Cardiovascular postoperative digital therapy system based on artificial intelligence and mobile internet technology

Abstract

The invention discloses a cardiovascular postoperative digital therapy system based on artificial intelligence and mobile internet technology, which belongs to the technical field of cardiovascular postoperative and comprises a remote home health monitoring module, a remote online consultation and suggestion module, a personalized care plan scheme module and a customized rehabilitation service package module. The problems that existing postoperative recovery also needs long-time medical treatment and rehabilitation treatment, the needed cost is relatively high, a plurality of departments, doctors and nurses need to work cooperatively in the treatment process, and management is relatively difficult are solved, doctor-patient interaction is achieved, a more convenient and efficient rehabilitation treatment scheme is provided for patients, and the rehabilitation treatment efficiency is improved. By integrating various rehabilitation treatment modules, one-stop service is provided for a patient, rehabilitation of the patient is assisted comprehensively from the aspects of monitoring, rehabilitation exercise, diet management, psychological support and the like, treatment suggestions are provided, and rehabilitation management cost and mental burden are reduced.

Description

Technical Field

[0001] This invention relates to the field of cardiovascular surgery technology, specifically to a digital therapy system for cardiovascular surgery based on artificial intelligence and mobile internet technology. Background Technology

[0002] The cardiovascular system consists of the heart and blood vessels, which include arteries, veins, and capillaries. The heart is a hollow muscular organ located in the middle of the chest cavity, divided into two chambers by a septum. Each chamber is further divided into an atrium (upper part) and a ventricle (lower part). The atria collect blood entering the heart, while the ventricles eject blood out. Valves at the inlet and outlet of the ventricles ensure unidirectional blood flow. Under different physiological conditions, the metabolic levels of various organs and tissues differ, resulting in varying blood flow requirements. Cardiovascular activity, under the regulation of the nervous and humoral systems, alters cardiac output and peripheral resistance, coordinating blood flow distribution among organs and tissues to meet their specific blood flow needs.

[0003] Cardiovascular disease is one of the most common and deadliest causes of death worldwide. Cardiovascular surgery is a crucial treatment for cardiovascular disease. Despite the increasing sophistication of surgical techniques, the incidence of postoperative complications remains relatively high. Furthermore, postoperative recovery requires a lengthy period of medical and rehabilitation treatment, incurring relatively high costs. The treatment process necessitates collaboration among multiple departments, doctors, and nurses, making management relatively challenging. Summary of the Invention

[0004] The purpose of this invention is to provide a digital therapy system for cardiovascular surgery based on artificial intelligence and mobile internet technology, enabling doctor-patient interaction and providing patients with more convenient and efficient rehabilitation treatment plans. By integrating multiple rehabilitation treatment modules, it provides patients with one-stop service, comprehensively assisting patients in their recovery from aspects such as monitoring, rehabilitation exercises, dietary management, and psychological support, and providing treatment suggestions, reducing the cost and mental burden of rehabilitation management, and solving the problems mentioned in the background art.

[0005] To achieve the above objectives, the present invention provides the following technical solution:

[0006] Postoperative digital therapy systems for cardiovascular diseases based on artificial intelligence and mobile internet technologies include:

[0007] The remote home health monitoring module uses wearable devices, cloud health records, and smart home sensors to record postoperative patients' blood pressure, heart rate, medication, and sleep quality information at home, generate statistical trends, assess the postoperative patients' physical condition, and promptly diagnose and warn of patient risks.

[0008] The remote online consultation and advice module allows postoperative patients to consult with doctors online through the cardiovascular postoperative digital therapy system. Doctors provide corresponding treatment suggestions based on the online consultation questions from postoperative patients and offer one-stop health management services for them.

[0009] The personalized care plan module allows doctors to analyze patients' conditions online and intelligently generate care plans. Post-operative patients can manage themselves according to the task reminders from the case manager, monitor their physical data at home, and carry out rehabilitation training.

[0010] The customized rehabilitation service package module, with the help of the digital therapy system for cardiovascular surgery, provides health education to postoperative patients, teaching them five major courses: exercise, diet, nutrition, sleep, and psychology. Through exercise and diet, it changes their lifestyle and provides comprehensive rehabilitation treatment and management for postoperative patients.

[0011] Preferably, the remote home health monitoring module includes:

[0012] The cloud health record establishment unit uses the post-cardiovascular surgery digital therapy system to establish a patient cloud health record, which includes, but is not limited to, the patient's name, gender, age, address, ID number, and contact number.

