Processing system and equipment for sleep disorder intervention and storage medium
By designing a processing system for sleep disorders, automatically collecting and analyzing CBTI treatment data and generating sleep management recommendation reports, the problems of patient memory and recording difficulties and subjective description errors in CBTI therapy are solved, and more efficient sleep management and personality are achieved Metatherapeutic effect.
Patent Information
- Application Number
- CN202411427066.9
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-10-14
- Publication Date
- 2025-01-03
AI Technical Summary
During the existing CBTI therapy treatment process, patients need to remember and record treatment plans. Patients who lack professional information processing ability and self-control ability are difficult to cooperate effectively, resulting in poor treatment results. The sleep conditions that rely on the patient's subjective description may not match the actual situation. , resulting in the treatment plan not meeting actual needs.
A processing system for sleep disorder intervention is designed, including user terminals and sleep intervention analysis devices, which automatically collect and analyze patients' CBTI treatment period data information, generate sleep management recommendation reports, help patients self-manage sleep and reduce treatment plans. Difficulty and assist contacts with IM to optimize reports to suit individual needs.
It realizes automated sleep data collection and analysis, generates personalized sleep management recommendation reports, reduces the difficulty of patients in handling treatment plans, and assists in optimizing reports through IM, improving the adaptability and accuracy of treatment effects.
Smart Images

Figure CN119252437A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the technical field of information processing systems, and in particular to a processing system, device and storage medium for intervention of sleep disorders. Background Art
[0002] Sleep disorder refers to a subjective experience in which an individual is dissatisfied with sleep time and / or sleep quality under appropriate sleep opportunities and environment, and this affects daytime function or causes physical discomfort. It may include symptoms such as difficulty falling asleep, sleep maintenance disorders, sleep interruptions, waking up at night, and lack of sleep. Sleep disorders may affect a person's physical and mental health and the quality of daily life. A large number of people have sleep disorders. For example, sleep disorders in pregnant women are a common problem. The causes of sleep disorders in pregnant women may involve multiple aspects, including psychological changes, psychological factors, living habits, and environmental factors. It not only affects the daytime work and emotional state of pregnant women, but may also have a negative impact on the health of mothers and babies. Sleep disorders during pregnancy are associated with an increased risk of non-psychotic mental disorders such as depression and anxiety.
[0003] Treatments for sleep disorders can include drug therapy and non-drug therapy. Drug therapy includes hypnotic drugs, sedatives, etc. These drugs can help improve sleep, but there are risks of side effects and dependence. Non-drug treatments mainly include cognitive behavioral therapy CBTI (Cognitive Behavioral Therapy for Insomnia), exercise intervention, relaxation training, psychological counseling and treatment, etc. For patients with sleep disorders, especially pregnant women, considering the potential risks of drug therapy to the human body / fetus, non-drug therapy is currently recommended for the treatment of sleep disorders in pregnant women, among which cognitive behavioral therapy CBTI is more commonly used. Cognitive behavioral therapy CBTI is a cognitive behavioral therapy for insomnia symptoms. This therapy mainly helps patients change their bad sleeping habits and negative sleep cognitions to improve their sleep quality. CBTI therapy can usually include a variety of intervention methods such as sleep restriction, sleep health education, cognitive reconstruction, behavioral training, sleep diary, etc., which are suitable for various types of insomnia symptoms. On the one hand, it can effectively improve the patient's sleep quality and avoid the side effects and dependence that may be caused by drug therapy. On the other hand, CBTI therapy is a relatively short treatment period, which can significantly improve patients' sleep problems within 4-8 weeks, and has significant efficacy and sustainability. At the same time, CBTI therapy can also help patients establish healthy sleep habits and improve sleep quality, thereby continuously improving patients' quality of life.
[0004] With the promotion of CBTI therapy, the prior art also provides some technical solutions for sleep cognitive behavioral therapy. As an example, Chinese patent application CN202311087783.7 discloses a sleep cognitive behavioral therapy system based on a dynamic vectorized knowledge graph and a generative language model, including: a dynamic vectorized knowledge graph module: with preset knowledge graph information, mapping the entities and relationships of sleep cognitive behavioral therapy knowledge into dynamic vector representations, constructing a dynamic knowledge graph, matching the input sleep cognitive behavior with the entity and relationship mapping relationship of the knowledge graph, and if it does not match, updating the mapping relationship in the dynamic knowledge graph; a controllable language generation module: integrating the entity and relationship mapping in the dynamic knowledge graph with the natural language generation algorithm to generate the corresponding language expression; a CBTI therapy module: applied to a controllable language generation module based on a dynamic knowledge graph to output a treatment plan for sleep cognitive behavior. The above scheme realizes the functions of comprehensive monitoring of the patient's sleep condition, personalized diagnosis and treatment plan formulation, self-management and long-term follow-up through the comprehensive application of artificial intelligence, knowledge graphs and other technical means.
