CN110471534B - Information processing method and telemedicine management system based on emotion recognition - Google Patents

Abstract

A medical management system based on emotion recognition comprises a first-level management center system, a ward subsystem and a movable terminal, wherein the first-level management center system comprises: first order control and receiving and dispatching subsystem, first order human-computer interaction subsystem, first order execution subsystem, first order control and receiving and dispatching subsystem are including the computer unit who has the telecommunication function, first order human-computer interaction subsystem includes colored tangible operation's multi-media human-computer interaction interface and mechanical interaction device and can gather the sensing subsystem of mood parameter, first order execution subsystem includes the executive device of a plurality of discrete and/or combinations, wherein sensing subsystem sets up near the tangible operation's multi-media human-computer interaction interface and mechanical interaction device in sick room and colored tangible operation in order to detect sick room personnel and supervisory control personnel's mood parameter.

Description

Information processing method and telemedicine management system based on emotion recognition

technical field

The invention belongs to the technical field of medical systems, and in particular relates to an information processing method based on emotion recognition and a remote medical management system.

Background technique

In the field of modern medical care, with the development of the economy and the people's higher and higher requirements for material and cultural levels, the demand for high-end medical care has shown an explosive growth trend in recent years, and the requirements for refined medical management are also getting higher and higher. Therefore, the design of the existing hospital management system mainly considers the improvement of work efficiency, but does not take into account the humanized management of patients and even staff, and does not take more into account the impact of patients' emotional changes on rehabilitation, and may not be able to Make the patient achieve the best recovery effect. Therefore, the present invention provides an information processing method based on emotion recognition and a remote medical management system for the first time. Through a reasonable method, it can accurately control some executive devices that can exert influence on the patient's emotion, thereby exerting pressure on the patient's emotion. Positive and positive impact on health, so as to achieve the purpose of assisting the efficient management of the campus to a certain extent. In the first aspect of the present invention, through the perception of emotional parameter information, the emotional parameters that can qualitatively reflect the personnel within the specified location range are generated, thereby instructing the execution device to automatically execute. Obviously, with the advancement of sensor calibration technology, quantitative measurement Also included in the scope of the present invention.

Contents of the invention

The present invention provides a medical management system based on emotion recognition. The medical management system includes a first-level management center system (department-level management system) and a ward subsystem. The ward subsystem performs relevant management in an independent ward Work, such as the switch on and off of the TV, medical alarm and other related medical management function subsystems, which can coordinate with the sensor coordination and execution of emotional management, and can also provide edge computing capabilities, including mobile terminals (mobile phones) , pad and other smart terminals and smart wearable systems, etc., can be used for the transmission of medical information and mobile management. Through the management of the color tone, ringtone, vibration, etc. displayed on it, it can also qualitatively affect the user's emotions to a certain extent. ), wherein the first-level management center system includes: a first-level control and transceiver subsystem, a first-level human-computer interaction subsystem, and a first-level execution subsystem, and the first-level control and transceiver subsystem includes A computer unit with a remote communication function, the first-level human-computer interaction subsystem includes a colorful touch-operable multimedia human-computer interaction interface and a mechanical interaction device, and a sensing subsystem that can collect emotional parameters. The execution subsystem includes a plurality of discrete and/or combined execution devices, wherein the sensing subsystem is set near the ward and the multi-media human-computer interaction interface and mechanical interaction device that can be operated by color touch to detect the movement of ward personnel and management and control personnel. emotional parameters. It can be understood that the emotional parameters here are physical parameters associated with the general emotional changes of human beings. For example, when people are nervous or irritable, their body temperature will rise and their heartbeat will speed up. Conversely, when people are too depressed or other When the mood caused by the reason is not high, the heartbeat will become slow, and the body temperature will tend to be low within the normal range. Therefore, the so-called emotional parameters represent physical indication parameters that can reflect the emotions of the relevant personnel. It can be understood that under the existing technical conditions, the basic requirements of the present invention can be met if the relevant emotional parameters can be qualitatively judged. Under the premise of sufficient acquisition of parameter information such as human micro-features and micro-expressions and big data learning, the quantitative analysis of emotional parameters is also within the scope of the technical solution of this system.

