CN110471534B - Information processing method based on emotion recognition and remote medical management system - Google Patents
Information processing method based on emotion recognition and remote medical management system Download PDFInfo
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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
Technical Field
The invention belongs to the technical field of medical systems, and particularly relates to an information processing method based on emotion recognition and a remote medical management system.
Background
In the modern medical field, along with the development of economy and the higher and higher requirements of people on material culture level, the demand for high-end medical treatment is in a explosive growth situation in recent years, and the demand for fine medical management is higher and higher, so that the design of the existing hospital management system mainly considers the improvement of the working efficiency, does not consider the humanized management of patients and even workers, does not consider more the influence of the mood change of the patients on rehabilitation, and possibly cannot enable the patients to achieve the best rehabilitation effect. Therefore, the invention provides an information processing method based on emotion recognition and a remote medical management system for the first time, and through a reasonable method, the emotion of a patient can be influenced positively and positively by controlling some execution devices capable of influencing the emotion of the patient accurately, so that the aim of assisting the high-efficiency management of a hospital to a certain extent is fulfilled. According to the first aspect of the invention, through sensing the emotional parameter information, the emotional parameter capable of qualitatively reflecting the personnel in the designated position range is generated, so as to guide the execution device to automatically execute.
Disclosure of Invention
The invention provides a medical management system based on emotion recognition, which comprises a first-level management center system (a department-level management system), a ward subsystem, a movable terminal (a mobile phone, a pad and other intelligent terminals, an intelligent wearable system and other intelligent wearable systems, and the like), wherein the ward subsystem is a subsystem for executing related management work in an independent ward, such as on-off of a television, medical alarm and other related medical management functions, can coordinate with emotion management, and can provide edge calculation capability, the movable terminal can be used for transmission and mobile management of medical information, and can qualitatively influence the emotion of a user to a certain extent through management of displayed tones, bells, vibrations and the like, and 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 collect the sensing subsystem of mood parameter, first order execution subsystem includes the final controlling element of a plurality of discrete and/or combinations, wherein sensing subsystem sets up near sick room and colored tangible operation's multi-media human-computer interaction interface and mechanical interaction device in order to detect sick room personnel and supervisory control personnel's mood parameter. It will be understood that the mood parameter is a physical parameter associated with general mood changes of a human, for example, when a person is stressed or irritated, the body temperature rises, the heartbeat is accelerated, and conversely, when the person is too depressed or not highly mood-enhanced due to other reasons, the heartbeat becomes slow, and the body temperature tends to be low in a normal range, so that the so-called mood parameter represents a physical parameter indicative of the mood of the person concerned. It can be understood that, under the condition of the prior art, the basic requirements of the invention can be met by achieving qualitative judgment on the related emotional parameters, but with the improvement of the technology, it is obvious that if the cost can be ensured, under the condition of the addition of the high-performance AI sensor, the quantitative analysis on the emotional parameters is also in the technical scheme range of the system on the premise of sufficient acquisition of the parameter information such as human micro-features and micro-expressions and the like and big data learning.
Furthermore, the medical management system of the invention further comprises a second-level management center system (hospital level management system), wherein the second-level management center system comprises a second-level control and transceiver subsystem, a second-level man-machine interaction subsystem and a second-level execution subsystem, the second-level control and transceiver subsystem comprises a computer unit with a remote communication function, the second-level control and transceiver subsystem can be communicated with the plurality of first-level control and transceiver subsystems, the second-level management center system can control more than one first-level management center system and has higher priority, the second-level man-machine interaction subsystem comprises a color touch-operable multimedia man-machine interaction interface and can select and call interface display contents of the designated first-level man-machine interaction subsystem, the second-machine interaction subsystem further comprises a mechanical interaction device and a sensing subsystem capable of collecting emotion parameters, and the second-level execution subsystem comprises a plurality of discrete and/or combined execution devices. In addition, the mobile terminal in the department level management system can be controlled to execute, for example, functions such as vibration and alarm can be used for achieving the purpose of activating the emotion of people.
It is obvious that the distinction between the corresponding management system, execution system and sensing system of the first and second levels is only for the purpose of illustrating the system hierarchy and execution features of the present invention, and it is obvious that the combination with the modern medical management system, the corresponding changes and adjustments, such as division of the management hierarchy of the ward system and the mobile terminal, are also within the spirit of the present invention.