[0013] The smart home health monitoring unit, with the help of wearable devices and smart home sensors, can monitor and record postoperative patients' blood pressure, heart rate, medication and sleep quality information in real time at home, and determine the digital record of postoperative cardiovascular surgery for postoperative patients.

[0014] The physical condition statistical assessment unit generates statistical trends based on the postoperative digital records of cardiovascular patients, assesses the physical condition of postoperative patients based on the postoperative digital records, determines the corresponding postoperative patient assessment report, and makes timely diagnoses and early warnings of patient risks based on the postoperative patient assessment report.

[0015] Preferably, the remote home health monitoring module is used to conduct remote home health monitoring for postoperative patients, and the following operations are performed:

[0016] Establish patient cloud health records based on a digital therapy system for cardiovascular surgery;

[0017] Based on wearable devices and smart home sensors, the system monitors and records postoperative patients' blood pressure, heart rate, medication and sleep quality information in real time at home. Combined with the patient's cloud health record, the system determines the postoperative digital record of the cardiovascular system.

[0018] Statistical trends are generated based on postoperative digital records of cardiovascular patients.

[0019] The postoperative patient's physical condition is assessed based on the digital records of cardiovascular surgery, and a corresponding postoperative patient assessment report is generated.

[0020] Timely diagnosis and early warning of patient risks based on postoperative patient assessment reports;

[0021] If the postoperative digital record of a patient's cardiovascular surgery is outside the standard postoperative record range, then the patient has abnormal postoperative behavior and a risk warning needs to be issued.

[0022] If the postoperative digital records of a patient's cardiovascular surgery fall within the standard range for postoperative cardiovascular surgery, then the patient does not exhibit any abnormal postoperative behavior and there is no need to issue a risk warning.

[0023] Preferably, if the postoperative digital record of a cardiovascular patient is outside the standard postoperative cardiovascular record range, then the patient exhibits abnormal postoperative behavior and requires risk warning, including:

[0024] When any data in the postoperative cardiovascular digital record of a postoperative patient is outside the range of its corresponding standard postoperative cardiovascular record for the first time, extract the data information that is outside the range of the standard postoperative cardiovascular record and its corresponding standard data information.

[0025] Using the data information that is not within the standard recording range after cardiovascular surgery and its corresponding standard data information, a first monitoring period is set; wherein, the first monitoring period is obtained by the following formula:

[0026]

[0027] Where T1 represents the first monitoring period; S represents the actual value of data information outside the standard recording range after cardiovascular surgery; S0 represents the boundary value of the data information outside the standard recording range after cardiovascular surgery and its corresponding standard data information; T0 represents the preset baseline monitoring period, with a value range of 3-10 days; T s This indicates the time interval between the current occurrence of data information that is outside the standard recording range after cardiovascular surgery and the surgery; T a It indicates the length of time after surgery when the patient can be removed from monitoring for healthy signs; ΔS0 represents the range of standard data information corresponding to the data information that is not within the standard recording range after cardiovascular surgery; exp represents an exponential function with base e.

[0028] During the first monitoring period, digital records of the postoperative cardiovascular surgery of the patient are acquired, and a first health impact factor is obtained using these digital records; wherein, the first health impact factor is obtained using the following formula:

[0029]

[0030] Where K1 represents the first health impact factor; S i S represents the actual value of the i-th postoperative data; 0i ΔS represents the boundary value of the standard data corresponding to the i-th postoperative data; i Exp represents the standard data range corresponding to the postoperative data information of the IGth digit; exp represents an exponential function with base e.

[0031] When the first health impact factor is lower than a preset impact factor threshold, a second monitoring period is set; wherein, the second monitoring period is obtained by the following formula:

[0032]

[0033] Among them, T 21 This indicates the second monitoring period when the first health impact factor is lower than a preset impact factor threshold; K0 represents the preset impact factor threshold; K1 represents the first health impact factor.

[0034] When the first health impact factor reaches or exceeds the preset impact factor threshold, the second health impact factor is obtained using the first impact factor and the impact factor threshold, and the second monitoring period is obtained using the second health impact factor.

[0035] During the second monitoring period, the total number of times that the postoperative cardiovascular digital records of the postoperative patients were outside the range of the standard postoperative cardiovascular records of the postoperative patients was counted.

