CN114557682A

CN114557682A - Health monitoring system

Info

Publication number: CN114557682A
Application number: CN202210195933.5A
Authority: CN
Inventors: 陈勇; 刘少华
Original assignee: Individual
Current assignee: Individual
Priority date: 2022-03-01
Filing date: 2022-03-01
Publication date: 2022-05-31

Abstract

The present application relates to a health monitoring system comprising: a remote health monitoring device and a health monitoring platform; the remote health monitoring equipment comprises an index monitoring module and a controller; the index monitoring module is used for acquiring body indexes of a wearer and sending the body indexes of the wearer to the controller, so that the controller sends the body indexes of the wearer to the health monitoring platform; the health monitoring platform is used for judging whether the body indexes of the wearer meet the corresponding preset conditions or not according to the current scene of the wearer, and if the body indexes of the wearer do not meet the corresponding preset conditions, determining a health processing mode and sending the health processing mode to the controller according to the current scene of the wearer and the body indexes of the wearer so that the wearer and/or monitoring personnel can execute the health processing mode. The method and the device have the advantages that the remote real-time monitoring and early warning of the body indexes of the wearer are realized, the accidental risk is reduced, the life safety of the user is guaranteed, and the experience degree of the user is improved.

Description

Health monitoring system

Technical Field

The invention belongs to the technical field of medical wearable equipment, and particularly relates to a health monitoring system.

Background

Along with the development of science and technology, the application of intelligence wearing equipment is more and more extensive. The current intelligent wearable equipment has various real-time monitoring functions on vital physical energy. However, such monitoring is mostly short-range coupling, such as bluetooth and wifi, and is mostly one-to-one monitoring. Therefore, when the distance is long, real-time monitoring and early warning cannot be carried out, and the user experience degree is low. How to realize the monitoring of vital signs and related indexes of a plurality of people in a long distance and realize the early warning function is a problem which is urgently needed to be solved at present.

Disclosure of Invention

In view of this, the present invention is directed to overcome the defects in the prior art, and provide a health monitoring system to solve the problems in the prior art that remote real-time monitoring and early warning cannot be performed, and user experience is low.

According to a first aspect of embodiments herein, there is provided a health monitoring system comprising: a remote health monitoring device and a health monitoring platform;

the remote health monitoring device comprises: the index monitoring module and the controller;

the index monitoring module is used for acquiring body indexes of a wearer and sending the body indexes of the wearer to the controller, so that the controller sends the body indexes of the wearer to the health monitoring platform;

the health monitoring platform is used for judging whether the body indexes of the wearer meet the corresponding preset conditions according to the current scene of the wearer, determining a health processing mode according to the current scene of the wearer and the body indexes of the wearer if the body indexes of the wearer do not meet the corresponding preset conditions, and sending the health processing mode to the controller so that the wearer and/or monitoring personnel execute the health processing mode.

Preferably, the health monitoring platform is further configured to:

and when the body index of the wearer does not meet the corresponding preset condition, sending the information that the body index of the wearer does not meet the corresponding preset condition to the controller so that the controller carries out early warning processing.

Preferably, the remote health monitoring device further comprises: the voice module is connected with the controller;

the controller is further used for controlling the voice module to send out voice prompt when receiving the information that the body index of the wearer does not meet the preset condition corresponding to the body index of the wearer; and

and when the health processing mode is received, controlling the voice module to send out a voice prompt of the health processing mode so as to enable the wearer to execute the health processing mode.

Preferably, the current scene of the wearer is preset by the health monitoring platform or preset by the remote health monitoring device;

when the current scene of the wearer is preset for the health monitoring platform, the health monitoring platform sends the current scene of the wearer to the remote health monitoring equipment:

when the current scene of the wearer is preset for the remote health monitoring equipment, the remote health monitoring equipment sends the current scene of the wearer to the health monitoring platform.

Preferably, the determining a health processing manner according to the current scene of the wearer and the physical index of the wearer includes:

and acquiring a health processing mode by taking the current scene of the wearer and the body index of the wearer as the input of a pre-established machine learning model.

Preferably, the health monitoring platform is further configured to:

and training the acquired current scene of the wearer and the corresponding body indexes of the wearer in the historical manner by taking the acquired current scene of the wearer as input layer training samples of the machine learning model and taking the acquired historical health processing manner as output layer training samples of the machine learning model to acquire the pre-established machine learning model.

Preferably, the physical indicator of the wearer comprises at least one of:

heart rate, pulse, blood pressure, respiratory rate, body temperature, blood oxygen saturation, duration of continuous operation, and location.

