Digital treatment processing system and method based on multi-mode and intelligent monitoring

Abstract

The invention belongs to the field of medical science and technology, and particularly relates to a digital treatment processing system and method based on multi-mode and intelligent monitoring, the system is applied to an intelligent terminal, and the system comprises a data acquisition module which is used for obtaining self-evaluation information input by a user; the setting module is used for setting initial bilateral stimulation parameters according to the self-evaluation information; the multi-mode bilateral stimulation module is used for providing comprehensive bilateral stimulation experience according to the initial bilateral stimulation parameters; the monitoring module is used for performing real-time emotion state monitoring based on the acquired monitoring data when the system works; the monitoring data are obtained through monitoring of an external intelligent device; and the self-adjustment module is used for automatically adjusting the bilateral stimulation parameters according to the real-time monitored emotional state in combination with a preset adjustment strategy so as to realize personalized self-adaptive adjustment. According to the invention, the dependence on professional therapists is reduced, the self-adaptive adjustment of personalized schemes is realized, and the safety and effectiveness of the whole process are ensured.

Description

Technical Field

[0001] The present invention relates to the field of medical technology, and in particular to a digital treatment processing system and method based on multimodality and intelligent monitoring. Background Art

[0002] Eye Movement Desensitization and Reprocessing (EMDR) is a psychotherapy technique used to treat post-traumatic stress disorder (PTSD). EMDR helps patients reprocess traumatic memories and alleviate related symptoms by guiding them to recall traumatic memories while performing bilateral stimulation (such as eye movements, touch or auditory stimulation).

[0003] Currently, EMDR therapy is mainly performed by professional therapists in clinics. Therapists usually use visual stimuli such as finger movements or light bars. For example, Shapiro (1989) described the original EMDR protocol in his study, using the therapist's finger movements as visual stimuli.

[0004] It can be seen that the above prior art has the following main disadvantages:

[0005] 1. High reliance on professional therapists, which limits the accessibility of treatment;

[0006] 2. Lack of real-time emotion monitoring may pose a safety hazard;

[0007] 3. Single modality stimulation may limit the therapeutic effect;

[0008] 4. Difficulty in achieving self-treatment;

[0009] 5. Lack of personalized and adaptive adjustment mechanisms. Summary of the invention

[0010] In view of the defects in the prior art, the embodiments of the present invention provide a digital treatment processing system and method based on multimodality and intelligent monitoring to solve the technical problems existing in the prior art.

[0011] In a first aspect, an embodiment of the present invention provides a digital treatment processing system based on multimodality and intelligent monitoring, which is applied to an intelligent terminal, and the system includes: a data acquisition module, a setting module, a multimodal bilateral stimulation module, a monitoring module and a self-adjustment module; The data collection module is used to obtain the self-evaluation information input by the user; The setting module is used to set initial bilateral stimulation parameters according to the self-assessment information; The multimodal bilateral stimulation module is used to provide a comprehensive bilateral stimulation experience according to the initial bilateral stimulation parameters; wherein the bilateral stimulation experience combines visual, tactile and auditory stimulation; The monitoring module is used to perform real-time emotional state monitoring based on the acquired monitoring data when the system is working; wherein the monitoring data is obtained by monitoring an external intelligent device; The self-adjustment module is used to automatically adjust the bilateral stimulation parameters according to the real-time monitored emotional state in combination with a preset adjustment strategy to achieve personalized adaptive adjustment.

[0012] Preferably, the system further comprises a storage module, which is used for recording data of the treatment process and performing encrypted storage and access control to ensure data security.

[0013] Preferably, the visual, tactile and auditory stimulations each include multiple groups of stimulations, and intervals are preset between different types of stimulations.

[0014] Preferably, when the groups of the same stimulation are executed, the execution contents of the groups are different.

[0015] Preferably, the system further comprises a benchmark module, which is used to perform a baseline test on the user before providing a comprehensive bilateral stimulation experience, obtain a corresponding personalized benchmark value, and transmit the benchmark value to the self-adjustment module as a reference for subsequent automatic parameter adjustment.