[0005] However, since the treatment time of CBTI therapy is a continuous process, patients are required to actively and continuously cooperate according to the treatment plan. Therefore, some requirements are put forward for patients. For example, patients may need to refer to the treatment plan, remember relevant treatment matters, and refer to the treatment plan for manual recording, information comparison and analysis to ensure the continuous implementation of the treatment plan. This is more difficult for some patients who lack professional information processing ability and self-control ability. Therefore, during and after the treatment, patients usually need to receive analysis, guidance and supervision from professionals, which will undoubtedly increase the cost of treatment, which may become an obstacle for some patients to receive treatment. On the other hand, during the CBTI treatment process, patients / professionals usually need to adjust the treatment plan according to the patient's actual sleep situation. The current way to obtain the patient's actual sleep situation is usually the patient's self-description, and the patient's individual description of sleep time, sleep quality and other characteristics is a subjective experience. The individual's description may be different from the actual situation, resulting in the CBTI therapy treatment plan may not meet the patient's actual needs. Summary of the invention
[0006] The purpose of the present invention is to overcome the shortcomings of the prior art and provide a processing system, device and storage medium for sleep disorder intervention. The processing system for sleep disorder intervention provided by the present invention includes a user terminal and a sleep intervention analysis device, wherein the user terminal is used to collect treatment period data information of sleep disorder patients during cognitive behavioral therapy (CBTI) treatment, and the sleep intervention analysis device is used to configure the patient's CBTI treatment requirement information, and then compare the patient's treatment period data information with the CBTI treatment requirement information corresponding to the aforementioned patient, obtain the difference information between the treatment period data information and the CBTI treatment requirement information, and generate a sleep management recommendation report including the treatment matter gap information to show to the patient. The present invention can automatically collect and analyze the patient's CBTI treatment period data information, and generate a sleep management recommendation report including the treatment matter gap information so that the patient can perform self-sleep management, reducing the difficulty of the patient in handling and completing the CBTI therapy treatment plan.
[0007] To achieve the above objectives, the present invention provides the following technical solutions: A processing system for sleep disorder intervention, the system comprising: The user terminal is used to collect treatment period data information of sleep disorder patients during cognitive behavioral therapy (CBTI) treatment; the treatment period data information includes patient data and treatment environment data; A sleep intervention analysis device is used to configure the patient's CBTI treatment requirement information, wherein the CBTI treatment includes multiple treatment items, and the CBTI treatment requirement information includes item requirement information corresponding to each treatment item; and receive the treatment period data information sent by the aforementioned user terminal, compare the treatment period data information with the CBTI treatment requirement information corresponding to the aforementioned patient, and when it is determined that the patient's treatment period data information does not meet the CBTI treatment requirements, obtain the difference information between the treatment period data information and the CBTI treatment requirement information, analyze the aforementioned difference information to obtain the patient's treatment item gap information; and generate a sleep management recommendation report including the aforementioned treatment item gap information.
[0008] Furthermore, the sleep management suggestion report is a sleep management suggestion list, in which the aforementioned treatment item gaps are displayed in the form of a data list; The sleep intervention analysis device outputs the sleep management suggestion report; and / or, after the sleep intervention analysis device sends the sleep management suggestion report to the user terminal, the sleep management suggestion report is output through the user terminal.
[0009] Further, the sleep intervention analysis device includes an initialization module, and the initialization module includes a CBTI treatment requirement configuration unit to configure the patient's CBTI treatment items and item requirement information; Among them, the configured treatment items include sleep stimulation control items, sleep restriction items, relaxation behavior training items, sleep cognitive reconstruction items, sleep diary items and sleep health care items. Corresponding to each treatment item, there are sleep stimulation control item requirements, sleep restriction item requirements, relaxation behavior training item requirements, sleep cognitive reconstruction item requirements, sleep diary item requirements and sleep health care item requirements.
[0010] Furthermore, after the aforementioned CBTI treatment is completed, the user terminal is further configured to: collect post-treatment data information of the patient, and send the post-treatment data information to the aforementioned sleep intervention analysis device, wherein the post-treatment data information includes patient data and treatment environment data; At this time, the sleep intervention analysis device is configured to: receive the post-treatment data information sent by the aforementioned user terminal, compare the post-treatment data information with the aforementioned sleep management recommendation report, and when it is determined that the patient's post-treatment data information does not conform to the content of the aforementioned sleep management recommendation report, output reminder data with behavior correction information to the patient, and change the aforementioned sleep management recommendation report or annotate the aforementioned sleep management recommendation report according to the reminder data to form an updated sleep management recommendation report.
[0011] Further, the sleep intervention analysis device includes a sleep assistance processing module, and the sleep assistance processing module is configured to: Obtaining a preset sleep management IM assistance standard, wherein the sleep management IM assistance standard is configured with sleep assistance types and contact characteristic standards corresponding to each sleep assistance type, wherein the sleep assistance types include relative assistance, sleep diagnosis and treatment assistance, and sleep confession assistance; and, Based on the associated IM tool, the IM contact object information of the patient in the aforementioned IM tool and the chat record information between each IM contact object and the patient are collected, and the collected information is semantically analyzed to obtain the label feature of each IM contact object. For each IM contact object, its label feature is compared with the contact feature standard of each sleep assistance type to determine whether the IM contact object meets the IM assistance standard and which type of sleep assistance it belongs to. If it is determined to meet the standard, the IM contact object is added to a preset IM assistance contact option list; and, The contact selection information of the patient for the aforementioned IM assistance contact option list is collected, the selected contact is set as the IM assistance contact of the patient, and the sleep assistance type of each IM assistance contact is displayed.
[0012] Furthermore, the sleep intervention analysis device includes an assistance optimization module, which is configured to: send the patient's sleep management suggestion report and treatment period data information to the IM assistance contact selected by the patient; and after collecting evaluation data fed back by each IM assistance contact on the sleep management suggestion report of the patient, generate an IM assistance contact evaluation data list; The evaluation data list can be used to correct or annotate the aforementioned sleep management recommendation report.
