Medicine taking reminding method, device and equipment based on hearing aid, storage medium and computer program product
By integrating predictive models and sensors in hearing aids, prediction and monitoring reminders of medication behavior are achieved, and the problem of single hearing aids function is solved and its auxiliary role in health management is enhanced.
Patent Information
- Application Number
- CN202411461440.7
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-10-18
- Publication Date
- 2025-03-04
AI Technical Summary
The existing hearing aids have a single function, mainly focusing on sound gain and hearing compensation, and lack auxiliary roles in daily life.
By integrating predictive models and sensors in hearing aids, the target period of medication behavior is predicted and reminded by monitoring medication behavior, including the use of angle sensors and sound sensors.
It has added a drug reminder function to the hearing aid, so that it is not limited to hearing assistance, but can also become a part of user health management, improving user quality of life and health management efficiency.
Smart Images

Figure CN119560094A_ABST
Abstract
Description
Technical Field
[0001] The present application relates to the technical field of hearing aids, and in particular to a hearing aid-based medication reminder method, a hearing aid-based medication reminder device, a hearing aid-based medication reminder equipment, a storage medium, and a computer program product. Background Art
[0002] Existing hearing aids mainly focus on sound gain and hearing compensation, providing basic communication assistance for the hearing-impaired. However, the functions are relatively single, which limits the auxiliary role of hearing aids in daily life.
[0003] The above contents are only used to assist in understanding the technical solution of the present application and do not constitute an admission that the above contents are prior art. Summary of the invention
[0004] The main purpose of this application is to provide a hearing aid-based medication reminder method, a hearing aid-based medication reminder device, a hearing aid-based medication reminder equipment, a storage medium and a computer program product, aiming to solve the technical problem of the single function of the hearing aid.
[0005] To achieve the above purpose, the present application proposes a medication reminder method based on a hearing aid, the method comprising:
[0006] According to the historical time periods when the historical medication behaviors occurred, the target time period when the medication behaviors will occur is predicted by the prediction model;
[0007] During the target period, monitoring whether medication taking occurs through hearing aids;
[0008] If it is detected that no medication taking behavior occurs during the target time period, a medication reminder is issued.
[0009] In one embodiment, before the step of predicting the target time period for taking medication through the prediction model, the step includes:
[0010] Acquiring historical medication data, wherein the historical medication data includes a time period of historical medication behavior monitored by a hearing aid;
[0011] A prediction model for medication behavior is obtained by training the historical medication data.
[0012] In one embodiment, the hearing aid-based medication reminder method further includes:
[0013] Connect smart devices wirelessly;
[0014] In response to a confirmation operation on the smart device, determining that the latest medication reminder is a false alarm;
[0015] Based on the false positive details of the latest medication reminder, the monitoring of hearing aid medication behavior is corrected.
[0016] In one embodiment, the step of correcting the monitoring of medication behavior of the hearing aid according to the false alarm details of the latest medication reminder includes:
[0017] According to the false alarm details, the pitch parameters of the angle sensor and the sensing parameters of the sound sensor used for monitoring by the hearing aid are adjusted.
[0018] In one embodiment, the step of monitoring whether medication taking occurs through a hearing aid during the target period includes:
[0019] An angle sensor is used to detect whether a pitching motion of swallowing the pills occurs, and / or a sound sensor is used to detect whether the pills are taken out of the package, wherein the angle sensor and the sound sensor are integrated in the hearing aid.
[0020] In one embodiment, after the step of monitoring whether medication taking occurs during the target time period through a hearing aid, the following steps are included:
[0021] If it is detected that medication is taken during the target period, then the physiological index data after medication is monitored, wherein the physiological index data includes body temperature, blood pressure and heart rate;
[0022] If the physiological index data is lower than the preset health standard of the physiological index data, a warning message is generated, wherein the warning message includes details of the abnormal index;
[0023] According to the warning information, the user is reminded to adjust the time period for taking medication.
[0024] In addition, to achieve the above purpose, the present application also proposes a hearing aid-based medication reminder device, the hearing aid-based medication reminder device comprising: a prediction module, for predicting a target time period in which the medication behavior will occur based on the historical time period in which the medication behavior occurred through a prediction model;
[0025] A monitoring module, used for monitoring whether medication taking occurs through a hearing aid during the target period;
[0026] The reminder module is used to provide a medication reminder if it is detected that no medication taking behavior occurs during the target time period.
