponding physical information, and sends the offline health management solution to the smart terminal for the user to view and execute.
优选地，所述采集规则包括基于健康管理内容预设的参数的采集类型、采集时间和采集频率。Preferably, the collection rule includes an acquisition type, an acquisition time, and an acquisition frequency of parameters preset based on the health management content.
优选地，所述服务器根据所述体征信息和所述反馈信息调整线上健康管理方案的步骤包括：Preferably, the step of the server adjusting the online health management solution according to the physical information and the feedback information comprises:
服务器根据所述饮食信息计算用户摄取的能量，根据所述运动信息计算用户消耗的能量；The server calculates the energy taken by the user according to the diet information, and calculates the energy consumed by the user according to the motion information;
服务器根据用户摄取的能量、用户消耗的能量以及所述体征信息从循证医学数据库中重新匹配饮食方案和运动方案；根据所述用药信息和所述体征信息从循证医学数据库中重新匹配用药指导方案，以调整对应的线上健康管理方案。The server re-matches the diet plan and the exercise plan from the evidence-based medical database according to the energy taken by the user, the energy consumed by the user, and the physical sign information; and re-matching the medication guide from the evidence-based medical database according to the medication information and the physical sign information Program to adjust the corresponding online health management program.
此外，本发明还提供了一种基于大数据的健康管理系统。In addition, the present invention also provides a health management system based on big data.
所述基于大数据的健康管理系统包括数据采集端、智能终端以及服务器，其中：The big data-based health management system includes a data collection end, an intelligent terminal, and a server, wherein:
所述数据采集端与所述智能终端通讯连接，所述智能终端与所述服务器通讯连接；The data collection end is communicatively connected to the intelligent terminal, and the intelligent terminal is in communication connection with the server;
所述数据采集端，基于采集规则采集用户的体征信息，并发送所述体征信息至所述智能终端；The data collecting end collects the physical sign information of the user based on the collecting rule, and sends the physical sign information to the smart terminal;
所述智能终端，用于获取服务器发送的线上健康管理方案供用户查看和执行；还用于获取用户输入的执行所述线上健康管理方案后的反馈信息，并发送所述用户的体征信息和所述反馈信息至服务器；所述反馈信息包括用户输入的根据所述线上健康管理方案执行的饮食信息、运动信息和用药信息；The smart terminal is configured to obtain an online health management solution sent by the server for the user to view and execute, and is further configured to obtain feedback information after the online health management solution is executed by the user, and send the physical information of the user. And the feedback information to the server; the feedback information includes dietary information, exercise information, and medication information input by the user according to the online health management scheme;
所述服务器，用于根据所述体征信息和所述反馈信息调整线上健康管理方案，所述线上健康管理方案包括饮食方案、运动方案和用药指导方案中的至少一种。The server is configured to adjust an online health management plan according to the physical sign information and the feedback information, where the online health management plan includes at least one of a diet plan, an exercise plan, and a medication guiding plan.
优选地，所述采集规则包括基于健康管理内容预设的参数的采集类型、采集时间和采集频率。Preferably, the collection rule includes an acquisition type, an acquisition time, and an acquisition frequency of parameters preset based on the health management content.
优选地，所述服务器根据所述体征信息和所述反馈信息调整线上健康管理方案的步骤包括：Preferably, the step of the server adjusting the online health management solution according to the physical information and the feedback information comprises:
服务器根据所述饮食信息计算用户摄取的能量，根据所述运动信息计算用户消耗的能量；The server calculates the energy taken by the user according to the diet information, and calculates the energy consumed by the user according to the motion information;
服务器根据用户摄取的能量、用户消耗的能量以及所述体征信息从循证医学数据库中重新匹配饮食方案和运动方案；根据所述用药信息和所述体征信息从循证医学数据库中重新匹配用药指导方案，以调整对应的线上健康管理方案。The server re-matches the diet plan and the exercise plan from the evidence-based medical database according to the energy taken by the user, the energy consumed by the user, and the physical sign information; and re-matching the medication guide from the evidence-based medical database according to the medication information and the physical sign information Program to adjust the corresponding online health management program.
优选地，Preferably,
所述数据采集端，还用于基于采集规则采集用户的初次体征信息，并发送所述初次体征信息至所述智能终端；The data collection end is further configured to collect initial physical information of the user based on the collection rule, and send the initial physical information to the intelligent terminal;
所述智能终端，还用于获取用户的主诉信息，并发送所述初次体征信息和主诉信息至服务器；所述主诉信息至少包括身体症状信息； The smart terminal is further configured to acquire the main complaint information of the user, and send the initial physical information and the main complaint information to the server; the main complaint information includes at least physical symptom information;
所述服务器，还用于根据所述初次体征信息和主诉信息生成线上健康管理方案。The server is further configured to generate an online health management solution according to the initial physical information and the complaint information.
优选地，所述采集规则包括基于健康管理内容预设的参数的采集类型、采集时间和采集频率。Preferably, the collection rule includes an acquisition type, an acquisition time, and an acquisition frequency of parameters preset based on the health management content.
优选地，Preferably,
所述智能终端，还用于获取用户输入的执行所述线上健康管理方案后的初次反馈信息，并发送所述初次反馈信息及其对应的体征信息至服务器；The smart terminal is further configured to obtain initial feedback information that is input by the user after executing the online health management solution, and send the initial feedback information and the corresponding physical information to the server;
所述服务器，还用于根据所述初次反馈信息及其对应的体征信息生成线下健康管理方案，并发送所述线下健康管理方案至智能终端供用户查看和执行。The server is further configured to generate an offline health management solution according to the initial feedback information and the corresponding physical information, and send the offline health management solution to the smart terminal for the user to view and execute.
优选地，所述采集规则包括基于健康管理内容预设的参数的采集类型、采集时间和采集频率。Preferably, the collection rule includes an acquisition type, an acquisition time, and an acquisition frequency of parameters preset based on the health management content.
优选地，所述服务器具体用于：Preferably, the server is specifically configured to:
根据所述饮食信息计算用户摄取的能量，根据所述运动信息计算用户消耗的能量；Calculating energy absorbed by the user according to the diet information, and calculating energy consumed by the user according to the motion information;
根据用户摄取的能量、用户消耗的能量以及所述体征信息从循证医学数据库中重新匹配饮食方案和运动方案；根据所述用药信息和所述体征信息从循证医学数据库中重新匹配用药指导方案，以调整对应的线上健康管理方案。Re-matching the diet plan and the exercise plan from the evidence-based medical database according to the energy taken by the user, the energy consumed by the user, and the physical sign information; and re-matching the medication guiding plan from the evidence-based medical database according to the medication information and the physical information To adjust the corresponding online health management program.
本发明采用上述技术方案，带来的技术效果为：本发明实施例通过智能终端获取服务器发送的线上健康管理方案供用户查看和执行，在预设的周期内，数据采集端基于采集规则采集用户的体征信息，并发送所述体征信息至智能终端，智能终端获取用户输入的执行所述线上健康管理方案后的反馈信息，服务器根据所述体征信息和所述反馈信息调整线上健康管理方案以实现对用户健康情况的闭环管理。本发明实施例能够根据患者的实际执行情况及时调整线上健康管理方案，实现了对用户健康情况的闭环管理，健康管理效果更佳。The technical solution of the present invention is as follows: The embodiment of the present invention obtains an online health management solution sent by the server through the intelligent terminal for the user to view and execute, and the data collection end collects based on the collection rule in a preset period. The physical information of the user is sent to the smart terminal, and the smart terminal acquires the feedback information input by the user after executing the online health management solution, and the server adjusts the online health management according to the physical information and the feedback information. The solution is to achieve closed-loop management of the user's health. The embodiment of the invention can timely adjust the online health management plan according to the actual implementation of the patient, and realizes closed-loop management of the user's health condition, and the health management effect is better.
附图说明DRAWINGS
图1为本发明基于大数据的健康管理方法第一实施例的流程示意图；1 is a schematic flowchart of a first embodiment of a big data-based health management method according to the present invention;
图2为本发明基于大数据的健康管理方法第二实施例的流程示意图；2 is a schematic flowchart of a second embodiment of a big data-based health management method according to the present invention;
图3为本发明基于大数据的健康管理方法第三实施例的流程示意图；3 is a schematic flowchart of a third embodiment of a big data-based health management method according to the present invention;
图4为图1中步骤S40的细化流程示意图；4 is a schematic diagram of a refinement process of step S40 in FIG. 1;
图5为本发明基于大数据的健康管理系统第一实施例的系统结构示意图。FIG. 5 is a schematic structural diagram of a system according to a first embodiment of a big data-based health management system according to the present invention.
本发明目的的实现、功能特点及优点将结合实施例，参照附图做进一步说明。The implementation, functional features, and advantages of the present invention will be further described in conjunction with the embodiments.
