Feedback control and audio and video combined tinnitus adjuvant therapy method and device

Abstract

The invention relates to a feedback control and audio and video combined tinnitus adjuvant therapy method, which comprises the following steps of: firstly, constructing a tinnitus therapy process set by combining audio and video related functions of multimedia, and constructing a basic tinnitus therapy scheme according to the tinnitus therapy process set; when a basic tinnitus treatment scheme is carried out for a user, the treatment cycle of the tinnitus treatment scheme can be adjusted according to the treatment feedback effect, and recommendation can be carried out according to the completed tinnitus treatment process and the tinnitus treatment process of a non-running tinnitus treatment scheme with concentrated tinnitus treatment processes. And a personalized tinnitus treatment process scheme is formulated for the user. According to the tinnitus treatment system and method, clear and easy-to-understand audios and videos can be combined during tinnitus treatment, so that patients can accept the tinnitus treatment system and method easily, remote treatment compliance is improved, curative effect tracking and intervention adjustment are achieved in cooperation with scoring and feedback mechanisms, the tinnitus treatment process can be pushed to the user, and then a personalized tinnitus treatment scheme is customized for the user.

Description

Technical Field

[0001] The present invention relates to the technical field related to tinnitus treatment, and in particular to a tinnitus auxiliary treatment method and device combining feedback control with audio and video. Background Art

[0002] Chronic subjective tinnitus (≥6 months) has a high incidence rate (9.8% to 16.0%) and is often accompanied by sleep disorders (80.0%) and anxiety and depression symptoms (41.6%), which seriously affect the quality of life. However, the current treatment for chronic subjective tinnitus mostly uses tinnitus sound masking therapy with varying efficacy. The latest tinnitus diagnosis and treatment guidelines recommend the use of cognitive behavioral therapy for tinnitus, but this cognitive behavioral therapy is often difficult for patients to understand through speech and requires long-term hospital visits for treatment, wasting a lot of time and money. Currently, tinnitus treatment platforms mostly use a single treatment and lack multimodal combinations; the degree of personalization is insufficient, and it is difficult to customize according to tinnitus frequency, emotional state or treatment response; there is a deep misunderstanding of tinnitus and insufficient knowledge of tinnitus, which affects treatment compliance and anxiety relief.

[0003] With the popularization of multimedia, the application of audio and video technology in tinnitus treatment can greatly improve the personalization of tinnitus treatment and also improve the efficacy;

[0004] How to integrate multimedia audio and video treatment processes into existing tinnitus treatments and form personalized treatment plans for users based on this is a problem that urgently needs to be solved in this field. Summary of the Invention

[0005] The purpose of the present invention is to address at least one of the deficiencies of the prior art and to provide a method and device for tinnitus auxiliary treatment that combines feedback control with audio and video.

[0006] In order to achieve the above object, the present invention adopts the following technical solutions:

[0007] Specifically, a tinnitus auxiliary treatment method combining feedback control with audio and video is proposed, including the following:

[0008] A tinnitus treatment process set is pre-constructed based on audio and video related functions, wherein each tinnitus treatment process in the tinnitus treatment process set is independent of each other, and a basic tinnitus treatment plan is determined, wherein the basic tinnitus treatment plan is N tinnitus treatment processes in the tinnitus treatment process set arranged in a sequential order, and initially the N tinnitus treatment processes are sequentially performed according to a period T;

[0009] Step 110, initializing and running the tinnitus treatment plan as the basic tinnitus treatment plan;

[0010] Step 120: Perform tinnitus treatment for the user according to the tinnitus treatment plan, and evaluate the treatment effect of the user to obtain an evaluation result when any tinnitus treatment process is completed;

[0011] Step 130: Update the period T according to the evaluation result;

[0012] In addition, when any tinnitus treatment process is completed, a tinnitus treatment process of a non-running tinnitus treatment plan in the tinnitus treatment process set is pushed to the user based on a preset personalized recommendation algorithm, the user's selection result is obtained, the running tinnitus treatment plan is updated according to the user's selection result, and the process goes to step 120 for execution in the order of the unfinished tinnitus treatment processes in the updated tinnitus treatment plan.