[0013] Furthermore, an assistance weight is set corresponding to each IM assistance contact, and the assistance weight is output in the aforementioned evaluation data list corresponding to each IM assistance contact to show the importance of the evaluation data fed back by the IM assistance contact; The assistance optimization module includes a level attribute setting unit and an assistance weight calculation unit; The level attribute setting unit is configured to: obtain the distance value between the patient and each IM assistance contact at the time collection point of the preset sleeping time period and non-sleeping time period based on the positioning technology; and, according to the preset distance threshold, filter out the IM assistance contacts whose distance values are within the distance threshold and set them as important-level assistance contacts, and set other IM assistance contacts as ordinary-level assistance contacts, wherein the important-level contacts include important contacts in the sleeping time period and important contacts in the non-sleeping time period, and different level values are configured for the ordinary-level assistance contacts, important contacts in the sleeping time period and important contacts in the non-sleeping time period, respectively; The assistance weight calculation unit is configured to: based on a mapping relationship between a preset level value and the assistance weight, obtain the assistance weight of the IM assistance contact according to the level of the IM assistance contact; wherein, for IM assistance contacts belonging to the same sleep assistance type, important contacts in the sleeping time period have a greater assistance weight than important contacts in the non-sleeping time period.
[0014] Furthermore, the patient's treatment data information and post-treatment data information are obtained, and the data in the treatment data information and post-treatment data information are classified according to the amount of data, and different levels of data are sent to each IM assistance contact according to the assistance weight of the aforementioned IM assistance contact.
[0015] The present invention also provides an electronic device, comprising: An initialization module, used to configure the patient's CBTI treatment requirement information, wherein the CBTI treatment includes a plurality of treatment items, and the CBTI treatment requirement information includes item requirement information corresponding to each treatment item; An information collection module is used to collect treatment period data information of sleep disorder patients during cognitive behavioral therapy (CBTI) treatment; the treatment period data information includes patient data and treatment environment data; A data comparison module is used to compare the aforementioned treatment period data information with the CBTI treatment requirement information corresponding to the aforementioned patient, and when it is determined that the patient's treatment period data information does not meet the CBTI treatment requirement, obtain difference information between the treatment period data information and the CBTI treatment requirement information, and analyze the aforementioned difference information to obtain treatment item gap information for the patient; The report generation module is used to generate a sleep management recommendation report including the aforementioned treatment matter gap information.
[0016] The present invention also provides a computer storage medium, wherein the computer storage medium stores a computer executable code, and after the computer executable code is executed, the functions of the aforementioned device can be realized.
[0017] Due to the adoption of the above technical solution, the present invention has the following advantages and positive effects compared with the prior art, as an example: the processing system for sleep disorder intervention provided by the present invention includes a user terminal and a sleep intervention analysis device, the user terminal is used to collect treatment period data information of sleep disorder patients during cognitive behavioral therapy CBTI treatment, the sleep intervention analysis device is used to configure the patient's CBTI treatment requirement information, and then compare the patient's treatment period data information with the CBTI treatment requirement information corresponding to the aforementioned patient, obtain the difference information between the treatment period data information and the CBTI treatment requirement information, and obtain the patient's treatment matter gap information, and generate a sleep management recommendation report including the treatment matter gap information to show to the patient. The present invention can automatically collect and analyze the patient's CBTI treatment period data information, and automatically generate a sleep management recommendation report including the treatment matter gap information so that the patient can perform self-sleep management, reducing the difficulty of the patient in handling and completing the CBTI therapy treatment plan.
[0018] On the other hand, the sleep intervention analysis device of the present invention also includes a sleep assistance processing module, which can automatically configure an IM assistance contact that matches the patient's needs in combination with the IM contact object in the patient's instant messaging IM (full name Instant Messaging) tool, assist the patient in sleep management and provide feedback on the observed patient's sleep information through the IM assistance contact, and can correct or annotate the patient's sleep management recommendation report based on the feedback information of the IM assistance contact, so as to make it more in line with the patient's actual situation. BRIEF DESCRIPTION OF THE DRAWINGS
[0019] Figure 1 A module structure diagram of a processing system for sleep disorder intervention provided by an embodiment of the present invention.
[0020] Figure 2 A schematic diagram of information processing of a sleep intervention analysis device provided in an embodiment of the present invention.
[0021] Figure 3 A logical flow chart of sleep disorder intervention through a device provided in an embodiment of the present invention. DETAILED DESCRIPTION
[0022] The following is a further detailed description of the processing system, device and storage medium for sleep disorder intervention disclosed in the present invention in conjunction with the accompanying drawings and specific embodiments. It should be noted that the technical features or combinations of technical features described in the following embodiments should not be considered isolated, and they can be combined with each other to achieve better technical effects. In the drawings of the following embodiments, the same reference numerals appearing in each drawing represent the same features or components, which can be applied to different embodiments. Therefore, once an item is defined in one drawing, it does not need to be further discussed in subsequent drawings.
[0023] It should be noted that the structures, proportions, sizes, etc. illustrated in the drawings of this specification are only used to match the contents disclosed in the specification for people familiar with this technology to understand and read, and are not used to limit the limiting conditions for the implementation of the invention. Any modification of the structure, change of the proportion relationship or adjustment of the size should fall within the scope of the technical content disclosed by the invention without affecting the effects and purposes that can be achieved by the invention. The scope of the preferred embodiments of the present invention includes other implementations, in which the functions can be performed in a substantially simultaneous manner or in a reverse order according to the functions involved, which should be understood by those skilled in the art of the technical field to which the embodiments of the present invention belong.
