Personnel sign monitoring method and device based on artificial intelligence analysis

Abstract

The invention relates to a personnel physical sign monitoring method and device based on artificial intelligence analysis, and relates to the field of personnel physical sign monitoring, and the method comprises the steps: obtaining various data measured by a monitoring tool of a person, determining the alarm frequency of the monitoring tool, determining the duration of each alarm, and determining events experienced by the person. Determining a target event corresponding to each alarm based on the time point and the time point of each event, determining the relevancy with the corresponding target event during each alarm, and adjusting the alarm interval of each data based on the relevancy, each data, the alarm frequency and the duration to obtain the adjusted alarm interval, and controlling the adjusted alarm interval to be displayed on the monitoring tool. The method and the device have the effect of improving the accuracy of personnel physical sign monitoring.

Description

Technical Field

[0001] The present application relates to the field of personnel vital signs monitoring, and in particular to a personnel vital signs monitoring method and device based on artificial intelligence analysis. Background Art

[0002] With the continuous improvement of social service levels, the emergence of artificial intelligence has greatly improved various services for the human body. Real-time monitoring and early warning of personnel help to achieve more accurate and personalized personnel status care and improve medical quality and efficiency.

[0003] However, each person's physical signs vary. There are differences before and after exercise, and there are also differences after surgery. As a result, the normal range of various body data may be higher or lower than that of other people. If the original alarm range of the monitoring tool is still used, the physical signs of the person will be monitored inaccurately. Summary of the invention

[0004] In order to improve the accuracy of monitoring of personnel vital signs, the present application provides a method and device for monitoring personnel vital signs based on artificial intelligence analysis.

[0005] In the first aspect, the present application provides a method for monitoring vital signs of personnel based on artificial intelligence analysis, which adopts the following technical solutions: The personnel vital signs monitoring method based on artificial intelligence analysis includes: Obtain various data measured by personnel's monitoring tools; Determine the number of alarms of the monitoring tool and determine the duration of each alarm; Identify the events that the person experienced, and the timing of each event; Determine the target event corresponding to each alarm based on the time point, and determine the relevance of each alarm to the corresponding target event; Adjusting the alarm interval of each data item based on the relevance, each data item, the number of alarms, and the duration to obtain an adjusted alarm interval; Control the adjusted alarm interval to be displayed on the monitoring tool.

[0006] By adopting the above technical scheme, various data measured by the personnel's monitoring tool are obtained, and each data reflects the personnel's physical condition. When the personnel's physical condition is abnormal, the data measured by the monitoring tool will exceed the normal range and then alarm, so the number of alarms of the monitoring tool is determined, and the duration of each alarm is determined. The abnormality of the personnel's physical condition is usually closely related to the events that the personnel have experienced before the monitoring tool alarms. The events that the personnel have experienced and the time points of each event are determined. The event closest to the alarm is the target event that causes the alarm. The target event corresponding to each alarm is determined based on the time point, and the correlation between each alarm and the corresponding target event is determined. The correlation reflects the correlation between the target event and the alarm of the monitoring tool. The alarm interval of each data is adjusted based on the correlation, various data, the number of alarms and the duration to obtain the adjusted alarm interval. The adjusted alarm interval is an alarm interval that is more suitable for monitoring the personnel's physical condition. The adjusted alarm interval is controlled to be displayed on the monitoring tool, which can effectively improve the accuracy of personnel physical sign monitoring.

[0007] In another possible implementation, determining the target event corresponding to each alarm based on the time point, and determining the relevance of each alarm with the corresponding target event, includes: Determine the target event corresponding to each alarm based on the time point, and determine the target duration of the corresponding target event; Determine a target time point for alarming, and determine the time interval between the target time point and the corresponding target event time point; A first score is determined based on the time interval, the target duration, the alarm duration, and respective first coefficients, wherein the first score represents the relevance of each alarm to the corresponding target event.

[0008] In another possible implementation, the alarm interval of each data item is adjusted based on the relevance, each data item, the number of alarms, and the duration to obtain the adjusted alarm interval, including: Determine a second score based on the relevance, various data, number of alarms, duration, and respective second coefficients; Determine adjustment values ​​of various items of data corresponding to the second score; The preset alarm interval is adjusted based on the adjustment value to obtain an adjusted alarm interval.

[0009] In another possible implementation, controlling the adjusted alarm interval to be displayed on the monitoring tool includes: Determine the overlap between the adjusted alarm intervals of various data and the preset alarm intervals; Determine the number of times each data corresponds to each alarm of the monitoring tool; Determine a third score based on the overlap degree, the number of times and the respective third coefficients, and determine a display order of each data item based on the third score; Control the adjusted alarm interval to be displayed on the monitoring tool according to the display order.