Further, the medical management system of the present invention further includes a second-level management center system (hospital-level management system), and the second-level management center system includes a second-level control and transceiver subsystem, a second-level man-machine An interactive subsystem, a second-level executive subsystem, the second-level control and transceiver subsystem includes a computer unit with a remote communication function, and the second-level control and transceiver subsystem can communicate with multiple first-level control and Transceiver subsystem communication, the second-level management center system can control more than one first-level management center system and has a higher priority, and the second-level human-computer interaction subsystem includes color touch-operable The multimedia human-computer interaction interface can select and call the interface display content of the specified first-level human-computer interaction subsystem, and the second-level human-computer interaction subsystem also includes a mechanical interaction device and a sensing subsystem that can collect emotional parameters, The second-level execution subsystem includes a plurality of separate and/or combined execution devices. In addition, the mobile terminal in the department-level management system can also be controlled for execution, for example, through functions such as vibration and alarm to activate people's emotions.

Apparently, the distinction between the first level and the second level corresponding management system, execution system, and sensing system is only for explaining the system level and execution characteristics of the present invention. Obviously, the combination with the modern medical management system will change accordingly And adjustments, such as division of management levels of ward systems and mobile terminals, are also within the spirit of the present invention.

Furthermore, in the medical management system of the present invention, wherein the human-computer interaction subsystem includes at least a flat display device with a touch function, a cylindrical curved display device, and a grip sensor, the three are electrically connected, and the The plane display device is used to display information, and the cylindrical curved display device displays at least one horizontal marker line, the position of which can be adjusted by touch operation, and the grip sensor can adjust the level according to the user's grip parameters. Marking lines and/or other marks that can be displayed by the cylindrical curved surface display device. In this way, a stepless color transition from cool to warm is formed on the cylindrical curved surface display device from top to bottom, so that managers can select the corresponding color by adjusting the position of the horizontal marking line, thereby indicating The related lighting executive device executes corresponding color lighting, so as to achieve the effect of affecting people's emotions to a certain extent. Similarly, the grip sensor can also adjust the position of the horizontal marking line through the size of the grip, thereby avoiding Dependence on touch conditioning.

Furthermore, in the medical management system of the present invention, wherein the first-level and/or second-level human-computer interaction subsystems can collect emotional parameters, the sensing subsystem includes a sensor, and the sensor includes an image parameter sensor, and the image The parameter sensor includes: a visible light camera, an infrared camera, and a thermal imaging device; the sensor also includes a sound parameter sensor, and the sound parameter sensor includes: a microphone; the sensor also includes a wearable sensor, and the wearable sensor includes: a heart rate sensor , body temperature sensor, grip sensor; the sensor subsystem also includes a room temperature sensor; wherein the emotional parameters include but not limited to body temperature, heart rate, facial expression, muscle twitching, skin color, action pattern, sound pattern, wherein the action Patterns include amplitude of motion or frequency of motion, wherein the sound pattern includes volume, audio or pitch. In order to prevent leakage of privacy and less bandwidth occupation, the video sensor and sound sensor can be stored locally, cyclically covered, and only abstract feature values are extracted and uploaded to the department-level central management system under the premise of increasing local storage and computing capabilities. For example, optionally, the body temperature, heart rate, action frequency, sound size, pitch, etc. are only uploaded higher or lower than the calibrated normal value, and no specific data is uploaded, or only after a higher priority command is issued. upload. In systems with low computing power, the muscle twitches, facial expressions, skin color, action patterns, etc. are compared with the stored typical patterns. If the patterns are basically the same, they are characterized as active patterns or passive patterns, otherwise for normal mode.

Further optionally, in the medical management system, the executive devices of the first-level and/or second-level executive subsystems include but are not limited to lighting devices, audio devices, display devices, projection devices, massage devices, sound insulation Devices, broadcasting systems, odor emitting devices. When a negative emotional pattern of personnel is detected, it can be implemented in the following way: the lights display warm colors, the sound of the sound is adjusted to a slightly higher level and/or to happy music, and the display device or projection device (such as a TV in the ward) modulates warm colors Tone and/or increase the brightness, strengthen the sound insulation device mode (for example, turn on the active noise reduction), if the massage device is running, increase the intensity slightly, choose a stronger smell for the scent emitting device, and increase the sound of the broadcasting system.