具体实施方式detailed description
应当理解，此处所描述的具体实施例仅仅用以解释本发明，并不用于限定本发明。It is understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.
本发明提供了一种基于大数据的健康管理方法。The present invention provides a health management method based on big data.
参照图1，图1为本发明基于大数据的健康管理方法第一实施例的流程示意图。Referring to FIG. 1, FIG. 1 is a schematic flowchart diagram of a first embodiment of a big data-based health management method according to the present invention.
在本发明实施例中，所述基于大数据的健康管理方法包括：In the embodiment of the present invention, the big data-based health management method includes:
S10：智能终端获取服务器发送的线上健康管理方案供用户查看和执行；S10: The intelligent terminal acquires an online health management solution sent by the server for the user to view and execute;
在本发明实施例中，所述智能终端可以为具有无线通讯功能的智能手机、平板电脑等。执行本步骤之前，用户可以先通过智能终端登录健康管理系统的服务器，通过服务器验证后，获取服务器根据用户的登录信息发送的对应的线上健康管理方案供用户查看和执行。所述线上健康管理方案可以是在用户初次使用该方法进行健康管理服务时，智能终端采集用户的初次体征信息和主诉信息并发送至服务器，服务器根据所述初次体征信息和主诉信息生成的线上健康管理方案，还可以是服务器根据健康管理内容从循证医学数据库中匹配的线上健康管理方案。所述线上健康管理方案包括饮食方案、运动方案和用药指导方案中的至少一种；还可以包括心理疏导、疾病知识普及教育、指标监测方案、生活保健指导等。用户根据智能终端显示的线上健康管理方案进行执行。In the embodiment of the present invention, the smart terminal may be a smart phone, a tablet computer, or the like having a wireless communication function. Before performing this step, the user can log in to the server of the health management system through the smart terminal. After the server is authenticated, the server obtains the corresponding online health management solution sent by the server according to the login information of the user for viewing and execution. The online health management solution may be: when the user first uses the method for the health management service, the smart terminal collects the initial physical information and the main complaint information of the user and sends the information to the server, and the server generates a line according to the initial physical information and the complaint information. The upper health management plan can also be an online health management plan that the server matches from the evidence-based medical database according to the health management content. The online health management program includes at least one of a diet plan, an exercise plan, and a medication guide program; and may also include psychological counseling, disease knowledge popularization education, indicator monitoring program, and life care guidance. The user performs the online health management scheme displayed by the smart terminal.
S20：数据采集端基于采集规则采集用户的体征信息，并发送所述体征信息至所述智能终端；S20: The data collection end collects the physical information of the user based on the collection rule, and sends the physical information to the intelligent terminal.
在本发明实施例中，所述数据采集端可以为具有无线通讯功能的体征信息采集仪或者可穿戴设备。可以预先设定数据采集端采集用户的体征信息以及获取反馈信息的周期，例如，可以通过智能终端设定每天在预设的时间之前提醒用户采集体征信息和输入反馈信息。In the embodiment of the present invention, the data collection end may be a physical information collection device or a wearable device having a wireless communication function. The period in which the data collection end collects the user's vital sign information and the feedback information may be preset. For example, the smart terminal may be set to remind the user to collect the vital sign information and input the feedback information every day before the preset time.
用户体征信息的采集可以采用现有的带通讯功能的相应的体征信息采集设备，例如具有蓝牙或WIFI功能的血糖仪、血压仪等，采集用户的体征信息后通过无线通讯功能将数据上传至数据采集端，也可以将体征信息采集功能集成于数据采集端上。用户的体征信息反映了该用户在该周期内通过执行上述线上健康管理方案的体征信息情况。优选地，所述体征信息基于采集规则采集，所述采集规则包括基于健康管理内容预设的参数的采集类型、采集时间和采集频率。例如，健康管理内容为血压管理，则在数据采集端中预先设定血压管理的采集规则，参数类型为血压，采集时间早上、中午和晚上，采集频率为每天。设定的方式可以是直接在数据采集端上设定，也可以在智能终端上设置，将设置的结果发送给数据采集端。智能终端或数据采集端在预设的时间之前则会发出提醒信息，提醒用户及时采集体征信息。当健康管理内容更换为其他内容时，及时调整采集规则。所述采集规则可以按照循证医学预先固化于数据采集端或智能终端中，也可以根据用户的实际情况通过数据采集端和智能终端具体设置。The collection of the user's physical information can use the existing physical information collection device with communication function, such as a blood glucose meter with a Bluetooth or WIFI function, a blood pressure meter, etc., and collect the physical information of the user and upload the data to the data through the wireless communication function. At the collection end, the physical information collection function can also be integrated on the data acquisition end. The user's vital information reflects the physical condition information of the user performing the above-mentioned online health management program during the period. Preferably, the vital sign information is collected based on an acquisition rule, and the collection rule includes an acquisition type, an acquisition time, and an acquisition frequency of parameters preset based on the health management content. For example, if the health management content is blood pressure management, the blood pressure management collection rule is preset in the data collection end, the parameter type is blood pressure, the collection time is morning, noon and evening, and the collection frequency is daily. The setting method may be directly set on the data collection end, or may be set on the intelligent terminal, and the set result is sent to the data collection end. The intelligent terminal or the data collection end sends a reminder message before the preset time to remind the user to collect the physical information in time. When the health management content is changed to other content, adjust the collection rules in time. The collection rule may be pre-cured in the data collection end or the intelligent terminal according to the evidence-based medicine, or may be specifically set through the data collection end and the intelligent terminal according to the actual situation of the user.
S30：智能终端获取用户输入的执行所述线上健康管理方案后的反馈信息，并发送所述用户的体征信息和所述反馈信息至服务器；所述反馈信息包括用户输入的根据所述线上健康管理方案执行的饮食信息、运动信息和用药信息；S30: The smart terminal acquires feedback information that is input by the user and executes the online health management solution, and sends the physical information of the user and the feedback information to the server; the feedback information includes the online input according to the user. Dietary information, exercise information and medication information implemented by the health management programme;
在本发明实施例中，反馈信息包括用户输入的根据所述线上健康管理方案执行的饮食信息、运动信息和用药信息。优选地，所述饮食信息包括主食、肉类、蔬菜、水果等的摄入时间、摄入类型和摄入量，优选地，智能终端为用户提供饮食信息的输入选项，输入选项可以采用选择的方式，也可以采用手动输入的方式，但无论采用上述哪种方式，饮食信息的输入均采用格式化的方式，以便服务器根据输入的饮食信息计算用户摄入的能量。在优选的实施例中，饮食信息的输入界面可以根据上述线上健康管理方案中饮食方案的内容对应设计，例如在饮食方案中包括用户在预设的时间食用预设的食物，则在饮食信息的输入界面中设置对应的食物选项。同理，运动信息包括用户每天运动时间和运动量，运动时间和运动量可以通过运动手环采集并发送至智能终端，也可以由用户自行记录并手动输入至智能终端。用药信息可通过用户手动输入至智能终端。In the embodiment of the present invention, the feedback information includes dietary information, exercise information, and medication information that are input by the user according to the online health management scheme. Preferably, the dietary information includes intake time, intake type, and intake amount of staple food, meat, vegetables, fruits, and the like. Preferably, the smart terminal provides an input option for the user to the dietary information, and the input option may be selected. In the manner of manual input, the input of the dietary information is formatted in such a manner that the server calculates the energy consumed by the user based on the input dietary information. In a preferred embodiment, the input interface of the diet information may be designed according to the content of the diet plan in the online health management scheme described above, for example, in the diet plan, the user includes the preset food at a preset time, and the diet information is Set the corresponding food options in the input interface. Similarly, the motion information includes the user's daily exercise time and the amount of exercise. The exercise time and the amount of exercise can be collected and sent to the smart terminal through the sports bracelet, or can be recorded by the user and manually input to the smart terminal. The medication information can be manually input to the smart terminal by the user.
智能终端将数据采集端发送的所述用户的体征信息和获取的所述反馈信息发送至服务器。The smart terminal sends the physical location information of the user and the obtained feedback information sent by the data collection end to the server.
S40：服务器根据所述体征信息和所述反馈信息调整线上健康管理方案。S40: The server adjusts an online health management solution according to the physical information and the feedback information.
