Eye medicine application management system with intelligent reminding function

Abstract

The invention discloses an eye medicine application management system capable of intelligent reminding, and belongs to the technical field of eye medicine application management, and the system comprises a medicine taking reminding module which is used for setting a patient medicine taking plan according to the disease of a patient, and carrying out the medicine taking reminding of the patient at preset time; the medication guidance module is used for guiding the medication condition of the patient and guiding the patient to correctly take medicine; the medicine taking confirmation module is used for confirming the medicine taking condition of the patient and giving out a prompt tone every one hour to carry out missing point reminding when medicine taking is not confirmed; the data management module is used for managing the medication condition of the patient, and the patient or a doctor can check the medication condition at any time and remotely supervise medication of the patient. The problems that the eye medicine application effect is poor and a patient cannot be helped to do disease home care due to the fact that the eye medicine application cannot be intelligently reminded and managed in the prior art are solved. According to the invention, intelligent reminding and management can be carried out on eye medicine application, the eye medicine application effect can be improved, and a patient can be helped to carry out disease home care to a certain extent.

Description

Technical Field

[0001] This invention relates to the field of eye drop application management technology, specifically to an intelligent reminder eye drop application management system. Background Technology

[0002] Eye drops are a common means of relieving eye discomfort and treating eye diseases. Among them, eye drops solution is one of the most commonly used drug dosage forms in ophthalmology. For many eye diseases, eye drops solution has a direct and quick therapeutic effect.

[0003] Among them, Chinese patent application CN207890218U discloses an eye drop box that is convenient for ophthalmology patients to use. Each eye drop compartment and eye ointment compartment has an independent card slot for eye drops and eye ointment to avoid mixing them up; each card slot contains a card sheet that is higher than the eye drop compartment, allowing patients to write the name of the eye drops and instructions for use in large font; a light is provided for patients to use in the dark; the eye drop box has a buckle and a handle for easy carrying; however, this patent has the following drawbacks: Existing technologies cannot provide intelligent reminders and management for eye drop applications, resulting in poor effectiveness of eye drop applications and failing to help patients with home care for their illnesses. Summary of the Invention

[0004] The purpose of this invention is to provide an intelligent reminder management system for eye drops, which can intelligently remind and manage the application of eye drops, improve the effect of eye drops, and to a certain extent help patients with home care of their diseases, thus solving the problems mentioned in the background art.

[0005] To achieve the above objectives, the present invention provides the following technical solution: An intelligent reminder-enabled eye drop application management system, including: The medication reminder module is used to set up a patient's medication plan based on the patient's disease and to remind the patient to take medication at a predetermined time. The medication guidance module is used to guide patients on their medication use and to help them use medication correctly. The medication confirmation module is used to confirm the patient's medication status, and will issue a prompt sound every hour to remind the patient of any missed medication if no confirmation is made. The data management module is used to manage patient medication information, allowing patients or doctors to view and remotely monitor patient medication use at any time.

[0006] Preferably, a medication plan is set up based on the patient's disease, and the following operations are performed: Obtain the patient's disease diagnosis results and compare and analyze them with common eye diseases in a preset disease template library. Based on the patient's disease diagnosis results and referring to the preset disease template library, determine the patient's medication plan. The preset disease template library includes medication plans for common eye diseases. Based on the patient's medication plan, the system automatically records the eye drops the patient needs to use after returning home and generates a patient medication plan. The patient medication plan includes the name of the eye drops, dosage, frequency, treatment cycle, medication order, medication time, and any special medication requirements.

[0007] Preferably, patients are reminded to take their medication at a predetermined time, and the following operations are performed: Multiple medication time reminders are set according to the patient's medication plan, and the patient is reminded to take the medication on time via mobile phone system notification or vibration of smartwatch / bracelet; By combining contextual information such as the patient's schedule, geographical location, and menstrual cycle, the timing of medication reminders can be optimized to avoid disturbing the patient when they are busy or inconvenient. Among these features, the system detects patient calendar events, automatically delays medication reminders to off-peak hours, and provides real-time location tracking of the patient. It triggers reminders when the patient arrives home to avoid inconvenience when going out, and adjusts the intensity of medication reminders when the patient is menstruating.