Preferably, when the physical index of the wearer is a heart rate, the preset condition corresponding to the physical index of the wearer is a preset range of the heart rate;

when the body index of the wearer is pulse, the corresponding preset condition is a pulse preset range;

when the physical index of the wearer is blood pressure, the corresponding preset condition is a preset range of the blood pressure;

when the physical index of the wearer is respiratory frequency, the corresponding preset condition is a respiratory frequency preset range;

when the body index of the wearer is the body temperature, the preset condition corresponding to the body temperature is a preset body temperature range;

when the physical index of the wearer is the blood oxygen saturation degree, the corresponding preset condition is a blood oxygen saturation degree preset range;

when the body index of the wearer is the continuous working duration, the corresponding preset condition is a preset time threshold;

when the body index of the wearer is a position, the preset condition corresponding to the body index is a preset position range.

Preferably, the remote health monitoring device further comprises: the device comprises a first remote communication module, a power supply module and a display screen;

the power supply module is used for supplying power to the remote health monitoring equipment;

the display screen is used for displaying the physical indexes of the wearer, the current scene of the wearer and the health processing mode;

the controller is further used for carrying out information interaction with the health monitoring platform through the first remote communication module, and sending the body indexes of the wearer, the current scene of the wearer and the health processing mode to the display screen.

Preferably, the health monitoring platform further comprises: a second telecommunications module and a memory module;

the storage module is used for storing the body index of the wearer, the current scene of the wearer and the health processing mode;

the health monitoring platform is further used for carrying out information interaction with the remote health monitoring equipment through the second remote communication module.

By adopting the technical scheme, the invention can achieve the following beneficial effects: the body index of the wearer is collected through the index monitoring module and is sent to the controller, so that the body index of the wearer is sent to the health monitoring platform by the controller, whether the body index of the wearer meets the preset condition corresponding to the body index of the wearer is judged through the health monitoring platform according to the current scene of the body of the wearer, if the body index of the wearer does not meet the preset condition corresponding to the body index of the wearer, the health processing mode is determined according to the current scene of the body of the wearer and the body index of the wearer, and the health processing mode is sent to the controller, so that the wearer and/or monitoring personnel execute the health processing mode, the remote real-time monitoring and early warning of the body index of the wearer are realized, medical measures can be taken timely when the body index of the wearer is abnormal, the accidental risk is reduced, and the life safety of a user is ensured, the experience degree of the user is improved.

Drawings

In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to the drawings without creative efforts.

FIG. 1 is a block diagram illustrating the architecture of a health monitoring system in accordance with an exemplary embodiment;

FIG. 2 is a block diagram illustrating the structure of another health monitoring system in accordance with an exemplary embodiment.

Detailed Description

In order to make the objects, technical solutions and advantages of the present invention more apparent, the technical solutions of the present invention will be described in detail below. It is to be understood that the described embodiments are merely exemplary of the invention, and not restrictive of the full scope of the invention. All other embodiments, which can be derived by a person skilled in the art from the examples given herein without any inventive step, are within the scope of the present invention.

Example one

FIG. 1 is a block diagram illustrating a health monitoring system, according to an exemplary embodiment, as shown in FIG. 1, including: a remote health monitoring device and a health monitoring platform;

the index monitoring module is used for acquiring body indexes of a wearer and sending the body indexes of the wearer to the controller so that the controller sends the body indexes of the wearer to the health monitoring platform;

and the health monitoring platform is used for judging whether the body indexes of the wearer meet the corresponding preset conditions or not according to the current scene of the wearer, determining a health processing mode according to the current scene of the wearer and the body indexes of the wearer if the body indexes of the wearer do not meet the corresponding preset conditions, and sending the health processing mode to the controller so that the wearer and/or monitoring personnel execute the health processing mode.

The health monitoring system provided by the embodiment of the invention collects the body index of a wearer through the index monitoring module, sends the body index of the wearer to the controller, so that the controller sends the body index of the wearer to the health monitoring platform, judges whether the body index of the wearer meets the preset condition corresponding to the body index of the wearer through the health monitoring platform according to the current scene of the body of the wearer, determines the health processing mode according to the current scene of the body of the wearer and the body index of the wearer if the body index of the wearer does not meet the preset condition corresponding to the body index of the wearer, and sends the health processing mode to the controller, so that the wearer and/or monitoring personnel execute the health processing mode, realizes the remote real-time monitoring and early warning of the body index of the wearer, and can take medical measures in time when the body index of the wearer is abnormal, the method and the device reduce the accidental risk, ensure the life safety of the user and improve the experience degree of the user.