Further, in the medical management system of the present invention, the human-computer interaction subsystem at least includes a planar display device with touch function and a cylindrical curved surface display device, and a grip strength sensor, which are electrically connected, the planar display device is used for displaying information, the cylindrical curved surface display device at least displays a horizontal marking line, the horizontal marking line can be adjusted in position by touch operation, and the grip strength sensor can adjust the horizontal marking line and/or other markings that can be displayed by the cylindrical curved surface display device according to grip strength parameters of a user. In this way, a color transition from a cold color tone to a warm color tone is formed in the cylindrical curved surface display device from top to bottom, so that a manager can select a corresponding color by adjusting the position of the horizontal mark line, and then instruct the related light executing device to execute corresponding color illumination, thereby realizing the effect of influencing the emotion of a person to a certain extent.
Further, the medical management system of the present invention, wherein the sensing subsystem of the first and/or second level human-computer interaction subsystem capable of collecting emotional parameters comprises a sensor, the sensor comprises an image parameter sensor, and the image parameter sensor comprises: a visible light camera, an infrared camera and a thermal imaging device; the sensor further comprises a sound parameter sensor comprising: a microphone; the sensor further comprises a wearable sensor comprising: a heart rate sensor, a body temperature sensor and a grip strength sensor; the sensor subsystem further comprises a room temperature sensor; wherein the emotional parameters include, but are not limited to, body temperature, heart rate, facial expression, muscle twitching, skin tone, motion pattern, sound pattern, wherein the motion pattern includes motion amplitude or motion frequency, wherein the sound pattern includes volume, audio, or tone. In order to prevent privacy leakage and occupy less bandwidth, the video sensor and the sound sensor can be locally stored and circularly covered on the premise of responding and increasing local storage and calculation capacity, and only abstract characteristic values are extracted and uploaded to a department level center management system. For example, optionally, the body temperature, heart rate, motion frequency, sound level, tone, etc. are only uploaded higher or lower than the nominal normal value, and no specific data are uploaded, or only after a higher priority command is issued. In a less powerful system, the muscle twitching, facial expressions, skin tone, movement patterns, etc. are applied in a manner that is comparable to the stored typical pattern, and if the patterns are substantially the same, they are characterized as an active pattern or a passive pattern, otherwise they are a normal pattern.
Further optionally, the medical management system, wherein the executing device of the first-stage and/or second-stage executing subsystem includes, but is not limited to, a lighting device, an audio device, a display device, a projection device, a massage device, a sound insulation device, a broadcasting system, and an odor dispersing device. When a person's emotional negative pattern is detected, the following may be performed: the light shows warm tone, the sound of the sound is adjusted to be slightly higher and/or to be cheerful music, the display device or the projection device (such as a television in a ward) modulates the warm tone and/or the brightness is increased, the mode of the sound insulation device is strengthened (for example, active noise reduction is started), the strength of the massage device is slightly increased when the massage device is in operation, the odor diffusion device selects stronger odor, and the sound of the broadcasting system is increased.
A method for using the medical management system as described above, wherein the first level management center system obtains emotion related data of a patient in a ward through a sensor, and performs quantitative calibration on the emotion related data to form an emotion parameter:
the use of the emotion parameter sensor, firstly adopt a healthy person who has no large emotion fluctuation to complete the prescribed action in the prescribed time, for example, make a round of detour in the sick room within 5 minutes, finish getting up, sitting down, window opening, etc., detect the emotion parameter, carry on the calibration, its emotion parameter quantization is 0 at this moment, carry on the emotion detection of the personnel in the sick room afterwards, if its emotion parameter is judged to be higher than the normal value, its emotion parameter quantization is +1, if its emotion parameter is judged to be lower than the normal value, its emotion parameter is judged to be-1, obviously, because the difference of emotion change, this kind of judgement can not be accurate definitely, therefore according to the practice achievement, preferably analyze and sum up in order to reduce the risk of misoperation as much as possible, the optional scheme includes and sums up the total emotion parameter:
the emotional parameters of ward 1 were obtained as: b1= K1 (Kx 1A1+ Kx2A2+ \8230; + KxnAN) + K2: (K2 A1+ K2A2+ \8230; + K2 AN), where N is the number of sensors, kxn is the sensor type coefficient, kxnAN is the emotional parameter of the nth sensor for which the type coefficient of the first or second patient is Kxn, K1 is the weight coefficient of the first patient, is a set number, ranging from 0 to 1, K2 is the weight coefficient of the second patient, is a set number, ranging from 0 to 1, one ward accommodates at most 2 people, and if between individuals, K2 is set to 0; the sensor type coefficient of the image parameter sensor is 0.7, the sensor type coefficient of the sound parameter sensor is 0.4, the sensor type coefficient of the wearable sensor is 0.6, and the room temperature sensor type coefficient is 0.5; the type coefficient is an empirical parameter and it is clear that it can be adjusted between 0 and 1 as technology and time develop.