[0013] Further, specifically, the treatment effect of the user is evaluated to obtain the evaluation results, including:

[0014] Send the user a tinnitus bother scale THI, a visual analogue scale VAS, an anxiety and depression scale HAMD or HAMA, and a sleep quality scale PSQI, and obtain the user's tinnitus bother scale THI score, recorded as the THI score, the visual analogue scale VAS score, recorded as the VAS score, the anxiety and depression scale HAMD or HAMA score, recorded as the HAMD or HAMA score, and the sleep quality scale PSQI score, recorded as the PSQI score;

[0015] The THI score, VAS score, HAMD or HAMA score, and PSQI score are weighted and calculated according to preset weights to obtain a total score, and the total score is the evaluation result.

[0016] Furthermore, specifically, the weight relationships among the THI score, VAS score, HAMD or HAMA score, and PSQI score are determined based on the hierarchical analysis method.

[0017] Further, specifically, updating the period T according to the evaluation result includes:

[0018] The total score interval is divided into multiple sub-intervals, and a mapping relationship is established between each sub-interval and a period. The corresponding period is read through the pre-established mapping relationship according to the sub-interval where the evaluation result is located, and the period T is updated with the corresponding period.

[0019] Furthermore, specifically, based on a preset personalized recommendation algorithm, a tinnitus treatment process of a non-basic tinnitus treatment plan in the tinnitus treatment process set is pushed to the user, including:

[0020] Step 210: Count the completed tinnitus treatment process set I of the user in the tinnitus treatment program;

[0021] Step 220: Obtain unfinished tinnitus treatment processes in the tinnitus treatment process set and record them as unfinished tinnitus treatment process set J.

[0022] Step 230: Calculate the pairwise weights of all completed tinnitus treatment process sets I and uncompleted tinnitus treatment process sets J. i,j ;Weight i,j Represents the weight of wanting to complete tinnitus treatment process j after completing tinnitus treatment process i, and obtains the number of users Num who have completed tinnitus treatment process i and tinnitus treatment process j in the historical data i,j , then Weight i,j =Num i,j ;

[0023] Step 240: normalize all pairwise element weights as follows:

[0024]

[0025] Among them, MinWeight represents Weight i,j The minimum value in, MaxWeight represents Weight i,j The maximum value in ;

[0026] Step 250: Calculate the average value of the normalized pairwise element weights as follows:

[0027]

[0028] Where N is the weight of each element i,j the total number of

[0029] Step 260: Calculate the weight of each element i,j The compensation value M(i, j) is as follows,

[0030]

[0031] Step 270: Calculate the similarity between the currently completed tinnitus treatment process i and the tinnitus treatment process j in the non-running tinnitus treatment plan in the tinnitus treatment process set as follows:

[0032]

[0033] Among them, sim(i,j) represents the cosine similarity between tinnitus treatment process i and tinnitus treatment process j;

[0034] Step 280: The tinnitus treatment processes in the first M non-running tinnitus treatment solutions arranged from large to small are pushed to the user in sequence.

[0035] The present invention also provides a tinnitus auxiliary treatment device combining feedback control with audio and video, which applies the above-mentioned tinnitus auxiliary treatment method combining feedback control with audio and video, including the following:

[0036] An audio and video related functional module, specifically including a tinnitus science education module, a music therapy module, a cognitive behavioral therapy module, and a combined intervention module, is configured to pre-construct a tinnitus treatment process set based on the audio and video related functions, wherein each tinnitus treatment process in the tinnitus treatment process set is independent of each other, and to determine a basic tinnitus treatment plan, wherein the basic tinnitus treatment plan is a sequential arrangement of N tinnitus treatment processes in the tinnitus treatment process set, and initially, the N tinnitus treatment processes are performed sequentially according to a period T;

[0037] An initialization module, for initializing and running a tinnitus treatment plan as a basic tinnitus treatment plan;