A method for using the aforementioned medical management system, wherein the first-level management center system acquires emotional data of patients in the ward through sensors, and quantifies and calibrates the emotional data to form emotional parameters:

For the use of emotional parameter sensors, firstly, a person who is healthy and has no large emotional fluctuations completes the prescribed actions within the prescribed time, such as walking around the ward within 5 minutes, completing actions such as getting up, sitting down, and opening windows. , detect their emotional parameters, and carry out calibration. At this time, their emotional parameters are quantified as 0, and then the emotional detection of the personnel in the ward is carried out. If their emotional parameters are judged to be higher than the normal value, their emotional parameters are quantified as +1. If the parameter is judged to be lower than the normal value, its emotional parameter is judged to be -1. Obviously, due to the difference in emotional changes, this judgment may not be accurate. Therefore, according to the practical results, qualitative analysis is preferred and summed to try to To reduce the risk of mishandling, options include summing the total sentiment parameter:

The emotional parameter of ward 1 is: B1=k1*(Kx1A1+Kx2A2+...+KxnAN)+k2*(K2A1+K2A2+...+K2AN), where N is the number of sensors, kxn is the sensor type coefficient, and KxnAN is the first Or the type coefficient of the second patient is the emotional parameter of the Nth sensor of Kxn, k1 is the weight coefficient of the first patient, which is a set value, and the range is 0-1, and k2 is the weight coefficient of the second patient, which is set A certain value, the range is 0-1, a ward can accommodate up to 2 people, if it is a single room, then k2 is set to 0; the sensor type coefficient of the image parameter sensor is 0.7, and the sensor type coefficient of the sound parameter sensor is 0.4, wearable The sensor type coefficient of the sensor is 0.6, and the room temperature sensor type coefficient is 0.5; the type coefficient is an empirical parameter, obviously, with the development of technology and time, the type coefficient can be adjusted between 0-1.

If B1=0, the first-level executive subsystem in ward 1 has no change; if B1>0, the first-level executive subsystem in ward 1 executes comfort mode; The first-level executive subsystem executes the active mode. When the first-level management center manages M wards, it also obtains the emotional parameter of the ward M as BM, and performs the operation of the first-level executive subsystem in the ward according to its comparison with 0. model. Obviously, considering that the medical system takes stability and safety as the priority, the medical system of the present invention can be combined with the general management system of the hospital, and when there is an internal or logical conflict with other systems, the general mode without special execution is executed That is, there is no change mode. For the setting of the actuator, the present invention is an automated management system for the actuator to reduce the labor intensity of the manager, but when there is a manual setting, the manual setting is executed with a higher priority. .

Further, in the aforementioned method of using the medical management system, the hospital-level management center system can communicate and manage more than one department-level management center, and obtain the ward 1-M managed by the department-level management center system. The emotion parameter B1-BM of the department-level human-computer interaction subsystem, and the emotion parameter BG=kg*(KGA1+KGA2+… ...＋KGAN), where kg is the weight coefficient in the range of 0-1 manually set KGA1 is the emotional parameter of sensor 1 of the management controller ... KGAN is the emotional parameter of sensor N of the management controller, so as to obtain the first-level management control system The total emotion parameter is BZ1=B1+B2+...+BN+BG. If BZ1=0, the second-level executive subsystem will not change. If BZ1>0, the hospital-level executive subsystem will implement the soothing mode. 0, the hospital-level executive subsystem is in active mode, where the hospital-level executive subsystem is located in a public area other than the area managed by the department-level management center system. The management system takes into account the emotional problems of the department-level managers during the activities in the hospital, which can make the hospital area have a corresponding adjustable environment to a certain extent.

Further, in the method of using the medical management system, if the first-level (department-level) management center system manages 2 or more wards, and at least 2 of the wards have the opposite mode, that is, the implementation of at least one ward If the mode is comfort mode, and the execution mode of at least one other ward is the active mode, then the part of the first-level execution subsystem outside the ward is executed in the no-change mode.

Further, the method of using the medical management system, wherein the cylindrical curved display device displays a stepless change from the top to the bottom from cool to warm tones and is connected to the color ambient light control device of the executive subsystem, At least one horizontal marking line is displayed, and the position of the horizontal marking line can be adjusted by touch operation, so that the ambient light displays the color of the position corresponding to the horizontal line. At the same time, when the touch operation is not performed, the grip sensor can The user's grip parameter adjusts the horizontal marker line and/or other markers that can be displayed by the cylindrical curved surface display device.

Further, in the method of using the medical management system, the curved display device has a selection function, which can select the patient room or public area corresponding to the controlled ambient light.

Further, the present invention provides an information processing method based on emotion recognition and a remote medical management system that can be integrated with an existing medical management system, so as to achieve the purpose of intensive management.

Description of drawings

In order to explain the principles of the present disclosure, the embodiments of the present disclosure will be described with reference to the figures. It should be understood that the elements shown in the figures may be implemented as various forms of hardware, software or combinations thereof. These elements are alternatively implemented in a combination of hardware and software on one or more suitably programmed general purpose computer devices.