[0008] Preferably, guidance is provided to patients regarding medication use, and the following operations are performed: When reminding patients to take medication, the system guides them on the order of use based on the various eye drops they need. This involves obtaining information on the multiple eye drops the patient needs, comparing and analyzing this information according to the doctor's orders, determining the correct order of use, and then guiding the patient to take the medications in that order. The system also provides individual reminders to the patient to ensure they take the medications in the correct order and prevent errors.

[0009] Preferably, to guide patients to use medication correctly, the following operations are performed: When patients use medication, the system automatically displays photos of the eye drops, instructions for use, and precautions, and activates a 3D animation to demonstrate the correct way to instill the eye drops, helping patients use the medication correctly and preventing them from picking up or putting in the wrong eye drops. When a patient uses the medication, the system automatically searches a pre-set eye drop database based on the recommended eye drop. It then automatically matches the eye drop that is the same as the one to be used in the database, retrieves the matching eye drop information, and automatically displays the eye drop photo, usage instructions, and precautions based on the retrieved information. It also starts a 3D animation to demonstrate the correct eye drop technique, assisting the patient in using the medication correctly.

[0010] Preferably, when a patient uses the medication, the expiration date of the eye drops is monitored for safety. Specifically, the expiration date of the eye drops is compared with the current date. If the expiration date of the eye drops has passed, an early warning is issued to remind the patient that the eye drops have expired.

[0011] Preferably, to confirm the patient's medication status, the following operations are performed: The system detects whether a patient clicks the confirmation button for medication administration in real time. When the patient clicks the confirmation button, it indicates that the patient's medication has been completed. When the patient does not click the confirmation button, it indicates that the patient's medication has not been completed. If the patient has not completed their medication, a prompt will be issued every hour to remind them to take their medication. If the patient is reminded again after one hour, the eye drops will be marked as delayed. If the patient does not confirm after three times, an emergency contact will be notified.

[0012] Preferably, the patient's medication use is managed, and the patient's medication use is monitored remotely, by performing the following operations: The system automatically records the time, name, dosage, and order of each medication administration, generating a patient medication log. This log is then visualized, allowing patients or doctors to easily access and manage the patient's medication use remotely.

[0013] Preferably, the detection of patient calendar events automatically delays medication reminders to off-peak hours, performs real-time location tracking of the patient, triggers reminders upon detecting the patient's arrival home, and adjusts the intensity of medication reminders when the patient is menstruating, including: In time Perform the following operations: Query the patient calendar API; if there are currently events marked as busy, set the schedule status. Otherwise set ; Query the patient's geofence API; if the patient's location is within the preset home geofence, set the location status. Otherwise set ; Calculate the medication reminder decision value : in, For logical AND operation; when Immediately trigger medication reminders for patients; when At the same time, delay triggering medication reminders for patients; Query the patient's health app or the patient's input data; if it is marked as menstruation, then set the physiological status. Otherwise set ; Adjust the intensity of medication reminders according to physiological state. : ;in, To enhance the preset reminder intensity, The preset normal reminder intensity, If, For others.

[0014] Preferably, the medication guidance module also performs the following operations: When reminding patients to take their medication, obtain three-dimensional information about the patient's medication environment; Based on a pre-trained lightweight posture recognition model, the three-dimensional information of the medication environment is analyzed to determine the Euclidean distance between the tip of the medicine bottle and the center of the patient's cornea, the deviation angle between the medicine bottle axis and the visual axis, and the eyelid opening and closing degree. When the Euclidean distance between the tip of the medicine bottle and the center of the patient's cornea does not fall within the preset distance range, or the deviation angle between the medicine bottle axis and the visual axis exceeds the preset deviation angle threshold, or the eyelid opening does not exceed the preset opening threshold, the patient's medication posture is determined to be abnormal. In response to abnormal medication posture of patients, the system reminds patients to correct their medication posture.