[0036] If the total number of times the postoperative cardiovascular digital records of the postoperative patient are outside the standard postoperative cardiovascular records of the postoperative patient during the second monitoring period exceeds the preset threshold, then the postoperative patient has abnormal postoperative behavior and a risk warning needs to be issued to the postoperative patient.

[0037] Preferably, when the first health impact factor reaches or exceeds a preset impact factor threshold, a second health impact factor is obtained using the first impact factor and the impact factor threshold, and a second monitoring period is obtained using the second health impact factor, including:

[0038] When the first health impact factor reaches or exceeds the preset impact factor threshold, the first health impact factor and the impact factor threshold are extracted.

[0039] A second health impact factor is obtained using the first impact factor and the impact factor threshold, wherein the second health impact factor is obtained by the following formula:

[0040]

[0041] Where K2 represents the second health impact factor; S i S represents the actual value of the i-th postoperative data; 0i ΔS represents the boundary value of the standard data corresponding to the i-th postoperative data; i Exp represents the standard data range corresponding to the postoperative data of the IGth digit; K0 represents the preset threshold of the impact factor; K1 represents the first health impact factor.

[0042] When the second health impact factor is lower than the preset impact factor threshold, a second monitoring period is set using the first time model; wherein, the first time model is as follows:

[0043]

[0044] Among them, T 22 K0 represents the second monitoring period obtained by the first time model; K2 represents the second health impact factor; K1 represents the first health impact factor.

[0045] When the second health impact factor reaches or exceeds the preset impact factor threshold, a second monitoring period is set using a second time model; wherein, the second time model is as follows:

[0046]

[0047] Among them, T 23 K0 represents the second monitoring period obtained by the second time model; K2 represents the second health impact factor; and K1 represents the first health impact factor.

[0048] Preferably, the remote online consultation and advice module includes:

[0049] The remote online consultation unit allows postoperative patients to consult with doctors online through the cardiovascular postoperative digital therapy system. This includes online consultations with doctors based on HIS synchronized medical records and the postoperative digital records of the patient's cardiovascular surgery.

[0050] The remote treatment suggestion unit allows doctors to remotely receive online consultations from postoperative patients and provide relevant treatment suggestions based on these questions, as well as offering one-stop health management services for postoperative patients.

[0051] Preferably, based on postoperative patient assessment reports, timely diagnosis and early warning of patient risks are performed, and the following operations are performed:

[0052] Given the abnormal postoperative behavior of patients, it is necessary to conduct risk warnings for postoperative patients.

[0053] The medical team and case managers provide risk warnings to postoperative patients, push relevant popular science knowledge to postoperative patients, and at the same time, manually intervene and send follow-up visit text messages to postoperative patients.

[0054] Post-operative patients receive a text message reminder for their follow-up visit and complete the necessary examinations and assessments before the visit.

[0055] Postoperative patients can schedule follow-up appointments online or offline. The medical team sets up follow-up appointment schedules, and the case manager sets up doctor schedules to schedule follow-up appointments for postoperative patients.

[0056] Post-operative patients will have their follow-up appointments at the scheduled time. The medical team will conduct online follow-up consultations for post-operative patients, and the case manager will remind the post-operative patients to complete the online follow-up consultations.

[0057] Postoperative patients can consult doctors and case managers online about their daily problems. The medical team provides consultation for postoperative patients, and the case managers provide daily assistance.

[0058] Preferably, the personalized care plan module includes:

[0059] The intelligent care plan generation unit, based on the HIS synchronized medical records and the postoperative digital records of cardiovascular patients, allows doctors to analyze the postoperative patients' conditions online and intelligently generate care plans based on the patients' conditions.

[0060] In the self-management rehabilitation training unit, the case manager adjusts the care plan according to the postoperative patient's condition and reminds the postoperative patient to complete daily tasks. The postoperative patient manages themselves according to the case manager's daily task reminders, monitors physical data at home, and carries out rehabilitation training.

[0061] Preferably, the customized rehabilitation service package module includes:

[0062] Online purchase of service packages allows doctors to analyze postoperative patients' conditions online and intelligently generate care plans based on those conditions. Postoperative patients can then purchase annual care plan service packages online.

[0063] The system automatically generates rehabilitation plans. After postoperative patients purchase a year-long care plan service package online, the system automatically generates rehabilitation plans using the digital therapy system for postoperative cardiovascular surgery. It also provides health education to postoperative patients, teaching them five major courses: exercise, diet, nutrition, sleep, and psychology.