[0038] A tinnitus treatment module, configured to perform tinnitus treatment for a user according to the tinnitus treatment plan, and to evaluate the treatment effect of the user upon completion of any tinnitus treatment process to obtain an evaluation result;

[0039] A period updating module, configured to update the period T according to the evaluation result;

[0040] In addition, when any tinnitus treatment process is completed, the tinnitus treatment process of the non-running tinnitus treatment plan in the tinnitus treatment process set is pushed to the user based on the preset personalized recommendation algorithm, the user's selection result is obtained, the running tinnitus treatment plan is updated according to the user's selection result, and the tinnitus treatment module is switched to operation in the order of the unfinished tinnitus treatment processes in the updated tinnitus treatment plan.

[0041] The beneficial effects of the present invention are:

[0042] The tinnitus auxiliary treatment method of the combined feedback control and audio and video provided by the present invention first combines the audio and video related functions of multimedia to construct a tinnitus treatment process set, and constructs a basic tinnitus treatment plan based on the tinnitus treatment process set. When performing the basic tinnitus treatment plan for the user, it can not only adjust the tinnitus treatment plan treatment cycle according to the treatment feedback effect, but also recommend tinnitus treatment processes based on the completed tinnitus treatment process and the tinnitus treatment process set of non-running tinnitus treatment plans, and then formulate a personalized tinnitus treatment process plan for the user. The present invention can combine clear and easy-to-understand audio and video during tinnitus treatment to make it easier for patients to accept, improve remote treatment compliance, cooperate with the scoring and feedback mechanism to achieve efficacy tracking and intervention adjustment, and can also push the tinnitus treatment process to the user, and then customize a personalized tinnitus treatment plan for the user. The tinnitus auxiliary treatment method of the combined feedback control and audio and video proposed by the present invention is suitable for home, outpatient and rehabilitation scenarios, supports multi-platform operation (mobile phone, tablet, PC), and is convenient for patients to continue tinnitus treatment at home, outpatient follow-up or during postoperative rehabilitation. BRIEF DESCRIPTION OF THE DRAWINGS

[0043] The above and other features of the present disclosure will become more apparent through a detailed description of the embodiments shown in conjunction with the accompanying drawings. The same reference numerals in the drawings of the present disclosure represent the same or similar output voltages. Obviously, the drawings described below are only some embodiments of the present disclosure. It is possible for a person skilled in the art to derive other drawings based on these drawings without inventive effort. In the drawings:

[0044] Figure 1 Shown is a flow chart of the tinnitus auxiliary treatment method combining feedback control with audio and video according to the present invention;

[0045] Figure 2 Shown is a flow chart of the tinnitus treatment process of pushing a non-basic tinnitus treatment plan in the tinnitus treatment process set to the user based on a preset personalized recommendation algorithm of the present invention. DETAILED DESCRIPTION

[0046] The following will be combined with the embodiments and drawings to clearly and completely describe the concept, specific structure and technical effects of the present invention so as to fully understand the purpose, scheme and effect of the present invention. It should be noted that the embodiments and features in the embodiments of this application can be combined with each other unless there is a conflict. The same reference numerals used throughout the drawings indicate the same or similar parts.

[0047] Reference Figure 1 In Example 1, the present invention proposes a tinnitus auxiliary treatment method combining feedback control with audio and video, including the following:

[0048] A tinnitus treatment process set is pre-constructed based on audio and video related functions, wherein each tinnitus treatment process in the tinnitus treatment process set is independent of each other, and a basic tinnitus treatment plan is determined, wherein the basic tinnitus treatment plan is N tinnitus treatment processes in the tinnitus treatment process set arranged in a sequential order, and initially the N tinnitus treatment processes are sequentially performed according to a period T;

[0049] Step 110, initializing and running the tinnitus treatment plan as the basic tinnitus treatment plan;

[0050] Step 120: Perform tinnitus treatment for the user according to the tinnitus treatment plan, and evaluate the treatment effect of the user to obtain an evaluation result when any tinnitus treatment process is completed;

[0051] Step 130: Update the period T according to the evaluation result;

[0052] In addition, when any tinnitus treatment process is completed, a tinnitus treatment process of a non-running tinnitus treatment plan in the tinnitus treatment process set is pushed to the user based on a preset personalized recommendation algorithm, the user's selection result is obtained, the running tinnitus treatment plan is updated according to the user's selection result, and the process goes to step 120 for execution in the order of the unfinished tinnitus treatment processes in the updated tinnitus treatment plan.