[0015] Compared with the prior art, the beneficial effects of the present invention are: 1. This invention determines the patient's medication plan based on the patient's disease diagnosis results and a preset disease template library. According to the patient's medication plan, it automatically records the eye drops the patient needs to take after returning home, generates the patient's medication plan, sets multiple medication time reminders according to the patient's medication plan, and reminds the patient to take the medication on time through mobile phone system notifications or vibrations from smartwatches / bracelets. Furthermore, it optimizes the timing of medication reminders by combining contextual information such as the patient's schedule, geographical location, and menstrual cycle, avoiding disturbances when the patient is busy or inconvenient, preventing the patient from forgetting to take the medication, and can better treat the patient's eye disease.

[0016] 2. When reminding patients to take medication, this invention determines the order in which the patient needs to use various eye drops, guides the patient to take the medications in the determined order, and reminds the patient to take each medication in the correct order to prevent incorrect medication use. When the patient takes the medication, the invention automatically displays a photo of the eye drops, instructions for use, and precautions, and activates a 3D animation to demonstrate the correct eye drop technique, helping the patient to use the medication correctly and avoiding the patient picking up or applying the wrong eye drops, thus improving the accuracy of medication use.

[0017] 3. This invention detects the patient's medication confirmation button, and monitors in real time whether the patient has clicked the confirmation button. If the patient does not click the confirmation button, it indicates that the patient's medication is not completed. A prompt sound is emitted once every hour to remind the patient to take the medication. Eye drops that are reminded again after 1 hour are marked as delayed medication. If there is no confirmation after 3 times, an emergency contact notification is sent, and a patient medication log is generated to manage the patient's eye drops application in a timely manner, remotely supervise the patient's medication, and help the patient take good care of their illness at home.

[0018] 4. By intelligently integrating multiple factors (such as schedule, location, and physiological state) to customize medication reminders, not only is patient medication adherence improved, but the timing and intensity of reminders are also optimized, thereby minimizing patient interference and discomfort.

[0019] 5. By monitoring and correcting patients' medication posture in real time, medication errors caused by improper posture can be significantly reduced, especially for delicate medications such as eye drops, thus improving therapeutic efficacy. Many patients may waste medication or experience poor results due to improper operation or incorrect posture. This system's correction reminders make medication administration easier for patients, reducing the stress of medication administration. Through intelligent posture recognition, it is suitable for patients of various ages and physical conditions, especially the elderly or those with poor vision, providing personalized medication guidance. Attached Figure Description

[0020] Figure 1 This is a block diagram of the intelligent reminder-enabled eye drop application management system of the present invention; Figure 2 The flowchart shows the intelligent reminder-enabled eye drop application management system of the present invention. Detailed Implementation

[0021] The technical solutions of the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are only some embodiments of the present invention, and not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without creative effort are within the scope of protection of the present invention.

[0022] To address the current issues of inadequate intelligent reminders and management for eye drop application, resulting in poor eye drop efficacy and hindering patients' home care, please refer to [link / reference needed]. Figures 1-2 This embodiment provides the following technical solution: The intelligent eye drop application management system includes: a medication reminder module, a medication guidance module, a medication confirmation module, and a data management module.

[0023] It should be noted that, based on the patient's illness, the system records the eye drops that need to be administered at home. According to the set medication plan, the system will send reminders at the scheduled time via in-app notifications, mobile system notifications, and even vibration reminders via smartwatches / bands. The system optimizes the timing of reminders by combining contextual information such as the user's schedule, location, and menstrual cycle to avoid disturbing the patient. It can also display photos of the eye drops and instructions for use to prevent patients from picking up the wrong drops or using them in the wrong order. After administering the drops, patients can click the confirmation button to confirm the medication. If the drops are not administered on time, a reminder sound will be emitted every hour to prevent patients from missing any drops. This system can help patients with home care for their illnesses.