[0010] In another possible implementation, determining the overlap between the adjusted alarm interval of each data and the preset alarm interval includes: Determine the interval maximum value and interval minimum value of the overlapped portion of the alarm interval after the adjustment of each data and the preset alarm interval, and determine the first difference between the interval maximum value and the interval minimum value; Determine a second difference between the maximum value and the minimum value of the preset alarm interval; A ratio of the first difference to the second difference is determined, wherein the ratio represents a degree of overlap between the adjusted alarm interval of each data and a preset alarm interval.

[0011] In another possible implementation, the method further includes: Obtaining current data of the monitoring tools of the personnel; Determine whether the current data exceeds the adjusted alarm range; If exceeded, the first prompt message is output.

[0012] In another possible implementation, the method further includes: Get the location of the guardian; When the position is within the preset range of the person, the monitoring tool is controlled to increase the brightness and output a second prompt message.

[0013] In the second aspect, the present application provides a personnel vital sign monitoring device based on artificial intelligence analysis, which adopts the following technical solutions: A personnel vital sign monitoring device based on artificial intelligence analysis, including: A first acquisition module is used to acquire various data measured by the personnel's monitoring tools; A first determination module is used to determine the number of alarms of the monitoring tool and the duration of each alarm; A second determination module is used to determine the events experienced by the person and the time point of each event; A third determination module is used to determine the target event corresponding to each alarm based on the time point, and determine the relevance of each alarm with the corresponding target event; An adjustment module, used for adjusting the alarm interval of each data item based on the relevance, each data item, the number of alarms and the duration, to obtain an adjusted alarm interval; The control module is used to control the adjusted alarm interval to be displayed on the monitoring tool.

[0014] By adopting the above technical solution, the first acquisition module obtains various data measured by the monitoring tool of the personnel, and the various data reflect the physical signs of the personnel. When the physical signs of the personnel are abnormal, the data measured by the monitoring tool will exceed the normal range and then alarm. Therefore, the first determination module determines the number of alarms of the monitoring tool and determines the duration of each alarm. The abnormal physical signs of the personnel are usually closely related to the events that the personnel have experienced before the monitoring tool alarms. The second determination module determines the events that the personnel have experienced and the time points of each event. The event closest to the alarm is the target event that causes the alarm. The third determination module determines the target event corresponding to each alarm based on the time point, and determines the correlation between each alarm and the corresponding target event. The correlation reflects the correlation between the target event and the alarm of the monitoring tool. The adjustment module adjusts the alarm interval of each data based on the correlation, various data, the number of alarms and the duration to obtain the adjusted alarm interval. The adjusted alarm interval is an alarm interval that is more suitable for monitoring the physical signs of the personnel. The control module controls the adjusted alarm interval to be displayed on the monitoring tool, which can effectively improve the accuracy of personnel physical sign monitoring.

[0015] In another possible implementation, when the third determination module determines the target event corresponding to each alarm based on the time point and determines the relevance of each alarm with the corresponding target event, it is specifically configured to: Determine the target event corresponding to each alarm based on the time point, and determine the target duration of the corresponding target event; Determine a target time point for alarming, and determine the time interval between the target time point and the corresponding target event time point; A first score is determined based on the time interval, the target duration, the alarm duration, and respective first coefficients, wherein the first score represents the relevance of each alarm to the corresponding target event.

[0016] In another possible implementation, when the judgment module adjusts the alarm interval of each data item based on the relevance, each data item, the number of alarms, and the duration to obtain the adjusted alarm interval, it is specifically used to: Determine a second score based on the relevance, various data, number of alarms, duration, and respective second coefficients; Determine adjustment values ​​of various items of data corresponding to the second score; The preset alarm interval is adjusted based on the adjustment value to obtain an adjusted alarm interval.

[0017] In another possible implementation, when the control module controls the adjusted alarm interval to be displayed on the monitoring tool, it is specifically used to: Determine the overlap between the adjusted alarm intervals of various data and the preset alarm intervals; Determine the number of times each data corresponds to each alarm of the monitoring tool; Determine a third score based on the overlap degree, the number of times and the respective third coefficients, and determine a display order of each data item based on the third score; Control the adjusted alarm interval to be displayed on the monitoring tool according to the display order.

[0018] In another possible implementation, when determining the overlap between the adjusted alarm interval of each data and the preset alarm interval, the control module is specifically used to: Determine the interval maximum value and interval minimum value of the overlapped portion of the alarm interval after the adjustment of each data and the preset alarm interval, and determine the first difference between the interval maximum value and the interval minimum value; Determine a second difference between the maximum value and the minimum value of the preset alarm interval; A ratio of the first difference to the second difference is determined, wherein the ratio represents a degree of overlap between the adjusted alarm interval of each data and a preset alarm interval.

[0019] In another possible implementation, the device further includes: A second acquisition module is used to acquire various current data of the monitoring tool of the personnel; A judgment module, used to judge whether the current data exceeds the adjusted alarm interval; The first output module is used to output a first prompt message if the limit is exceeded.