[0027] In addition, to achieve the above-mentioned purpose, the present application also proposes a hearing aid-based medication reminder device, which includes: a memory, a processor, and a computer program stored on the memory and executable on the processor, and the computer program is configured to implement the steps of the hearing aid-based medication reminder method as described above.
[0028] In addition, to achieve the above-mentioned purpose, the present application also proposes a storage medium, which is a computer-readable storage medium, and a computer program is stored on the storage medium. When the computer program is executed by the processor, the steps of the hearing aid-based medication reminder method as described above are implemented.
[0029] In addition, to achieve the above-mentioned purpose, the present application also provides a computer program product, which includes a computer program, and when the computer program is executed by a processor, it implements the steps of the hearing aid-based medication reminder method as described above.
[0030] Compared with the current hearing aids, which have a relatively simple function of providing sound gain and hearing compensation, this application uses a prediction model to predict the target time period for medication behavior based on the historical time periods of historical medication behavior; and monitors medication behavior through hearing aids to provide medication reminders. The addition of the medication reminder function to hearing aids makes hearing aids no longer limited to hearing assistance, but becomes a part of user health management, enriching the functions of hearing aids. BRIEF DESCRIPTION OF THE DRAWINGS
[0031] The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments consistent with the present application and, together with the description, serve to explain the principles of the present application.
[0032] In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings required for use in the embodiments or the description of the prior art will be briefly introduced below. Obviously, for ordinary technicians in this field, other drawings can be obtained based on these drawings without paying any creative work.
[0033] Figure 1 A flowchart of the first embodiment of the hearing aid-based medication reminder method provided by the present application;
[0034] Figure 2 A flowchart of the second embodiment of the hearing aid-based medication reminder method provided by the present application;
[0035] Figure 3 This is a schematic diagram of the module structure of the hearing aid-based medication reminder device of this application;
[0036] Figure 4 This is a schematic diagram of the device structure of the hardware operating environment involved in the hearing aid-based medication reminder method of this application.
[0037] The purpose, features and advantages of this application will be further described in conjunction with the embodiments and with reference to the accompanying drawings. DETAILED DESCRIPTION
[0038] It should be understood that the specific embodiments described herein are only used to explain the technical solutions of the present application and are not used to limit the present application.
[0039] In order to better understand the technical solution of the present application, a detailed description will be given below in conjunction with the accompanying drawings and specific implementation methods.
[0040] Since hearing aid users may have a variety of health problems, such as memory loss, chronic diseases, etc., it is particularly important to add an intelligent medication reminder function when designing hearing aids. This function can not only remind users to take medication regularly according to their specific health conditions and doctor's advice, but also ensure that the information is conveyed correctly through voice or vibration, greatly improving the user's quality of life and health management efficiency.
[0041] The present application provides a solution that adds a medication reminder function to hearing aids, so that hearing aids are no longer limited to hearing assistance, but become a part of user health management, enriching the functions of hearing aids.
[0042] It should be noted that the execution subject of this embodiment may be a hearing aid, or a computing service device with data processing, network communication and program running functions, such as a tablet computer, a personal computer, a mobile phone, etc., or an electronic device, a processor, etc. capable of realizing the above functions. The following takes a hearing aid as an example to illustrate this embodiment and the following embodiments.
[0043] Based on this, the embodiment of the present application provides a medication reminder method based on a hearing aid, referring to Figure 1 , Figure 1 This is a flow chart of the first embodiment of the hearing aid-based medication reminder method of the present application.
[0044] In this embodiment, the hearing aid-based medication reminder method includes steps S10 to S30:
[0045] Step S10, based on the historical time periods when the historical medication behaviors occurred, a prediction model is used to predict the target time period when the medication behaviors will occur;
[0046] It should be noted that historical medication behavior refers to the record of the user taking medication at a specific time point or time period, including information such as the frequency of medication. The historical time period refers to the specific time point or time range when the historical medication behavior occurred, such as 8 o'clock in the morning, 10 o'clock in the evening, or after a meal. By analyzing the historical medication behavior and time period data, a prediction model is established to learn the patterns and rules of the medication behavior of hearing aid users. The pending medication behavior refers to the medication action that the user needs to perform in the future time period, and the specific time is unknown. The future medication time point or time period output by the prediction model is used to enable the hearing aid to remind the user to take medication.