在本发明实施例中，服务器根据所述体征信息和反馈信息，调整对应的线上健康管理方案，优选地，所述线上健康管理方案包括饮食方案、运动方案和用药指导方案中的至少一种；所述线下健康管理方案包括理疗项目及其对应的理疗日程。具体地，服务器根据所述体征信息以及反馈信息结合健康管理内容，从循证医学数据库中匹配对应的饮食方案、运动方案和用药指导方案。所述循证医生数据库中根据医生的临床医学知识结合营养、运动以及长期积累的典型病例，存储了不同的健康管理内容在不同的时期以及体征范围内对应的饮食方案、运动方案和用药指导方案供服务器匹配对应的线上健康管理方案。In the embodiment of the present invention, the server adjusts the corresponding online health management solution according to the physical information and the feedback information. Preferably, the online health management solution includes at least one of a diet plan, an exercise plan, and a medication guiding plan. The offline health management program includes a physiotherapy program and its corresponding physiotherapy schedule. Specifically, the server combines the health management content with the feedback information according to the physical information and the feedback information, and matches the corresponding diet plan, exercise plan, and medication guiding plan from the evidence-based medical database. According to the doctor's clinical medical knowledge combined with nutrition, exercise and long-term accumulation of typical cases, the evidence-based doctor database stores different health management contents in different periods and physical signs corresponding to the diet plan, exercise program and medication guidance program. The server matches the corresponding online health management plan.
本发明实施例通过智能终端获取服务器发送的线上健康管理方案供用户查看和执行，在预设的周期内，数据采集端基于采集规则采集用户的体征信息，并发送所述体征信息至智能终端，智能终端获取用户输入的执行所述线上健康管理方案后的反馈信息，服务器根据所述体征信息和所述反馈信息调整线上健康管理方案以实现对用户健康情况的闭环管理。本发明实施例能够根据患者的实际执行情况及时调整线上健康管理方案，实现了对用户健康情况的闭环管理，健康管理效果更佳。In the embodiment of the present invention, the online health management solution sent by the server is obtained by the intelligent terminal for the user to view and execute. In a preset period, the data collection end collects the physical information of the user based on the collection rule, and sends the physical information to the intelligent terminal. The smart terminal acquires the feedback information input by the user after executing the online health management solution, and the server adjusts the online health management solution according to the physical information and the feedback information to implement closed-loop management of the user's health condition. The embodiment of the invention can timely adjust the online health management plan according to the actual implementation of the patient, and realizes closed-loop management of the user's health condition, and the health management effect is better.
参照图2，图2为本发明基于大数据的健康管理方法第二实施例的流程示意图。Referring to FIG. 2, FIG. 2 is a schematic flowchart diagram of a second embodiment of a big data-based health management method according to the present invention.
基于本发明方法的第一实施例，在本发明实施例中，增加了初次生成线上健康管理方案的实施步骤，优选地，初次生成线上健康管理方案的实施步骤在步骤S10前执行。Based on the first embodiment of the method of the present invention, in the embodiment of the present invention, the implementation steps of the initial generation of the online health management solution are added. Preferably, the implementation step of the initial generation of the online health management solution is performed before step S10.
所述基于大数据的健康管理方法还包括：The big data-based health management method further includes:
数据采集端基于采集规则采集用户的初次体征信息，并发送所述初次体征信息至所述智能终端；The data collection end collects the initial physical information of the user based on the collection rule, and sends the initial physical information to the intelligent terminal;
S50：智能终端获取用户的主诉信息，并发送所述初次体征信息和主诉信息至服务器； S50: The smart terminal acquires the complaint information of the user, and sends the initial physical information and the complaint information to the server;
在执行本步骤之前，用户通过智能终端在健康管理系统中注册用户信息，并在该系统中生成唯一登陆信息。用户注册成功后，通过智能终端登录，服务器验证通过后，提醒用户采集初次体征信息和主诉信息。Before performing this step, the user registers the user information in the health management system through the smart terminal, and generates unique login information in the system. After the user is successfully registered, the user logs in through the smart terminal, and after the server passes the verification, the user is reminded to collect the initial physical information and the main complaint information.
初次体征信息的采集可以采用第一实施例中的方式采集，在此不赘述。The collection of the initial physical information may be collected in the manner of the first embodiment, and details are not described herein.
在本发明实施例中，主诉信息至少包括身体症状信息，具体地，智能终端为用户提供输入身体症状信息的途径，可以通过文本形式输入，也可以通过选项的方式选择，主诉信息反映了用户当前的身体症状信息，在其他实施例中，还可以包括用户的既往病史、家庭病史以及其他为可能影响健康管理方案生成的因素。In the embodiment of the present invention, the complaint information includes at least physical symptom information. Specifically, the smart terminal provides the user with a way to input physical symptom information, which may be input through a text form or an option, and the main complaint information reflects the current user. The physical symptom information, in other embodiments, may also include the user's past medical history, family medical history, and other factors that may affect the health management program.
智能终端发送所述初次体征信息和主诉信息至服务器，供服务器根据所述初次体征信息和主诉信息生成线上健康管理方案。The intelligent terminal sends the initial physical information and the main complaint information to the server, and the server generates an online health management plan according to the initial physical information and the main complaint information.
S60：服务器根据所述初次体征信息和主诉信息生成线上健康管理方案。S60: The server generates an online health management solution according to the initial physical information and the complaint information.
在本发明实施例中，服务器根据健康管理内容从循证医学数据库中匹配的线上健康管理方案。所述循证医学数据库中存储了根据医生的临床医学知识结合营养、运动以及长期积累的典型病例，存储了不同的健康管理内容在不同的时期以及体征范围内对应的饮食方案、运动方案、用药指导方案，根据不同的健康管理内容还包括心理疏导、疾病知识普及教育、指标监测方案、生活保健指导等方案。In an embodiment of the invention, the server matches the online health management plan from the evidence-based medical database based on the health management content. The evidence-based medical database stores typical cases based on the doctor's clinical medical knowledge combined with nutrition, exercise, and long-term accumulation, and stores different health management contents in different periods and physical signs corresponding to the diet plan, exercise program, and medication. The guidance program, according to different health management content, also includes psychological counseling, disease knowledge popularization education, indicator monitoring program, life health guidance and other programs.
本发明实施例通过服务器获取智能终端发送的用户的初次体征信息和主诉信息，并根据所述初次体征信息和主诉信息生成线上健康管理方案，能够根据用户的实际情况生成健康管理方案，在用户查看执行时更具针对性，增强了健康管理的效果。The embodiment of the present invention obtains the initial physical information and the main complaint information of the user sent by the intelligent terminal through the server, and generates an online health management plan according to the initial physical information and the main complaint information, and can generate a health management solution according to the actual situation of the user. View execution is more targeted and enhances the effectiveness of health management.
参照图3，图3为本发明基于大数据的健康管理方法第三实施例的流程示意图。Referring to FIG. 3, FIG. 3 is a schematic flowchart diagram of a third embodiment of a big data-based health management method according to the present invention.
基于本发明方法的第一实施例，在本发明实施例中，增加了初次生成线下健康管理方案的实施步骤，优选地，初次生成线下健康管理方案的实施步骤在步骤S20后执行。优选地，所述基于大数据的健康管理方法还包括：Based on the first embodiment of the method of the present invention, in the embodiment of the present invention, an implementation step of initial generation of the offline health management scheme is added. Preferably, the implementation step of initial generation of the offline health management scheme is performed after step S20. Preferably, the big data-based health management method further comprises:
S70：智能终端获取用户输入的执行所述线上健康管理方案后的初次反馈信息，发送所述初次反馈信息及其对应的体征信息至服务器；S70: The smart terminal acquires the initial feedback information that is input by the user and executes the online health management solution, and sends the initial feedback information and the corresponding physical information to the server.
S80：服务器根据所述初次反馈信息及其对应的体征信息生成线下健康管理方案，并发送所述线下健康管理方案至智能终端供用户查看和执行。S80: The server generates an offline health management solution according to the initial feedback information and the corresponding physical information, and sends the offline health management solution to the smart terminal for the user to view and execute.
在本发明实施例中，所述初次反馈信息为用户执行所述线上健康管理方案后的初次反馈信息。初次反馈信息的获取与上述反馈信息的获取方式相同，在此不再赘述。在本发明实施例中，根据中医理疗临床医学知识，所述循证医生数据库中还存储了不同的健康管理内容在不同的时期以及体征范围内对应的理疗项目供服务器匹配对应的线下健康管理方案。所述线下健康管理方案包括理疗项目及其对应的理疗日程，所述理疗项目包括针灸、推拿、拔罐、磁疗、药浴等。服务器根据智能终端发送的初次反馈信息及该初次反馈信息之前最近发送的体征信息生成线下健康管理方案。智能终端获取服务器发送的线下健康管理方案供用户查看和执行。In the embodiment of the present invention, the initial feedback information is initial feedback information after the user executes the online health management solution. The obtaining of the initial feedback information is the same as the manner of obtaining the above feedback information, and details are not described herein again. In the embodiment of the present invention, according to the clinical medical knowledge of traditional Chinese medicine physiotherapy, the evidence-based doctor database also stores different health management contents corresponding to the physical therapy items in different periods and physical signs for server matching corresponding offline health management. Program. The offline health management program includes a physiotherapy program and a corresponding physiotherapy schedule including acupuncture, massage, cupping, magnetic therapy, medicated bath, and the like. The server generates an offline health management solution according to the initial feedback information sent by the smart terminal and the recently sent vital information before the initial feedback information. The intelligent terminal obtains an offline health management solution sent by the server for the user to view and execute.