[0016] Preferably, the bilateral stimulation parameters are automatically adjusted according to the real-time monitored emotional state in combination with a preset adjustment strategy, specifically including:

[0017] When it is detected that the user's monitoring data is lower than the first threshold of the personal baseline value, it indicates that the user is in a high stress state, and the bilateral stimulation parameters are automatically reduced to reduce the stimulation intensity; at the same time, the time corresponding to a single time is shortened;

[0018] When it is detected that the user's monitoring data rises rapidly and exceeds the second threshold of the personal baseline value, it indicates that the user is in a highly nervous state. At this time, the bilateral stimulation parameters are automatically adjusted to first pause the current visual stimulation and switch to a gentler auditory or tactile stimulation mode.

[0019] In a second aspect, a digital therapy processing method based on multimodality and intelligent monitoring provided by an embodiment of the present invention is applied to a digital therapy processing system based on multimodality and intelligent monitoring described in the first aspect, and the method includes: Obtain the self-evaluation information input by the user; setting initial bilateral stimulation parameters according to the self-assessment information; Providing a comprehensive bilateral stimulation experience according to the initial bilateral stimulation parameters; wherein the bilateral stimulation experience combines visual, tactile and auditory stimulation; Performing real-time emotional state monitoring based on acquired monitoring data; wherein the monitoring data is obtained through monitoring by an external intelligent device; According to the real-time monitored emotional state combined with a preset adjustment strategy, the bilateral stimulation parameters are automatically adjusted to achieve personalized adaptive adjustment.

[0020] Beneficial effects of the present invention:

[0021] The embodiment of the present invention provides a digital therapy processing system based on multimodality and intelligent monitoring, which combines eye movement desensitization and reprocessing with multimodality and intelligent monitoring; while starting multimodal bilateral stimulation, it performs real-time emotion monitoring, and according to the monitoring results, the system automatically adjusts the bilateral stimulation parameters to achieve adaptive adjustment of personalized solutions, so as to ensure the safety and effectiveness of the entire process;

[0022] This reduces dependence on professional therapists and improves the accessibility of EMDR treatment; enhances the treatment effect through multimodal stimulation and provides a more comprehensive sensory experience; uses real-time emotion monitoring to make timely adjustments to ensure treatment safety; automated usage improves convenience and is suitable for home-based independent treatment; and can make personalized adaptive adjustments based on monitoring conditions to meet the needs of different users.

[0023] A digital therapy processing method based on multimodality and intelligent monitoring provided by an embodiment of the present invention is based on the same inventive concept as the digital therapy processing system based on multimodality and intelligent monitoring described above and has the same beneficial effects. BRIEF DESCRIPTION OF THE DRAWINGS

[0024] In order to more clearly illustrate the specific embodiments of the present invention or the technical solutions in the prior art, the following is a brief introduction to the drawings required for the specific embodiments or the description of the prior art. In all the drawings, similar elements or parts are generally identified by similar reference numerals. In the drawings, the elements or parts are not necessarily drawn according to the actual scale.

[0025] Figure 1 A structural block diagram of a digital treatment processing system based on multimodality and intelligent monitoring provided by an embodiment of the present invention is shown;

[0026] Figure 2 A flow chart of a digital therapy processing method based on multimodality and intelligent monitoring provided by an embodiment of the present invention is shown. DETAILED DESCRIPTION

[0027] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0028] It should be understood that when used in this specification and the appended claims, the terms "include" and "comprises" indicate the presence of described features, integers, steps, operations, elements and / or components, but do not exclude the presence or addition of one or more other features, integers, steps, operations, elements, components and / or combinations thereof.

[0029] It should also be understood that the terms used in this specification of the present invention are only for the purpose of describing specific embodiments and are not intended to limit the present invention. As used in the specification of the present invention and the appended claims, unless the context clearly indicates otherwise, the singular forms "a", "an" and "the" are intended to include plural forms.

[0030] It should be further understood that the term "and / or" used in the present specification and the appended claims refers to any and all possible combinations of one or more of the associated listed items, and includes these combinations.