[0047] In a feasible implementation manner, before step S10, steps A10 to A20 are included:
[0048] Step A10, obtaining historical medication data, wherein the historical medication data includes the time period of historical medication behavior monitored by the hearing aid;
[0049] It should be noted that historical medication data refers to the detailed record of the user's medication in the past period of time. The hearing aid records the user's medication behavior in a specific period of time in some way (such as built-in sensors or other health monitoring technologies).
[0050] Step A20, obtaining a prediction model of medication behavior through training with the historical medication data.
[0051] It should be noted that training refers to using historical medication data to adjust the parameters of the model so that the model can learn the patterns in the data. Based on historical medication data, training is performed to learn medication patterns, habits, and patterns, such as medication frequency, time preference, etc. The prediction model can be used to remind patients to take medication on time, prevent missed doses or overdoses, and provide support for personal health management.
[0052] In this implementation, hearing aids are not limited to hearing assistance functions, but can also be used in the field of health monitoring. By recording the time period for taking medicine, it can ensure that the medicine is taken on time; by training a prediction model, it can predict the user's future medication behavior. This helps to enrich the functions of hearing aids and makes hearing aids have practical application value in elderly care.
[0053] Step S20, monitoring whether medication taking occurs during the target period through the hearing aid;
[0054] It should be noted that the target time period is determined by the above prediction model and is the time period during which the user is expected to take the medication. The hearing aid is used as a tool to monitor whether the user takes the medication.
[0055] In one embodiment, the hearing aid integrates multiple sensors, such as accelerometers, microphones, etc., which can capture tiny sounds and movements. Monitoring medication behavior means using hearing aids to monitor specific sounds or movements related to medication during a target period of time, including: monitoring the sound of a medicine bottle being opened as a criterion for assessing whether medication has been taken; identifying swallowing movements by analyzing sound patterns to confirm whether the medication has been taken; and monitoring specific voice commands, such as "I have taken the medication".
[0056] Step S30: If it is detected that no medication taking behavior occurs during the target time period, a medication taking reminder is issued.
[0057] It should be noted that when it is detected that the user has not taken any medication during the target time period, a medication reminder will be automatically triggered.
[0058] In one embodiment, the reminder method includes: making a sound or vibrating to remind the user to take the medicine immediately; displaying reminder information through a screen or a smartphone application; sending a text message or in-app notification to the user or his family members to remind them to take the medicine.
[0059] Medication reminders are designed to ensure that users follow doctor's orders, improve medication compliance, and avoid poor treatment effects or worsening of the disease due to missed or forgotten medications.
[0060] This embodiment provides a medication reminder method based on hearing aids. The prediction model predicts future medication times based on historical medication behaviors. The medication behaviors are monitored using hearing aids during the target time period. When medication behaviors do not occur, medication reminders are automatically given. The user's medication behaviors are monitored through hearing aids, and the hearing aids worn daily are used to assist in medication management. This is both convenient and efficient, and can effectively encourage users to take medications on time.
[0061] Based on the first embodiment of the present application, in the second embodiment of the present application, the same or similar contents as those in the first embodiment can refer to the above introduction, and will not be repeated in the following. Figure 2 The hearing aid-based medication reminder method further includes steps D10 to D30:
[0062] Step D10, connecting to the smart device wirelessly;
[0063] It should be noted that hearing aids are connected to smart devices via wireless connections, and smart devices can be mobile phones, watches and bracelets.
[0064] Step D20, in response to a confirmation operation on the smart device, determining that the latest medication reminder is a false alarm;
[0065] It should be noted that when the hearing aid issues a medication reminder, if the user believes that the reminder does not match the actual situation (i.e., a false alarm), the user can confirm this situation through the interactive interface on the device. This operation may include touching a specific button on the screen, sliding to confirm, voice command, or any preset user interaction method. The latest medication reminder refers to the most recent medication reminder issued by the hearing aid. Through the above confirmation operation, the user tells the hearing aid that the most recent reminder information does not match the actual situation. Based on user feedback, the reminder is marked as a false alarm, and the event may be recorded for subsequent analysis and optimization of the reminder algorithm to reduce future false alarm rates.
[0066] Step D30, based on the latest false alarm details of the medication reminder, the monitoring of the medication behavior of the hearing aid is corrected.