[0024] Techniques, methods, and devices known to those of ordinary skill in the relevant art may not be discussed in detail, but where appropriate, the techniques, methods, and devices should be considered a part of the authorization specification. In all examples shown and discussed herein, any specific values should be interpreted as merely exemplary and not as limiting. Therefore, other examples of the exemplary embodiments may have different values.
[0025] In the description of the embodiments of the present application, " / " means or, and "and / or" is used to describe the association relationship of associated objects, indicating that three relationships may exist. For example, "A and / or B" means: A and B exist alone, B exists alone, and A and B exist at the same time. In the description of the embodiments of the present application, "multiple" means two or more. Example
[0026] See also Figure 1As shown, a processing system for sleep disorder intervention provided by the present invention is provided, and the system includes a user terminal and a sleep intervention analysis device.
[0027] The user terminal is set for patients and is used to collect treatment period data information of sleep disorder patients during cognitive behavioral therapy (CBTI) treatment, and the treatment period data information includes patient data and treatment environment data.
[0028] The patient data includes various data related to the patient himself that may affect the patient's sleep condition, and specifically may include patient basic situation data, patient mental health data, patient self-report data, patient physiological health data, etc. As an example and not limitation, the patient basic situation data may include information such as the patient's gender, age, occupation, education, height, weight, and medical history; the patient mental health data may include various mental and psychological test data of the patient, such as anxiety disorders, depression test / assessment data, etc.; the patient self-report data refers to the patient's description / evaluation information of his own sleep condition; the patient physiological health data may include the patient's current various physiological signs data, such as blood pressure, heart rate, etc., which can reflect the patient's current physiological health status. Preferably, the patient basic situation data, patient mental health data, and patient self-report data can be uploaded by the user, such as the patient, or retrieved from a preset health database (the patient has registered in the health database and stored relevant data), and the patient's physiological health data is collected by the physiological monitoring module on the user terminal.
[0029] In a specific implementation, the user terminal is preferably a wearable device, which is worn on the patient, and stores the patient's identity information corresponding to the terminal identification number. The identity information of the patient currently wearing the terminal can be obtained through the terminal identification number. A physiological monitoring module is provided on the wearable device, and the physiological monitoring module is provided with various sensors for collecting and recording the physiological health data of the wearing user (sleep disorder patient) during treatment, including physiological health data during sleep time periods and non-sleep time periods. As an example, the physiological health data may include data such as body temperature, heart rate, blood pressure, respiratory rate, time of falling asleep, time of getting up, body movement (i.e., action behavior), etc. The body movement refers to the body movement of the wearer, such as body movements before and during sleep, which can be monitored by motion sensors and image acquisition devices (such as cameras).
[0030] The treatment environment data is the environmental data collected by the patient during the CBTI treatment process. In specific implementation, the treatment environment data can be collected by the environmental data monitoring module on the user terminal, and the environmental data monitoring module is used to collect and record the environmental data of the wearer (sleep disorder patient) during the treatment, including the environmental data of the sleep time period and the non-sleep time period. As an example, the environmental data can specifically include ambient temperature, ambient humidity, ambient noise, and ambient light intensity, etc. Correspondingly, the environmental data monitoring module can include sound sensors, light sensors (such as photosensors), temperature / humidity sensors, etc. to collect environmental data around the wearer.
[0031] The user terminal sends the uploaded / retrieved patient data files, data files recording physiological health data, and data files recording environmental data to the sleep intervention analysis device together with patient identity information (such as patient identity ID, which is unique and can distinguish the patient from other patients). The data files can be in text format, PDF document format, Word document format, Excel table format, image format, or other specified data formats.
[0032] The sleep intervention analysis device is used to configure the patient's CBTI treatment requirement information; and receive the treatment period data information sent by the aforementioned user terminal, compare the treatment period data information with the CBTI treatment requirement information corresponding to the aforementioned patient, and when it is determined that the patient's treatment period data information does not meet the CBTI treatment requirements, obtain the difference information between the treatment period data information and the CBTI treatment requirement information; and analyze the aforementioned difference information to obtain the patient's treatment matter gap information, and generate a sleep management recommendation report including the treatment matter gap information so that the patient can perform self-sleep management.
[0033] The CBTI treatment includes multiple treatment items, and corresponding item requirement information can be configured for each treatment item. Each treatment item can include multiple data items, and the CBTI treatment requirement information includes item requirement information corresponding to each treatment item.
[0034] In a specific implementation, the sleep intervention analysis device may include an initialization module, a data comparison module, a report generation module and a report output module.
[0035] The initialization module includes a CBTI treatment requirement configuration unit for the user to configure the patient's CBTI treatment items and item requirement information. In this embodiment, the user who configures the patient's CBTI treatment items and item requirement information can be the patient himself or someone else.