[0064] The comprehensive rehabilitation management unit allows postoperative patients to review and complete daily rehabilitation tasks across five major areas: exercise, diet, nutrition, sleep, and mental health. By changing lifestyle through exercise and diet, the unit provides comprehensive rehabilitation treatment and management for postoperative patients.

[0065] Preferably, postoperative patients review and complete daily rehabilitation tasks across five major areas: learning and exercise, diet, nutrition, sleep, and mental well-being, and perform the following operations:

[0066] Obtain the daily rehabilitation tasks of postoperative patients and analyze and monitor these tasks.

[0067] If a postoperative patient completes their daily rehabilitation tasks, no rehabilitation reminders will be given.

[0068] If a postoperative patient fails to complete their daily rehabilitation tasks, they will be given rehabilitation reminders, and specific reminders will be given based on their progress in completing the daily rehabilitation tasks.

[0069] Compared with the prior art, the beneficial effects of the present invention are:

[0070] This invention, by introducing advanced global cloud-based equipment and algorithms, enables online monitoring, remote consultation, and rehabilitation support. Based on monitoring technology and treatment plans, it provides patients with a more comprehensive rehabilitation treatment and management plan. Furthermore, it integrates artificial intelligence and mobile internet technologies to achieve doctor-patient interaction, providing patients with more convenient and efficient rehabilitation treatment plans. By integrating multiple rehabilitation treatment modules, it provides patients with one-stop service, assisting them in rehabilitation in all aspects from monitoring to rehabilitation exercises, dietary management, and psychological support, and providing treatment suggestions to reduce the cost and mental burden of rehabilitation management. Attached Figure Description

[0071] Figure 1 This is a schematic diagram of the module principle of the cardiovascular postoperative digital therapy system of the present invention;

[0072] Figure 2 This is a flowchart of the business process of the cardiovascular postoperative digital therapy system of the present invention. Detailed Implementation

[0073] 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.

[0074] To address the existing issues of prolonged postoperative recovery requiring extensive medical and rehabilitation treatment, relatively high costs, and the need for collaboration among multiple departments, doctors, and nurses, making management somewhat challenging, please refer to [the relevant documentation / reference needed]. Figures 1-2 This embodiment provides the following technical solution:

[0075] Postoperative digital therapy systems for cardiovascular diseases based on artificial intelligence and mobile internet technologies include:

[0076] The remote home health monitoring module uses wearable devices, cloud health records, and smart home sensors to record postoperative patients' blood pressure, heart rate, medication, and sleep quality information at home, generate statistical trends, assess the postoperative patients' physical condition, and promptly diagnose and warn of patient risks.

[0077] It should be noted that the remote home health monitoring module includes a cloud health record creation unit, a smart home health monitoring unit, and a physical condition statistical assessment unit.

[0078] Specifically, the cloud health record establishment unit uses the post-cardiovascular surgery digital therapy system to establish patient cloud health records, which include, but are not limited to, patient name, patient gender, patient age, patient address, patient ID number and patient contact number.

[0079] Specifically, the smart home health monitoring unit, with the help of wearable devices and smart home sensors, monitors and records postoperative patients' blood pressure, heart rate, medication and sleep quality information in real time at home, and determines the digital records of postoperative cardiovascular surgery for postoperative patients.

[0080] Specifically, the physical condition statistical assessment unit generates statistical trends based on the postoperative digital records of cardiovascular patients, assesses the physical condition of postoperative patients based on the postoperative digital records, determines the corresponding postoperative patient assessment report, and makes timely diagnoses and early warnings of patient risks based on the postoperative patient assessment report.

[0081] It should be noted that remote home health monitoring of postoperative patients via the remote home health monitoring module includes:

[0082] Establish patient cloud health records based on a digital therapy system for cardiovascular surgery;

[0083] Based on wearable devices and smart home sensors, the system monitors and records postoperative patients' blood pressure, heart rate, medication and sleep quality information in real time at home. Combined with the patient's cloud health record, the system determines the postoperative digital record of the cardiovascular system.

[0084] Statistical trends are generated based on postoperative digital records of cardiovascular patients.

[0085] The postoperative patient's physical condition is assessed based on the digital records of cardiovascular surgery, and a corresponding postoperative patient assessment report is generated.

[0086] Timely diagnosis and early warning of patient risks based on postoperative patient assessment reports;

[0087] If the postoperative digital record of a patient's cardiovascular surgery is outside the standard postoperative record range, then the patient has abnormal postoperative behavior and a risk warning needs to be issued.