Fig. 1 represents the schematic diagram of the distribution of the medical management system of the present invention;

Fig. 2 represents the schematic diagram of the first-level and/or second-level human-computer interaction system of the present invention;

Fig. 3 shows a schematic diagram of the steps of the medical information processing method of the present invention.

Detailed ways

Embodiments of the present invention will be described below in conjunction with the accompanying drawings. In the following description, detailed descriptions of known functions and configurations may be omitted for clarity and conciseness. In addition, the following examples are used to illustrate the present disclosure, but not to limit the scope of the present invention. Actually, based on the following embodiments of the present disclosure, those skilled in the art may conceive of other implementation manners. It will be appreciated that those skilled in the art will be able to devise various arrangements which, although not explicitly described or shown in this specification, embody the principles of the invention and are included within its scope.

Figure 1 schematically illustrates the management architecture of the first aspect of the embodiment of the present invention. The present invention provides a medical management system based on emotion recognition, and the medical management system includes a first-level management center system (department-level management system) ( 1), ward subsystem (2), mobile terminal (not shown in the figure, in this embodiment, the mobile terminal may include mobile phones, pads and other smart terminals and smart wearable systems, etc.), wherein the first The first-level management center system includes: the first-level control and sending and receiving subsystem, the first-level human-computer interaction subsystem, and the first-level execution subsystem (3). The first-level control and sending and receiving subsystem includes Functional computer unit, the first-level human-computer interaction subsystem includes a color touch-operable multimedia human-computer interaction interface and a mechanical interaction device, and a sensing subsystem that can collect emotional parameters, and the first-level execution subsystem includes A plurality of separate and/or combined execution devices, wherein the sensing subsystem is arranged near the ward and the colorful touch-operable multimedia human-computer interaction interface and the mechanical interaction device to detect the emotional parameters of the ward personnel and management and control personnel. It can be understood that the emotional parameters here are physical parameters associated with the general emotional changes of human beings. For example, when people are nervous or irritable, their body temperature will rise and their heartbeat will speed up. Conversely, when people are too depressed or other When the mood caused by the reason is not high, the heartbeat will become slow, and the body temperature will tend to be low within the normal range. Therefore, the so-called emotional parameters represent physical indication parameters that can reflect the emotions of the relevant personnel. It can be understood that under the existing technical conditions, the basic requirements of the present invention can be met if the relevant emotional parameters can be qualitatively judged. Under the premise of sufficient acquisition of parameter information such as human micro-features and micro-expressions and big data learning, the quantitative analysis of emotional parameters is also within the scope of the technical solution of this system.

In this embodiment, further, the medical management system further includes a second-level management center system (hospital-level management system) (4), and the second-level management center system includes second-level control and sending and receiving Subsystem, second-level human-computer interaction subsystem (5), second-level executive subsystem (6), the second-level control and sending and receiving subsystem includes a computer unit with remote communication function, the second-level The control and transceiver subsystem can communicate with multiple first-level control and transceiver subsystems, and the second-level management center system can control more than one first-level management center system and has a higher priority. The second-level human-computer interaction subsystem (5) includes a colorful touch-operable multimedia human-computer interaction interface and can select and call the interface display content of the designated first-level human-computer interaction subsystem. The second-level human-computer interaction subsystem The system also includes a mechanical interaction device and a sensing subsystem capable of collecting emotional parameters, and the second-level execution subsystem includes multiple separate and/or combined execution devices. In addition, the mobile terminal in the department-level management system can also be controlled for execution, for example, through functions such as vibration and alarm to activate people's emotions.

As shown in Figure 2, in yet another aspect of the embodiment of the present invention, in the medical management system of the present invention, the human-computer interaction subsystem includes at least a flat display device (7) with a touch function and a cylindrical curved display device (8), and a grip sensor (10), the three are electrically connected, the plane display device is used for displaying information, and the cylindrical curved surface display device (8) displays at least one horizontal marking line (9), The position of the horizontal marking line (9) can be adjusted by touch operation, but when it is inconvenient for the user to adjust the horizontal marking line (9) by touch operation, the grip sensor (10) can adjust the position according to the grip parameter of the user Adjusting the horizontal marking line and/or other markings that can be displayed by the cylindrical curved surface display device. In this way, a stepless color transition from cool to warm is formed on the cylindrical curved surface display device from top to bottom, so that managers can select the corresponding color by adjusting the position of the horizontal marking line, thereby indicating The related lighting executive device executes corresponding color lighting, so as to achieve the effect of affecting people's emotions to a certain extent. Similarly, the grip sensor can also adjust the position of the horizontal marking line through the size of the grip, thereby avoiding Dependence on touch conditioning.