[0024] The medication reminder module is used to set up a medication plan for the patient based on the patient's disease and to remind the patient to take medication at a predetermined time.

[0025] In this embodiment, a medication plan is set according to the patient's disease, and the following operations are performed: Obtain the patient's disease diagnosis results and compare and analyze them with common eye diseases in a preset disease template library, which includes medication regimens for common eye diseases. Based on the patient's disease diagnosis and referring to the preset disease template library, the patient's medication plan can be determined. Based on the patient's medication plan, the information on the eye drops that the patient needs to use after returning home is automatically entered, and the patient's medication plan is generated. The patient's medication plan includes the name of the eye drops, dosage, frequency, course of treatment, order of use, time of use, and any special requirements for use.

[0026] It should be noted that setting up a medication plan based on the patient's condition facilitates timely treatment and provides reminders for medication at scheduled times to prevent patients from forgetting to take their medication, which can better treat patients' eye diseases.

[0027] In this embodiment, the patient is reminded to take medication at a predetermined time by performing the following operations: Multiple medication time reminders are set according to the patient's medication plan, and the patient is reminded to take the medication on time through mobile phone system notifications or vibration of smartwatch / bracelet. The patient can apply the eye drops in time according to the reminders, which can help the eye disease recover better. By combining contextual information such as the patient's schedule, geographical location, and menstrual cycle, the timing of medication reminders can be optimized to avoid disturbing the patient when they are busy or inconvenient. Among these features, the system detects patient calendar events and automatically delays medication reminders to off-peak hours to prevent disturbing patients. It also provides real-time location tracking for patients, triggering reminders when they arrive home to avoid inconvenience when taking medication outside. Furthermore, it adjusts the intensity of medication reminders when patients are menstruating to reduce discomfort associated with medication during menstruation.

[0028] Therefore, based on the patient's disease diagnosis and referring to a pre-set disease template library, the patient's medication plan is determined. Based on the patient's medication plan, the system automatically records the eye drops the patient needs to take after returning home, generates the patient's medication plan, sets multiple medication time reminders according to the patient's medication plan, and reminds the patient to take the medication on time through mobile phone system notifications or vibrations from smartwatches / bracelets. Furthermore, by combining the patient's schedule, geographical location, and physiological cycle contextual information, the timing of medication reminders is optimized to avoid disturbing the patient when they are busy or inconvenient, thus preventing the patient from forgetting to take the medication and effectively treating the patient's eye disease.

[0029] The medication guidance module is used to guide patients on their medication use and help them use medication correctly.

[0030] In this embodiment, guidance is provided to patients regarding medication use, and the following operations are performed: When reminding patients to take medication, the system guides them on the order of use based on the various eye drops they need. This involves obtaining information on the multiple eye drops the patient needs, comparing and analyzing this information according to the doctor's orders, determining the correct order of use, and then guiding the patient to take the medications in that order. The system also provides individual reminders to the patient to ensure they take the medications in the correct order and prevent errors.

[0031] In this embodiment, the patient is guided to use the medication correctly by performing the following operations: When patients use medication, the system automatically displays photos of the eye drops, instructions for use, and precautions, and activates a 3D animation to demonstrate the correct way to instill the eye drops, helping patients use the medication correctly and preventing them from picking up or putting in the wrong eye drops. When a patient uses the medication, the system automatically searches a pre-set eye drop database based on the recommended eye drop. It then automatically matches the eye drop that is the same as the one to be used in the database, retrieves the matching eye drop information, and automatically displays the eye drop photo, usage instructions, and precautions based on the retrieved information. It also starts a 3D animation to demonstrate the correct eye drop technique, assisting the patient in using the medication correctly.