Example two

As an improvement to the above embodiment, another health monitoring system is provided in the embodiment of the present invention, as shown in fig. 2, including: a remote health monitoring device and a health monitoring platform;

In some embodiments, the health monitoring platform may be implemented by, but not limited to, an intelligent terminal (a computer, a tablet, etc.) or a server in combination with the intelligent terminal, so as to facilitate real-time monitoring and early warning.

It should be noted that each remote health monitoring device is provided with a unique ID identification code, the unique ID identification code is bound with personal information of a wearer, and the unique ID identification code of each remote health monitoring device and the personal information of the wearer corresponding to the unique ID identification code are stored in the health monitoring platform, so that remote monitoring and early warning of body indexes of multiple persons are realized, and the body health and life safety of each person are ensured.

Further, the health monitoring platform is further configured to:

and when the body index of the wearer does not meet the corresponding preset condition, sending the information that the body index of the wearer does not meet the corresponding preset condition to the controller so that the controller performs early warning processing.

In some embodiments, the health monitoring device may be, but is not limited to, a remote health monitoring device;

and the controller is also used for controlling the audible and visual alarm to give audible and visual alarms when the body indexes of the wearer do not meet the preset conditions corresponding to the body indexes.

Further, the remote health monitoring device further comprises: the voice module is connected with the controller;

the controller is also used for controlling the voice module to send out voice prompt when receiving the information that the body index of the wearer does not meet the preset condition corresponding to the body index of the wearer; and

when the health processing mode is received, the voice module is controlled to send out voice prompt of the health processing mode, so that the wearer can execute the health processing mode.

For example, in an outdoor high-temperature environment (above 36 ℃) (corresponding to a high-temperature scene), when the continuous working time exceeds 1.5 hours, the body is in a state of easy heatstroke, the health monitoring platform sends the information that the continuous working time of the wearer exceeds a preset time threshold to the controller, and the controller controls the voice module to send out voice prompt;

meanwhile, the health monitoring platform determines a health processing mode according to the current scene and the body index of the wearer and sends the health processing mode to the controller, and if the health processing mode is stopped and moved to a cool place, the controller controls the voice module to send a voice prompt of 'please stop working and move to the cool place'.

For another example, when the wearer trains continuously at high temperature and high intensity, the heart rate of the user is too high or too low, or apnea, or the blood oxygen saturation is lower than 90%, or the pulse is too low or too high or even undetectable, and the like, an alarm is triggered, so that safety management and notification of monitoring personnel and the wearer are realized.

It can be understood that the preset heart rate range during the high intensity training is different from the preset heart rate range of the normal person, so that the preset conditions of the body indexes under different scenes are different.

Further, the current scene of the wearer is preset by a health monitoring platform or a remote health monitoring device;

when the current scene of the wearer's body is preset for the health monitoring platform, the health monitoring platform sends the current scene of the wearer's body to the remote health monitoring equipment:

In particular, the current scene at the wearer may include, but is not limited to: high pressure scenes, low pressure scenes, sports scenes (e.g., running, swimming, etc.), high temperature scenes, and low temperature scenes, etc.

For example, if the wearer is a student who needs to perform running training, the coach needs to preset the current scene of the student as a running scene through the health monitoring platform;

assuming that the wearer is a swimming enthusiast who wants to swim, the swimming enthusiast can set the current scene as a swimming scene through the remote health monitoring equipment;

assuming that the wearer is a worker working in a high-temperature environment, the worker can set a current scene as a high-temperature scene through the remote health monitoring equipment when working; or the monitoring personnel of the health monitoring platform preset that the current scene of all workers working in the high-temperature environment is a high-temperature scene.

Further, determining a health processing mode according to the current scene of the wearer and the physical index of the wearer, including:

In some embodiments, the machine learning model may be, but is not limited to: support vector machines, neural network models (convolutional neural network models, deep neural network models, etc.), and the like.

It should be noted that the "machine learning model" described in the embodiments of the present invention is well known to those skilled in the art, and therefore, the specific implementation manner of the "machine learning model" is not described too much.

Further, the health monitoring platform is further configured to:

and training by taking the acquired historical current scene of the wearer and the corresponding body indexes of the wearer as input layer training samples of the machine learning model and the acquired historical health processing mode as output layer training samples of the machine learning model to acquire the pre-established machine learning model.

It can be understood that the health management approach should correspond to the historical current scene of the wearer and the corresponding physical indicators of the wearer, and is the correct health management approach.