If B1=0, the first-level execution subsystem in the ward 1 is unchanged, if B1>0, the first-level execution subsystem in the ward 1 executes a soothing mode, if B1<0, the first-level execution subsystem in the ward 1 executes an active mode, and when the first-level management center manages M wards, the emotional parameter of the ward M is also acquired as BM, and the BM is compared with the value 0 to execute the operation mode of the first-level execution subsystem in the ward. Obviously, considering that the medical system has priority of stability and safety, the medical system of the invention can be combined with a general management system of a hospital, when logic conflict occurs in the medical system or with other systems, a general mode without special execution, namely a non-change mode, is executed, and for the setting of an execution mechanism, the invention is a set of automatic management system for execution devices, so as to reduce the labor intensity of a manager, but when manual setting exists, the medical system is manually set to be executed with higher priority.
Further, the method for using the medical management system as described above, wherein the hospital-level management center system can communicate and manage more than one department-level management center, and obtain emotional parameters B1-BM of the ward 1-M managed by the department-level management center system, and emotional parameters BG = kg (KGA 1+ KGA2+ \8230; 8230; KGAN) of the management control personnel detected by the sensors near the multi-media man-machine interface and the mechanical interaction device in the sensing subsystem of the department-level man-machine interaction subsystem, wherein kg is an emotion parameter of a management control personnel sensor 1, \8230 \ 8230 \ KGAN is an emotion parameter of a management control personnel sensor N, so that the total emotion parameter of the first-level management control system is BZ1= B1+ B2+ \8230 \ 8230 \ 8230 ++ BN + BG, if BZ1=0, the second-level execution subsystem is unchanged, if BZ1>0, the courtyard execution subsystem executes a placard mode, and if B1<0, the courtyard execution subsystem executes an active mode, wherein the courtyard execution subsystem is located in a public area except for an area managed by a department-level management center system. The management system takes the emotional problems of department level managers during the activities in the hospital into consideration, and can enable the environment atmosphere in the hospital to be correspondingly adjusted to a certain extent.
Further, in the method for using the medical management system, if the first-level (department-level) management center system manages 2 or more than 2 rooms, and at least 2 of the rooms have opposite modes, that is, the execution mode of at least one room is a placard mode, and the execution mode of at least another room is an active mode, the part of the first-level execution subsystem outside the room is executed according to a non-change mode.
Further, the method for using the medical management system, wherein the cylindrical curved display device displays the stepless change from the cold tone to the warm tone from the top end to the bottom end and is connected with the color atmosphere lamp control device of the executive subsystem to display at least one horizontal mark line, the position of the horizontal mark line can be adjusted by touch operation, so that the atmosphere lamp displays the color of the position corresponding to the horizontal line, and meanwhile, when the touch operation is not passed, the grip sensor can adjust the horizontal mark line and/or other marks which can be displayed by the cylindrical curved display device according to the grip parameters of a user.
Further, the use method of the medical management system, wherein the curved display device has a selection function, and can select the ward or the public area corresponding to the controlled atmosphere lamp.
Furthermore, the information processing method based on emotion recognition and the remote medical management system provided by the invention can be integrated with the existing medical management system, so that the purpose of intensive management is achieved.
Drawings
For the purpose of illustrating the principles of the present disclosure, embodiments of the present disclosure will be described with reference to the accompanying drawings. It should be understood that the elements shown in the figures may be implemented in various forms of hardware, software or combinations thereof. Alternatively, these elements are implemented in a combination of hardware and software on one or more appropriately programmed general-purpose computer devices.
FIG. 1 is a schematic diagram showing the distribution of a medical management system of the present invention;
FIG. 2 is a schematic diagram of a first level and/or second level human-computer interaction system of the present invention;
fig. 3 is a schematic view showing steps of the medical information processing method of the present invention.