本发明实施例通过用户输入的初次反馈信息及该初次反馈信息之前最近发送的体征信息生成线下健康管理方案，充分结合线上与线下，通过理疗的方式对用户的健康进行干预，实现了对用户健康情况的闭环管理，健康管理效果更佳。The embodiment of the present invention generates an offline health management solution by using the initial feedback information input by the user and the recently sent vital sign information of the initial feedback information, fully integrating the online and offline, and intervening the health of the user through the physical therapy method, thereby realizing Closed-loop management of user health, health management is better.
在另外一个实施例中，还可针对用户每次输入的反馈信息及该反馈信息之前最近发送的体征信息对线下健康管理方案进行调整，以便根据用户的实际执行和身体恢复情况针对性地进行健康管理，下健康管理方案调整的方式与其生成的方式相同。In another embodiment, the offline health management solution may be adjusted for each time the feedback information input by the user and the recently sent vital information of the feedback information, so as to be targeted according to the actual execution and physical recovery of the user. Health management, the way the health management plan is adjusted is the same as the way it is generated.
参照图4，图4为图1、图2或图3中步骤S40的细化流程示意图。Referring to FIG. 4, FIG. 4 is a schematic diagram of the refinement process of step S40 in FIG. 1, FIG. 2 or FIG.
作为本发明基于大数据的健康管理方法第四实施例，基于本发明第一实施例、第二实施例或第三实施例，除步骤S40的其他步骤的实施方式与本发明第一实施例、第二实施例或第三实施例相同，在此不赘述。As a fourth embodiment of the big data-based health management method of the present invention, based on the first embodiment, the second embodiment, or the third embodiment of the present invention, the implementation of the other steps of step S40 and the first embodiment of the present invention are The second embodiment or the third embodiment is the same and will not be described herein.
在本发明实施例中，步骤S40包括：In the embodiment of the present invention, step S40 includes:
S401：服务器根据所述饮食信息计算用户摄取的能量，根据所述运动信息计算用户消耗的能量；S401: The server calculates energy absorbed by the user according to the diet information, and calculates energy consumed by the user according to the motion information;
在本实施例中，优选地，服务器的数据库中可以预先存储不同食物种类在的单位能量，根据数据终端发送的饮食信息从数据库中匹配对应的单位能量并计算用户摄取的能量。服务器中也可以预先存储不同的运动方式单位时间消耗的能量，根据数据终端发送的运动信息从数据库中匹配对应的单位时间消耗的能量并计算用户消耗的能量。In this embodiment, preferably, the unit energy of different food types may be pre-stored in the database of the server, and the corresponding unit energy is matched from the database according to the diet information sent by the data terminal, and the energy taken by the user is calculated. The server may also pre-store the energy consumed by the different motion modes per unit time, and match the energy consumed by the corresponding unit time from the database according to the motion information sent by the data terminal, and calculate the energy consumed by the user.
S402：服务器根据用户摄取的能量、用户消耗的能量以及所述体征信息从循证医学数据库中重新匹配饮食方案和运动方案；根据所述用药信息和所述体征信息从循证医学数据库中重新匹配用药指导方案，以调整对应的线上健康管理方案。S402: The server re-matches the diet plan and the exercise plan from the evidence-based medical database according to the energy taken by the user, the energy consumed by the user, and the physical sign information; and re-matches from the evidence-based medical database according to the medication information and the physical information. Medication guidelines to adjust the corresponding online health management program.
在本实施例中，服务器根据用户摄取的能量、用户消耗的能量计算用户的能量平衡因子，并根据所述能量平衡因子结合所述体征信息从循证医学数据库中重新匹配饮食方案和运动方案，根据所述用药信息和所述体征信息从循证医学数据库中重新匹配用药指导方案，以调整对应的线上健康管理方案。In this embodiment, the server calculates the energy balance factor of the user according to the energy taken by the user and the energy consumed by the user, and re-matches the diet plan and the exercise plan from the evidence-based medical database according to the energy balance factor in combination with the vital sign information. Re-matching the medication guidance program from the evidence-based medical database according to the medication information and the physical information to adjust the corresponding online health management program.
本发明实施例，能够根据用户输入的反馈信息自动计算能量平衡因子，并结合体征信息从循证医学数据库中重新匹配饮食方案、运动方案，根据用药信息和体征信息重新匹配用药指导方案，以调整对应的线上健康管理方案。According to the embodiment of the present invention, the energy balance factor can be automatically calculated according to the feedback information input by the user, and the diet plan and the exercise plan are re-matched from the evidence-based medical database in combination with the vital sign information, and the medication guidance plan is re-matched according to the medication information and the vital sign information to adjust Corresponding online health management program.
此外，本发明还提供了一种基于大数据的健康管理系统。In addition, the present invention also provides a health management system based on big data.
参照图5，图5为本发明基于大数据的健康管理系统第一实施例的系统结构示意图。Referring to FIG. 5, FIG. 5 is a schematic structural diagram of a system according to a first embodiment of a big data-based health management system according to the present invention.
在本发明实施例中，所述基于大数据的健康管理系统包括数据采集端10、智能终端20以及服务器30，其中：In the embodiment of the present invention, the big data-based health management system includes a data collection terminal 10, a smart terminal 20, and a server 30, wherein:
所述数据采集端10与所述智能终端20通讯连接，所述智能终端20与所述服务器30通讯连接；The data collection end 10 is communicatively connected to the smart terminal 20, and the smart terminal 20 is communicatively connected to the server 30;
所述数据采集端10，用于基于采集规则采集体征信息，并发送所述体征信息至所述智能终端20；The data collecting end 10 is configured to collect the vital sign information based on the collecting rule, and send the physical sign information to the smart terminal 20;
在本发明实施例中，数据采集端10可以为具有无线通讯功能的体征信息采集仪或者可穿戴设备。可以预先设定数据采集端采集用户的体征信息以及获取反馈信息的周期，例如，可以通过智能终端设定每天在预设的时间之前提醒用户采集体征信息和输入反馈信息。In the embodiment of the present invention, the data collection end 10 may be a vital information collector or a wearable device having a wireless communication function. The period in which the data collection end collects the user's vital sign information and the feedback information may be preset. For example, the smart terminal may be set to remind the user to collect the vital sign information and input the feedback information every day before the preset time.
用户体征信息的采集可以采用现有的带通讯功能的相应的体征信息采集设备，例如具有蓝牙或WIFI功能的血糖仪、血压仪等，采集用户的体征信息后通过无线通讯功能将数据上传至数据采集端10，也可以将体征信息采集功能集成于数据采集端10上。用户的体征信息反映了该用户在该周期内通过执行上述线上健康管理方案和线下健康管理方案的体征信息情况。优选地，所述体征信息基于采集规则采集，所述采集规则包括基于健康管理内容预设的参数的采集类型、采集时间和采集频率。例如，健康管理内容为血压管理，则在数据采集端10中预先设定血压管理的采集规则，参数类型为血压，采集时间早上、中午和晚上，采集频率为每天。设定的方式可以是直接在数据采集端10上设定，也可以在智能终端20上设置，将设置的结果发送给数据采集端10。智能终端20或数据采集端10在预设的时间之前则会发出提醒信息，提醒用户及时采集体征信息。当健康管理内容更换为其他内容时，及时调整采集规则。所述采集规则可以按照循证医学预先固化于数据采集端10或智能终端20中，也可以根据用户的实际情况通过数据采集端10和智能终端20具体设置。The collection of the user's physical information can use the existing physical information collection device with communication function, such as a blood glucose meter with a Bluetooth or WIFI function, a blood pressure meter, etc., and collect the physical information of the user and upload the data to the data through the wireless communication function. The collecting end 10 can also integrate the vital sign information collecting function on the data collecting end 10. The user's vital information reflects the physical condition information of the user performing the above-mentioned online health management plan and offline health management plan in the cycle. Preferably, the vital sign information is collected based on an acquisition rule, and the collection rule includes an acquisition type, an acquisition time, and an acquisition frequency of parameters preset based on the health management content. For example, if the health management content is blood pressure management, the blood pressure management collection rule is preset in the data collection terminal 10, the parameter type is blood pressure, the collection time is morning, noon and evening, and the collection frequency is daily. The setting manner may be directly set on the data collecting end 10, or may be set on the smart terminal 20, and the set result is sent to the data collecting end 10. The smart terminal 20 or the data collection terminal 10 sends a reminder message before the preset time to remind the user to collect the vital information in time. When the health management content is changed to other content, adjust the collection rules in time. The collection rule may be pre-cured in the data collection end 10 or the smart terminal 20 according to the evidence-based medicine, or may be specifically set through the data collection end 10 and the intelligent terminal 20 according to the actual situation of the user.