In some embodiments, after the pre-established machine learning model is obtained, the pre-established machine learning model is tested by taking the current scene of the historical wearer and the body index of the wearer corresponding to the current scene as well as the historical health processing mode as a test set (it needs to be noted that data in the test set and the training set are acquired in different time periods or different groups to ensure the reliability of the pre-established machine learning model), until the current scene of the historical wearer and the body index of the wearer corresponding to the current scene of the historical wearer are taken as input of the pre-established machine learning model, the accuracy of the obtained test result reaches the target accuracy, and the test is finished; otherwise, modifying parameters in the machine learning model or re-collecting data in the training set until the accuracy of the test result reaches the target accuracy.

Further, the physical indicator of the wearer includes at least one of:

In particular, the continuous operation duration may be, but is not limited to, a continuous operation duration obtained by the wearer setting the start operation time and the end operation time using the remote health monitoring device.

Specifically, the index monitoring module at least comprises one of the following components:

a heart rate sensor for acquiring a current heart rate of the wearer;

a pulse sensor for acquiring a current pulse of the wearer;

the blood pressure monitoring module is used for collecting the current blood pressure of the wearer;

the breathing frequency acquisition module is used for acquiring the current breathing frequency of the wearer;

the temperature sensor is used for acquiring the current body temperature of the wearer;

the blood oxygen saturation monitoring module is used for collecting the current blood oxygen saturation of the wearer;

and the positioning module is used for acquiring the current position of the wearer.

It should be noted that the embodiments of the present invention relate to a heart rate sensor, a pulse sensor, a blood pressure monitoring module, a respiratory rate acquisition module, a temperature sensor, a blood oxygen saturation monitoring module, and a positioning module, which are well known to those skilled in the art, and therefore, the specific implementation manner thereof is not described too much.

In some embodiments, after the health monitoring platform receives the heart rate data of the wearer, an electrocardiogram can be drawn by using the heart rate data of the wearer, so as to determine whether the heart rate is normal or not in the current scene of the wearer.

Further, when the physical index of the wearer is a heart rate, the preset condition corresponding to the physical index is a preset range of the heart rate;

when the physical index of the wearer is pulse, the corresponding preset condition is a pulse preset range;

when the physical index of the wearer is blood pressure, the preset condition corresponding to the physical index is a preset range of the blood pressure;

when the body index of the wearer is the body temperature, the corresponding preset condition is a body temperature preset range;

when the physical index of the wearer is the blood oxygen saturation degree, the preset condition corresponding to the physical index is a blood oxygen saturation degree preset range;

when the physical index of the wearer is the continuous working duration, the corresponding preset condition is a preset time threshold;

when the body index of the wearer is the position, the preset condition corresponding to the body index is a preset position range.

For example, in a normal scene (i.e. in a non-specific scene, the specific scene may be, but is not limited to, a sports scene, a high-temperature scene, a high-pressure scene, a low-temperature scene, a low-pressure scene, etc.), the preset range of the heart rate of the physical index heart rate is as follows: 60-100 times per minute; the preset range of body index pulse is as follows: 60-100 times per minute; the preset range of the blood pressure of the body index blood pressure is as follows: a systolic pressure of less than 120 mm Hg and a diastolic pressure of less than 80 mm Hg; the preset respiratory frequency range of the body index respiratory frequency is as follows: the normal adult breathes 16-20 times per minute, the breath is increased when the breath exceeds 24 times per minute, and the breath is reduced when the breath is less than 12 times per minute; the body temperature preset range of the body index body temperature is as follows: 36 ℃ to 37.2 ℃; the preset blood oxygen saturation range of the body index blood oxygen saturation is as follows: 95% -100%;

the preset time threshold of the continuous working time of the body index in different scenes can be set according to expert experience, experimental data and the like, and some embodiments may be, but are not limited to: 2 hours, 3 hours, or 4 hours, etc.;

the body index positions in different scenes can be set according to actual requirements and the like, and in some embodiments, the preset position range is an area where a school is located, assuming that the wearer is a student and the activity range of the student is the school.

For another example, when the wearer is a special patient, the wearer can only move in a specified area (for example, an isolation area or a hospital, etc.), at this time, the preset position range can be set to move in the specified area, and when the special patient moves out of the specified area, the wearer can find the movement in time to avoid a dangerous condition; when the sports enthusiast goes to climb the mountain, a specific activity area does not need to be defined, at the moment, a preset position range can be set to be any geographical position, and whether the sports enthusiast has an accident or not (for example, the sports enthusiast stays in one position for a long time or not) is judged by monitoring the position of the sports enthusiast in real time; when the person of wearing for carrying out the training, this person of wearing can only move about in the training place, can set up the position scope of predetermineeing into the region of training place this moment to when this person of wearing surpasss the training place, can in time discover.