[0067] It should be noted that the latest false alarm details of medication reminders refer to the specific circumstances in which the most recent medication reminder received by the user was confirmed as a false alarm. This includes the time when the false alarm occurred, the specific content of the false alarm (such as incorrectly reminding the user to take medication, but the user has not actually taken the medication or has already taken the medication), and the user's feedback on the false alarm.
[0068] Hearing aids integrate multiple sensors, such as sound sensors and angle sensors, to monitor the user's medication behavior. Based on the details of false alarms, adjust the hearing aid's medication behavior monitoring parameters to reduce future false alarms. This includes: adjusting the sensitivity of the sound sensor to more accurately identify specific medication sounds; optimizing the parameters of the angle sensor to more accurately capture the user's action pattern when taking medication and reduce false recognition.
[0069] In a feasible implementation, step D30 includes: adjusting the pitch parameters of the angle sensor and the sensing parameters of the sound sensor monitored by the hearing aid according to the details of the false alarm.
[0070] It should be noted that when hearing aids monitor health data such as medication behavior, false alarms may occur, that is, medication behavior occurs, but medication reminders are still given. The pitch parameter refers to the direction or angle monitored by the angle sensor. The hearing aid may be integrated with angle sensors such as accelerometers or gyroscopes to monitor the movement angle of the user's head or device. Adjusting the pitch parameter means changing the angle sensitivity of the monitoring or the monitoring direction to reduce false alarms and more accurately capture the specific actions of the user when actually taking the medicine. The sound sensor is used to capture sound signals, which may refer to monitoring the specific sounds produced by the user when taking medicine, such as the sound of opening the medicine bottle cap, the sound of pills falling, etc.
[0071] In this embodiment, the scenario of adjusting the device based on feedback specifically involves the optimization of the hearing aid. When a false alarm occurs in the monitoring function of the hearing aid, the pitch parameters of the angle sensor and the sensing parameters of the sound sensor are adjusted to improve the accuracy and reliability of the monitoring, ensure a more accurate recording of the user's medication behavior, and help improve the accuracy of the function.
[0072] In this embodiment, the adaptive adjustment mechanism based on user feedback is a key part of the integrated intelligent health reminder hearing aid. The mechanism for confirming false alarms can self-adjust according to user feedback to improve the accuracy of reminders, avoid interfering with users' daily lives by reducing unnecessary reminders, and ensure that users' trust and responses are obtained when reminders are really needed; by correcting the monitoring parameters through the false alarm details fed back by users, the medication behavior monitoring function of the hearing aid can be continuously optimized, the accuracy and reliability of monitoring can be improved, and personalized health management services can be better provided.
[0073] Based on the first embodiment of the present application, in the second embodiment of the present application, the same or similar contents as those in the first embodiment can be referred to the above introduction, and will not be repeated hereafter. Step S20, the hearing aid-based medication reminder method further includes:
[0074] An angle sensor is used to detect whether a pitching motion of swallowing the pills occurs, and / or a sound sensor is used to detect whether the pills are taken out of the package, wherein the angle sensor and the sound sensor are integrated in the hearing aid.
[0075] It should be noted that the angle sensor and sound sensor integrated in the hearing aid are used to monitor specific actions and sounds related to medication behavior to confirm whether the user has completed the medication process. The angle sensor is integrated in the hearing aid to monitor the user's head movement. When people swallow pills, they usually tilt their heads forward to help the pills enter the esophagus smoothly. The angle sensor can capture this specific pitch movement as a confirmation signal for medication behavior. The sound sensor, that is, the microphone, can capture the sounds of the surrounding environment for monitoring. When the pills are taken out of the package, a specific sound will be emitted, such as the opening and closing sound of a plastic medicine bottle, the tearing sound of an aluminum foil package, etc. The sound sensor can recognize these sounds as signals of preparation for medication.
[0076] In a feasible implementation manner, after step S20, steps T10 to T30 are included:
[0077] Step T10, if it is detected that medication is taken during the target period, then the physiological index data after medication is monitored, wherein the physiological index data includes body temperature, blood pressure and heart rate;
[0078] It should be noted that the target time period refers to the user's expected medication time. For example, if a certain drug is required to be taken half an hour after a meal, then the time period about half an hour after a meal can be regarded as the target time period. The behavior of taking medicine means that the user actually performs the action of taking medicine. The hearing aid monitoring detects the behavior of taking medicine within the target time period, and monitors the physiological index data after taking the medicine. Among them, the physiological index data refers to the physiological parameters directly related to human health monitored after taking the medicine, including body temperature, blood pressure and heart rate. Changes in physiological parameters can reflect the body's response to the medicine after taking the medicine. For example, some drugs may cause fluctuations in blood pressure, changes in heart rate, or slight changes in body temperature. By monitoring these changes, the immediate effects or possible side effects of the drug can be evaluated.