[0032] In this embodiment, when a patient uses the medication, the expiration date of the eye drops is monitored for safety. Specifically, the expiration date of the eye drops is compared with the current date. If the expiration date of the eye drops has passed, an early warning is issued to remind the patient that the eye drops have expired.

[0033] Therefore, when reminding patients to take medication, the system determines the order in which the patient needs to use various eye drops. It then guides the patient through the correct order and reminds them to use each eye drop in turn to prevent errors. During medication use, the system automatically displays photos of the eye drops, instructions for use, and precautions, and provides a 3D animation demonstrating the correct instillation technique to help patients use the medication correctly and avoid picking or applying the wrong eye drops, thus improving the accuracy of medication use.

[0034] The medication confirmation module is used to confirm the patient's medication status, and it will issue a prompt sound every hour to remind the patient of any missed medication if the medication is not confirmed.

[0035] In this embodiment, the patient's medication status is confirmed by performing the following operations: The system detects whether a patient clicks the confirmation button for medication administration in real time. When the patient clicks the confirmation button, it indicates that the patient's medication has been completed. When the patient does not click the confirmation button, it indicates that the patient's medication has not been completed. If the patient has not completed their medication, a prompt will be issued every hour to remind them to take their medication. If the prompt is issued again after one hour, it will be marked as a delayed medication. If the patient does not confirm after three prompts, an emergency contact will be notified to ensure that the patient takes their medication in a timely manner.

[0036] The data management module is used to manage patient medication use, allowing patients or doctors to view and remotely monitor patient medication use at any time.

[0037] In this embodiment, patient medication is managed and remotely monitored by performing the following operations: The system automatically records the time, name, dosage, and order of each medication administration, generating a patient medication log. This log is then visualized, allowing patients or doctors to easily access and manage the patient's medication use. The system also enables remote monitoring of medication use, effectively assisting patients with home care and improving the efficacy of eye drops.

[0038] In summary, the system determines the patient's medication plan based on their condition. Based on this plan, it automatically records the eye drops the patient needs to take at home, generates a medication schedule, and sets multiple reminders for each dose. These reminders are sent via mobile phone notifications or vibrations from a smartwatch / bracelet. The system optimizes reminder timing by incorporating contextual information such as the patient's schedule, location, and menstrual cycle to avoid disturbing the patient when they are busy or unavailable. When administering medication, the system guides the patient through the correct dosage sequence, providing reminders for each dose to prevent errors. It automatically displays photos of the eye drops, instructions, and precautions, and includes a 3D animation demonstrating the correct instillation technique to help patients use the medication correctly and avoid misusing the wrong drops. The system also detects the patient's confirmation button press; if the button is not pressed, medication is incomplete, and an audible alert is emitted every hour to remind the patient. A medication log is generated to manage the patient's eye drop usage, allowing for remote monitoring and facilitating effective home care for the patient.

[0039] In this embodiment, the detection of patient calendar events, automatic delay of medication reminders to off-peak hours, real-time location tracking of the patient, triggering of reminders upon detection of the patient arriving home, and adjustment of medication reminder intensity when the patient is menstruating include: In time Perform the following operations: Query the patient calendar API; if there are currently events marked as busy, set the schedule status. Otherwise set ; Query the patient's geofence API; if the patient's location is within the preset home geofence, set the location status. Otherwise set ; Calculate the medication reminder decision value : in, For logical AND operation; when Immediately trigger medication reminders for patients; when At the same time, delay triggering medication reminders for patients; Query the patient's health app or the patient's input data; if it is marked as menstruation, then set the physiological status. Otherwise set ; Adjust the intensity of medication reminders according to physiological state. : ;in, To enhance the preset reminder intensity, The preset normal reminder intensity, If, For others.