Furthermore, in the medical management system of the present invention, wherein the first-level and/or second-level human-computer interaction subsystems can collect emotional parameter information, the sensing subsystem includes sensors, and the sensors include image parameter sensors, and the The image parameter sensor includes: a visible light camera, an infrared camera, and a thermal imaging device; the sensor also includes a sound parameter sensor, and the sound parameter sensor includes: a microphone; the sensor also includes a wearable sensor, and the wearable sensor includes: heart rate sensor, body temperature sensor, grip sensor; the sensor subsystem also includes a room temperature sensor; wherein the emotional parameter information includes but not limited to body temperature, heart rate, facial expression, muscle twitching, skin color, action pattern, sound pattern, wherein The motion pattern includes motion amplitude or motion frequency, and the sound pattern includes volume, audio frequency or tone. Apparently, the emotional parameter includes a physical value of a certain aspect of the emotional parameter information, and it only needs to be able to realize qualitative feedback on emotional activity. In order to prevent leakage of privacy and occupy less bandwidth, the video sensor and sound sensor are stored locally, covered cyclically, and only abstract feature values are extracted and uploaded to the department-level central management system. For example, optionally, the body temperature, heart rate, action frequency, sound size, pitch, etc. are only uploaded higher or lower than the calibrated normal value, and no specific data is uploaded, or only after a higher priority command is issued. upload. In systems with low computing power, the muscle twitches, facial expressions, skin color, action patterns, etc. are compared with the stored typical patterns. If the patterns are basically the same, they are characterized as active patterns or passive patterns, otherwise for normal mode.

Further optionally, in the medical management system, the executive devices of the first-level and/or second-level executive subsystems include but are not limited to lighting devices, audio devices, display devices, projection devices, massage devices, sound insulation Devices, broadcasting systems, odor emitting devices. When a negative emotional pattern of personnel is detected, it can be implemented in the following way: the lights display warm colors, the sound of the sound is adjusted to a slightly higher level and/or to happy music, and the display device or projection device (such as a TV in the ward) modulates warm colors Tone and/or increase the brightness, strengthen the sound insulation device mode (for example, turn on the active noise reduction), if the massage device is running, increase the intensity slightly, choose a stronger smell for the scent emitting device, and increase the sound of the broadcasting system.

A method for using the aforementioned medical management system, wherein the first-level (department-level) management center system acquires emotional data of patients in a ward with at most two wards through sensors, and Quantitative calibration of the above emotion-related data to form emotional parameters:

The use of the emotional parameter sensor first uses a person who is healthy and has no large emotional fluctuations to complete the prescribed action within the prescribed time. In one embodiment, it can be a circle around the sick room within 5 minutes to complete the wake-up , sit down, open the window and other actions, detect their emotional parameters, and perform calibration. At this time, their emotional parameters are quantified as 0. After that, the emotional detection of the personnel in the ward is carried out. If their emotional parameters are judged to be higher than the normal value, their emotional parameters It is quantified as +1. If its emotional parameter is judged to be lower than the normal value, its emotional parameter is judged to be -1. Obviously, due to the difference in emotional changes, this judgment may not be accurate. Therefore, according to the practical results, the preferred Qualitative analysis and summation to minimize the risk of mishandling, options include summing the total sentiment parameters:

The emotional parameter of ward 1 is: B1=k1*(Kx1A1+Kx2A2+...+KxnAN)+k2*(K2A1+K2A2+...+K2AN), where N is the number of sensors, kxn is the sensor type coefficient, and KxnAN is the first Or the type coefficient of the second patient is the emotional parameter of the Nth sensor of Kxn, k1 is the weight coefficient of the first patient, which is a set value, and the range is 0-1, and k2 is the weight coefficient of the second patient, which is set A certain value, the range is 0-1, a ward can accommodate up to 2 people, if it is a single room, then k2 is set to 0; the sensor type coefficient of the image parameter sensor is 0.7, and the sensor type coefficient of the sound parameter sensor is 0.4, wearable The sensor type coefficient of the sensor is 0.6, and the room temperature sensor type coefficient is 0.5; the type coefficient is an empirical parameter, obviously, with the development of technology and time, the type coefficient can be adjusted between 0-1.

If B1=0, the first-level executive subsystem in ward 1 has no change; if B1>0, the first-level executive subsystem in ward 1 executes comfort mode; The first-level executive subsystem executes the active mode.