[0079] Step T20, if the physiological index data is lower than the preset health standard of the physiological index data, generating warning information, wherein the warning information includes details of the abnormal index;
[0080] It should be noted that the preset health standards are a series of standard values or ranges set based on medical knowledge and the user's personal health records. For example, normal blood pressure range, appropriate heart rate range, etc. The preset health standards are used to determine whether the user's physiological indicators are within a healthy or normal range. Being lower than the preset health standard for physiological indicator data means that one or some of the user's physiological indicator data is lower than the set health standard, which may indicate that the user's health status is abnormal, such as low blood pressure, low body temperature, etc. When abnormal physiological indicators are monitored, the early warning mechanism will be automatically triggered to generate early warning information. This usually includes reminding the user and his guardian or medical staff through device screen display, sending mobile phone messages, emails or telephone notifications. The early warning information will include which specific physiological indicators are abnormal and the specific values of the abnormalities, such as "blood pressure is 90 / 60mmHg, lower than the normal range", "body temperature is 35.0℃, lower than the preset health standard" and other detailed information.
[0081] Step T30, reminding the user to adjust the time period for taking medication according to the warning information.
[0082] It should be noted that warning information is used to remind users of abnormal physiological indicators, and based on the feedback of warning information, users are guided to change the time of taking medicine. This means advancing or delaying the time of taking medicine, or adjusting it to a time point that is more suitable for personal physiological rhythms according to the doctor's advice. For example, if a certain drug causes abnormally high blood pressure at night, the system may suggest that users adjust the time of taking medicine to daytime to avoid the superposition of the peak effect of the drug at night and the natural downward trend of blood pressure during sleep.
[0083] In this embodiment, after confirming that the user has taken the medicine in the target time period, physiological indicators such as body temperature, blood pressure and heart rate after taking the medicine are automatically monitored to evaluate the impact of the medicine on the body; when the user's physiological indicators are lower than the preset health standards, early warning information containing details of abnormal indicators is generated to promptly remind the user to ensure that the abnormal health situation can be responded to and handled in time, and the medication period can be adjusted. This can better match the individual's physiological rhythm, improve the effect of drug treatment, and reduce possible side effects or adverse reactions. This process reflects the intelligent trend of hearing aids integrating personalized medical care and health management, which helps to improve the quality of life of users.
[0084] In this embodiment, by integrating angle sensors and sound sensors into the hearing aid and utilizing them to monitor specific actions and sounds related to medication, auxiliary monitoring of medication behavior can be provided for hearing-impaired users, and medical health management can also be performed for users.
[0085] It should be noted that the above examples are only used to understand the present application and do not constitute a limitation on the medication reminder method based on hearing aids of the present application. More simple transformations based on this technical concept are all within the scope of protection of the present application.
[0086] This application also provides a medication reminder device based on a hearing aid, please refer to Figure 3 , the hearing aid-based medication reminder device comprises:
[0087] The prediction module 10 is used to predict the target time period in which the medication behavior will occur based on the historical time period in which the medication behavior occurred through the prediction model;
[0088] A monitoring module 20, for monitoring whether medication taking occurs during the target period through a hearing aid;
[0089] The reminder module 30 is used to remind the patient to take medicine if it is detected that no medication taking behavior occurs during the target time period.
[0090] Optionally, the prediction module 10 is further used to obtain historical medication data, wherein the historical medication data includes a time period of historical medication behavior monitored by the hearing aid;
[0091] A prediction model for medication behavior is obtained by training the historical medication data.
[0092] Optionally, the monitoring module 20 is further used to detect whether a pitching action of swallowing the pill occurs through an angle sensor, and / or to detect whether the pill is taken out of the package through a sound sensor, wherein the angle sensor and the sound sensor are integrated in the hearing aid.