所述智能终端20，用于获取服务器发送的线上健康管理方案供用户查看和执行；还用于获取用户输入的执行所述线上健康管理方案后的反馈信息，并发送所述用户的体征信息和所述反馈信息至服务器；所述反馈信息包括用户输入的根据所述线上健康管理方案执行的饮食信息、运动信息和用药信息；The smart terminal 20 is configured to obtain an online health management solution sent by the server for the user to view and execute, and is further configured to obtain feedback information that is input by the user after executing the online health management solution, and send the user's physical symptoms. Information and the feedback information to the server; the feedback information includes dietary information, exercise information, and medication information input by the user according to the online health management scheme;
在本发明实施例中，所述智能终端20可以为具有无线通讯功能的智能手机、平板电脑等。用户可以先通过智能终端20登录健康管理系统的服务器30，通过服务器30验证后，获取服务器30根据用户的登录信息发送的对应的线上健康管理方案供用户查看和执行。所述线上健康管理方案可以是在用户初次使用该方法进行健康管理服务时，智能终端20将用户的初次体征信息和主诉信息发送至服务器30，服务器30根据所述初次体征信息和主诉信息生成的线上健康管理方案，还可以是服务器30根据健康管理内容从循证医学数据库中匹配的线上健康管理方案。所述线上健康管理方案包括饮食方案、运动方案和用药指导方案中的至少一种；还可以包括心理疏导、疾病知识普及教育、指标监测方案、生活保健指导等。用户根据智能终端显示的线上健康管理方案进行执行。In the embodiment of the present invention, the smart terminal 20 may be a smart phone, a tablet computer, or the like having a wireless communication function. The user can log in to the server 30 of the health management system through the smart terminal 20, and after the server 30 authenticates, the corresponding online health management solution sent by the server 30 according to the login information of the user is displayed and executed by the user. The online health management solution may be: when the user first uses the method for performing the health management service, the smart terminal 20 sends the user's initial physical information and the main complaint information to the server 30, and the server 30 generates the initial physical information and the complaint information according to the initial physical information and the complaint information. The online health management solution may also be an online health management solution that the server 30 matches from the evidence-based medical database according to the health management content. The online health management program includes at least one of a diet plan, an exercise plan, and a medication guide program; and may also include psychological counseling, disease knowledge popularization education, indicator monitoring program, and life care guidance. The user performs the online health management scheme displayed by the smart terminal.
在本发明实施例中，反馈信息包括用户输入的根据所述线上健康管理方案和所述线下健康管理方案执行的饮食信息、运动信息和用药信息。优选地，所述饮食信息包括主食、肉类、蔬菜、水果等的摄入时间、摄入类型和摄入量，优选地，智能终端为用户提供饮食信息的输入选项，输入选项可以采用选择的方式，也可以采用手动输入的方式，但无论采用上述哪种方式，饮食信息的输入均采用格式化的方式，以便服务器根据输入的饮食信息计算用户摄入的能量。在优选的实施例中，饮食信息的输入界面可以根据上述线上健康管理方案中饮食方案的内容对应设计，例如在饮食方案中包括用户在预设的时间食用预设的食物，则在饮食信息的输入界面中设置对应的食物选项。同理，运动信息包括用户每天运动时间和运动量，运动时间和运动量可以通过运动手环采集并发送至智能终端，也可以由用户自行记录并手动输入至智能终端。用药信息可通过用户手动输入至智能终端20。In the embodiment of the present invention, the feedback information includes dietary information, exercise information, and medication information input by the user according to the online health management scheme and the offline health management scheme. Preferably, the dietary information includes intake time, intake type, and intake amount of staple food, meat, vegetables, fruits, and the like. Preferably, the smart terminal provides an input option for the user to the dietary information, and the input option may be selected. In the manner of manual input, the input of the dietary information is formatted in such a manner that the server calculates the energy consumed by the user based on the input dietary information. In a preferred embodiment, the input interface of the diet information may be designed according to the content of the diet plan in the online health management scheme described above, for example, in the diet plan, the user includes the preset food at a preset time, and the diet information is Set the corresponding food options in the input interface. Similarly, the motion information includes the user's daily exercise time and the amount of exercise. The exercise time and the amount of exercise can be collected and sent to the smart terminal through the sports bracelet, or can be recorded by the user and manually input to the smart terminal. The medication information can be manually input to the smart terminal 20 by the user.
智能终端20将数据采集端10发送的所述用户的体征信息和获取的所述反馈信息发送至服务器30。The smart terminal 20 transmits the physical location information of the user and the obtained feedback information sent by the data collection terminal 10 to the server 30.
所述服务器30，用于根据所述体征信息和所述反馈信息调整线上健康管理方案，所述线上健康管理方案包括饮食方案、运动方案和用药指导方案中的至少一种。The server 30 is configured to adjust an online health management solution according to the physical information and the feedback information, where the online health management solution includes at least one of a diet plan, an exercise plan, and a medication guiding plan.
在本发明实施例中，服务器30根据所述体征信息和反馈信息，调整对应的线上健康管理方案。优选地，所述线上健康管理方案包括饮食方案、运动方案和用药指导方案中的至少一种；所述线下健康管理方案包括理疗项目及其对应的理疗日程。具体地，服务器根据所述体征信息以及反馈信息结合健康管理内容，从循证医学数据库中匹配对应的饮食方案、运动方案和用药指导方案。所述循证医生数据库中根据医生的临床医学知识结合营养、运动以及长期积累的典型病例，存储了不同的健康管理内容在不同的时期以及体征范围内对应的饮食方案、运动方案和用药指导方案供服务器匹配对应的线上健康管理方案。In the embodiment of the present invention, the server 30 adjusts the corresponding online health management plan according to the physical information and the feedback information. Preferably, the online health management program includes at least one of a diet plan, a exercise plan, and a medication guide plan; the offline health management plan includes a physiotherapy item and a corresponding physiotherapy schedule thereof. Specifically, the server combines the health management content with the feedback information according to the physical information and the feedback information, and matches the corresponding diet plan, exercise plan, and medication guiding plan from the evidence-based medical database. According to the doctor's clinical medical knowledge combined with nutrition, exercise and long-term accumulation of typical cases, the evidence-based doctor database stores different health management contents in different periods and physical signs corresponding to the diet plan, exercise program and medication guidance program. The server matches the corresponding online health management plan.
本发明实施例通过智能终端获取服务器发送的线上健康管理方案供用户查看和执行，在预设的周期内，数据采集端基于采集规则采集用户的体征信息，并发送所述体征信息至智能终端，智能终端获取用户输入的执行所述线上健康管理方案后的反馈信息，服务器根据所述体征信息和所述反馈信息调整线上健康管理方案以实现对用户健康情况的闭环管理。本发明实施例能够根据患者的实际执行情况及时调整线上健康管理方案，实现了对用户健康情况的闭环管理，健康管理效果更佳。In the embodiment of the present invention, the online health management solution sent by the server is obtained by the intelligent terminal for the user to view and execute. In a preset period, the data collection end collects the physical information of the user based on the collection rule, and sends the physical information to the intelligent terminal. The smart terminal acquires the feedback information input by the user after executing the online health management solution, and the server adjusts the online health management solution according to the physical information and the feedback information to implement closed-loop management of the user's health condition. The embodiment of the invention can timely adjust the online health management plan according to the actual implementation of the patient, and realizes closed-loop management of the user's health condition, and the health management effect is better.
作为本发明基于大数据的健康管理系统第二实施例，基于本发明系统的第一实施例，在本发明实施例中，As a second embodiment of the big data-based health management system of the present invention, based on the first embodiment of the system of the present invention, in the embodiment of the present invention,
所述数据采集端10，还用于基于采集规则采集用户的初次体征信息，并发送所述初次体征信息至所述智能终端；The data collection end 10 is further configured to collect initial physical information of the user based on the collection rule, and send the initial physical information to the intelligent terminal;
在本发明实施例中，增加了初次生成线上健康管理方案和线下健康管理方案的实施方式。可以理解地，在初次生成线上健康管理方案和线下健康管理方案之前，用户可以通过智能终端在健康管理系统中注册用户信息，并在该系统中生成唯一登陆信息。用户注册成功后，通过智能终端登录，服务器验证通过后，提醒用户采集初次体征信息和主诉信息。In the embodiment of the present invention, an implementation manner of initial generation of an online health management plan and an offline health management plan is added. It can be understood that before the online health management solution and the offline health management solution are generated for the first time, the user can register the user information in the health management system through the smart terminal, and generate unique login information in the system. After the user is successfully registered, the user logs in through the smart terminal, and after the server passes the verification, the user is reminded to collect the initial physical information and the main complaint information.
初次体征信息的采集可以采用本发明系统的第一实施例中的方式采集，在此不赘述。The collection of the initial physical information may be collected in the manner of the first embodiment of the system of the present invention, and details are not described herein.