[0053] In this first embodiment, audio and video functions (such as tinnitus education audio and video, music therapy audio and video, cognitive behavioral therapy audio and video, and combined intervention audio and video) are first quantitatively divided into multiple tinnitus treatment processes, thereby forming a tinnitus treatment process set. From these processes, a selection of tinnitus treatment processes is then selected to construct a basic tinnitus treatment plan. When each user undergoes treatment, the tinnitus treatment processes are first executed sequentially according to the basic tinnitus treatment plan. After each tinnitus treatment process is completed, feedback on the treatment effect of that tinnitus treatment process is obtained, and the execution cycle of the tinnitus treatment process is adjusted based on the feedback. Furthermore, each time a tinnitus treatment process is completed, a push algorithm is used to find multiple top-ranked pushed tinnitus treatment processes from the non-active tinnitus treatment plans in the tinnitus treatment process set for the user to select. After the user selects one of these processes, it is added to the active tinnitus treatment plan as the next tinnitus treatment process to be executed, thereby forming a personalized tinnitus treatment plan for the user.

[0054] Diversified and personalized treatment management is customized according to the patient's tinnitus condition and whether it is accompanied by other psycho-neurological symptoms. It provides a variety of treatment plans, dynamically combines treatment content, and formulates personalized intervention paths.

[0055] In addition, the tinnitus auxiliary treatment method proposed in the present invention, which combines feedback control with audio and video, is suitable for home, outpatient and rehabilitation scenarios, and supports multi-platform operation (mobile phones, tablets, PCs), making it convenient for patients to continue therapeutic intervention at home, during outpatient follow-up or postoperative rehabilitation.

[0056] As a preferred embodiment of the present invention, specifically, the treatment effect evaluation of the user is performed to obtain the evaluation result, including:

[0057] Send the user a tinnitus bother scale THI, a visual analogue scale VAS, an anxiety and depression scale HAMD or HAMA, and a sleep quality scale PSQI, and obtain the user's tinnitus bother scale THI score, recorded as the THI score, the visual analogue scale VAS score, recorded as the VAS score, the anxiety and depression scale HAMD or HAMA score, recorded as the HAMD or HAMA score, and the sleep quality scale PSQI score, recorded as the PSQI score;

[0058] The THI score, VAS score, HAMD or HAMA score, and PSQI score are weighted according to preset weights to obtain a total score, which is the evaluation result. The weight relationship between the THI score, VAS score, HAMD or HAMA score, and PSQI score is determined based on the hierarchical analysis method.

[0059] In this preferred embodiment, the evaluation results of the Tinnitus Bother Inventory (THI), Visual Analog Scale (VAS), Anxiety and Depression Scale (HAMD / HAMA), and Sleep Quality Scale (PSQI) are pre-weighted using the hierarchical analysis method. Then, the total score of each scale is calculated by obtaining the user's self-assessment scores to evaluate the treatment results, thereby adjusting the subsequent tinnitus treatment cycle and improving the treatment effect to a certain extent.

[0060] As a preferred embodiment of the present invention, specifically, updating the period T according to the evaluation result includes:

[0061] The total score interval is divided into multiple sub-intervals, and a mapping relationship is established between each sub-interval and a period. The corresponding period is read through the pre-established mapping relationship according to the sub-interval where the evaluation result is located, and the period T is updated with the corresponding period.