[0031] As used in this specification and the appended claims, the term "if" may be interpreted as "when" or "upon" or "in response to determining" or "in response to detecting," depending on the context. Similarly, the phrases "if it is determined" or "if [described condition or event] is detected" may be interpreted as meaning "upon determination" or "in response to determining" or "upon detection of [described condition or event]" or "in response to detecting [described condition or event]," depending on the context.

[0032] It should be noted that, unless otherwise specified, the technical terms or scientific terms used in this application should have the common meanings understood by those skilled in the art to which the invention belongs.

[0033] like Figure 1 As shown, a structural block diagram of a digital treatment processing system based on multimodality and intelligent monitoring provided by the first embodiment of the present invention is shown, which is applied to an intelligent terminal, and the system includes: a data acquisition module, a setting module, a multimodal bilateral stimulation module, a monitoring module and a self-adjustment module; The data collection module is used to obtain the self-evaluation information input by the user; The setting module is used to set initial bilateral stimulation parameters according to the self-assessment information; The multimodal bilateral stimulation module is used to provide a comprehensive bilateral stimulation experience according to the initial bilateral stimulation parameters; wherein the bilateral stimulation experience combines visual, tactile and auditory stimulation; The monitoring module is used to perform real-time emotional state monitoring based on the acquired monitoring data when the system is working; wherein the monitoring data is obtained by monitoring an external intelligent device; The self-adjustment module is used to automatically adjust the bilateral stimulation parameters according to the real-time monitored emotional state in combination with a preset adjustment strategy to achieve personalized adaptive adjustment.

[0034] In this embodiment, the system is deployed in an intelligent terminal, which may be a smart phone or a tablet computer, etc., without limitation, and includes a corresponding display screen, a sound module, an interface, etc.;

[0035] The system is also connected to an external intelligent device to obtain the monitoring data; and connected to a vibration device to achieve tactile stimulation of the user; that is, the intelligent device at least includes a sensor for collecting physiological signals, an imaging device and a stimulation execution device.

[0036] When applied, the self-assessment information is collected through voice interaction, including basic user information, current emotional state and description of traumatic memory; then the user is guided to rate the intensity of emotions related to the traumatic memory on a scale of 0-10; the initial bilateral stimulation parameter settings are performed based on the score; during implementation, the initial bilateral stimulation parameter settings can also be set through user input.

[0037] The bilateral stimulation experience combines visual, tactile and auditory stimulation; wherein:

[0038] a) Visual stimulation: Display a moving target on the screen with an adjustable speed (0.5-3 seconds / round trip). b) Tactile stimulation: Provide bilateral vibration through an external vibration device (such as a bracelet), with an adjustable frequency (1-10 Hz) and 5 levels of intensity. c) Auditory stimulation: Provide binaural alternating sounds through headphones, with a rhythm range of 60-150 bpm and selectable sound types.

[0039] It also has a real-time emotional state monitoring mechanism, including:

[0040] 1. Using artificial intelligence technology: real-time monitoring of the user's emotional state through a variety of sensors;

[0041] 2. Skin electrical signal monitoring: monitor skin conductance level (SCL) and skin electrical response (SCR) through external sensors.

[0042] When applied, the visual, tactile and auditory stimulations each include multiple groups of stimulations, and intervals are preset between different types of stimulations.

[0043] For example, there are 6 groups of visual stimulation, 4 groups of tactile stimulation, 3 groups of auditory stimulation, etc.; there is a certain interval between each type of stimulation;

[0044] Furthermore, in order to achieve the diversity of stimulation and enhance the corresponding effect, when executing different groups of the same stimulation, the execution contents of each group are different; for example, the first group of visual stimulation displays the moving target with regular line trajectories on the screen, and the second group of visual stimulation displays the moving target with irregular line trajectories on the screen; other types of stimulation can be customized to perform different execution contents, which are not limited or elaborated here.

[0045] Furthermore, in order to improve the accuracy of adjustment, in another embodiment, based on the above technical solution, the system also includes a benchmark module, which is used to perform a baseline test on the user before providing a comprehensive bilateral stimulation experience, obtain a corresponding personalized benchmark value, and transmit the benchmark value to the self-adjustment module as a reference for subsequent automatic adjustment of parameters.