所述智能终端20，还用于获取用户的主诉信息，并发送所述初次体征信息和主诉信息至服务器；所述主诉信息至少包括身体症状信息；在本发明实施例中，主诉信息至少包括身体症状信息，具体地，智能终端为用户提供输入身体症状信息的途径，可以通过文本形式输入，也可以通过选项的方式选择，主诉信息反映了用户当前的身体症状信息，在其他实施例中，还可以包括用户的既往病史、家庭病史以及其他为可能影响健康管理方案生成的因素。The smart terminal 20 is further configured to acquire the complaint information of the user, and send the initial physical information and the complaint information to the server; the complaint information includes at least physical symptom information; in the embodiment of the present invention, the complaint information includes at least the body Symptom information, specifically, the smart terminal provides the user with a way to input physical symptom information, which can be input through text form or by an option, and the main complaint information reflects the current physical symptom information of the user. In other embodiments, It may include the user's past medical history, family history, and other factors that may affect the health management program.
智能终端发送所述初次体征信息和主诉信息至服务器，供服务器根据所述初次体征信息和主诉信息生成线上健康管理方案。The intelligent terminal sends the initial physical information and the main complaint information to the server, and the server generates an online health management plan according to the initial physical information and the main complaint information.
所述服务器30，还用于根据所述初次体征信息和主诉信息生成线上健康管理方案。The server 30 is further configured to generate an online health management solution according to the initial physical information and the complaint information.
在本发明实施例中，服务器根据健康管理内容从循证医学数据库中匹配的线上健康管理方案。所述循证医学数据库中存储了根据医生的临床医学知识结合营养、运动以及长期积累的典型病例，存储了不同的健康管理内容在不同的时期以及体征范围内对应的饮食方案、运动方案、用药指导方案，根据不同的健康管理内容还包括心理疏导、疾病知识普及教育、指标监测方案、生活保健指导等方案。In an embodiment of the invention, the server matches the online health management plan from the evidence-based medical database based on the health management content. The evidence-based medical database stores typical cases based on the doctor's clinical medical knowledge combined with nutrition, exercise, and long-term accumulation, and stores different health management contents in different periods and physical signs corresponding to the diet plan, exercise program, and medication. The guidance program, according to different health management content, also includes psychological counseling, disease knowledge popularization education, indicator monitoring program, life health guidance and other programs.
本发明实施例通过服务器获取智能终端发送的用户的初次体征信息和主诉信息，并根据所述初次体征信息和主诉信息生成线上健康管理方案，能够根据用户的实际情况生成健康管理方案，在用户查看执行时更具针对性，增强了健康管理的效果。The embodiment of the present invention obtains the initial physical information and the main complaint information of the user sent by the intelligent terminal through the server, and generates an online health management plan according to the initial physical information and the main complaint information, and can generate a health management solution according to the actual situation of the user. View execution is more targeted and enhances the effectiveness of health management.
作为本发明基于大数据的健康管理系统第三实施例，基于本发明系统的第一实施例，在本发明实施例中，As a third embodiment of the big data-based health management system of the present invention, based on the first embodiment of the system of the present invention, in the embodiment of the present invention,
所述智能终端20，还用于获取用户输入的执行所述线上健康管理方案后的初次反馈信息，并发送所述初次反馈信息及其对应的体征信息至服务器；The smart terminal 20 is further configured to acquire initial feedback information that is input by the user after executing the online health management solution, and send the initial feedback information and the corresponding physical information to the server;
所述服务器30，还用于根据所述初次反馈信息及其对应的体征信息生成线下健康管理方案，并发送所述线下健康管理方案至智能终端供用户查看和执行。The server 30 is further configured to generate an offline health management solution according to the initial feedback information and the corresponding physical information, and send the offline health management solution to the smart terminal for viewing and execution by the user.
在本发明实施例中，所述初次反馈信息为用户执行所述线上健康管理方案后的初次反馈信息。初次反馈信息的获取与上述反馈信息的获取方式相同，在此不再赘述。在本发明实施例中，根据中医理疗临床医学知识，所述循证医生数据库中还存储了不同的健康管理内容在不同的时期以及体征范围内对应的理疗项目供服务器匹配对应的线下健康管理方案。所述线下健康管理方案包括理疗项目及其对应的理疗日程，所述理疗项目包括针灸、推拿、拔罐、磁疗、药浴等。服务器根据智能终端发送的初次反馈信息及该初次反馈信息之前最近发送的体征信息生成线下健康管理方案。智能终端获取服务器发送的线下健康管理方案供用户查看和执行。In the embodiment of the present invention, the initial feedback information is initial feedback information after the user executes the online health management solution. The obtaining of the initial feedback information is the same as the manner of obtaining the above feedback information, and details are not described herein again. In the embodiment of the present invention, according to the clinical medical knowledge of traditional Chinese medicine physiotherapy, the evidence-based doctor database also stores different health management contents corresponding to the physical therapy items in different periods and physical signs for server matching corresponding offline health management. Program. The offline health management program includes a physiotherapy program and a corresponding physiotherapy schedule including acupuncture, massage, cupping, magnetic therapy, medicated bath, and the like. The server generates an offline health management solution according to the initial feedback information sent by the smart terminal and the recently sent vital information before the initial feedback information. The intelligent terminal obtains an offline health management solution sent by the server for the user to view and execute.
本发明实施例通过用户输入的初次反馈信息及该初次反馈信息之前最近发送的体征信息生成线下健康管理方案，充分结合线上与线下，通过理疗的方式对用户的健康进行干预，实现了对用户健康情况的闭环管理，健康管理效果更佳。The embodiment of the present invention generates an offline health management solution by using the initial feedback information input by the user and the recently sent vital sign information of the initial feedback information, fully integrating the online and offline, and intervening the health of the user through the physical therapy method, thereby realizing Closed-loop management of user health, health management is better.
在另外一个实施例中，还可针对用户每次输入的反馈信息及该反馈信息之前最近发送的体征信息对线下健康管理方案进行调整，以便根据用户的实际执行和身体恢复情况针对性地进行健康管理，下健康管理方案调整的方式与其生成的方式相同，在此不赘述。In another embodiment, the offline health management solution may be adjusted for each time the feedback information input by the user and the recently sent vital information of the feedback information, so as to be targeted according to the actual execution and physical recovery of the user. Health management, the way to adjust the health management plan is the same as the way it is generated, and will not be described here.
作为本发明基于大数据的O2O健康管理系统第四实施例，基于本发明系统的第一实施例、第二实施例或第三实施例，优选地，所述服务器具体用于：As a fourth embodiment of the big data-based O2O health management system of the present invention, based on the first embodiment, the second embodiment, or the third embodiment of the system of the present invention, preferably, the server is specifically configured to:
根据所述饮食信息计算用户摄取的能量，根据所述运动信息计算用户消耗的能量；Calculating energy absorbed by the user according to the diet information, and calculating energy consumed by the user according to the motion information;
在本实施例中，优选地，服务器的数据库中可以预先存储不同食物种类在的单位能量，根据数据终端发送的饮食信息从数据库中匹配对应的单位能量并计算用户摄取的能量。服务器中也可以预先存储不同的运动方式单位时间消耗的能量，根据数据终端发送的运动信息从数据库中匹配对应的单位时间消耗的能量并计算用户消耗的能量。In this embodiment, preferably, the unit energy of different food types may be pre-stored in the database of the server, and the corresponding unit energy is matched from the database according to the diet information sent by the data terminal, and the energy taken by the user is calculated. The server may also pre-store the energy consumed by the different motion modes per unit time, and match the energy consumed by the corresponding unit time from the database according to the motion information sent by the data terminal, and calculate the energy consumed by the user.
根据用户摄取的能量、用户消耗的能量以及所述体征信息从循证医学数据库中重新匹配饮食方案和运动方案；根据所述用药信息和所述体征信息从循证医学数据库中重新匹配用药指导方案，以调整对应的线上健康管理方案。Re-matching the diet plan and the exercise plan from the evidence-based medical database according to the energy taken by the user, the energy consumed by the user, and the physical sign information; and re-matching the medication guiding plan from the evidence-based medical database according to the medication information and the physical information To adjust the corresponding online health management program.
在本实施例中，服务器根据用户摄取的能量、用户消耗的能量计算用户的能量平衡因子，并根据所述能量平衡因子结合所述体征信息从循证医学数据库中重新匹配饮食方案和运动方案，根据所述用药信息和所述体征信息从循证医学数据库中重新匹配用药指导方案，以调整对应的线上健康管理方案。In this embodiment, the server calculates the energy balance factor of the user according to the energy taken by the user and the energy consumed by the user, and re-matches the diet plan and the exercise plan from the evidence-based medical database according to the energy balance factor in combination with the vital sign information. Re-matching the medication guidance program from the evidence-based medical database according to the medication information and the physical information to adjust the corresponding online health management program.