[0020] In another possible implementation, the device further includes: The third acquisition module is used to obtain the location of the guardian; The second output module is used to control the monitoring tool to increase the brightness and output a second prompt message when the position is within a preset range of the person.

[0021] In a third aspect, the present application provides an electronic device, which adopts the following technical solution: An electronic device, comprising: at least one processor; Memory; At least one application, wherein at least one application is stored in a memory and configured to be executed by at least one processor, and at least one is configured to: execute a method for monitoring vital signs of a person based on artificial intelligence analysis as shown in any possible implementation of the first aspect.

[0022] In a fourth aspect, the present application provides a computer-readable storage medium, which adopts the following technical solution: A computer-readable storage medium, when the computer program is executed in a computer, enables the computer to execute the personnel vital sign monitoring method based on artificial intelligence analysis as described in any one of the first aspects.

[0023] In summary, the present application includes at least one of the following beneficial technical effects: Obtain various data measured by the personnel's monitoring tool. Each data reflects the personnel's physical condition. When the personnel's physical condition is abnormal, the data measured by the monitoring tool will exceed the normal range and then alarm. Therefore, the number of alarms of the monitoring tool is determined, and the duration of each alarm is determined. The abnormal physical condition of the personnel is usually closely related to the events that the personnel experienced before the monitoring tool alarmed. The events that the personnel experienced and the time points of each event are determined. The event closest to the alarm is the target event that caused the alarm. The target event corresponding to each alarm is determined based on the time point, and the correlation between each alarm and the corresponding target event is determined. The correlation reflects the correlation between the target event and the alarm of the monitoring tool. Based on the correlation, various data, the number of alarms and the duration, the alarm interval of each data is adjusted to obtain the adjusted alarm interval. The adjusted alarm interval is an alarm interval that is more suitable for monitoring the physical condition of the personnel. The adjusted alarm interval is controlled to be displayed on the monitoring tool, which can effectively improve the accuracy of personnel physical sign monitoring. BRIEF DESCRIPTION OF THE DRAWINGS

[0024] Figure 1 It is a flow chart of a method for monitoring vital signs of a person based on artificial intelligence analysis according to an embodiment of the present application.

[0025] Figure 2 It is a structural schematic diagram of a personnel vital signs monitoring device based on artificial intelligence analysis in an embodiment of the present application.

[0026] Figure 3 It is a structural schematic diagram of an electronic device according to an embodiment of the present application. DETAILED DESCRIPTION

[0027] The present application is further described in detail below in conjunction with the accompanying drawings.

[0028] After reading this specification, those skilled in the art may make non-creative modifications to this embodiment as needed, but such modifications are protected by patent law as long as they are within the scope of the claims of this application.

[0029] In order to make the purpose, technical solution and advantages of the embodiments of the present application clearer, the technical solution in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments are part of the embodiments of the present application, not all of the embodiments. Based on the embodiments in the present application, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of this application.

[0030] In addition, the term "and / or" in this article is only a description of the association relationship of associated objects, indicating that there can be three relationships. For example, A and / or B can represent: A exists alone, A and B exist at the same time, and B exists alone. In addition, the character " / " in this article, unless otherwise specified, generally means that the associated objects before and after are in an "or" relationship.

[0031] The embodiments of the present application are further described in detail below in conjunction with the drawings in the specification.

[0032] The embodiment of the present application provides a method for monitoring vital signs of a person based on artificial intelligence analysis, which is executed by an electronic device, which can be a server or a terminal device, wherein the server can be an independent physical server, or a server cluster or distributed system composed of multiple physical servers, or a cloud server providing cloud computing services. The terminal device can be a smart phone, a tablet computer, a laptop computer, a desktop computer, etc., but is not limited thereto. The terminal device and the server can be directly or indirectly connected via wired or wireless communication, which is not limited in the embodiment of the present application. Figure 1 As shown, the method includes step S101, step S102, step S103, step S104, step S105 and step S106, wherein: S101, obtaining various data measured by the personnel's monitoring tools.

[0033] For the embodiment of the present application, each person is equipped with a monitoring tool to collect various data of the person in real time. The monitoring tool is connected to an electronic device by wire, and the electronic device then obtains various data of the person's monitoring tool. Each data represents the physical condition of the person.

[0034] S102, determining the number of alarms of the monitoring tool and determining the duration of each alarm.

[0035] For the embodiment of the present application, the monitoring tool will monitor the vital signs of the person in real time. When the vital signs of the person are abnormal, the monitoring tool will issue an alarm and record the start and end time of each alarm. The electronic device counts and determines the number of alarms of the monitoring tool and determines the difference between the start and end time as the duration of each alarm.

[0036] S103, determining the events that the person has experienced and the time point of each event.

[0037] For the embodiments of the present application, people can record the events they have experienced through the smart bracelets they wear or the smart panels at the activity venues. The smart bracelets or smart panels are wirelessly connected to electronic devices, and the electronic devices determine the events that the people have experienced and the time point of each event.