[0093] Optionally, the monitoring module 20 is further configured to monitor physiological index data after taking the medicine if it is detected that the medicine taking behavior occurs during the target time period, wherein the physiological index data includes body temperature, blood pressure and heart rate;
[0094] If the physiological index data is lower than the preset health standard of the physiological index data, a warning message is generated, wherein the warning message includes details of the abnormal index;
[0095] According to the warning information, the user is reminded to adjust the time period for taking medication.
[0096] Optionally, the reminder module 30 is further used to connect to a smart device wirelessly;
[0097] In response to a confirmation operation on the smart device, determining that the latest medication reminder is a false alarm;
[0098] Based on the false positive details of the latest medication reminder, the monitoring of hearing aid medication behavior is corrected.
[0099] Optionally, the reminder module 30 is further configured to adjust the pitch parameters of the angle sensor and the sensing parameters of the sound sensor monitored by the hearing aid according to the details of the false alarm.
[0100] The hearing aid-based medication reminder device provided by the present application adopts the hearing aid-based medication reminder method in the above-mentioned embodiment, which can solve the technical problem of the single function of the hearing aid. Compared with the prior art, the beneficial effects of the hearing aid-based medication reminder device provided by the present application are the same as the beneficial effects of the hearing aid-based medication reminder method provided by the above-mentioned embodiment, and the other technical features of the hearing aid-based medication reminder device are the same as the features disclosed in the above-mentioned embodiment method, which will not be repeated here.
[0101] The present application provides a hearing aid-based medication reminder device, and the hearing aid-based medication reminder device includes: at least one processor; and a memory communicatively connected to the at least one processor; wherein the memory stores instructions executable by the at least one processor, and the instructions are executed by the at least one processor so that the at least one processor can execute the hearing aid-based medication reminder method in the above-mentioned first embodiment.
[0102] Reference below Figure 4 , which shows a schematic diagram of the structure of a hearing aid-based medication reminder device suitable for implementing the embodiment of the present application. The hearing aid-based medication reminder device in the embodiment of the present application may include but is not limited to mobile terminals such as mobile phones, laptop computers, digital broadcast receivers, PDAs (Personal Digital Assistants), PADs (Portable Application Descriptions), PMPs (Portable Media Players), vehicle-mounted terminals (such as vehicle-mounted navigation terminals), etc., and fixed terminals such as digital TVs, desktop computers, etc. Figure 4 The hearing aid-based medication reminder device shown is only an example and should not bring any limitation to the functions and scope of use of the embodiments of the present application.
[0103] like Figure 4As shown, the hearing aid-based medication reminder device may include a processing device 1001 (e.g., a central processing unit, a graphics processor, etc.), which can perform various appropriate actions and processes according to a program stored in a read-only memory (ROM) 1002 or a program loaded from a storage device 1003 to a random access memory (RAM) 1004. Various programs and data required for the operation of the hearing aid-based medication reminder device are also stored in the RAM 1004. The processing device 1001, the ROM 1002, and the RAM 1004 are connected to each other via a bus 1005. An input / output (I / O) interface 1006 is also connected to the bus. Typically, the following systems may be connected to the I / O interface 1006: input devices 1007 including, for example, a touch screen, a touchpad, a keyboard, a mouse, an image sensor, a microphone, an accelerometer, a gyroscope, etc.; output devices 1008 including, for example, a liquid crystal display (LCD), a speaker, a vibrator, etc.; storage devices 1003 including, for example, a magnetic tape, a hard disk, etc.; and communication devices 1009. The communication device 1009 may allow the hearing aid-based medication reminder device to communicate wirelessly or wired with other devices to exchange data. Although the figure shows a hearing aid-based medication reminder device with various systems, it should be understood that it is not required to implement or have all the systems shown. More or fewer systems may be implemented or have instead.
[0104] In particular, according to the embodiments disclosed in the present application, the process described above with reference to the flowchart can be implemented as a computer software program. For example, the embodiments disclosed in the present application include a computer program product, which includes a computer program carried on a computer-readable medium, and the computer program includes a program code for executing the method shown in the flowchart. In such an embodiment, the computer program can be downloaded and installed from a network through a communication device, or installed from a storage device 1003, or installed from a ROM 1002. When the computer program is executed by the processing device 1001, the above-mentioned functions defined in the method of the embodiment disclosed in the present application are executed.