本发明实施例，能够根据用户输入的反馈信息自动计算能量平衡因子，并结合体征信息从循证医学数据库中重新匹配饮食方案、运动方案，根据用药信息和体征信息重新匹配用药指导方案，以调整对应的线上健康管理方案。According to the embodiment of the present invention, the energy balance factor can be automatically calculated according to the feedback information input by the user, and the diet plan and the exercise plan are re-matched from the evidence-based medical database in combination with the vital sign information, and the medication guidance plan is re-matched according to the medication information and the vital sign information to adjust Corresponding online health management program.
以上仅为本发明的优选实施例，并非因此限制本发明的专利范围，凡是利用本发明说明书及附图内容所作的等效结构或等效流程变换，或直接或间接运用在其他相关的技术领域，均同理包括在本发明的专利保护范围内。The above are only the preferred embodiments of the present invention, and are not intended to limit the scope of the invention, and the equivalent structure or equivalent process transformations made by the description of the present invention and the drawings are directly or indirectly applied to other related technical fields. The same is included in the scope of patent protection of the present invention.

Claims (15)

  1. 一种基于大数据的健康管理方法，其特征在于，所述基于大数据的健康管理方法包括： A big data-based health management method, characterized in that the big data-based health management method comprises:
    智能终端获取服务器发送的线上健康管理方案供用户查看和执行；The intelligent terminal acquires an online health management solution sent by the server for the user to view and execute;
    数据采集端基于采集规则采集用户的体征信息，并发送所述体征信息至所述智能终端；The data collecting end collects the physical sign information of the user based on the collecting rule, and sends the physical sign information to the smart terminal;
    智能终端获取用户输入的执行所述线上健康管理方案后的反馈信息，并发送所述用户的体征信息和所述反馈信息至服务器；所述反馈信息包括用户输入的根据所述线上健康管理方案执行的饮食信息、运动信息和用药信息；The smart terminal acquires feedback information input by the user after executing the online health management solution, and sends the physical activity information and the feedback information of the user to the server; the feedback information includes the online health management according to the user input Dietary information, exercise information and medication information implemented by the programme;
    服务器根据所述体征信息和所述反馈信息调整线上健康管理方案，所述线上健康管理方案包括饮食方案、运动方案和用药指导方案中的至少一种。 The server adjusts an online health management plan based on the vital sign information and the feedback information, the online health management plan including at least one of a diet plan, an exercise plan, and a medication guidance plan.
  2. 如权利要求1所述的基于大数据的健康管理方法，其特征在于，所述采集规则包括基于健康管理内容预设的参数的采集类型、采集时间和采集频率。The big data-based health management method according to claim 1, wherein the collection rule comprises an acquisition type, an acquisition time, and an acquisition frequency of parameters preset based on the health management content.
  3. 如权利要求1所述的基于大数据的健康管理方法，其特征在于，所述服务器根据所述体征信息和所述反馈信息调整线上健康管理方案的步骤包括：The big data-based health management method according to claim 1, wherein the step of the server adjusting the online health management solution according to the physical information and the feedback information comprises:
    服务器根据所述饮食信息计算用户摄取的能量，根据所述运动信息计算用户消耗的能量；The server calculates the energy taken by the user according to the diet information, and calculates the energy consumed by the user according to the motion information;
    服务器根据用户摄取的能量、用户消耗的能量以及所述体征信息从循证医学数据库中重新匹配饮食方案和运动方案；根据所述用药信息和所述体征信息从循证医学数据库中重新匹配用药指导方案，以调整对应的线上健康管理方案。The server re-matches the diet plan and the exercise plan from the evidence-based medical database according to the energy taken by the user, the energy consumed by the user, and the physical sign information; and re-matching the medication guide from the evidence-based medical database according to the medication information and the physical sign information Program to adjust the corresponding online health management program.
  4. 如权利要求1所述的基于大数据的健康管理方法，其特征在于，所述基于大数据的健康管理方法还包括：The big data-based health management method according to claim 1, wherein the big data-based health management method further comprises:
    数据采集端基于采集规则采集用户的初次体征信息，并发送所述初次体征信息至所述智能终端；The data collection end collects the initial physical information of the user based on the collection rule, and sends the initial physical information to the intelligent terminal;
    智能终端获取用户的主诉信息，并发送所述初次体征信息和主诉信息至服务器；所述主诉信息至少包括身体症状信息； The intelligent terminal acquires the complaint information of the user, and sends the initial physical information and the complaint information to the server; the complaint information includes at least physical symptom information;
    服务器根据所述初次体征信息和主诉信息生成线上健康管理方案。The server generates an online health management plan based on the initial physical information and the complaint information.
  5. 如权利要求1所述的基于大数据的健康管理方法，其特征在于，所述基于大数据的健康管理方法还包括：The big data-based health management method according to claim 1, wherein the big data-based health management method further comprises:
    智能终端获取用户输入的执行所述线上健康管理方案后的初次反馈信息，发送所述初次反馈信息及其对应的体征信息至服务器；The intelligent terminal acquires the initial feedback information after the user performs the online health management solution, and sends the initial feedback information and the corresponding physical information to the server;
    服务器根据所述初次反馈信息及其对应的体征信息生成线下健康管理方案，并发送所述线下健康管理方案至智能终端供用户查看和执行。The server generates an offline health management solution according to the initial feedback information and the corresponding physical information, and sends the offline health management solution to the smart terminal for the user to view and execute.
  6. 如权利要求5所述的基于大数据的健康管理方法，其特征在于，所述采集规则包括基于健康管理内容预设的参数的采集类型、采集时间和采集频率。 The big data-based health management method according to claim 5, wherein the collection rule comprises an acquisition type, an acquisition time, and an acquisition frequency of parameters preset based on the health management content.
  7. 如权利要求5所述的基于大数据的健康管理方法，其特征在于，所述服务器根据所述体征信息和所述反馈信息调整线上健康管理方案的步骤包括：The big data-based health management method according to claim 5, wherein the step of the server adjusting the online health management solution according to the physical information and the feedback information comprises:
    服务器根据所述饮食信息计算用户摄取的能量，根据所述运动信息计算用户消耗的能量；The server calculates the energy taken by the user according to the diet information, and calculates the energy consumed by the user according to the motion information;
    服务器根据用户摄取的能量、用户消耗的能量以及所述体征信息从循证医学数据库中重新匹配饮食方案和运动方案；根据所述用药信息和所述体征信息从循证医学数据库中重新匹配用药指导方案，以调整对应的线上健康管理方案。The server re-matches the diet plan and the exercise plan from the evidence-based medical database according to the energy taken by the user, the energy consumed by the user, and the physical sign information; and re-matching the medication guide from the evidence-based medical database according to the medication information and the physical sign information Program to adjust the corresponding online health management program.
  8. 一种基于大数据的健康管理系统，其特征在于，所述基于大数据的健康管理系统包括数据采集端、智能终端以及服务器，其中：A big data-based health management system, characterized in that the big data-based health management system comprises a data collection end, an intelligent terminal and a server, wherein:
    所述数据采集端与所述智能终端通讯连接，所述智能终端与所述服务器通讯连接；The data collection end is communicatively connected to the intelligent terminal, and the intelligent terminal is in communication connection with the server;
    所述数据采集端，基于采集规则采集用户的体征信息，并发送所述体征信息至所述智能终端；The data collecting end collects the physical sign information of the user based on the collecting rule, and sends the physical sign information to the smart terminal;
    所述智能终端，用于获取服务器发送的线上健康管理方案供用户查看和执行；还用于获取用户输入的执行所述线上健康管理方案后的反馈信息，并发送所述用户的体征信息和所述反馈信息至服务器；所述反馈信息包括用户输入的根据所述线上健康管理方案执行的饮食信息、运动信息和用药信息；The smart terminal is configured to obtain an online health management solution sent by the server for the user to view and execute, and is further configured to obtain feedback information after the online health management solution is executed by the user, and send the physical information of the user. And the feedback information to the server; the feedback information includes dietary information, exercise information, and medication information input by the user according to the online health management scheme;
    所述服务器，用于根据所述体征信息和所述反馈信息调整线上健康管理方案，所述线上健康管理方案包括饮食方案、运动方案和用药指导方案中的至少一种。The server is configured to adjust an online health management plan according to the physical sign information and the feedback information, where the online health management plan includes at least one of a diet plan, an exercise plan, and a medication guiding plan.
  9. 如权利要求8所述的基于大数据的健康管理系统，其特征在于，所述采集规则包括基于健康管理内容预设的参数的采集类型、采集时间和采集频率。The big data-based health management system according to claim 8, wherein the collection rule comprises an acquisition type, an acquisition time, and an acquisition frequency of parameters preset based on the health management content.