[0062] Reference Figure 2 As a preferred embodiment of the present invention, specifically, a tinnitus treatment process of a non-basic tinnitus treatment plan in a tinnitus treatment process set is pushed to the user based on a preset personalized recommendation algorithm, including:

[0063] Step 210: Count the completed tinnitus treatment process set I of the user in the tinnitus treatment program;

[0064] Step 220: Obtain unfinished tinnitus treatment processes in the tinnitus treatment process set and record them as unfinished tinnitus treatment process set J.

[0065] Step 230: Calculate the pairwise weights of all completed tinnitus treatment process sets I and uncompleted tinnitus treatment process sets J. i,j ;Weight i,j Represents the weight of wanting to complete tinnitus treatment process j after completing tinnitus treatment process i, and obtains the number of users Num who have completed tinnitus treatment process i and tinnitus treatment process j in the historical data i,j , then Weight i,j =Num i,j ;

[0066] Step 240: normalize all pairwise element weights as follows:

[0067]

[0068] Among them, MinWeight represents Weight i,j The minimum value in, MaxWeight represents Weight i,j The maximum value in ;

[0069] Step 250: Calculate the average value of the normalized pairwise element weights as follows:

[0070]

[0071] Where N is the weight of each element i,j the total number of

[0072] Step 260: Calculate the weight of each element i,j The compensation value M(i, j) is as follows,

[0073]

[0074] Step 270: Calculate the similarity between the currently completed tinnitus treatment process i and the tinnitus treatment process j in the non-running tinnitus treatment plan in the tinnitus treatment process set as follows:

[0075]

[0076] Wherein, sim(i,j) represents the cosine similarity between tinnitus treatment process i and tinnitus treatment process j; wherein a preferred implementation of sim(i,j) is

[0077]

[0078] Where N(i) and N(j) are the sets of users who like tinnitus treatment process i and tinnitus treatment process j in the preliminary experiment, respectively, and |x| represents the modulo operation of the variable x;

[0079] Step 280: The tinnitus treatment processes in the first M non-running tinnitus treatment solutions arranged from large to small are pushed to the user in sequence.

[0080] In this preferred embodiment, the current scheme for similarity matching to push interest items is basically based directly on cosine similarity. Pushing is performed directly based on the popularity of the items to be pushed. Although this method can push personalized push items to users to a certain extent, in the case of a specific target push item group such as the tinnitus treatment process set, the push effect is not good because only the cosine similarity between each pair is considered. By compensating for the similarity between each pair based on the global tinnitus treatment process set in the above method, the push effect can be improved.

[0081] The present invention also provides a tinnitus auxiliary treatment device combining feedback control with audio and video, which applies the above-mentioned tinnitus auxiliary treatment method combining feedback control with audio and video, including the following:

[0082] An audio and video related functional module, specifically including a tinnitus science education module, a music therapy module, a cognitive behavioral therapy module, and a combined intervention module, is configured to pre-construct a tinnitus treatment process set based on the audio and video related functions, wherein each tinnitus treatment process in the tinnitus treatment process set is independent of each other, and to determine a basic tinnitus treatment plan, wherein the basic tinnitus treatment plan is a sequential arrangement of N tinnitus treatment processes in the tinnitus treatment process set, and initially, the N tinnitus treatment processes are performed sequentially according to a period T;

[0083] An initialization module, for initializing and running a tinnitus treatment plan as a basic tinnitus treatment plan;

[0084] A tinnitus treatment module, configured to perform tinnitus treatment for a user according to the tinnitus treatment plan, and to evaluate the treatment effect of the user upon completion of any tinnitus treatment process to obtain an evaluation result;

[0085] A period updating module, configured to update the period T according to the evaluation result;

[0086] In addition, when any tinnitus treatment process is completed, the tinnitus treatment process of the non-running tinnitus treatment plan in the tinnitus treatment process set is pushed to the user based on the preset personalized recommendation algorithm, the user's selection result is obtained, the running tinnitus treatment plan is updated according to the user's selection result, and the tinnitus treatment module is switched to operation in the order of the unfinished tinnitus treatment processes in the updated tinnitus treatment plan.