[0105] The hearing aid-based medication reminder device provided by the present application adopts the hearing aid-based medication reminder method in the above embodiment, which can solve the technical problem of the single function of the hearing aid. Compared with the prior art, the beneficial effects of the hearing aid-based medication reminder device provided by the present application are the same as the beneficial effects of the hearing aid-based medication reminder method provided in the above embodiment, and the other technical features of the hearing aid-based medication reminder device are the same as the features disclosed in the method of the previous embodiment, which will not be repeated here.
[0106] It should be understood that the various parts disclosed in this application can be implemented by hardware, software, firmware or a combination thereof. In the description of the above embodiments, specific features, structures, materials or characteristics can be combined in any one or more embodiments or examples in a suitable manner.
[0107] The above is only a specific implementation of the present application, but the protection scope of the present application is not limited thereto. Any person skilled in the art who is familiar with the present technical field can easily think of changes or substitutions within the technical scope disclosed in the present application, which should be included in the protection scope of the present application. Therefore, the protection scope of the present application should be based on the protection scope of the claims.
[0108] The present application provides a computer-readable storage medium having computer-readable program instructions (ie, computer programs) stored thereon, and the computer-readable program instructions are used to execute the hearing aid-based medication reminder method in the above-mentioned embodiment.
[0109] The computer-readable storage medium provided in the present application may be, for example, a USB flash drive, but is not limited to electrical, magnetic, optical, electromagnetic, infrared, or semiconductor systems or devices, or any combination of the above. More specific examples of computer-readable storage media may include, but are not limited to: an electrical connection with one or more wires, a portable computer disk, a hard disk, a random access memory (RAM: Random Access Memory), a read-only memory (ROM: Read Only Memory), an erasable programmable read-only memory (EPROM: Erasable Programmable Read Only Memory or flash memory), an optical fiber, a portable compact disk read-only memory (CD-ROM: CD-Read Only Memory), an optical storage device, a magnetic storage device, or any suitable combination of the above. In this embodiment, the computer-readable storage medium may be any tangible medium containing or storing a program that can be used by or in combination with an instruction execution system or device. The program code contained on the computer-readable storage medium may be transmitted using any appropriate medium, including but not limited to: wires, optical cables, RF (Radio Frequency: Radio Frequency), etc., or any suitable combination of the above.
[0110] The computer-readable storage medium may be included in the hearing aid-based medication reminder device; or may exist independently without being assembled into the hearing aid-based medication reminder device.
[0111] The computer-readable storage medium carries one or more programs. When the one or more programs are executed by the hearing aid-based medication reminder device, the hearing aid-based medication reminder device: predicts the target time period in which the medication behavior will occur through a prediction model based on the historical time period in which the medication behavior occurred;
[0112] During the target period, monitoring whether medication taking occurs through hearing aids;
[0113] If it is detected that no medication taking behavior occurs during the target time period, a medication reminder is issued.
[0114] Computer program code for performing the operations of the present application may be written in one or more programming languages or a combination thereof, including object-oriented programming languages such as Java, Smalltalk, C++, and conventional procedural programming languages such as "C" or similar programming languages. The program code may be executed entirely on the user's computer, partially on the user's computer, as a separate software package, partially on the user's computer and partially on a remote computer, or entirely on a remote computer or server. In the case of a remote computer, the remote computer may be connected to the user's computer through any type of network, including a local area network (LAN) or a wide area network (WAN), or may be connected to an external computer (e.g., via the Internet using an Internet service provider).
[0115] The flow chart and block diagram in the accompanying drawings illustrate the possible architecture, function and operation of the system, method and computer program product according to various embodiments of the present application. In this regard, each square box in the flow chart or block diagram can represent a module, a program segment or a part of a code, and the module, the program segment or a part of the code contains one or more executable instructions for realizing the specified logical function. It should also be noted that in some alternative implementations, the functions marked in the square box can also occur in a sequence different from that marked in the accompanying drawings. For example, two square boxes represented in succession can actually be executed substantially in parallel, and they can sometimes be executed in the opposite order, depending on the functions involved. It should also be noted that each square box in the block diagram and / or flow chart, and the combination of the square boxes in the block diagram and / or flow chart can be implemented with a dedicated hardware-based system that performs a specified function or operation, or can be implemented with a combination of dedicated hardware and computer instructions.
[0116] The modules involved in the embodiments described in this application may be implemented by software or hardware, wherein the name of the module does not constitute a limitation on the unit itself in some cases.