[0046] During the adaptive adjustment, the bilateral stimulation parameters are automatically adjusted according to the real-time monitored emotional state combined with the preset adjustment strategy, specifically including:

[0047] When it is detected that the user's monitoring data is lower than the first threshold of the personal baseline value, it indicates that the user is in a high stress state, and the bilateral stimulation parameters are automatically reduced to reduce the stimulation intensity; at the same time, the time corresponding to a single time is shortened; the reduction of the stimulation intensity here includes reducing each stimulation type by the same proportion or by different proportions;

[0048] When it is detected that the user's monitoring data rises rapidly and exceeds the second threshold of the personal baseline value, it indicates that the user is in a highly nervous state. At this time, the bilateral stimulation parameters are automatically adjusted to first pause the current visual stimulation and switch to a gentler auditory or tactile stimulation mode; wherein the first threshold and the second threshold are different and can be flexibly set.

[0049] In this embodiment, the monitoring data includes heart rate variability, skin conductance level, facial expressions, voice characteristics and body movements. By combining multiple data, it can more accurately reflect the personalized characteristics of the corresponding user; among which, the voice characteristics include pitch changes, sound intensity and speaking speed; the body movements include movement amplitude and movement frequency; and then scores are given to the corresponding sub-items respectively.

[0050] Take the two core physiological indicators, heart rate variability (HRV) and skin conductance level (SCL), as examples. These two indicators can relatively objectively reflect the user's emotional activation state, and are real-time and measurable.

[0051] Before the formal start of treatment (i.e. before providing a comprehensive bilateral stimulation experience), the system will conduct a 3-5 minute baseline test to record the user's HRV and SCL baseline values ​​in a calm state; the corresponding personalized baseline values ​​will serve as an important reference point for subsequent parameter adjustments.

[0052] Taking HRV as an example, when the user's HRV value is detected to be 20% lower than their personal baseline value, it indicates that the user is in a high state of stress. At this time, the system will automatically reduce the intensity of stimulation, specifically by slowing down the movement speed of visual stimulation (gradually slowing down from the personal baseline speed to about 3 times), reducing the tactile vibration frequency (to 1 / 3 of the baseline frequency), and slowing down the audio rhythm (to 2 / 3 of the baseline rhythm). At the same time, the system will shorten the duration of a single treatment and control it within 20-30 minutes.

[0053] For the SCL indicator, the system will record the user's baseline value in a calm state and use it as a reference standard. When the SCL rises rapidly and exceeds 5 times the personal baseline value, it indicates that the user is in a highly nervous state. In this case, the system will first pause the current visual stimulation, because the visual channel may increase the user's tension, and instead switch to a gentler auditory or tactile stimulation mode. Specifically, the system will recommend the use of soothing background music (close to the rhythm of the individual's baseline heart rate) or a gentle tactile vibration mode (1 / 2 of the baseline frequency).

[0054] Furthermore, during implementation, under certain conditions that meet the settings, the system will actively suggest changing the stimulation method.

[0055] Specifically, it is recommended to switch from visual to auditory / tactile stimulation when the following conditions are detected; When HRV remains low (less than 40% of personal baseline) and SCL remains high (more than 3 times personal baseline) for more than 5 minutes; Significant symptoms of eye fatigue reported by the user or detected by the system; Under high stress conditions (HRV is less than 60% of personal baseline value); On the contrary, if the user is in a low activation state (HRV is close to or higher than the personal baseline value, and SCL is maintained within 1-2 times the baseline value), the system will suggest an appropriate increase in the stimulation intensity or a combination of multiple stimulation methods to improve the treatment effect; it should be noted that this adjustment always follows the principle of gradualness to avoid the discomfort that may be caused by sudden changes.

[0056] Furthermore, the system also includes a storage module, which is used to record the data of the treatment process, and performs encrypted storage and access control to ensure data security; wherein, encrypted storage: the treatment data is encrypted and stored in a local device or a secure cloud server; access control: dual identity authentication is used to ensure data security;

[0057] The recorded data include: automatic recording of the progress of each treatment, including the content of traumatic memories, changes in emotional scores, and stimulation parameters used.

[0058] The data of the entire process is securely stored for subsequent analysis and treatment reference.