[0038] S104, determining the target event corresponding to each alarm based on the time point, and determining the correlation between each alarm and the corresponding target event.

[0039] With respect to the embodiments of the present application, the physical signs of each person vary from person to person. Some people may be born with high physical sign indicators, while some people may have increased physical sign indicators after surgery. After eating or taking medicine, or other things that may affect the physical signs of these people, their physical signs may change, causing the indicators to exceed and the monitoring tool to alarm. Therefore, the electronic device determines the target event corresponding to each alarm based on the time point, and determines the correlation between each alarm and the corresponding target event.

[0040] S105, adjusting the alarm interval of each data item based on the relevance, each data item, the number of alarms, and the duration, to obtain an adjusted alarm interval.

[0041] For the embodiment of the present application, the electronic device adjusts the alarm interval of each data based on the relevance, each data, the number of alarms and the duration to obtain an adjusted alarm interval, which reflects the normal alarm range of each data of the person.

[0042] S106, controlling the adjusted alarm interval to be displayed on the monitoring tool.

[0043] For the embodiment of the present application, the electronic device controls the adjusted alarm interval to be displayed on the monitoring tool, and subsequently monitors the personnel in real time through the adjusted alarm interval. The correlation between each alarm and the corresponding target event is determined by the number of alarms of the monitoring tool, the various data measured, and the events experienced by the personnel, and the alarm interval of each data is adjusted based on the correlation, various data, the number of alarms, and the duration. The adjusted alarm interval is controlled to be displayed on the monitoring tool, which can effectively improve the accuracy of personnel vital sign monitoring.

[0044] In a possible implementation of the embodiment of the present application, in step S104, the target event corresponding to each alarm is determined based on the time point, and the correlation between each alarm and the corresponding target event is determined, which specifically includes step S1041 (not shown in the figure), step S1042 (not shown in the figure), and step S1043 (not shown in the figure), wherein: Step S1041, determining the target event corresponding to each alarm based on the time point, and determining the target duration of the corresponding target event.

[0045] For the embodiments of the present application, among the events experienced by the personnel, if a monitoring tool alarm occurs between two events, then the previous event is the target event that caused the monitoring tool to alarm this time. The electronic device determines the target event corresponding to each alarm based on the time point, and determines the target duration of the corresponding target event. The longer the target duration, the greater the possibility of abnormalities in the personnel's vital signs.

[0046] Step S1042, determining a target time point for alarming, and determining a time interval between the target time point and a corresponding target event time point.

[0047] For the embodiment of the present application, the electronic device determines the target time point when the alarm is sounded, and determines the time interval between the target time point and the corresponding target event time point. The shorter the time interval between the target event and the alarm of the monitoring tool, the greater the impact of the target event on various data of the personnel.

[0048] Step S1043, determining a first score based on the time interval, the target duration, the alarm duration, and respective first coefficients.

[0049] The first score represents the relevance of each alarm to the corresponding target event.

[0050] For the embodiments of the present application, the time interval, the target duration, and the alarm duration are all important influencing factors reflecting the correlation between each alarm and the corresponding target event. Therefore, the electronic device determines a first score based on the time interval, the target duration, the alarm duration and their respective first coefficients. The first score represents the correlation between each alarm and the corresponding target event.

[0051] A possible implementation of the embodiment of the present application is to adjust the alarm interval of each data based on the relevance, each data, the number of alarms and the duration in step S105 to obtain the adjusted alarm interval, which specifically includes step S1051 (not shown in the figure), step S1052 (not shown in the figure) and step S1053 (not shown in the figure), wherein: Step S1051, determining a second score based on the relevance, various data items, number of alarms, duration, and respective second coefficients.

[0052] For the embodiment of the present application, the electronic device determines the second score based on the relevance, various data, number of alarms, duration and respective second coefficients. The higher the second score, the greater the adjustment required for various data.

[0053] Step S1052: determine the adjustment value of each item of data corresponding to the second score.

[0054] For the embodiment of the present application, the electronic device determines the preset score interval corresponding to the second score, and determines the adjustment value corresponding to the corresponding preset score interval, which is the adjustment value of each corresponding data.

[0055] Step S1053: adjusting the preset alarm interval based on the adjustment value to obtain an adjusted alarm interval.

[0056] For the embodiment of the present application, the electronic device adjusts the preset alarm interval based on the adjustment value. For example, if the adjustment value of the respiratory rate is increased by 2 and the preset alarm interval is 12-20 times / minute, then the adjusted alarm interval is determined to be 14-22 times / minute.

[0057] In a possible implementation of the embodiment of the present application, the alarm interval after the adjustment is controlled to be displayed on the monitoring tool in step S106, which specifically includes step S1061 (not shown in the figure), step S1062 (not shown in the figure), step S1063 (not shown in the figure) and step S1064 (not shown in the figure), wherein: Step S1061, determining the overlap between the adjusted alarm interval of each data and the preset alarm interval.