[0117] The readable storage medium provided in the present application is a computer-readable storage medium, which stores computer-readable program instructions (i.e., computer programs) for executing the above-mentioned hearing aid-based medication reminder method, and can solve the technical problem of the single function of the hearing aid. Compared with the prior art, the beneficial effects of the computer-readable storage medium provided in the present application are the same as the beneficial effects of the hearing aid-based medication reminder method provided in the above-mentioned embodiment, and will not be repeated here.
[0118] The present application also provides a computer program product, including a computer program, which implements the steps of the above-mentioned hearing aid-based medication reminder method when executed by a processor.
[0119] The computer program product provided by this application can solve the technical problem of single function of hearing aids. Compared with the prior art, the beneficial effects of the computer program product provided by this application are the same as the beneficial effects of the hearing aid-based medication reminder method provided in the above embodiment, which will not be repeated here.
[0120] The above descriptions are only some embodiments of the present application, and are not intended to limit the patent scope of the present application. All equivalent structural changes made using the contents of the present application specification and drawings under the technical concept of the present application, or direct / indirect applications in other related technical fields are included in the patent protection scope of the present application.
Claims
1. A hearing aid-based medication reminder method, characterized in that: Applied to hearing aids, the hearing aid-based medication reminder method includes: According to the historical time periods when the historical medication behaviors occurred, the target time period when the medication behaviors will occur is predicted by the prediction model; During the target period, monitoring whether medication taking occurs through hearing aids; If it is detected that no medication taking behavior occurs during the target time period, a medication reminder is issued.
2. The hearing aid-based medication reminder method as claimed in claim 1, characterized in that: Before the step of predicting the target time period for taking medication through the prediction model, the method includes: Acquiring historical medication data, wherein the historical medication data includes a time period of historical medication behavior monitored by a hearing aid; A prediction model for medication behavior is obtained by training the historical medication data.
3. The hearing aid-based medication reminder method as claimed in claim 1, characterized in that: The hearing aid-based medication reminder method also includes: Connect smart devices wirelessly; In response to a confirmation operation on the smart device, determining that the latest medication reminder is a false alarm; Based on the false positive details of the latest medication reminder, the monitoring of hearing aid medication behavior is corrected.
4. The hearing aid-based medication reminder method as claimed in claim 3, characterized in that: The step of correcting the monitoring of the medication behavior of the hearing aid according to the false alarm details of the latest medication reminder includes: According to the false alarm details, the pitch parameters of the angle sensor and the sensing parameters of the sound sensor used for monitoring by the hearing aid are adjusted.
5. The hearing aid-based medication reminder method as claimed in claim 1, characterized in that: The step of monitoring whether medication taking occurs through a hearing aid during the target period includes: An angle sensor is used to detect whether a pitching motion of swallowing the pills occurs, and / or a sound sensor is used to detect whether the pills are taken out of the package, wherein the angle sensor and the sound sensor are integrated in the hearing aid.
6. The hearing aid-based medication reminder method as claimed in claim 1, characterized in that: After the step of monitoring whether medication taking occurs through a hearing aid during the target period, the method includes: If it is detected that medication is taken during the target period, then the physiological index data after medication is monitored, wherein the physiological index data includes body temperature, blood pressure and heart rate; If the physiological index data is lower than the preset health standard of the physiological index data, a warning message is generated, wherein the warning message includes details of the abnormal index; According to the warning information, the user is reminded to adjust the time period for taking medication.
7. A hearing aid-based medication reminder device, characterized in that: The hearing aid-based medication reminder device comprises: A prediction module is used to predict the target time period when the medication behavior will occur based on the historical time period when the medication behavior occurred through the prediction model; A monitoring module, used for monitoring whether medication taking occurs during the target period through a hearing aid; The reminder module is used to remind the patient to take medicine if it is detected that no medication has been taken during the target time period.
8. A hearing aid-based medication reminder device, characterized in that: The device comprises: a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein the computer program is configured to implement the steps of the hearing aid-based medication reminder method according to any one of claims 1 to 6.
9. A storage medium, characterized in that: The storage medium is a computer-readable storage medium, and a computer program is stored on the storage medium. When the computer program is executed by a processor, the steps of the hearing aid-based medication reminder method according to any one of claims 1 to 6 are implemented.
10. A computer program product, characterized in that The computer program product comprises a computer program, and when the computer program is executed by a processor, the steps of the hearing aid-based medication reminder method according to any one of claims 1 to 6 are implemented.
Citation Information
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