  10. 如权利要求8所述的基于大数据的健康管理系统，其特征在于，所述服务器具体用于：The big data-based health management system according to claim 8, wherein the server is specifically configured to:
    根据所述饮食信息计算用户摄取的能量，根据所述运动信息计算用户消耗的能量；Calculating energy absorbed by the user according to the diet information, and calculating energy consumed by the user according to the motion information;
    根据用户摄取的能量、用户消耗的能量以及所述体征信息从循证医学数据库中重新匹配饮食方案和运动方案；根据所述用药信息和所述体征信息从循证医学数据库中重新匹配用药指导方案，以调整对应的线上健康管理方案。Re-matching the diet plan and the exercise plan from the evidence-based medical database according to the energy taken by the user, the energy consumed by the user, and the physical sign information; and re-matching the medication guiding plan from the evidence-based medical database according to the medication information and the physical information To adjust the corresponding online health management program.
  11. 如权利要求8所述的基于大数据的健康管理系统，其特征在于，A big data based health management system according to claim 8 wherein:
    所述数据采集端，还用于基于采集规则采集用户的初次体征信息，并发送所述初次体征信息至所述智能终端；The data collection end is further configured to collect initial physical information of the user based on the collection rule, and send the initial physical information to the intelligent terminal;
    所述智能终端，还用于获取用户的主诉信息，并发送所述初次体征信息和主诉信息至服务器；所述主诉信息至少包括身体症状信息； The smart terminal is further configured to acquire the main complaint information of the user, and send the initial physical information and the main complaint information to the server; the main complaint information includes at least physical symptom information;
    所述服务器，还用于根据所述初次体征信息和主诉信息生成线上健康管理方案。The server is further configured to generate an online health management solution according to the initial physical information and the complaint information.
  12. 如权利要求11所述的基于大数据的健康管理系统，其特征在于，所述采集规则包括基于健康管理内容预设的参数的采集类型、采集时间和采集频率。 The big data-based health management system according to claim 11, wherein the collection rule comprises an acquisition type, an acquisition time, and an acquisition frequency of parameters preset based on the health management content.
  13. 如权利要求8所述的基于大数据的健康管理系统，其特征在于，A big data based health management system according to claim 8 wherein:
    所述智能终端，还用于获取用户输入的执行所述线上健康管理方案后的初次反馈信息，并发送所述初次反馈信息及其对应的体征信息至服务器；The smart terminal is further configured to obtain initial feedback information that is input by the user after executing the online health management solution, and send the initial feedback information and the corresponding physical information to the server;
    所述服务器，还用于根据所述初次反馈信息及其对应的体征信息生成线下健康管理方案，并发送所述线下健康管理方案至智能终端供用户查看和执行。The server is further configured to generate an offline health management solution according to the initial feedback information and the corresponding physical information, and send the offline health management solution to the smart terminal for the user to view and execute.
  14. 如权利要求13所述的基于大数据的健康管理系统，其特征在于，所述采集规则包括基于健康管理内容预设的参数的采集类型、采集时间和采集频率。 The big data-based health management system according to claim 13, wherein the collection rule comprises an acquisition type, an acquisition time, and an acquisition frequency of parameters preset based on the health management content.
  15. 如权利要求13所述的基于大数据的健康管理系统，其特征在于，所述服务器具体用于：The big data-based health management system according to claim 13, wherein the server is specifically configured to:
    根据所述饮食信息计算用户摄取的能量，根据所述运动信息计算用户消耗的能量；Calculating energy absorbed by the user according to the diet information, and calculating energy consumed by the user according to the motion information;
    根据用户摄取的能量、用户消耗的能量以及所述体征信息从循证医学数据库中重新匹配饮食方案和运动方案；根据所述用药信息和所述体征信息从循证医学数据库中重新匹配用药指导方案，以调整对应的线上健康管理方案。Re-matching the diet plan and the exercise plan from the evidence-based medical database according to the energy taken by the user, the energy consumed by the user, and the physical sign information; and re-matching the medication guiding plan from the evidence-based medical database according to the medication information and the physical information To adjust the corresponding online health management program.
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Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
RU2680472C1 (en) * 2018-10-18 2019-02-21 Пётр Павлович Кузнецов Method and system for improving the quality of user life
CN110010247A (en) * 2019-01-23 2019-07-12 深圳市中银科技有限公司 A kind of personalized physical health based terminal system based on artificial intelligence
CN113035315A (en) * 2021-01-22 2021-06-25 浙江工业大学 Children's intelligence rope skipping interactive system based on many terminals
CN114388120A (en) * 2022-03-25 2022-04-22 慕思健康睡眠股份有限公司 Community endowment service system and method and computer equipment

Families Citing this family (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105303493A (en) * 2015-10-30 2016-02-03 安徽云硕科技有限公司 Analysis service system for health big data of home-based care for the aged
CN106453487A (en) * 2016-08-18 2017-02-22 深圳市永兴元科技股份有限公司 Method for monitoring elder safety and cloud server
CN107169265A (en) * 2017-04-14 2017-09-15 深圳中迈数字医疗技术有限公司 A kind of medical monitoring security diagnostics analysis system
CN107633871A (en) * 2017-09-20 2018-01-26 合肥安华信息科技有限公司 A kind of health control method based on data processing
CN109308938A (en) * 2018-08-23 2019-02-05 上海爱丁医佳网络科技有限公司 Stein-Leventhal syndrome living management system
CN109461502A (en) * 2018-09-30 2019-03-12 缤刻普达（北京）科技有限责任公司 Health control method, system, Human fat balance and mobile terminal
CN110265100A (en) * 2019-05-23 2019-09-20 北京爱诺斯科技有限公司 A kind of vision monitoring archive management system based on big data fitting
CN111161829A (en) * 2019-12-30 2020-05-15 广州享药户联优选科技有限公司 Method and device for recommending health scheme based on medication situation
CN111643056B (en) * 2020-06-11 2022-11-25 康键信息技术（深圳）有限公司 Data processing method and system
CN113808750A (en) * 2020-06-15 2021-12-17 阿里健康信息技术有限公司 Data processing method and device
CN112700839A (en) * 2020-12-29 2021-04-23 深圳市携康网络科技有限公司 Artificial intelligence health management method and system based on big data
CN112700843A (en) * 2021-01-14 2021-04-23 徐磊 Comprehensive infant nutrition monitoring system
CN112837786A (en) * 2021-03-10 2021-05-25 泰康保险集团股份有限公司 Diet management method, system, computer device and readable storage medium

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1908975A (en) * 2006-08-10 2007-02-07 中山大学 Human feature based healthy intelligent management method and healthy suggestion system
US20120278072A1 (en) * 2011-04-26 2012-11-01 Samsung Electronics Co., Ltd. Remote healthcare system and healthcare method using the same
CN104036444A (en) * 2014-06-05 2014-09-10 深圳市元征科技股份有限公司 Method, device and system for improving health condition
CN104537593A (en) * 2014-12-09 2015-04-22 北京康源互动健康科技有限公司 Healthy sports monitoring system and method based on cloud platform
CN104537269A (en) * 2015-01-20 2015-04-22 无锡怡生医疗设备有限公司 Personal health management and advertisement system based on life body characteristic measurement instrument and network

Family Cites Families (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101739510A (en) * 2009-12-18 2010-06-16 生命在线(北京)科技有限公司 Individualized remote health interacting and monitoring service system and method
CN102908156A (en) * 2012-09-25 2013-02-06 郑蕾娜 Multi-information fusion intelligent health foot pressure analysis system based on internet of things and cloud computation

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1908975A (en) * 2006-08-10 2007-02-07 中山大学 Human feature based healthy intelligent management method and healthy suggestion system
US20120278072A1 (en) * 2011-04-26 2012-11-01 Samsung Electronics Co., Ltd. Remote healthcare system and healthcare method using the same
CN104036444A (en) * 2014-06-05 2014-09-10 深圳市元征科技股份有限公司 Method, device and system for improving health condition
CN104537593A (en) * 2014-12-09 2015-04-22 北京康源互动健康科技有限公司 Healthy sports monitoring system and method based on cloud platform
CN104537269A (en) * 2015-01-20 2015-04-22 无锡怡生医疗设备有限公司 Personal health management and advertisement system based on life body characteristic measurement instrument and network

Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
RU2680472C1 (en) * 2018-10-18 2019-02-21 Пётр Павлович Кузнецов Method and system for improving the quality of user life
WO2020080969A1 (en) * 2018-10-18 2020-04-23 Петр Павлович КУЗНЕЦОВ Method and system for optimizing the quality of life of a user
CN110010247A (en) * 2019-01-23 2019-07-12 深圳市中银科技有限公司 A kind of personalized physical health based terminal system based on artificial intelligence
CN110010247B (en) * 2019-01-23 2023-01-17 深圳市中银科技有限公司 Personalized physical health terminal service system based on artificial intelligence
CN113035315A (en) * 2021-01-22 2021-06-25 浙江工业大学 Children's intelligence rope skipping interactive system based on many terminals
CN114388120A (en) * 2022-03-25 2022-04-22 慕思健康睡眠股份有限公司 Community endowment service system and method and computer equipment

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