[0036] In this embodiment, according to the intervention method adopted by CBTI treatment, the configured treatment items may include sleep stimulation control items, sleep restriction items, relaxation behavior training items, sleep cognitive reconstruction items, sleep diary items and sleep health care items. Corresponding to each of the aforementioned treatment items, corresponding item requirement information is set respectively, including sleep stimulation control item requirements, sleep restriction item requirements, relaxation behavior training item requirements, sleep cognitive reconstruction item requirements, sleep diary item requirements and sleep health care item requirements. As an example and not a limitation, for example, the sleep stimulation control item requirement information may include requirements for the temperature, humidity, noise and ambient light intensity of the patient's sleeping environment; the sleep restriction item requirement information may include restrictions on the patient's sleeping time, sleeping time, and intense exercise before going to bed; the relaxation behavior training item requirement information may include the number and time requirements of the patient's muscle relaxation behavior, deep breathing behavior, meditation behavior, etc. before going to bed. Each item requirement information can be specifically configured by the user according to the actual situation of the patient's treatment needs, cognition, etc., and is not limited here. At the same time, when configuring the CBTI treatment requirement information through the initialization module, the data items that can be monitored by the user terminal preferably use the monitoring data, and the data items that cannot be monitored by the user terminal can require the user to directly enter the relevant data.
[0037] The CBTI treatment requirement information configured by the initialization module can be mapped and stored corresponding to the patient identity ID, and the corresponding CBTI treatment requirement information can be obtained through the patient identity ID.
[0038] The data comparison module is configured to: receive the patient's treatment period data information sent by the aforementioned user terminal, obtain the patient identity ID according to the terminal identification number of the user terminal, obtain the corresponding CBTI treatment requirement information according to the patient identity ID, and then compare the treatment period data information with the aforementioned CBTI treatment requirement information to determine whether the treatment period data information meets the aforementioned CBTI treatment requirements; when it is determined that the patient's treatment period data information does not meet the CBTI treatment requirements, obtain the difference information between the treatment period data information and the CBTI treatment requirement information, and analyze the aforementioned difference information to obtain the treatment item gap information of the patient.
[0039] The report generation module is used to generate a sleep management advice report including the aforementioned treatment item gap information based on a preset data format. Preferably, the sleep management advice report is a sleep management advice list, in which the aforementioned treatment item gaps are displayed in the form of a data list. The treatment item gap information includes all data item information that does not meet the requirements under each treatment item. As an example, for example, by analyzing the difference information, 12 data items that do not meet the requirements are extracted, and the 12 data items involve 3 treatment items, then the aforementioned 3 treatment items are output in the sleep management advice list, and the data items that do not meet the requirements are output respectively under the 3 treatment items, as well as the requirement standards corresponding to each data item.
[0040] The report output module is used to output and display the generated sleep management suggestion list locally. At this time, the sleep intervention analysis device may include a display structure, and the sleep management suggestion report is directly outputted through the display structure.
[0041] The report output module may also send the generated sleep management suggestion list to an associated user terminal, such as the aforementioned user terminal. At this time, the aforementioned sleep management suggestion report is outputted through the user terminal.
[0042] Preferably, after the aforementioned CBTI treatment is completed, the user terminal may also be configured to: collect post-treatment data information of the patient, and send the post-treatment data information to the aforementioned sleep intervention analysis device, wherein the post-treatment data information includes patient data and treatment environment data.
[0043] At this time, the sleep intervention analysis device is configured to: receive the post-treatment data information sent by the user terminal, compare the post-treatment data information with the sleep management suggestion report, and when it is determined that the patient's post-treatment data information does not conform to the content of the sleep management suggestion report, output reminder data with behavior correction information to the patient, and modify or annotate the sleep management suggestion report according to the reminder data, and form an updated sleep management suggestion report to output to the patient. In this way, the patient can continue to perform sleep self-management after the CBTI treatment ends and maintain good sleep behavior.
[0044] In another implementation of this embodiment, the sleep intervention analysis device may further include a sleep assistance processing module.
[0045] The sleep assistance processing module is configured to: obtain a preset sleep management IM (instant communication) assistance standard, wherein the sleep management IM assistance standard is configured with sleep assistance types and contact feature standards corresponding to each sleep assistance type, wherein the sleep assistance types include relative assistance, sleep diagnosis and treatment assistance, and sleep confession assistance; and, based on the associated IM tool, collect the patient's IM contact object information in the aforementioned IM tool and the chat record information between each IM contact object and the patient, perform semantic analysis on the collected information to obtain a label feature of each IM contact object, for each IM contact object, compare its label feature with the contact feature standard of each sleep assistance type to determine whether the IM contact object meets the IM assistance standard and which type of sleep assistance it belongs to, and if it is determined to meet the standard, add the IM contact object to a preset IM assistance contact option list; and, collect the patient's contact selection information for the aforementioned IM assistance contact option list, set the selected contact as the patient's IM assistance contact, and display the sleep assistance type of each IM assistance contact.
[0046] When specifically set, the sleep management IM assistance standard can be preset by the user or the system. Preferably, the initialization module can include an IM assistance standard configuration unit, through which the patient can set the IM tool he or she wishes to associate with, the sleep assistance type he or she wishes to set, and the contact feature standards corresponding to each sleep assistance type.
[0047] The associated IM tool can be selected by the patient according to a list of selectable IM tools provided by the system. For example, the patient can select IM tools such as WeChat and QQ from the list as the associated IM tool.
[0048] The default types of the sleep assistance types are the aforementioned three types, and patients can make personalized choices based on actual needs, such as selecting one or more types. A contact feature standard configuration column can be set for each sleep assistance type, and patients can enter their specific requirements for the assistance contacts of that type through the contact feature standard configuration column. As an example, the patient can set the contact feature standard corresponding to the assistance contact of the relative assistance type to "the contact object is my current spouse", and set the contact feature standard corresponding to the assistance contact of the sleep confession assistance type to "the contact object is my colleague in the same office".