Detailed Description
Embodiments of the present invention will be described below with reference to the accompanying drawings. In the following description, a detailed description of known functions and configurations may be omitted for clarity and conciseness. In addition, the following examples are provided to illustrate the present disclosure, but are not intended to limit the scope of the present invention. Indeed, other implementations are also possible based on the following examples of the present disclosure. It will thus be appreciated that those skilled in the art will be able to devise various arrangements that, although not explicitly described or shown herein, embody the principles of the invention and are included within its scope.
Fig. 1 illustrates a management architecture of a first aspect of an embodiment of the present invention, and the present invention provides a medical management system based on emotion recognition, where the medical management system includes a first-level management center system (department-level management system) (1), a ward subsystem (2), and a mobile terminal (not shown in the drawings, in this embodiment, the mobile terminal may include a smart terminal such as a mobile phone and a pad, and a smart wearable system, and the like), where the first-level management center system includes: first order control and receiving and dispatching subsystem, first order human-computer interaction subsystem, first order execution subsystem (3), 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 collect the sensing subsystem of mood parameter, first order execution subsystem includes the final controlling element of a plurality of discrete and/or combinations, wherein sensing subsystem sets up near sick room and colored tangible operation's multi-media human-computer interaction interface and mechanical interaction device with detection sick room personnel and management control personnel's mood parameter. It will be understood that the emotional parameters are physical parameters associated with general changes in the mood of a human, for example, when the person is nervous or irritated, the body temperature will rise, and the heartbeat will accelerate, whereas when the person is depressed too much or not high in mood due to other reasons, the heartbeat will become slow, and the body temperature will tend to a low value within the normal range, so that the so-called emotional parameters represent physical parameters that can reflect the mood of the person concerned. It can be understood that under the prior art, the basic requirements of the invention can be met by qualitatively judging the related emotional parameters, but with the progress of the technology, obviously, if the cost can be ensured, under the condition of the addition of the high-performance AI sensor, the quantitative analysis of the emotional parameters is also in the technical scheme range of the system on the premise of sufficient acquisition of the parameter information of human body micro-features, micro-expressions and the like and big data learning.
In this embodiment, the medical management system further includes a second-level management center system (yard-level management system) (4), the second-level management center system includes a second-level control and transceiver subsystem, a second-level human-computer interaction subsystem (5), and a second-level execution subsystem (6), the second-level control and transceiver subsystem includes a computer unit with a telecommunication function, the second-level control and transceiver subsystem can communicate with multiple first-level control and transceiver subsystems, the second-level management center system can control more than one first-level management center systems and has a higher priority, the second-level human-computer interaction subsystem (5) includes a color touch-operable multimedia human-computer interaction interface and can select and call interface display contents of the designated first-level human-computer interaction subsystems, the second-level human-computer interaction subsystem further includes a mechanical interaction device and a sensing subsystem capable of collecting emotional parameters, and the second-level execution subsystem includes multiple discrete and/or combined execution devices. In addition, the mobile terminal in the department level management system can be controlled to execute, for example, functions such as vibration and alarm can be used for achieving the purpose of activating the emotion of people.
In another aspect of the embodiment of the present invention, as shown in fig. 2, the medical management system of the present invention, wherein the human-computer interaction subsystem at least comprises a planar display device (7) with touch function and a cylindrical curved surface display device (8), and a grip strength sensor (10), the planar display device and the cylindrical curved surface display device are electrically connected, the planar display device is used for displaying information, the cylindrical curved surface display device (8) at least displays a horizontal marking line (9), the horizontal marking line (9) can be adjusted in position by touch operation, but when the user is inconvenient to adjust the horizontal marking line (9) by touch operation, the grip strength sensor (10) can adjust the horizontal marking line and/or other marks that can be displayed by the cylindrical curved surface display device according to the grip strength parameters of the user. Therefore, color transition from cold color tone to warm color tone is formed in the cylindrical curved surface display device from top to bottom in a stepless change mode, so that a manager can select corresponding colors by adjusting the position of the horizontal mark line, and then the related light execution device is instructed to execute corresponding color illumination, so that the effect of influencing the emotion of a person to a certain extent is realized, and similarly, the grip force sensor can also adjust the position of the horizontal mark line through the size of the grip force, so that the dependence on touch adjustment is avoided.