[0040] The working principle and beneficial effects of the above technical solution are as follows: The system retrieves the patient's current schedule by querying their calendar API. If the patient has an event marked as "busy" (e.g., a meeting, work task), the system sets the schedule status to 0, indicating the patient is currently busy and not suitable for medication reminders. Otherwise, the schedule status is set to 1, indicating the patient has no busy events and is suitable for medication reminders. The system also retrieves the patient's location in real-time by querying their geofence API. When the patient enters the preset home geofence (i.e., arrives home), the system sets the location status to 1, indicating the patient is at home and suitable for receiving medication reminders. If the patient is not at home, the location status is 0. Based on the schedule and location status, a medication reminder decision value is calculated using a logical AND operation. If the medication reminder decision value is 1, it means the patient has no busy events and is at home, and the system will immediately trigger a medication reminder. If the medication reminder decision value is 0, it means the patient is busy or not at home, and the system will delay the reminder until a suitable time. The system also queries the patient's health app or uses data entered by the patient to determine if the patient is menstruating. If it is menstruation, the system will set the physiological status to 1, indicating that the patient is currently in a special menstrual period; otherwise, the physiological status will be 0. Based on the physiological status, the system adjusts the reminder intensity: if the physiological status is 1 (menstruation), the reminder intensity will be set to high, i.e., enhanced reminder, to ensure that the patient can still take medication on time during this special period. If the physiological status is 0, the reminder intensity will be normal, i.e., the regular reminder intensity.

[0041] This invention's embodiments intelligently integrate multiple factors (such as schedule, location, and physiological state) to customize medication reminders, which not only improves patient medication adherence but also optimizes the timing and intensity of reminders, thereby minimizing patient interference and discomfort.

[0042] In this embodiment, the medication guidance module also performs the following operations: When reminding patients to take their medication, obtain three-dimensional information about the patient's medication environment; Based on a pre-trained lightweight posture recognition model, the three-dimensional information of the medication environment is analyzed to determine the Euclidean distance between the tip of the medicine bottle and the center of the patient's cornea, the deviation angle between the medicine bottle axis and the visual axis, and the eyelid opening and closing degree. When the Euclidean distance between the tip of the medicine bottle and the center of the patient's cornea does not fall within the preset distance range, or the deviation angle between the medicine bottle axis and the visual axis exceeds the preset deviation angle threshold, or the eyelid opening does not exceed the preset opening threshold, the patient's medication posture is determined to be abnormal. In response to abnormal medication posture of patients, the system reminds patients to correct their medication posture.

[0043] The working principle and beneficial effects of the above technical solution are as follows: When a patient reminds them to take their medication, the system first acquires 3D information about the patient's medication environment. This information can be obtained by capturing spatial data of the environment using sensors, cameras, or other devices. The system analyzes the acquired 3D information based on a pre-trained lightweight posture recognition model. This model efficiently processes spatial data and extracts key parameters related to the patient's medication posture. The system calculates the distance between the tip of the medication bottle and the center of the patient's cornea; this distance is an important parameter for assessing the relative position between the patient's eye and the bottle. A distance that is too far or too close may indicate that the patient is not correctly aligning the bottle with their line of sight. The system analyzes the angle between the axis of the medication bottle and the patient's visual axis. Normally, the bottle should maintain a certain angle with the patient's line of sight; a large deviation angle may indicate that the patient is not accurately aligning the bottle with their line of sight. The system also monitors the degree of eyelid opening and closing, especially during eye drops, as this affects whether the medication can enter the eye smoothly. Based on the above analysis, the system determines whether the patient's medication posture is normal. The system will consider the patient's medication posture abnormal if the Euclidean distance between the tip of the medication bottle and the center of the cornea is outside the preset normal range, the deviation between the medication bottle axis and the visual axis exceeds a set threshold, or the eyelid opening / closing degree fails to reach a preset threshold. Once an abnormal posture is detected, the system will issue a medication posture correction reminder to the patient. These reminders can be delivered through sound, vision, vibration, etc., to inform the patient to adjust their posture to ensure that the patient can correctly complete the medication administration process.