[0049] The sleep assistance processing module can read the patient's WeChat tool address book and communication information after the patient's authorization based on the associated IM tool selected by the patient, such as WeChat, and then obtain the patient's IM contact object information in the address book and the chat record information between each IM contact object and the patient, and obtain the label features of each IM contact object after semantic analysis of the collected IM contact object information and chat record information. The label features are used to identify the characteristics of the IM contact object. For example, it can be the relationship characteristics between the IM contact and the patient, such as spouse, mother, father, brother, sister, close friend, boyfriend / girlfriend, colleague, leader, family doctor, etc., or it can be the occupational characteristics of the IM contact, such as psychologist, psychiatrist, body coach, yoga teacher, etc. Of course, it can also be other preset feature identifiers, such as gender, age group (children, young people, middle-aged people, elderly people), hobbies, etc.
[0050] For each IM contact object, its label feature is compared with the contact feature standard of each sleep assistance type to determine whether the IM contact object meets the IM assistance standard and which sleep assistance type it belongs to. If it is determined to meet the standard, the IM contact object is added to the preset IM assistance contact option list. The IM assistance contact option list is output to the patient, and the patient's contact selection information for the aforementioned IM assistance contact option list is collected, and the contact object selected by the patient is set as the patient's IM assistance contact - for example, the patient selects his spouse, psychologist and two colleagues as IM assistance contacts, then there are 4 IM assistance contacts, and a distinguishing mark is added to the aforementioned 4 IM assistance contacts in the IM assistance contact option list to distinguish other unselected contact objects, and the sleep assistance type to which each IM assistance contact belongs is displayed corresponding to each IM assistance contact.
[0051] Preferably, in the address book of the patient's associated IM tool, the ITEM items corresponding to the four IM assistance contacts display a sleep assistance mark and a sleep assistance type to identify that the four contact objects are the patient's current IM assistance contacts.
[0052] In this embodiment, the sleep intervention analysis device may further include an assistance optimization module. The assistance optimization module is configured to: send the patient's sleep management suggestion report and treatment period data information to the aforementioned IM assistance contact through the aforementioned associated IM tool according to the aforementioned IM assistance contact selected by the patient; and after collecting the evaluation data of each IM assistance contact on the sleep management suggestion report of the aforementioned patient through the aforementioned associated IM tool, generate an IM assistance contact evaluation data list.
[0053] The assistance optimization module may also send the IM assistance contact evaluation data list to the report generation module, and the report generation module is further configured to: based on the received evaluation data list, modify or annotate the aforementioned sleep management recommendation report, thereby forming an updated sleep management recommendation report. The updated sleep management recommendation report is then sent to the patient end and / or the aforementioned IM assistance contact end (such as the IM client of the IM assistance contact) through the report output module, see Figure 2 shown.
[0054] In this way, combined with the currently popular IM tools, a sleep assistant that can match the patient's needs is automatically configured, and the patient's sleep management recommendation report can be corrected or annotated based on feedback information from multiple IM assistance contacts, so that it is more in line with the patient's actual situation, achieving the purpose of multi-party cooperation in sleep management.
[0055] In this embodiment, an assistance weight may also be set for each IM assistance contact, and the assistance weight is output in the aforementioned evaluation data list corresponding to each IM assistance contact to show the importance of the evaluation data fed back by the IM assistance contact, or the reference degree. Preferably, when updating the sleep management suggestion report according to the evaluation data, when there is a contradiction in the evaluation data of a certain data item from multiple IM assistance contacts, the evaluation data of the data item of the IM assistance contact with a large assistance weight is retained according to the assistance weight, and the evaluation data of the data item of the IM assistance contact with a small assistance weight is removed.
[0056] In one embodiment, the assistance weight can be set directly by the patient. For example, after selecting an IM assistance contact, the patient directly sets the assistance weight value of each IM assistance contact through the assistance weight setting bar. During the entire treatment process, the assistance weight value of each IM assistance contact remains unchanged.
[0057] In another embodiment, the assistance weight is calculated by the assistance optimization module according to the distance between the patient and the IM assistance contact.
[0058] At this time, the assistance optimization module may include a level attribute setting unit and an assistance weight calculation unit.
[0059] The level attribute setting unit is configured to: obtain the distance value between the patient and each IM assistance contact at the preset time collection points of the sleeping time period and the non-sleeping time period based on the positioning technology; and, according to the preset distance threshold, screen out the IM assistance contacts whose distance values are within the distance threshold and set them as important-level assistance contacts, and set other IM assistance contacts as ordinary-level assistance contacts, the important-level contacts include important contacts in the sleeping time period and important contacts in the non-sleeping time period, and different level values are configured for the ordinary-level assistance contacts, important contacts in the sleeping time period and important contacts in the non-sleeping time period, respectively.
[0060] The assistance weight calculation unit is configured to obtain the assistance weight of the IM assistance contact according to the level of the IM assistance contact based on a mapping relationship between a preset level value and an assistance weight. Among them, for IM assistance contacts belonging to the same sleep assistance type, important contacts in the sleep time period have a higher level value than important contacts in the non-sleep time period, and the corresponding assistance weight is greater.