[0059] The digital treatment processing system based on multimodality and intelligent monitoring provided by the embodiment of the present invention has the following advantages: By combining eye movement desensitization and reprocessing with multimodal and intelligent monitoring; while starting multimodal bilateral stimulation, real-time emotion monitoring is performed, and according to the monitoring results, the system automatically adjusts the bilateral stimulation parameters to achieve adaptive adjustment of personalized solutions, so as to ensure the safety and effectiveness of the entire process; This reduces dependence on professional therapists and improves the accessibility of EMDR treatment; enhances the treatment effect through multimodal stimulation and provides a more comprehensive sensory experience; uses real-time emotion monitoring to make timely adjustments to ensure treatment safety; automated usage improves convenience and is suitable for home-based independent treatment; and can make personalized adaptive adjustments based on monitoring conditions to meet the needs of different users.

[0060] Correspondingly, based on the same inventive concept, the present application also provides a digital treatment method based on multimodality and intelligent monitoring. Figure 2 , a flowchart of a digital therapy processing method based on multimodality and intelligent monitoring is provided. Since the method embodiment is basically similar to the system embodiment, the description is relatively simple, and the relevant parts can be referred to the partial description of the system embodiment. The method embodiment described below is only illustrative.

[0061] like Figure 2 As shown, a digital therapy processing method based on multimodality and intelligent monitoring provided by an embodiment of the present invention is shown, which is applied to a digital therapy processing system based on multimodality and intelligent monitoring as described above, and the method includes:

[0062] S101, obtaining self-evaluation information input by a user;

[0063] S102, setting initial bilateral stimulation parameters according to the self-evaluation information;

[0064] S103, providing a comprehensive bilateral stimulation experience according to the initial bilateral stimulation parameters; wherein the bilateral stimulation experience combines visual, tactile and auditory stimulation;

[0065] S104, performing real-time emotional state monitoring based on the acquired monitoring data; wherein the monitoring data is obtained by monitoring an external intelligent device;

[0066] S105, automatically adjusting the bilateral stimulation parameters according to the real-time monitored emotional state in combination with a preset adjustment strategy to achieve personalized adaptive adjustment.

[0067] Wherein, the visual, tactile and auditory stimulations each include multiple groups of stimulations, and intervals are preset between different types of stimulations;

[0068] When the groups were given the same stimulus, the content of the execution was different between the groups.

[0069] The method also includes: performing a baseline test on the user before providing a comprehensive bilateral stimulation experience to obtain a corresponding personalized benchmark value, and transmitting the benchmark value to the self-adjustment module as a reference for subsequent automatic parameter adjustment.

[0070] Furthermore, the bilateral stimulation parameters are automatically adjusted according to the real-time monitored emotional state and a preset adjustment strategy, specifically including: When it is detected that the user's monitoring data is lower than the first threshold of the personal baseline value, it indicates that the user is in a high stress state, and the bilateral stimulation parameters are automatically reduced to reduce the stimulation intensity; at the same time, the time corresponding to a single time is shortened; When it is detected that the user's monitoring data rises rapidly and exceeds the second threshold of the personal baseline value, it indicates that the user is in a highly nervous state. At this time, the bilateral stimulation parameters are automatically adjusted to first pause the current visual stimulation and switch to a gentler auditory or tactile stimulation mode.

[0071] A digital therapy processing method based on multimodality and intelligent monitoring provided in an embodiment of the present invention is based on the same inventive concept as the digital therapy processing system based on multimodality and intelligent monitoring described above, and has the same beneficial effects, which will not be repeated here.

[0072] Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention, rather than to limit it. Although the present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that they can still modify the technical solutions described in the aforementioned embodiments, or replace some or all of the technical features therein by equivalents. These modifications or replacements do not make the essence of the corresponding technical solutions deviate from the scope of the technical solutions of the embodiments of the present invention, and they should all be included in the scope of the claims and specification of the present invention.