[0044] Pre-training of a lightweight pose recognition model can be achieved through the following steps: We collected a large amount of medication scenario data, including the patient's 3D environment information (such as the position of the medicine bottle, the position of the eye, and the degree of eyelid opening). Simultaneously, we labeled key points in the data (such as the tip of the medicine bottle, the center of the eye, etc.) and posture labels (normal / abnormal).

[0045] We chose the MobileNet deep learning framework to build a convolutional neural network (CNN) structure to adapt to real-time pose recognition. The model needs to have low computational cost while ensuring accuracy.

[0046] Using a labeled dataset, the model is trained through transfer learning or end-to-end training to optimize its parameters, enabling it to identify key points and detect pose anomalies.

[0047] This invention significantly reduces medication errors caused by improper posture by monitoring and correcting the patient's posture during medication administration in real time. This is particularly beneficial for delicate medications like eye drops, improving therapeutic efficacy. Many patients may waste medication or experience poor results due to improper operation or incorrect posture. This system's correction reminders make medication administration easier and reduce stress for patients. Through intelligent posture recognition, it is suitable for patients of various ages and physical conditions, especially the elderly or those with poor vision, providing personalized medication guidance.

[0048] It should be noted that, in this document, relational terms such as "first" and "second" are used only to distinguish one entity or operation from another, and do not necessarily require or imply any such actual relationship or order between these entities or operations. Furthermore, the terms "comprising," "including," or any other variations thereof are intended to cover non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements includes not only those elements but also other elements not expressly listed, or elements inherent to such process, method, article, or apparatus.

[0049] Although embodiments of the invention have been shown and described, it will be understood by those skilled in the art that various changes, modifications, substitutions and alterations can be made to these embodiments without departing from the principles and spirit of the invention, the scope of which is defined by the appended claims and their equivalents.

Claims

1. An intelligent reminder-enabled eye drop application management system, characterized in that, include: The medication reminder module is used to set up a medication plan for the patient based on the patient's disease and to remind the patient to take medication at a predetermined time. The medication guidance module is used to guide patients on their medication use and to help them use medication correctly. The medication confirmation module is used to confirm the patient's medication status, and will issue a prompt sound every hour to remind the patient of any missed medication if no confirmation is made. The data management module is used to manage patient medication information, allowing patients or doctors to view and remotely monitor patient medication use at any time.

2. The intelligent reminder-enabled eye drop application management system according to claim 1, characterized in that, To develop a medication plan for a patient based on their condition, perform the following operations: Obtain the patient's disease diagnosis results and compare and analyze them with common eye diseases in a preset disease template library. Based on the patient's disease diagnosis results and referring to the preset disease template library, determine the patient's medication plan. The preset disease template library includes medication plans for common eye diseases. Based on the patient's medication plan, the system automatically records the eye drops the patient needs to use after returning home and generates a patient medication plan. The patient medication plan includes the name of the eye drops, dosage, frequency, treatment cycle, medication order, medication time, and any special medication requirements.

3. The intelligent reminder-enabled eye drop application management system according to claim 2, characterized in that, Remind patients to take their medication at the scheduled time, and perform the following operations: Multiple medication time reminders are set according to the patient's medication plan, and the patient is reminded to take the medication on time via mobile phone system notification or vibration of smartwatch / bracelet; By combining contextual information such as the patient's schedule, geographical location, and menstrual cycle, the timing of medication reminders can be optimized to avoid disturbing the patient when they are busy or inconvenient. Among these features, the system detects patient calendar events, automatically delays medication reminders to off-peak hours, and provides real-time location tracking of the patient. It also triggers reminders when the patient arrives home and adjusts the intensity of medication reminders when the patient is menstruating.

4. The intelligent reminder-enabled eye drop application management system according to claim 3, characterized in that, Provide guidance on medication use to patients and perform the following operations: When reminding patients to take medication, the system guides them on the order of use based on the various eye drops they need. This involves obtaining information on the multiple eye drops the patient needs, comparing and analyzing this information according to the doctor's orders, determining the correct order of use, and then guiding the patient to take the medications in that order. The system also provides individual reminders to the patient to ensure they take the medications in the correct order and prevent errors.