Further, the medical management system of the present invention, wherein the sensing subsystem of the first and/or second level human-computer interaction subsystem capable of collecting emotional parameter information comprises a sensor, the sensor comprises an image parameter sensor, and the image parameter sensor comprises: the system comprises a visible light camera, an infrared camera and a thermal imaging device; the sensor further comprises a sound parameter sensor, the sound parameter sensor comprising: a microphone; the sensor further comprises a wearable sensor comprising: a heart rate sensor, a body temperature sensor and a grip strength sensor; the sensor subsystem further comprises a room temperature sensor; wherein the mood parameter information includes, but is not limited to, body temperature, heart rate, facial expression, muscle twitching, skin tone, motion pattern, voice pattern, wherein the motion pattern includes motion amplitude or motion frequency, wherein the voice pattern includes volume, audio, or tone. Obviously, the emotional parameters include physical values of some aspect of the emotional parameter information, and qualitative feedback of emotional activity can be achieved. In order to prevent privacy disclosure and less occupied bandwidth, the video sensor and the sound sensor are locally stored and circularly covered, and only abstract characteristic values are extracted and uploaded to a department level central management system. For example, optionally, the body temperature, heart rate, motion frequency, sound level, tone, etc. are only uploaded higher or lower than the nominal normal value, and no specific data are uploaded, or only after a higher priority command is issued. In a less powerful system, the muscle twitching, facial expressions, skin tone, movement patterns, etc. are applied in a manner that is comparable to the stored typical pattern, and if the patterns are substantially the same, they are characterized as an active pattern or a passive pattern, otherwise they are a normal pattern.
Further optionally, the medical management system, wherein the executing device of the first-stage and/or second-stage executing subsystem includes, but is not limited to, a lighting device, an audio device, a display device, a projection device, a massage device, a sound insulation device, a broadcasting system, and an odor dispersing device. When a person's emotional negative pattern is detected, the following can be performed: the light shows warm tone, the sound of the sound is adjusted to be slightly higher and/or to be cheerful music, the display device or the projection device (such as a television in a ward) modulates the warm tone and/or the brightness is increased, the mode of the sound insulation device is strengthened (for example, active noise reduction is started), the strength of the massage device is slightly increased when the massage device is in operation, the odor diffusion device selects stronger odor, and the sound of the broadcasting system is increased.
A method for using the medical management system as described above, wherein the first-level (department level) management center system obtains emotion related data of a patient in a ward set in at most one of 2 wards through a sensor, and performs quantitative calibration on the emotion related data to form an emotion parameter:
the use of the emotion parameter sensor, firstly, a healthy person without large emotion fluctuation completes a specified action within a specified time, in one embodiment, the actions such as going round in a sick room within 5 minutes, completing getting up, sitting down, windowing and the like, detecting the emotion parameter, calibrating, wherein the emotion parameter is quantized to 0, then detecting the emotion of the person in the sick room, if the emotion parameter is judged to be higher than a normal value, the emotion parameter is quantized to +1, if the emotion parameter is judged to be lower than the normal value, the emotion parameter is judged to be-1, obviously, because of the difference of emotion change, the judgment can not be accurate, therefore, according to practical results, qualitative analysis is preferred and summation is carried out to reduce the risk of misoperation as much as possible, and the optional scheme comprises the following steps of summing the total emotion parameters:
the emotional parameters of the ward 1 were obtained as: b1= K1 (Kx 1A1+ Kx2A2+ \8230; + K2 AN) + KxnAN) + K2 · (K2 A1+ K2A2+ \8230; + K2 AN), where N is the number of sensors, kxn is the sensor type coefficient, kxnAN is the emotional parameter of the nth sensor for which the type coefficient of the first or second patient is Kxn, K1 is the weight coefficient of the first patient, is a set value, ranging from 0-1, K2 is the weight coefficient of the second patient, is a set value, ranging from 0-1, one patient room contains at most 2 persons, and if between individuals, K2 is set to 0; the sensor type coefficient of the image parameter sensor is 0.7, the sensor type coefficient of the sound parameter sensor is 0.4, the sensor type coefficient of the wearable sensor is 0.6, and the room temperature sensor type coefficient is 0.5; the type coefficient is an empirical parameter and it is clear that it can be adjusted between 0 and 1 as technology and time advance.
If B1=0, the first-stage execution subsystem in the ward 1 is unchanged, if B1>0, the first-stage execution subsystem in the ward 1 executes the soothing mode, and if B1<0, the first-stage execution subsystem in the ward 1 executes the active mode.