Claims

1. A digital treatment processing system based on multimodality and intelligent monitoring, characterized in that: Applied to intelligent terminals, the system includes: a data acquisition module, a setting module, a multimodal bilateral stimulation module, a monitoring module and a self-adjustment module; The data collection module is used to obtain the self-evaluation information input by the user; The setting module is used to set initial bilateral stimulation parameters according to the self-assessment information; The multimodal bilateral stimulation module is used to provide a comprehensive bilateral stimulation experience according to the initial bilateral stimulation parameters; wherein the bilateral stimulation experience combines visual, tactile and auditory stimulation; The monitoring module is used to perform real-time emotional state monitoring based on the acquired monitoring data when the system is working; wherein the monitoring data is obtained by monitoring an external intelligent device; The self-adjustment module is used to automatically adjust the bilateral stimulation parameters according to the real-time monitored emotional state in combination with a preset adjustment strategy to achieve personalized adaptive adjustment.

2. The system according to claim 1, characterized in that The system also includes a storage module, which is used to record data of the treatment process and perform encrypted storage and access control to ensure data security.

3. The system according to claim 1, characterized in that The visual, tactile and auditory stimuli each include multiple groups of stimuli, and intervals are preset between different types of stimuli.

4. The system according to claim 3, characterized in that When the groups were given the same stimulus, the content of the execution was different between the groups.

5. The system according to claim 4, characterized in that It also includes a benchmark module, which is used to perform a baseline test on the user before providing a comprehensive bilateral stimulation experience, obtain a corresponding personalized benchmark value, and transmit the benchmark value to the self-adjustment module as a reference for subsequent automatic adjustment of parameters.

6. The system according to claim 5, characterized in that According to the real-time monitored emotional state combined with the preset adjustment strategy, the bilateral stimulation parameters are automatically adjusted, specifically including: When it is detected that the user's monitoring data is lower than the first threshold of the personal baseline value, it indicates that the user is in a high stress state, and the bilateral stimulation parameters are automatically reduced to reduce the stimulation intensity; at the same time, the time corresponding to a single time is shortened; When it is detected that the user's monitoring data rises rapidly and exceeds the second threshold of the personal baseline value, it indicates that the user is in a highly nervous state. At this time, the bilateral stimulation parameters are automatically adjusted to first pause the current visual stimulation and switch to a gentler auditory or tactile stimulation mode.

7. A digital treatment method based on multimodality and intelligent monitoring, characterized in that: The method applied to the digital treatment processing system based on multimodality and intelligent monitoring as described in claim 1 comprises: Obtain the self-evaluation information input by the user; setting initial bilateral stimulation parameters according to the self-assessment information; Providing a comprehensive bilateral stimulation experience according to the initial bilateral stimulation parameters; wherein the bilateral stimulation experience combines visual, tactile and auditory stimulation; Performing real-time emotional state monitoring based on acquired monitoring data; wherein the monitoring data is obtained through monitoring by an external intelligent device; According to the real-time monitored emotional state combined with a preset adjustment strategy, the bilateral stimulation parameters are automatically adjusted to achieve personalized adaptive adjustment.

8. The method according to claim 7, characterized in that The visual, tactile and auditory stimuli each include multiple groups of stimuli, and intervals are preset between different types of stimuli; When the groups were given the same stimulus, the content of the execution was different between the groups.

9. The method according to claim 7, characterized in that The method further comprises: Before providing a comprehensive bilateral stimulation experience, a baseline test is performed on the user to obtain a corresponding personalized benchmark value, and the benchmark value is transmitted to the self-adjustment module as a reference for subsequent automatic parameter adjustment.

10. The method according to claim 9, characterized in that According to the real-time monitored emotional state combined with the preset adjustment strategy, the bilateral stimulation parameters are automatically adjusted, specifically including: When it is detected that the user's monitoring data is lower than the first threshold of the personal baseline value, it indicates that the user is in a high stress state, and the bilateral stimulation parameters are automatically reduced to reduce the stimulation intensity; at the same time, the time corresponding to a single time is shortened; When it is detected that the user's monitoring data rises rapidly and exceeds the second threshold of the personal baseline value, it indicates that the user is in a highly nervous state. At this time, the bilateral stimulation parameters are automatically adjusted to first pause the current visual stimulation and switch to a gentler auditory or tactile stimulation mode.

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