5. The intelligent reminder-enabled eye drop application management system according to claim 4, characterized in that, To guide patients on proper medication use, please perform the following actions: When patients take medication, the system automatically displays photos of the eye drops, instructions for use, and precautions, and activates a 3D animation to demonstrate the correct way to instill the eye drops, helping patients use the medication correctly and preventing them from picking up or putting in the wrong eye drops. When a patient uses the medication, the system automatically searches a pre-set eye drop database based on the recommended eye drop. It then automatically matches the eye drop that is the same as the one to be used in the database, retrieves the matching eye drop information, and automatically displays the eye drop photo, usage instructions, and precautions based on the retrieved information. It also starts a 3D animation to demonstrate the correct eye drop technique, assisting the patient in using the medication correctly.

6. The intelligent reminder-enabled eye drop application management system according to claim 5, characterized in that, When patients use the medication, the expiration date of the eye drops is monitored for safety. Specifically, the expiration date of the eye drops is compared with the current date. If the expiration date of the eye drops has passed, an alert is issued to remind the patient that the eye drops have expired.

7. The intelligent reminder-enabled eye drop application management system according to claim 6, characterized in that, To confirm the patient's medication status, perform the following operations: The system detects whether a patient clicks the confirmation button for medication administration in real time. When the patient clicks the confirmation button, it indicates that the patient's medication has been completed. When the patient does not click the confirmation button, it indicates that the patient's medication has not been completed. If the patient has not completed their medication, a prompt will be issued every hour to remind them to take their medication. If the patient is reminded again after one hour, the eye drops will be marked as delayed. If the patient does not confirm after three times, an emergency contact will be notified.

8. The intelligent reminder-enabled eye drop application management system according to claim 7, characterized in that, Manage patient medication use, remotely monitor patient medication use, and perform the following operations: The system automatically records the time, name, dosage, and order of each medication administration, generating a patient medication log. This log is then visualized, allowing patients or doctors to easily access and manage the patient's medication use remotely.

9. The intelligent reminder-enabled eye drop application management system according to claim 3, characterized in that, The system detects patient calendar events, automatically delays medication reminders to off-peak hours, and provides real-time location tracking of the patient. Reminders are triggered upon the patient arriving home, and the intensity of medication reminders is adjusted when the patient is menstruating. This includes: In time Perform the following operations: Query the patient calendar API; if there are currently events marked as busy, set the schedule status. Otherwise set ; Query the patient's geofence API; if the patient's location is within the preset home geofence, set the location status. Otherwise set ; Calculate the medication reminder decision value : in, For logical AND operation; when Immediately trigger medication reminders for patients; when At the same time, delay triggering medication reminders for patients; Query the patient's health app or the patient's input data; if it is marked as menstruation, then set the physiological status. Otherwise set ; Adjust the intensity of medication reminders according to physiological state. : ;in, To enhance the preset reminder intensity, The preset normal reminder intensity, If, For others.

10. The intelligent reminder-enabled eye drop application management system according to claim 1, characterized in that, The medication guidance module also performs the following operations: When reminding patients to take their medication, obtain three-dimensional information about the patient's medication environment; Based on a pre-trained lightweight posture recognition model, the three-dimensional information of the medication environment is analyzed to determine the Euclidean distance between the tip of the medicine bottle and the center of the patient's cornea, the deviation angle between the medicine bottle axis and the visual axis, and the eyelid opening and closing degree. When the Euclidean distance between the tip of the medicine bottle and the center of the patient's cornea does not fall within the preset distance range, or the deviation angle between the medicine bottle axis and the visual axis exceeds the preset deviation angle threshold, or the eyelid opening does not exceed the preset opening threshold, the patient's medication posture is determined to be abnormal. In response to abnormal medication posture of patients, the system reminds patients to correct their medication posture.

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