In this embodiment, when a first-level (department-level) management center system has a single ward, and the ward has a camera (measured as -1), a microphone (measured as -1), and a Room temperature sensor (the temperature is higher than the normal value, measured as +1), and a smart watch set on the patient (high heart rate, measured as +1), k1 is set to 1, at this time, the emotional parameters of the ward are B1=1*(0.7*(-1)+0.4*(-1)+0.5*(+1)+0.6*(+1))=0, at this time there is no change to the execution of the actuator, if the smart watch If the emotional parameter is lower than the normal value, it is qualitatively quantified as -1, then B1=-1.2 at this time, it is determined that there is negative emotion in the ward at this time, and the execution device implements an active execution method, such as adjusting the light to warm colors, the volume of the broadcasting system Increase, remind volunteers to increase patrol frequency.

When the first-level management center manages M wards, it also obtains the emotional parameter of ward M as BM, and executes the operation mode of the first-level executive subsystem in the ward according to its comparison with the 0 value. Obviously, considering that the medical system takes stability and safety as the priority, the medical system of the present invention can be combined with the general management system of the hospital, so it should mainly operate in a conservative mode. When internal or logical conflicts with other systems occur, then Execute the general mode without special execution, that is, the no-change mode. For the setting of the actuator, the present invention is an automatic management system for the actuator to reduce the labor intensity of the manager. Manually set to execute with higher priority.

Further, in the aforementioned method of using the medical management system, the hospital-level management center system can communicate and manage more than one department-level management center, and obtain the ward 1-M managed by the department-level management center system. The emotion parameter B1-BM of the department-level human-computer interaction subsystem, and the emotion parameter BG=kg*(KGA1+KGA2+… ...＋KGAN), where kg is the weight coefficient in the range of 0-1 manually set KGA1 is the emotional parameter of sensor 1 of the management controller ... KGAN is the emotional parameter of sensor N of the management controller, so as to obtain the first-level management control system The total emotion parameter is BZ1=B1+B2+...+BN+BG. If BZ1=0, the second-level executive subsystem will not change. If BZ1>0, the hospital-level executive subsystem will implement the soothing mode. 0, the hospital-level executive subsystem is in active mode, where the hospital-level executive subsystem is located in a public area other than the area managed by the department-level management center system. The management system takes into account the emotional problems of the department-level managers during the activities in the hospital, which can make the hospital area have a corresponding adjustable environment to a certain extent.

Further, in the method of using the medical management system, if the first-level (department-level) management center system manages 2 or more wards, and at least 2 of the wards have the opposite mode, that is, the implementation of at least one ward If the mode is comfort mode, and the execution mode of at least one other ward is the active mode, then the part of the first-level execution subsystem outside the ward is executed in the no-change mode.

Further, the method of using the medical management system, wherein the cylindrical curved display device displays a stepless change from the top to the bottom from cool to warm tones and is connected to the color ambient light control device of the executive subsystem, At least one horizontal marking line is displayed, and the position of the horizontal marking line can be adjusted by touch operation, so that the ambient light displays the color of the position corresponding to the horizontal line. At the same time, when the touch operation is not performed, the grip sensor can The user's grip parameter adjusts the horizontal marker line and/or other markers that can be displayed by the cylindrical curved surface display device.

Further, in the method of using the medical management system, the curved display device has a selection function, which can select the patient room or public area corresponding to the controlled ambient light.

Apparently, the sensor can measure the emotional parameters at a set time interval, for example, once an hour, or once every few seconds, and the cycle can be repeated.

It can be understood that the measurement of emotional parameters, under the premise of general computing power and AI algorithms, it is recommended to perform qualitative measurement to achieve more conservative emotional intervention, just to judge positive emotions or negative emotions, and adopt a conservative approach in intervention , that is, under the premise that it is clearly negative or positive emotions, it is believed that the intervention conditions are met at this time, and the intervention is carried out, otherwise it is better not to intervene, because this is more practical and easy to promote, but it should be pointed out that with the development of future technology Progress, the quantitative measurement of emotional parameters is also within the scope of protection required by the present invention, and the quantitative and accurate measurement of emotional parameter information (the information necessary to determine the emotional parameters) and emotional parameters will also be achieved by the present invention. the purpose of