[0058] For the embodiment of the present application, the electronic device determines the overlap between the alarm interval after adjustment of each data and the preset alarm interval. The smaller the overlap, the greater the adjustment, and more attention should be paid to this data of the personnel.

[0059] Step S1062, determining the number of times each data item corresponds to each alarm issued by the monitoring tool.

[0060] For the embodiment of the present application, the electronic device classifies and counts the data that causes each personnel alarm, and determines the number of each data corresponding to each alarm of the monitoring tool. The greater the number, the more likely it is that the data will cause personnel abnormality.

[0061] Step S1063, determining a third score based on the overlap degree, the number of times and the respective third coefficients, and determining a display order of each data item based on the third score.

[0062] For the embodiment of the present application, the electronic device determines the third score based on the overlap, the number of times and the respective third coefficients, and sorts the third scores by size, and determines the display order of each data according to the size of the third score. The data with the highest third score indicates the more serious impact on the person and is displayed at the top so that the guardian can pay attention to this data first when checking the person.

[0063] Step S1064, controlling the adjusted alarm interval to be displayed on the monitoring tool according to the display order.

[0064] For the embodiment of the present application, the alarm interval adjusted by the electronic device control is displayed on the monitoring tool according to the display order, with the data of personnel prone to abnormalities displayed at the top and the daily stable data displayed at the bottom, making reasonable use of the screen display of the monitoring tool.

[0065] In a possible implementation of the embodiment of the present application, the overlap between the adjusted alarm interval of each data and the preset alarm interval is determined in step S1061, which specifically includes step S1 (not shown in the figure), step S2 (not shown in the figure) and step S3 (not shown in the figure), wherein: Step S1, determining the maximum value and the minimum value of the interval where the alarm interval after adjustment of each data overlaps with the preset alarm interval, and determining a first difference between the maximum value and the minimum value.

[0066] For the embodiment of the present application, the electronic device determines the maximum value and the minimum value of the interval of the overlapping part of the alarm interval after adjustment of each data and the preset alarm interval, and determines the first difference between the maximum value and the minimum value of the interval. For example, the preset alarm interval of the respiratory rate is 12-20 times / minute, and the adjusted alarm interval is 14-22 times / minute. The electronic device determines that the minimum value of the overlapping part is 14 times / minute, the maximum value of the interval is 20 times / minute, and the first difference between the maximum value and the minimum value of the interval is 20-14=6.

[0067] Step S2, determining a second difference between the maximum value and the minimum value of the preset alarm interval.

[0068] For the embodiment of the present application, the electronic device determines the second difference between the maximum value and the minimum value of the preset alarm interval. For example, if the preset alarm interval of the respiratory rate is 12-20 times / minute, the second difference is 20-12=8.

[0069] Step S3, determining the ratio of the first difference to the second difference.

[0070] The ratio represents the overlap between the adjusted alarm interval of each data and the preset alarm interval.

[0071] For the embodiment of the present application, the electronic device determines the ratio of the first difference to the second difference, and the first difference represents the overlap between the alarm interval after the adjustment of each data and the preset alarm interval. For example, the first difference of the respiratory frequency is 6, and the second difference is 8, then the ratio is 6 / 8=0.75, and the overlap between the alarm interval after the respiratory frequency is adjusted and the preset alarm interval is 0.75.

[0072] In a possible implementation manner of the embodiment of the present application, the method further includes step 1, step 2 and step 3, wherein step 1 can be performed after step S106, wherein: Step 1: Obtain the current data of the personnel's monitoring tools.

[0073] According to the embodiment of the present application, after the alarm interval of the monitoring tool is adjusted, the electronic device obtains the current data of the personnel's monitoring tool again.

[0074] Step 2: Determine whether the current data exceeds the adjusted alarm range.

[0075] In the embodiment of the present application, the electronic device determines whether the current data exceeds the adjusted alarm range.

[0076] Step three: if exceeded, output the first prompt information.

[0077] For the embodiment of the present application, the alarm interval has been adjusted for personnel whose values ​​are above or below the normal range. If they are still outside the normal range, it means that the personnel are abnormal and need attention. Therefore, the electronic device determines that if the values ​​are exceeded, it outputs a prompt message to the terminal device of the personnel themselves, so as to remind the personnel to check themselves in time.

[0078] In a possible implementation manner of the embodiment of the present application, the method further includes step 4 and step 5, wherein step 4 can be performed simultaneously with step 1 after step S106, wherein: Step 4: Get the location of the guardian.

[0079] For the embodiment of the present application, the guardian may also wear a smart bracelet, and the monitoring tools and electronic devices are wirelessly connected to the smart bracelet. A positioning device is provided inside the smart bracelet, and the electronic device can then obtain the location of the guardian.

[0080] Step 5: When the position is within the preset range of the person, the monitoring tool is controlled to increase the brightness and output a second prompt message.