[0061] In specific settings, the patient can set the information of the sleep time period and non-sleep time period planned by the initialization module. For example, based on the 24-hour time system, the sleep time period is set as a continuous time period of 22:00-6:00, and the non-sleep time period is set as a continuous time period of 6:01-21:59. Then, according to the CBTI treatment plan, a time collection point for the sleep time period and a time collection point for the non-sleep time period are set. For example, 24:00 on the first day after the start of CBTI treatment can be set as the sleep time collection point, and 10:00 on the first day after the start of CBTI treatment can be set as the non-sleep time collection point. When the aforementioned time collection points arrive, the distance value between the patient and each IM assistance contact at the positioning trigger time point is obtained based on the positioning technology. The IM assistance contacts whose distance values are within the preset distance threshold (which can be preset by the user or the system) are set as important assistance contacts, and other IM assistance contacts are set as ordinary assistance contacts. The important contacts include important contacts for the sleep time period and important contacts for the non-sleep time period.
[0062] Different level values are configured for the ordinary-level assistance contacts, important contacts in the sleep time period, and important contacts in the non-sleep time period. For example, ordinary-level assistance contacts correspond to the first level, important contacts in the non-sleep time period correspond to the second level, and important contacts in the sleep time period correspond to the third level. Then, based on the mapping relationship between the preset level value and the assistance weight, the assistance weight of the IM assistance contact can be obtained according to the level of each IM assistance contact. For example, the assistance weight corresponding to the first level is 0.3, the assistance weight corresponding to the second level is 0.6, and the assistance weight corresponding to the third level is 0.9.
[0063] For IM assistance contacts belonging to the same sleep assistance type, important contacts during the sleep period have a higher level than important contacts during the non-sleep period, and also correspond to a larger assistance weight value.
[0064] In another implementation of this embodiment, the patient's treatment data information and post-treatment data information can also be obtained, and after the data in the treatment data information and post-treatment data information are classified according to the size of the data, different levels of data are sent to each IM assistance contact according to the assistance weight of the aforementioned IM assistance contact.
[0065] Another embodiment of the present invention further provides an electronic device, including: An initialization module, used to configure the patient's CBTI treatment requirement information, wherein the CBTI treatment includes a plurality of treatment items, and the CBTI treatment requirement information includes item requirement information corresponding to each treatment item; An information collection module is used to collect treatment period data information of sleep disorder patients during cognitive behavioral therapy (CBTI) treatment; the treatment period data information includes patient data and treatment environment data; A data comparison module is used to compare the aforementioned treatment period data information with the CBTI treatment requirement information corresponding to the aforementioned patient, and when it is determined that the patient's treatment period data information does not meet the CBTI treatment requirement, obtain difference information between the treatment period data information and the CBTI treatment requirement information, and analyze the aforementioned difference information to obtain treatment item gap information for the patient; The report generation module is used to generate a sleep management recommendation report including the aforementioned treatment matter gap information.
[0066] See the logical flow chart of sleep disorder intervention through the above electronic devices for Figure 3 For other technical features, please refer to the description of the previous embodiment, which will not be repeated here.
[0067] The present invention also provides a computer storage medium, wherein the computer storage medium stores computer executable codes, and after the computer executable codes are executed, the functions of the aforementioned system can be realized.
[0068] The storage medium may include any medium that can store program codes, such as a USB flash drive, a mobile hard disk, a read only memory (ROM), a random access memory (RAM), a magnetic disk or an optical disk.
[0069] For other technical features, please refer to the description of the previous embodiment and will not be repeated here.
[0070] In the above description, the disclosure of the present invention is not intended to limit itself to these aspects. Rather, within the scope of the target protection of the present disclosure, the components can be selectively and operatively combined in any number. In addition, terms such as "include", "encompass" and "have" should be interpreted as inclusive or open by default, rather than exclusive or closed, unless they are explicitly defined to the contrary. All technical, scientific or other terms are consistent with the meanings understood by those skilled in the art, unless they are defined to the contrary. Common terms found in dictionaries should not be interpreted too idealistically or too impractically in the context of relevant technical documents, unless the present disclosure explicitly defines them as such. Any changes and modifications made by a person of ordinary skill in the field of the present invention based on the above disclosure belong to the scope of protection of the claims.
Claims
1. A processing system for sleep disorder intervention, characterized in that include: User terminal, used to collect treatment period data information of sleep disorder patients during cognitive behavioral therapy (CBTI) treatment; The treatment period data information includes patient data and treatment environment data; A sleep intervention analysis device is used to configure the patient's CBTI treatment requirement information, wherein the CBTI treatment includes multiple treatment items, and the CBTI treatment requirement information includes item requirement information corresponding to each treatment item; and receive the treatment period data information sent by the aforementioned user terminal, compare the treatment period data information with the CBTI treatment requirement information corresponding to the aforementioned patient, and when it is determined that the patient's treatment period data information does not meet the CBTI treatment requirements, obtain the difference information between the treatment period data information and the CBTI treatment requirement information, analyze the aforementioned difference information to obtain the patient's treatment item gap information; and generate a sleep management recommendation report including the aforementioned treatment item gap information.
2. The system according to claim 1, characterized in that: The sleep management suggestion report is a sleep management suggestion list, in which the aforementioned treatment item gaps are displayed in the form of a data list; The sleep intervention analysis device outputs the sleep management suggestion report; and / or, after the sleep intervention analysis device sends the sleep management suggestion report to the user terminal, the sleep management suggestion report is output through the user terminal.
3. The system according to claim 1, characterized in that: The sleep intervention analysis device includes an initialization module, and the initialization module includes a CBTI treatment requirement configuration unit to configure the patient's CBTI treatment items and item requirement information; Among them, the configured treatment items include sleep stimulation control items, sleep restriction items, relaxation behavior training items, sleep cognitive reconstruction items, sleep diary items and sleep health care items. Corresponding to each treatment item, there are sleep stimulation control item requirements, sleep restriction item requirements, relaxation behavior training item requirements, sleep cognitive reconstruction item requirements, sleep diary item requirements and sleep health care item requirements.