It should be appreciated by those skilled in the art, however, that the block diagrams appearing in this specification represent conceptual views of illustrative circuitry embodying the principles of the disclosure. There are many types of existing medical management systems with different styles. The feature of the present invention is that based on emotion recognition, the corresponding optimization combined with the ability to influence emotions is carried out. However, in order to focus on explaining the problem, the relevant technical solutions only focus on the collection and execution of emotion-related parameters. It is obvious that this can be combined with various existing medical management systems, and there is no conflict or contradiction. Therefore, as long as corresponding improvements are made to optimize the existing medical management systems, it will be can be implemented relatively easily. Similarly, it should be understood that any flow charts, flowcharts, state transition diagrams, pseudocode, etc. represent various processes that may be substantially represented in a computer-readable medium and executed by a computer or processor, whether Is it explicitly displayed. A computer capable of writing in both a transient state (signal) and a non-transitory state (for example, on a tangible medium such as a CD-ROM, DVD, Blu-ray, hard drive, flash memory card, or other type of tangible storage medium) Readable media and code.

The functions of the various elements shown in the figures can be provided through the use of dedicated hardware and hardware capable of executing software in conjunction with suitable software. When provided by a processor, the functionality may be provided by a single dedicated processor or a single shared processor or multiple independent processors some of which may be shared. Also, explicit use of the terms "processor" or "controller" should not be read to refer exclusively to hardware capable of executing software, but may include, without limitation, implicitly digital signal processor ("DSP") hardware , read-only memory (“ROM”), random-access memory (“RAM”) and non-volatile memory for storing software.

Other hardware, conventional and/or custom, can also be included. Similarly, any switches shown in the figures are conceptual only. Their function can be performed through operating program logic, dedicated logic, program control and dedicated logic interaction, or even manually, and the implementer can choose a specific technique based on a more detailed understanding of the context.

Although embodiments incorporating the teachings of the present disclosure have been shown and described in detail herein, those skilled in the art can readily devise many other various embodiments that still incorporate these teachings. Note that those skilled in the art can make modifications and variations according to the above teachings

Some specific embodiments have been described above. It should be understood, however, that modifications may be made to these embodiments. For example, elements of different embodiments can be combined, supplemented, modified and deleted to obtain other embodiments. In addition, those skilled in the art should understand that other structures and processing flows can be used to replace the structures and processing flows disclosed above, so as to obtain other embodiments. The other embodiments implement substantially the same functions at least in substantially the same manner, and achieve substantially the same effects provided by the embodiments disclosed in the present invention. Accordingly, these and other embodiments are intended to fall within the scope of the present invention.

Claims (5)