[0081] For the embodiment of the present application, a map of the personnel's activity range is stored in advance in the electronic device, and a positioning device is also provided inside the personnel's monitoring tool. The electronic device makes a judgment. When the position of the guardian is within the preset range of the personnel, the monitoring tool is controlled to increase the brightness and output a second prompt message to the guardian's smart bracelet, so that the guardian can understand the person's physical signs in time. The second prompt message can be a sound or vibration of the smart bracelet.

[0082] The above-mentioned embodiments introduce a personnel vital signs monitoring method based on artificial intelligence analysis from the perspective of method flow. The following embodiments introduce a personnel vital signs monitoring device based on artificial intelligence analysis from the perspective of a virtual module or a virtual unit. Please refer to the following embodiments for details.

[0083] The embodiment of the present application provides a personnel vital sign monitoring device 20 based on artificial intelligence analysis, such as Figure 2 As shown, the personnel vital sign monitoring device 20 based on artificial intelligence analysis may specifically include: The first acquisition module 201 is used to acquire various data measured by the personnel's monitoring tool; The first determination module 202 is used to determine the number of alarms of the monitoring tool and the duration of each alarm; The second determination module 203 is used to determine the events experienced by the person and the time point of each event; The third determination module 204 is used to determine the target event corresponding to each alarm based on the time point, and determine the relevance of each alarm with the corresponding target event; An adjustment module 205 is used to adjust the alarm interval of each data based on the relevance, each data, the number of alarms and the duration to obtain an adjusted alarm interval; The control module 206 is used to control the adjusted alarm interval to be displayed on the monitoring tool.

[0084] The embodiment of the present application discloses a personnel vital sign monitoring device 20 based on artificial intelligence analysis, wherein the first acquisition module 201 acquires various data measured by the personnel's monitoring tool, and each data reflects the personnel's vital sign condition. When the personnel's vital sign condition is abnormal, the data measured by the monitoring tool will exceed the normal range and then alarm. Therefore, the first determination module 202 determines the number of alarms of the monitoring tool and the duration of each alarm. The abnormality of the personnel's vital sign condition is usually closely related to the events that the personnel has experienced before the monitoring tool alarms. The second determination module 203 determines the events that the personnel has experienced, as well as the time point of each event, which is closely related to the alarm. The event that is close is the target event that causes the alarm. The third determination module 204 determines the target event corresponding to each alarm based on the time point, and determines the correlation between each alarm and the corresponding target event. The correlation reflects the correlation between the target event and the alarm of the monitoring tool. The adjustment module 205 adjusts the alarm interval of each data based on the correlation, various data, number of alarms and duration to obtain the adjusted alarm interval. The adjusted alarm interval is an alarm interval that is more suitable for monitoring the vital signs of the person. The control module 206 controls the adjusted alarm interval to be displayed on the monitoring tool, which can effectively improve the accuracy of vital sign monitoring of the person.

[0085] In a possible implementation of the embodiment of the present application, the third determination module 204 is specifically used to determine the target event corresponding to each alarm based on the time point and determine the correlation between each alarm and the corresponding target event: Determine the target event corresponding to each alarm based on the time point, and determine the target duration of the corresponding target event; Determine the target time point for alarm, and determine the time interval between the target time point and the corresponding target event time point; A first score is determined based on the time interval, the target duration, the alarm duration and respective first coefficients, the first score representing the relevance of each alarm to the corresponding target event.

[0086] In a possible implementation of the embodiment of the present application, the judgment module 205 adjusts the alarm interval of each data based on the relevance, each data, the number of alarms, and the duration to obtain the adjusted alarm interval, specifically for: Determine a second score based on the relevance, various data, the number of alarms, the duration, and respective second coefficients; Determine adjustment values ​​of various data items corresponding to the second score; The preset alarm interval is adjusted based on the adjustment value to obtain an adjusted alarm interval.

[0087] In a possible implementation of the embodiment of the present application, the control module 206 is specifically used to control the adjusted alarm interval to be displayed on the monitoring tool: Determine the overlap between the adjusted alarm intervals of various data and the preset alarm intervals; Determine the number of times each data corresponds to each alarm of the monitoring tool; Determine a third score based on the overlap degree, the number of times and the respective third coefficients, and determine a display order of each data item based on the third score; The alarm intervals after control adjustment are displayed in the monitoring tool according to the display order.

[0088] In a possible implementation of the embodiment of the present application, when determining the overlap between the adjusted alarm interval of each data and the preset alarm interval, the control module 206 is specifically used to: Determine the maximum value and the minimum value of the interval where the alarm interval after adjustment of each data overlaps with the preset alarm interval, and determine the first difference between the maximum value and the minimum value of the interval; Determine a second difference between the maximum value and the minimum value of the preset alarm interval; The ratio of the first difference to the second difference is determined, and the ratio represents the overlap between the adjusted alarm interval of each data and the preset alarm interval.