4. The system according to claim 1, characterized in that: After the aforementioned CBTI treatment is completed, the user terminal is further configured to: collect post-treatment data information of the patient, and send the post-treatment data information to the aforementioned sleep intervention analysis device, wherein the post-treatment data information includes patient data and treatment environment data; At this time, the sleep intervention analysis device is configured to: receive the post-treatment data information sent by the aforementioned user terminal, compare the post-treatment data information with the aforementioned sleep management recommendation report, and when it is determined that the patient's post-treatment data information does not conform to the content of the aforementioned sleep management recommendation report, output reminder data with behavior correction information to the patient, and change the aforementioned sleep management recommendation report or annotate the aforementioned sleep management recommendation report according to the reminder data to form an updated sleep management recommendation report.
5. The system according to any one of claims 1 to 4, characterized in that: The sleep intervention analysis device includes a sleep assistance processing module, and the sleep assistance processing module is configured to: Obtaining a preset sleep management IM assistance standard, wherein the sleep management IM assistance standard is configured with sleep assistance types and contact characteristic standards corresponding to each sleep assistance type, wherein the sleep assistance types include relative assistance, sleep diagnosis and treatment assistance, and sleep confession assistance; and, Based on the associated IM tool, the IM contact object information of the patient in the aforementioned IM tool and the chat record information between each IM contact object and the patient are collected, and the collected information is semantically analyzed to obtain the label feature of each IM contact object. For each IM contact object, its label feature is compared with the contact feature standard of each sleep assistance type to determine whether the IM contact object meets the IM assistance standard and which type of sleep assistance it belongs to. If it is determined to meet the standard, the IM contact object is added to the preset IM assistance contact option list; as well as, The contact selection information of the patient for the aforementioned IM assistance contact option list is collected, the selected contact is set as the IM assistance contact of the patient, and the sleep assistance type of each IM assistance contact is displayed.
6. The system according to claim 5, characterized in that: The sleep intervention analysis device includes an assistance optimization module, which is configured to: send the patient's sleep management suggestion report and treatment period data information to the IM assistance contact selected by the patient; and generate an IM assistance contact evaluation data list after collecting evaluation data fed back by each IM assistance contact on the sleep management suggestion report of the patient; The evaluation data list can be used to correct or annotate the aforementioned sleep management recommendation report.
7. The system according to claim 6, characterized in that: An assistance weight is set corresponding to each IM assistance contact, and the assistance weight is output in the aforementioned evaluation data list corresponding to each IM assistance contact to show the importance of the evaluation data fed back by the IM assistance contact; The assistance optimization module includes a level attribute setting unit and an assistance weight calculation unit; The level attribute setting unit is configured to: obtain the distance value between the patient and each IM assistance contact at the time collection point of the preset sleeping time period and non-sleeping time period based on the positioning technology; and, according to the preset distance threshold, filter out the IM assistance contacts whose distance values are within the distance threshold and set them as important-level assistance contacts, and set other IM assistance contacts as ordinary-level assistance contacts, wherein the important-level contacts include important contacts in the sleeping time period and important contacts in the non-sleeping time period, and different level values are configured for the ordinary-level assistance contacts, important contacts in the sleeping time period and important contacts in the non-sleeping time period, respectively; The assistance weight calculation unit is configured to: based on a mapping relationship between a preset level value and the assistance weight, obtain the assistance weight of the IM assistance contact according to the level of the IM assistance contact; wherein, for IM assistance contacts belonging to the same sleep assistance type, important contacts in the sleeping time period have a greater assistance weight than important contacts in the non-sleeping time period.
8. The system according to claim 7, characterized in that: The patient's treatment data information and post-treatment data information are obtained, and the data in the treatment data information and post-treatment data information are classified according to the amount of data, and different levels of data are sent to each IM assistance contact according to the assistance weight of the aforementioned IM assistance contact.
9. An electronic device, characterized in that include: An initialization module, used to configure the patient's CBTI treatment requirement information, wherein the CBTI treatment includes a plurality of treatment items, and the CBTI treatment requirement information includes item requirement information corresponding to each treatment item; The information collection module is used to collect the treatment period data information of patients with sleep disorders during the cognitive behavioral therapy (CBTI) treatment process; The treatment period data information includes patient data and treatment environment data; A data comparison module is used to compare the aforementioned treatment period data information with the CBTI treatment requirement information corresponding to the aforementioned patient, and when it is determined that the patient's treatment period data information does not meet the CBTI treatment requirement, obtain difference information between the treatment period data information and the CBTI treatment requirement information, and analyze the aforementioned difference information to obtain treatment item gap information for the patient; The report generation module is used to generate a sleep management recommendation report including the aforementioned treatment matter gap information.
10. A computer storage medium storing a computer executable code, wherein the computer executable code can realize the function of the device according to claim 9 after being executed.
Citation Information
Patent Citations
Patient medicine taking dynamic management method and device, and storage medium
CN112133397A
Sleep management method and system, intelligent mobile device and storage medium
CN114141330A
Method and device for generating insomnia cognitive behavior treatment scheme based on mind
CN115410688A
Sleep monitoring method based on intelligent pillow and related equipment
CN116869480A
Sleep cognitive behavior treatment system based on dynamic vectorization knowledge graph and generative language model
CN117373612A
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