[0087] The modules described as separate components may or may not be physically separate, and the components shown as modules may or may not be physical modules, that is, they may be located in one place or distributed across multiple network modules. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution in this embodiment.

[0088] In addition, the functional modules in various embodiments of the present invention may be integrated into a single processing module, or each module may exist physically separately, or two or more modules may be integrated into a single module. The aforementioned integrated modules may be implemented in the form of hardware or software functional modules.

[0089] If the integrated module is implemented in the form of a software functional module and sold or used as an independent product, it can be stored in a computer-readable storage medium. Based on this understanding, the present invention implements all or part of the process in the above-mentioned embodiment method, and can also be completed by instructing the relevant hardware through a computer program. The computer program can be stored in a computer-readable storage medium, and the computer program can implement the steps of the above-mentioned various method embodiments when executed by the processor. Among them, the computer program includes computer program code, and the computer program code can be in source code form, object code form, executable file or some intermediate form. The computer-readable medium may include: any entity or device that can carry the computer program code, recording medium, U disk, mobile hard disk, magnetic disk, optical disk, computer memory, read-only memory (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), electrical carrier signal, telecommunication signal and software distribution medium, etc.

[0090] Although the present invention has been described in considerable detail and with particularity with respect to several described embodiments, it is not intended to be limited to any of these details or embodiments or any particular embodiment, but rather should be construed as providing a broad possible interpretation of these claims in view of the prior art by reference to the appended claims, thereby effectively encompassing the intended scope of the invention. In addition, the invention has been described above in terms of embodiments foreseen by the inventors for the purpose of providing a useful description, and those insubstantial modifications of the invention that are not currently foreseen may still represent equivalent modifications of the invention.

[0091] The above description is merely a preferred embodiment of the present invention. The present invention is not limited to the above-described embodiments. As long as the technical effects of the present invention are achieved by the same means, they shall fall within the scope of protection of the present invention. Within the scope of protection of the present invention, various modifications and variations of the technical solutions and / or implementation methods may be made.

Claims

1. A tinnitus auxiliary treatment method combining feedback control with audio and video, characterized in that: These include: A tinnitus treatment process set is pre-constructed based on audio and video related functions, wherein each tinnitus treatment process in the tinnitus treatment process set is independent of each other, and a basic tinnitus treatment plan is determined, wherein the basic tinnitus treatment plan is N tinnitus treatment processes in the tinnitus treatment process set arranged in a sequential order, and initially the N tinnitus treatment processes are sequentially performed according to a period T; Step 110, initializing and running the tinnitus treatment plan as the basic tinnitus treatment plan; Step 120: Perform tinnitus treatment for the user according to the tinnitus treatment plan, and evaluate the treatment effect of the user to obtain an evaluation result when any tinnitus treatment process is completed; Step 130: Update the period T according to the evaluation result; In addition, when any tinnitus treatment process is completed, a tinnitus treatment process of a non-running tinnitus treatment plan in the tinnitus treatment process set is pushed to the user based on a preset personalized recommendation algorithm, the user's selection result is obtained, the running tinnitus treatment plan is updated according to the user's selection result, and the process goes to step 120 for execution in the order of the unfinished tinnitus treatment processes in the updated tinnitus treatment plan.

2. The tinnitus auxiliary treatment method combining feedback control and audio and video according to claim 1 is characterized in that: Specifically, the treatment effect of the user is evaluated to obtain the evaluation results, including: Send the user a tinnitus bother scale THI, a visual analogue scale VAS, an anxiety and depression scale HAMD or HAMA, and a sleep quality scale PSQI, and obtain the user's tinnitus bother scale THI score, recorded as the THI score, the visual analogue scale VAS score, recorded as the VAS score, the anxiety and depression scale HAMD or HAMA score, recorded as the HAMD or HAMA score, and the sleep quality scale PSQI score, recorded as the PSQI score; The THI score, VAS score, HAMD or HAMA score, and PSQI score are weighted and calculated according to preset weights to obtain a total score, and the total score is the evaluation result.