[0089] In a possible implementation of the embodiment of the present application, the device 20 further includes: The second acquisition module is used to obtain the current data of the personnel's monitoring tools; A judgment module is used to judge whether the current data exceeds the adjusted alarm range; The first output module is used to output a first prompt message if the limit is exceeded.

[0090] In a possible implementation of the embodiment of the present application, the device 20 further includes: The third acquisition module is used to obtain the location of the guardian; The second output module is used to control the monitoring tool to increase the brightness and output the second prompt information when the position is within the preset range of the person.

[0091] An electronic device is provided in an embodiment of the present application, such as Figure 3 As shown, Figure 3 The electronic device 30 shown includes: a processor 301 and a memory 303. The processor 301 and the memory 303 are connected, such as through a bus 302. Optionally, the electronic device 30 may also include a transceiver 304. It should be noted that in actual applications, the transceiver 304 is not limited to one, and the structure of the electronic device 30 does not constitute a limitation on the embodiments of the present application.

[0092] The processor 301 may be a CPU (Central Processing Unit), a general-purpose processor, a DSP (Digital Signal Processor), an ASIC (Application Specific Integrated Circuit), an FPGA (Field Programmable Gate Array) or other programmable logic devices, transistor logic devices, hardware components or any combination thereof. It may implement or execute various exemplary logic blocks, modules and circuits described in conjunction with the disclosure of this application. The processor 301 may also be a combination that implements computing functions, such as a combination of one or more microprocessors, a combination of a DSP and a microprocessor, etc.

[0093] The bus 302 may include a path to transmit information between the above components. The bus 302 may be a PCI (Peripheral Component Interconnect) bus or an EISA (Extended Industry Standard Architecture) bus. The bus 302 may be divided into an address bus, a data bus, a control bus, etc. For ease of representation, Figure 3 Only one thick line is used in the diagram, but it does not mean that there is only one bus or only one type of bus.

[0094] The memory 303 may be a ROM (Read Only Memory) or other types of static storage devices that can store static information and instructions, a RAM (Random Access Memory) or other types of dynamic storage devices that can store information and instructions, or an EEPROM (Electrically Erasable Programmable Read Only Memory), a CD-ROM (Compact Disc Read Only Memory) or other optical disk storage, optical disk storage (including compressed optical disk, laser disk, optical disk, digital versatile disk, Blu-ray disk, etc.), a magnetic disk storage medium or other magnetic storage device, or any other medium that can be used to carry or store the desired program code in the form of instructions or data structures and can be accessed by a computer, but is not limited thereto.

[0095] The memory 303 is used to store the application code for executing the solution of the present application, and the execution is controlled by the processor 301. The processor 301 is used to execute the application code stored in the memory 303 to implement the contents shown in the above method embodiment.

[0096] The electronic devices include, but are not limited to, mobile terminals such as mobile phones, laptop computers, digital broadcast receivers, PDAs (personal digital assistants), PADs (tablet computers), PMPs (portable multimedia players), vehicle-mounted terminals (such as vehicle-mounted navigation terminals), and fixed terminals such as digital TVs, desktop computers, etc. It can also be a server, etc. Figure 3 The electronic device shown is merely an example and should not bring any limitation to the functions and scope of use of the embodiments of the present application.

[0097] An embodiment of the present application provides a computer-readable storage medium, on which a computer program is stored. When the computer-readable storage medium is run on a computer, the computer can execute the corresponding content in the aforementioned method embodiment. Compared with the related art, in the embodiment of the present application, various data measured by the monitoring tool of the personnel are obtained, and each data reflects the physical condition of the personnel. When the physical condition of the personnel is abnormal, the data measured by the monitoring tool will exceed the normal range and then alarm, so the number of alarms of the monitoring tool is determined, and the duration of each alarm is determined. The abnormal physical condition of the personnel is usually closely related to the events that the personnel have experienced before the monitoring tool alarms. The events experienced by the personnel and the time points of each event are determined. The event closest to the alarm is the target event that causes the alarm. The target event corresponding to each alarm is determined based on the time point, and the correlation between each alarm and the corresponding target event is determined. The correlation reflects the correlation between the target event and the alarm of the monitoring tool. The alarm interval of each data is adjusted based on the correlation, various data, the number of alarms and the duration to obtain the adjusted alarm interval. The adjusted alarm interval is an alarm interval that is more suitable for monitoring the physical condition of the personnel. The adjusted alarm interval is controlled to be displayed on the monitoring tool, which can effectively improve the accuracy of personnel physical sign monitoring.

[0098] It should be understood that, although the steps in the flowchart of the accompanying drawings are displayed in sequence as indicated by the arrows, these steps are not necessarily executed in sequence in the order indicated by the arrows. Unless otherwise specified herein, there is no strict order restriction on the execution of these steps, and they can be executed in other orders. Moreover, at least a part of the steps in the flowchart of the accompanying drawings may include multiple sub-steps or multiple stages, and these sub-steps or stages are not necessarily executed at the same time, but can be executed at different times, and their execution order is not necessarily sequential, but can be executed in turn or alternately with other steps or at least a part of the sub-steps or stages of other steps.