Further, the remote health monitoring device further comprises: the device comprises a first remote communication module, a power supply module and a display screen;

the display screen is used for displaying the body indexes of the wearer, the current scene of the wearer and the health processing mode;

the controller is further used for carrying out information interaction with the health monitoring platform through the first remote communication module, and sending body indexes of the wearer, the current scene of the wearer and the health processing mode to the display screen.

It is understood that the controller is also configured to send the body index and the health treatment manner of the wearer to the display screen, so as to facilitate the wearer to view the current body index and the health treatment manner to be performed.

Specifically, the remote communication module may be implemented by, but is not limited to, an internet of things card or a SIM card; it can be understood that the remote communication module is utilized to realize the remote real-time monitoring and early warning of the vital signs and body indexes of a plurality of wearers, so that the body health and life safety of the wearers are ensured, and the system is especially suitable for athletes, field survivors, solitary old people, high-altitude operators, deep-sea operators, long-time continuous duty personnel, personnel needing monitoring for chronic diseases and the like;

the display screen may be, but is not limited to, a touchable display screen to facilitate viewing of information and entry of information by the wearer.

In some embodiments, the power module may be implemented by, but is not limited to, a rechargeable battery (e.g., lithium battery, etc.) or a non-rechargeable battery.

Further, the health monitoring platform further comprises: a second telecommunications module and a memory module;

the storage module is used for storing body indexes of the wearer, a current scene of the wearer and a health processing mode;

and the health monitoring platform is also used for carrying out information interaction with the remote health monitoring equipment through the second remote communication module.

Further, the health monitoring platform is also used for carrying out real-time conversation with the remote health monitoring equipment by utilizing the second remote communication module.

In some embodiments, the storage module may be implemented by, but not limited to, a database, and the health monitoring platform sends the physical indicators of the wearer, the current scene of the wearer, and the health processing manner to the storage module for storage.

It can be understood that the physical indexes of the wearer, the current scene of the wearer and the health processing mode are stored, and the physical condition of the wearer can be further analyzed through the stored data, so that an effective protection means is adopted, and the physical health and life safety of the wearer are ensured.

In some embodiments, the physical indicators of the wearer, the current scene and the health management manner of the wearer can be sent to the cloud for storage.

It is understood that the same or similar parts in the above embodiments may be mutually referred to, and the same or similar parts in other embodiments may be referred to for the content which is not described in detail in some embodiments.

As will be appreciated by one skilled in the art, embodiments of the present application may be provided as a method, system, or computer program product. Accordingly, the present application may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present application may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, optical storage, and the like) having computer-usable program code embodied therein.

The present application is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the application. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.

These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.

These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.

The above description is only for the specific embodiments of the present invention, but the scope of the present invention is not limited thereto, and any person skilled in the art can easily think of the changes or substitutions within the technical scope of the present invention, and shall cover the scope of the present invention. Therefore, the protection scope of the present invention shall be subject to the protection scope of the appended claims.

Claims

1. A health monitoring system, comprising: a remote health monitoring device and a health monitoring platform;

2. The health monitoring system of claim 1, wherein the health monitoring platform is further configured to:

3. The health monitoring system as in claim 1, wherein the remote health monitoring device further comprises: the voice module is connected with the controller;

4. The health monitoring system as in claim 1, wherein the current scene at the wearer is preset for the health monitoring platform or preset for the remote health monitoring device;

5. The health monitoring system as in claim 1, wherein the determining a health treatment based on the current scene of the wearer and the physical indicators of the wearer comprises:

6. The health monitoring system of claim 5, wherein the health monitoring platform is further configured to:

7. The health monitoring system as in claim 1, wherein the physical indicators of the wearer include at least one of:

8. The health monitoring system as in claim 1, wherein when the physical indicator of the wearer is a heart rate, the preset condition corresponding thereto is a preset range of heart rate;

when the physical index of the wearer is the continuous working time length, the corresponding preset condition is a preset time threshold value;

9. The health monitoring system as in claim 1, wherein the remote health monitoring device further comprises: the device comprises a first remote communication module, a power supply module and a display screen;

10. The health monitoring system as in claim 1, wherein the health monitoring platform further comprises: a second telecommunications module and a memory module;