In this embodiment, when a single interindividual ward is located under a first-level (department-level) management center system, and the ward has a camera (measured as-1), a microphone (measured as-1), a room temperature sensor (temperature higher than normal value and measured as + 1), and a smart watch (heart rate, measured as + 1) located on the patient, and k1 is set to 1, the emotional parameter of the ward is B1=1 (0.7 (-1) +0.4 (-1) +0.5 (+ 1) +0.6 (+ 1)) =0, and there is no change in the execution of the execution mechanism, and if the emotional parameter measured by the smart watch is lower than the normal value and quantified as-1, then B1= -1.2 is determined, and the execution device determines that there is a negative emotion, and implements an active execution mode, such as adjusting the light to color tone, increasing the volume of the broadcast system, and prompting the health service staff to increase the patrol frequency.
When the first-level management center manages M ward rooms, the emotional parameter of the ward room M is also acquired as BM, and the operation mode of the first-level execution subsystem in the ward room is executed according to the comparison of the emotional parameter with the 0 value. Obviously, considering that the medical system has priority of stability and safety, the medical system of the present invention can be combined with a general management system of a hospital, and thus should be operated mainly in a conservative mode, when logic conflict occurs in or with other systems, a general mode without special execution, i.e., a no-change mode, is executed, and for setting of an execution mechanism, the present invention is a set of automatic management system for an execution device to reduce the labor intensity of a manager, but when there is manual setting, the management system is executed with higher priority by manual setting.
Further, the method for using the medical management system as described above, wherein the hospital level management center system can communicate and manage more than one department level management center, and obtain emotional parameters B1-BM of the ward 1-M managed by the department level management center system, and emotional parameters BG = kg (KGA 1+ KGA2+ \8230; + KGAN) of the management controller detected by the sensors near the multimedia human-computer interaction interface and the mechanical interaction device in the sensing subsystem of the department level human-computer interaction subsystem, wherein kg is an emotion parameter of a management control personnel sensor 1, \8230 \\ 8230: \ KGAN is an emotion parameter of a management control personnel sensor N, so that the total emotion parameter of the first-level management control system is BZ1= B1+ B2+ \8230 \\ 8230 \ + BN + BG, if BZ1=0, the second-level execution subsystem is unchanged, if BZ1>0, the yard-level execution subsystem executes a placating mode, and if B1<0, the yard-level execution subsystem executes an activating mode, wherein the yard-level execution subsystem is located in a public area except an area managed by a department-level management center system. The management system takes the emotional problems of administrative staff at department level during the activity in the yard into consideration, and can enable the yard to have a correspondingly adjustable environmental atmosphere to some extent.
Further, in the method for using the medical management system, if the first-level (department level) management center system manages 2 and more than 2 rooms, and at least 2 of the rooms have opposite modes, that is, the execution mode of at least one room is a soothing mode, and the execution mode of at least another room is an active mode, the part of the first-level execution subsystem outside the room is executed according to a non-change mode.
Further, the method for using the medical management system, wherein the cylindrical curved display device displays the stepless change from the cold tone to the warm tone from the top end to the bottom end and is connected with the color atmosphere lamp control device of the executive subsystem to display at least one horizontal mark line, the position of the horizontal mark line can be adjusted by touch operation, so that the atmosphere lamp displays the color of the position corresponding to the horizontal line, and meanwhile, when the touch operation is not passed, the grip sensor can adjust the horizontal mark line and/or other marks which can be displayed by the cylindrical curved display device according to the grip parameters of a user.
Further, the use method of the medical management system, wherein the curved display device has a selection function, and can select the ward or the public area corresponding to the controlled atmosphere lamp.
Obviously, the measurement of the mood parameter by the sensor can be performed within a set time interval, for example once in 1 hour, or a cyclic repetition every few seconds.
It can be understood that, on the premise of the measurement of the emotional parameters, the calculation power and the AI algorithm, qualitative measurement is recommended to be executed to realize conservative emotional intervention, which is only to judge positive emotion or negative emotion, and a conservative manner is adopted in the intervention aspect, that is, on the premise of determining negative emotion or positive emotion, it is considered that an intervention condition is reached at this time to perform intervention, or rather no intervention is performed, because this is more practical and easy to popularize, but it should be pointed out that, with the advance of the future technology, the quantitative measurement of the emotional parameters is also within the protection range required by the present invention, and then the information of the emotional parameters (the information necessary for judging the emotional parameters) and the quantitative and accurate measurement of the emotional parameters are realized, which is also the purpose to be realized by the present invention,
it will be appreciated by those skilled in the art, however, that the block diagrams presented in this specification represent conceptual views of illustrative circuitry embodying the principles of the disclosure. The existing medical management systems are various in types and styles, and the invention is characterized in that the corresponding optimization combining the emotion influence capability is carried out based on emotion recognition, but in order to intensively explain the problems, the related technical scheme only exemplarily explains the collection and execution intervention of emotion related parameters. Similarly, it will be appreciated that any flow charts, flow diagrams, state transition diagrams, pseudocode, and the like represent various processes which may be substantially represented in computer readable media and so executed by a computer or processor, whether or not such computer or processor is explicitly shown. The computer readable medium and code written thereto may be embodied in a transitory state (signal) and in a non-transitory state (e.g., on a tangible medium such as a CD-ROM, DVD, blu-ray, hard drive, flash memory card, or other type of tangible storage medium).