3. The tinnitus auxiliary treatment method combining feedback control and audio and video according to claim 2 is characterized in that: Specifically, the weight relationships among the THI score, VAS score, HAMD or HAMA score, and PSQI score were determined based on the analytic hierarchy process.

4. The tinnitus auxiliary treatment method combining feedback control and audio and video according to claim 2, characterized in that: Specifically, updating the period T according to the evaluation result includes: The total score interval is divided into multiple sub-intervals, and a mapping relationship is established between each sub-interval and a period. The corresponding period is read through the pre-established mapping relationship according to the sub-interval where the evaluation result is located, and the period T is updated with the corresponding period.

5. The tinnitus auxiliary treatment method combining feedback control and audio and video according to claim 1 is characterized in that: Specifically, based on the preset personalized recommendation algorithm, the tinnitus treatment process of the non-basic tinnitus treatment plan in the tinnitus treatment process set is pushed to the user, including: Step 210: Count the completed tinnitus treatment process set I of the user in the tinnitus treatment program; Step 220: Obtain unfinished tinnitus treatment processes in the tinnitus treatment process set and record them as unfinished tinnitus treatment process set J. Step 230: Calculate the pairwise weights of all completed tinnitus treatment process sets I and uncompleted tinnitus treatment process sets J. i,j ;Weight i,j Represents the weight of wanting to complete tinnitus treatment process j after completing tinnitus treatment process i, and obtains the number of users Num who have completed tinnitus treatment process i and tinnitus treatment process j in the historical data i,j , then Weight i,j =Num i,j ; Step 240: normalize all pairwise element weights as follows: Among them, MinWeight represents Weight i,j The minimum value in, MaxWeight represents Weight i,j The maximum value in ; Step 250: Calculate the average value of the normalized pairwise element weights as follows: Where N is the weight of each element i,j the total number of Step 260: Calculate the weight of each element i,j The compensation value M(i, j) is as follows, Step 270: Calculate the similarity between the currently completed tinnitus treatment process i and the tinnitus treatment process j in the non-running tinnitus treatment plan in the tinnitus treatment process set as follows: Among them, sim(i,j) represents the cosine similarity between tinnitus treatment process i and tinnitus treatment process j; Step 280: The tinnitus treatment processes in the first M non-running tinnitus treatment solutions arranged from large to small are pushed to the user in sequence.

6. A tinnitus auxiliary treatment device combining feedback control with audio and video, characterized in that: A tinnitus auxiliary treatment method using any one of claims 1-5 combined with feedback control and audio and video, comprising the following: An audio and video related functional module, specifically including a tinnitus science education module, a music therapy module, a cognitive behavioral therapy module, and a combined intervention module, is configured to pre-construct a tinnitus treatment process set based on the audio and video related functions, wherein each tinnitus treatment process in the tinnitus treatment process set is independent of each other, and to determine a basic tinnitus treatment plan, wherein the basic tinnitus treatment plan is a sequential arrangement of N tinnitus treatment processes in the tinnitus treatment process set, and initially, the N tinnitus treatment processes are performed sequentially according to a period T; An initialization module, for initializing and running a tinnitus treatment plan as a basic tinnitus treatment plan; A tinnitus treatment module, configured to perform tinnitus treatment for a user according to the tinnitus treatment plan, and to evaluate the treatment effect of the user upon completion of any tinnitus treatment process to obtain an evaluation result; A period updating module, configured to update the period T according to the evaluation result; In addition, when any tinnitus treatment process is completed, the tinnitus treatment process of the non-running tinnitus treatment plan in the tinnitus treatment process set is pushed to the user based on the preset personalized recommendation algorithm, the user's selection result is obtained, the running tinnitus treatment plan is updated according to the user's selection result, and the tinnitus treatment module is switched to operation in the order of the unfinished tinnitus treatment processes in the updated tinnitus treatment plan.

Images