1. A method for using a medical management system based on emotion recognition, wherein the medical management system includes a first-level management center system, a ward subsystem, and a mobile terminal, wherein the first-level management center system includes: The first-level control and transceiver subsystem, the first-level human-computer interaction subsystem, and the first-level execution subsystem, the first-level control and transceiver subsystem includes computer units with remote communication functions, the first-level The human-computer interaction subsystem includes a colorful touch-operable multimedia human-computer interaction interface and a mechanical interaction device, as well as a sensing subsystem that can collect emotional parameter information. The first-level executive subsystem includes multiple separate and/or combined executive device, wherein the sensing subsystem is set near the ward and the multi-media human-computer interaction interface and mechanical interaction device with color touch operation to detect the emotional parameter information of the ward personnel and management and control personnel, which further includes a second-level management center system, the second-level management center system includes a second-level control and transceiver subsystem, a second-level human-computer interaction subsystem, and a second-level execution subsystem, and the second-level control and transceiver subsystem includes a remote A computer unit with a communication function, the second-level control and transceiver subsystem can communicate with multiple first-level control and transceiver subsystems, and the second-level management center system can control more than one first-level management center The system has a higher priority. The second-level human-computer interaction subsystem includes a color touch-operable multimedia human-computer interaction interface and can select and call the interface display content of the designated first-level human-computer interaction subsystem. The second-level human-computer interaction subsystem also includes a mechanical interaction device and a sensing subsystem that can collect emotional parameter information, and the second-level executive subsystem includes a plurality of separate and/or combined executive devices, wherein the human The computer interaction subsystem at least includes a flat display device with touch function, a cylindrical curved display device, and a grip sensor, and the three are electrically connected. The flat display device is used for displaying information, and the cylindrical curved display device At least one horizontal marking line is displayed, and the position of the horizontal marking line can be adjusted by touch operation, and the grip sensor can adjust the horizontal marking line and/or the displayed value of the cylindrical curved surface display device according to the user's grip parameters. Other signs, wherein the sensing subsystems of the first-level and/or second-level human-computer interaction subsystems that can collect emotional parameter information include sensors, and the sensors include image sensors, and the image sensors include: visible light cameras, An infrared camera, a thermal imaging device; the sensor also includes a sound sensor, and the sound sensor includes: a microphone; the sensor also includes a wearable sensor, and the wearable sensor includes: a heart rate sensor, a body temperature sensor, a grip sensor; The sensor subsystem also includes a room temperature sensor; wherein the emotional parameter information includes but not limited to body temperature, heart rate, facial expression, muscle twitching, skin color, action mode, sound mode, wherein the action mode includes action range or action frequency, wherein said sound mode comprises volume, audio or tone, The executive devices of the first-level and/or second-level executive subsystems include but are not limited to lighting devices, audio devices, display devices, projection devices, massage devices, active noise reduction and sound insulation devices, broadcasting systems, and odor emission devices, Wherein, the first-level management center system obtains the emotional parameter information of patients in the ward through the sensor at a specified time interval T cycle detection, and quantifies and calibrates the emotional parameter information to form emotional parameters: The use of the emotional parameter sensor firstly uses a healthy person without large emotional fluctuations to complete the specified action within the specified time T, detects his emotional parameters, and performs calibration. For the emotional detection of personnel, if the emotional parameters are determined to be higher than the normal value, the qualitative quantification of the emotional parameters is +1, and if the emotional parameters are determined to be lower than the normal value, the qualitative quantification of the emotional parameters is -1, and then the total Sentiment parameter summation: The emotional parameter of ward 1 is: B1=k1*(Kx1A1+Kx2A2+...+KxnAN)+k2*(K2A1+K2A2+...+K2AN), where N is the number of sensors, kxn is the sensor type coefficient, and KxnAN is the first Or the type coefficient of the second patient is the emotional parameter of the Nth sensor of Kxn, k1 is the weight coefficient of the first patient, which is a set value, and the range is 0-1, and k2 is the weight coefficient of the second patient, which is set A fixed value, the range is 0-1, a ward can accommodate up to 2 people, if it is a single room, then k2 is set to 0; among them, the sensor type coefficient of the image sensor is 0.7, and the sensor type coefficient of the sound sensor is 0.4, wearable The sensor type coefficient of the sensor is 0.6, and the room temperature sensor type coefficient is 0.5; If B1=0, the first-level executive subsystem in ward 1 has no change; if B1>0, the first-level executive subsystem in ward 1 executes comfort mode; The first-level executive subsystem executes the active mode. When the first-level management center system manages M wards, it also obtains the emotional parameter of the ward M as BM, and executes the first-level executive subsystem in the ward according to its comparison with 0. operating mode. 2. A method for using the medical management system as claimed in claim 1, wherein the second-level management center system can communicate and manage more than one first-level management center, and obtain the first-level management center system The emotional parameter B1-BM of the managed ward 1-M, and the emotional parameter BG= kg*(KGA1+KGA2+...+KGAN), where kg is the weight coefficient in the range of 0-1 manually set, KGA1 is the emotional parameter of sensor 1 of the management and control personnel...until KGAN is the emotional parameter of sensor N of the management and control personnel, Obtaining the total emotion parameter of the first-level management control system is BZ1=B1+B2+...+BN+BG, if BZ1=0, the second-level executive subsystem has no change, and if BZ1>0, the second-level execution subsystem The subsystem executes the soothing mode. If B1<0, the second-level execution subsystem executes the active mode, wherein the second-level execution subsystem is located in a public area other than the area managed by the first-level management center system. 3. A method for using the medical management system as claimed in claim 1, if the first-level management center system manages 2 and more than 2 wards, and at least 2 wards have opposite patterns, that is, at least one ward's If the execution mode is appeasement mode, and the execution mode of at least one other ward is active mode, then the part of the first-level execution subsystem outside the ward is executed in a conservative mode without change. 4. The method of using the medical management system according to claim 2 or 3, wherein the cylindrical curved surface display device displays a stepless change from cool to warm tones from the top to the bottom and is consistent with the color atmosphere of the executive subsystem The light control device is connected to display at least one horizontal marking line, and the position of the horizontal marking line can be adjusted by touching and dragging, so that the ambient light displays the color of the position corresponding to the horizontal marking line. At the same time, without touching During operation, the grip sensor can adjust the horizontal marker line and/or other markers that can be displayed by the cylindrical curved display device according to the user's grip parameters. 5. The method for using the medical management system according to claim 4, wherein the curved surface display device has a selection function, and can select a sick room or a public area corresponding to the controlled ambient light.

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