The functions of the various elements shown in the figures may be provided through the use of dedicated hardware as well as hardware capable of executing software in association with appropriate software. When provided by a processor, the functions may be provided by a single dedicated processor, by a single shared processor, or by a plurality of individual processors, some of which may be shared. Also, explicit use of the term "processor" or "controller" should not be construed to refer exclusively to hardware capable of executing software, and may include, without limitation, digital signal processor ("DSP") hardware, read-only memory ("ROM") for storing software, random access memory ("RAM"), and non-volatile storage.
Other hardware, conventional and/or custom, may also be included. Similarly, any switches shown in the figures are conceptual only. Their function may be carried out through the operation of program logic, through dedicated logic, through the interaction of program control and dedicated logic, or even manually, the particular technique being selectable by the implementer as more specifically understood from the context.
Although the embodiments which incorporate the teachings of the present disclosure have been shown and described in detail herein, those skilled in the art can readily devise many other varied embodiments that still incorporate these teachings. Note that modifications and variations can be made by persons skilled in the art in light of the above teachings
Some specific embodiments have been described above. It will be appreciated that modifications may be made to the embodiments. For example, elements of different embodiments may be combined, supplemented, modified, and deleted to yield yet further embodiments. Further, those of ordinary skill in the art will appreciate that other structures and process flows may be substituted for those disclosed above to achieve other embodiments. The other embodiments achieve substantially the same function at least in substantially the same way to achieve substantially the same effects provided by the embodiments disclosed herein. Accordingly, these and other embodiments are intended to be 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 comprises a first-level management center system, a ward subsystem and a mobile terminal, wherein the first-level management center system comprises: a first control and transceiver subsystem, a first man-machine interaction subsystem, a first execution subsystem, said first control and transceiver subsystem including a computer unit with telecommunication function, said first man-machine interaction subsystem including a color touch operable multimedia man-machine interaction interface and mechanical interaction device and a sensing subsystem capable of collecting emotional parameter information, said first execution subsystem including a plurality of discrete and/or combined execution devices, wherein said sensing subsystem is disposed in the vicinity of the ward and color touch operable multimedia man-machine interaction interface and mechanical interaction device to detect emotional parameter information of ward persons and management control persons, wherein further including a second management center system including a second control and transceiver subsystem, a second man-machine interaction subsystem, a second execution subsystem, said second control and transceiver subsystem including a computer unit with telecommunication function, said second control and transceiver subsystem being capable of communicating with the plurality of first control and transceiver subsystems, said second management center system being capable of controlling more than one of said first management center system and having higher priority, said second control and transceiver subsystem including a cylindrical touch surface display device with a cylindrical touch panel, said second man-machine interaction display device including a cylindrical touch panel, and a cylindrical touch panel display device capable of displaying emotional parameter information, and a grip sensor electrically connected to the three, wherein the flat display device is used for displaying information, the cylindrical curved surface display device at least displays a horizontal mark line, the horizontal mark line can be adjusted in position by touch operation, the grip sensor can adjust the horizontal mark line and/or other marks displayable by the cylindrical curved surface display device according to grip parameters of a user, wherein a sensing subsystem of the first-stage and/or second-stage human-computer interaction subsystem, which can collect emotion parameter information, comprises a sensor, the sensor comprises an image sensor, and the image sensor comprises: the system comprises a visible light camera, an infrared camera and a thermal imaging device; the sensor further includes an acoustic sensor, the acoustic sensor including: a microphone; the sensor further comprises a wearable sensor comprising: a heart rate sensor, a body temperature sensor and a grip strength sensor; the sensor subsystem further comprises a room temperature sensor; the emotional parameter information includes but is not limited to body temperature, heart rate, facial expression, muscle twitch, skin color, action mode, and sound mode, wherein the action mode includes action amplitude or action frequency, wherein the sound mode includes volume, audio frequency, or tone, wherein the execution devices of the first-stage and/or second-stage execution subsystems include but is not limited to lighting device, sound device, display device, projection device, massage device, active noise reduction and isolation device, broadcast system, and odor diffusion device, wherein the first-stage management center system detects through sensor at specified time interval T cycle, acquires the emotional parameter information of the patient in the ward, and performs quantitative calibration on the emotional parameter information to form emotional parameter:
the use of the emotion parameter sensor comprises the steps of firstly adopting a healthy person who has no large emotional fluctuation to complete a specified action within a specified time T, detecting the emotion parameters, calibrating, wherein the emotion parameters are quantized to 0, then detecting the emotion of the person in a patient room, if the emotion parameters are judged to be higher than a normal value, the emotion parameters are qualitatively quantized to +1, if the emotion parameters are judged to be lower than the normal value, the emotion parameters are qualitatively quantized to-1, and then summing the total emotion parameters:
the emotional parameters of the ward 1 were obtained as: b1= K1 (Kx 1A1+ Kx2A2+ \8230; + K2 AN) + KxnAN) + K2 · (K2 A1+ K2A2+ \8230; + K2 AN), where N is the number of sensors, kxn is the sensor type coefficient, kxnAN is the emotional parameter of the nth sensor for which the type coefficient of the first or second patient is Kxn, K1 is the weight coefficient of the first patient, is a set value, ranging from 0-1, K2 is the weight coefficient of the second patient, is a set value, ranging from 0-1, one patient room contains at most 2 persons, and if between individuals, K2 is set to 0; the sensor type coefficient of the image sensor is 0.7, the sensor type coefficient of the sound sensor is 0.4, the sensor type coefficient of the wearable sensor is 0.6, and the sensor type coefficient of the room temperature sensor is 0.5;
if B1=0, the first-level execution subsystem in the ward 1 is unchanged, if B1>0, the first-level execution subsystem in the ward 1 executes a soothing mode, if B1<0, the first-level execution subsystem in the ward 1 executes an active mode, and when the first-level management center system manages M wards, the emotional parameter of the ward M is also obtained as BM, and the operation mode of the first-level execution subsystem in the ward is executed according to the comparison of the emotional parameter and the 0 value.
2. The method of claim 1, wherein the second level management center system can communicate and manage more than one first level management center system, and obtain emotional parameters B1-BM of the ward 1-M managed by the first level management center system, and emotional parameters BG = kg (KGA 1+ KGA2+ \8230 \ + KGAN) of management control personnel detected by sensors near the multi-media human-computer interface and the mechanical interaction device in the sensor subsystem of the first level human-computer interaction subsystem, wherein kg is a manually set weight coefficient in the range of 0-1, KGA1 is the emotional parameter 8230of the sensor 1 of the management control personnel, \82308230untilKGAN is the emotional parameter of the sensor N of the management control personnel,
the total emotional parameters of the first-level management control system are BZ1= B1+ B2+ \8230, + 8230, + BN + BG, if BZ1=0, the second-level execution subsystem is unchanged, if BZ1>0, the second-level execution subsystem executes a pacifying mode, and if B1<0, the second-level execution subsystem executes an active mode, wherein the second-level execution subsystem is located in a public area except an area managed by the first-level management center system.
3. A method of using the medical management system of claim 1, wherein if the first level management center system manages 2 and more than 2 rooms, and at least 2 of the rooms are in the opposite mode, i.e. the execution mode of at least one room is the pacifying mode, and the execution mode of at least another room is the active mode, the part of the first level execution subsystem outside the room is executed in the conservative mode without change.
4. The method of using the medical management system as claimed in claim 2 or 3, wherein the cylindrical curved surface display device displays a stepless change from a cool tone to a warm tone from a top end to a bottom end and is connected to the color atmosphere light control device of the executive subsystem to display at least one horizontal mark line, the horizontal mark line can be dragged and adjusted in position by touch operation, so that the atmosphere light displays the color of the position corresponding to the horizontal mark line, and meanwhile, when the touch operation is not passed, the grip sensor can adjust the horizontal mark line and/or other marks displayable by the cylindrical curved surface display device according to the grip parameters of the user.
5. The method of claim 4, wherein the curved display device has a selection function to select the ward or public area corresponding to the controlled atmosphere light.
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