[0099] The above description is only a partial implementation method of the present application. It should be pointed out that for ordinary technicians in this technical field, several improvements and modifications can be made without departing from the principles of the present application. These improvements and modifications should also be regarded as the scope of protection of the present application.

Claims

1. A method for monitoring vital signs of personnel based on artificial intelligence analysis, characterized in that: include: Obtain various data measured by personnel's monitoring tools; Determine the number of alarms of the monitoring tool and determine the duration of each alarm; Identify the events that the person experienced, and the timing of each event; Determine the target event corresponding to each alarm based on the time point, and determine the relevance of each alarm to the corresponding target event; Adjusting the alarm interval of each data item based on the relevance, each data item, the number of alarms, and the duration to obtain an adjusted alarm interval; Control the adjusted alarm interval to be displayed on the monitoring tool.

2. The method for monitoring vital signs of a person based on artificial intelligence analysis according to claim 1, characterized in that: The step of determining the target event corresponding to each alarm based on the time point, and determining the relevance of each alarm with the corresponding target event, includes: Determine the target event corresponding to each alarm based on the time point, and determine the target duration of the corresponding target event; Determine a target time point for alarming, and determine the time interval between the target time point and the corresponding target event time point; A first score is determined based on the time interval, the target duration, the alarm duration, and respective first coefficients, wherein the first score represents the relevance of each alarm to the corresponding target event.

3. The method for monitoring vital signs of a person based on artificial intelligence analysis according to claim 1, characterized in that: The step of adjusting the alarm interval of each data item based on the relevance, each data item, the number of alarms, and the duration to obtain the adjusted alarm interval includes: Determine a second score based on the relevance, various data, number of alarms, duration, and respective second coefficients; Determine adjustment values ​​of various items of data corresponding to the second score; The preset alarm interval is adjusted based on the adjustment value to obtain an adjusted alarm interval.

4. The method for monitoring vital signs of a person based on artificial intelligence analysis according to claim 1, characterized in that: The controlling the adjusted alarm interval to be displayed on the monitoring tool comprises: Determine the overlap between the adjusted alarm intervals of various data and the preset alarm intervals; Determine the number of times each data corresponds to each alarm of the monitoring tool; Determine a third score based on the overlap degree, the number of times and the respective third coefficients, and determine a display order of each data item based on the third score; Control the adjusted alarm interval to be displayed on the monitoring tool according to the display order.

5. The method for monitoring vital signs of a person based on artificial intelligence analysis according to claim 4, characterized in that: The step of determining the overlap between the adjusted alarm intervals of each data and the preset alarm intervals includes: Determine the interval maximum value and interval minimum value of the overlapped portion of the alarm interval after the adjustment of each data and the preset alarm interval, and determine the first difference between the interval maximum value and the interval minimum value; Determine a second difference between the maximum value and the minimum value of the preset alarm interval; A ratio of the first difference to the second difference is determined, wherein the ratio represents a degree of overlap between the adjusted alarm interval of each data and a preset alarm interval.

6. The method for monitoring vital signs of a person based on artificial intelligence analysis according to claim 1, characterized in that: The method further comprises: Obtaining current data of the monitoring tools of the personnel; Determine whether the current data exceeds the adjusted alarm range; If exceeded, the first prompt message is output.

7. The method for monitoring vital signs of a person based on artificial intelligence analysis according to claim 1, characterized in that: The method further comprises: Get the location of the guardian; When the position is within the preset range of the person, the monitoring tool is controlled to increase the brightness and output a second prompt message.

8. A personnel vital sign monitoring device based on artificial intelligence analysis, characterized in that: include: A first acquisition module is used to acquire various data measured by the personnel's monitoring tools; A first determination module is used to determine the number of alarms of the monitoring tool and the duration of each alarm; A second determination module is used to determine the events experienced by the person and the time point of each event; A third determination module is used to determine the target event corresponding to each alarm based on the time point, and determine the relevance of each alarm with the corresponding target event; An adjustment module, used for adjusting the alarm interval of each data item based on the relevance, each data item, the number of alarms and the duration, to obtain an adjusted alarm interval; The control module is used to control the adjusted alarm interval to be displayed on the monitoring tool.

9. An electronic device, characterized in that: It includes: at least one processor; Memory; At least one application, wherein the at least one application is stored in the memory and is configured to be executed by the at least one processor, and the at least one application is used to execute the personnel vital sign monitoring method based on artificial intelligence analysis according to any one of claims 1 to 7.

10. A computer-readable storage medium having a computer program stored thereon, characterized in that: When the computer program is executed in a computer, the computer is caused to execute the method for monitoring vital signs of a person based on artificial intelligence analysis as described in any one of claims 1 to 7.

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