[0088] If the postoperative digital records of a patient's cardiovascular surgery fall within the standard range for postoperative cardiovascular surgery, then the patient does not exhibit any abnormal postoperative behavior and there is no need to issue a risk warning.

[0089] The remote online consultation and advice module allows postoperative patients to consult with doctors online through the cardiovascular postoperative digital therapy system. Doctors provide corresponding treatment suggestions based on the online consultation questions from postoperative patients and offer one-stop health management services for them.

[0090] Specifically, if a patient's postoperative cardiovascular digital record falls outside the standard postoperative cardiovascular record range, this indicates abnormal postoperative behavior and necessitates risk warnings, including:

[0091] When any data in the postoperative cardiovascular digital record of a postoperative patient is outside the range of its corresponding standard postoperative cardiovascular record for the first time, extract the data information that is outside the range of the standard postoperative cardiovascular record and its corresponding standard data information.

[0092] Using the data information that is not within the standard recording range after cardiovascular surgery and its corresponding standard data information, a first monitoring period is set; wherein, the first monitoring period is obtained by the following formula:

[0093]

[0094] Where T1 represents the first monitoring period; S represents the actual value of data information outside the standard recording range after cardiovascular surgery; S0 represents the boundary value of the data information outside the standard recording range after cardiovascular surgery and its corresponding standard data information; T0 represents the preset baseline monitoring period, with a value range of 3-10 days; T s This indicates the time interval between the current occurrence of data information that is outside the standard recording range after cardiovascular surgery and the surgery; T a It indicates the length of time after surgery when the patient can be removed from monitoring for healthy signs; ΔS0 represents the range of standard data information corresponding to the data information that is not within the standard recording range after cardiovascular surgery; exp represents an exponential function with base e.

[0095] During the first monitoring period, digital records of the postoperative cardiovascular surgery of the patient are acquired, and a first health impact factor is obtained using these digital records; wherein, the first health impact factor is obtained using the following formula:

[0096]

[0097] Where K1 represents the first health impact factor; S i S represents the actual value of the i-th postoperative data; 0i ΔS represents the boundary value of the standard data corresponding to the i-th postoperative data; i Exp represents the standard data range corresponding to the postoperative data information of the IGth digit; exp represents an exponential function with base e.

[0098] When the first health impact factor is lower than a preset impact factor threshold, a second monitoring period is set; wherein, the second monitoring period is obtained by the following formula:

[0099]

[0100] Among them, T 21 This indicates the second monitoring period when the first health impact factor is lower than a preset impact factor threshold; K0 represents the preset impact factor threshold; K1 represents the first health impact factor.

[0101] When the first health impact factor reaches or exceeds the preset impact factor threshold, the second health impact factor is obtained using the first impact factor and the impact factor threshold, and the second monitoring period is obtained using the second health impact factor.

[0102] During the second monitoring period, the total number of times that the postoperative cardiovascular digital records of the postoperative patients were outside the range of the standard postoperative cardiovascular records of the postoperative patients was counted.

[0103] If the total number of times the postoperative cardiovascular digital records of the postoperative patient are outside the standard postoperative cardiovascular records of the postoperative patient during the second monitoring period exceeds the preset threshold, then the postoperative patient has abnormal postoperative behavior and a risk warning needs to be issued to the postoperative patient.

[0104] The technical effect of the above solution is as follows: By monitoring postoperative cardiovascular data, a first monitoring period is set in the early postoperative stage. The length of this monitoring period is determined by a preset baseline monitoring period (T0) and the length of time (Ta) after surgery when the patient can be removed from monitoring for healthy signs. During the first monitoring period, the postoperative digital records of the patient's cardiovascular system are monitored in real time.

[0105] During the first monitoring period, data information that is not within the standard recording range after cardiovascular surgery, as well as its corresponding standard data information, are extracted, namely the actual values ​​and boundary values ​​of postoperative cardiovascular indicators.

[0106] The first health impact factor is obtained by calculating the extracted abnormal data and its corresponding standard data. This factor is used to assess the cardiovascular health status of postoperative patients. If the health impact factor is lower than the preset impact factor threshold (K0), the second monitoring period begins.

[0107] During the second monitoring period, the total number of times the postoperative cardiovascular digital records of the patient deviated from the standard postoperative cardiovascular record range is counted and compared with a preset threshold. If the total number exceeds the preset threshold, the patient is considered to have exhibited abnormal postoperative behavior, triggering a risk warning.

[0108] If the first health impact factor falls below a preset impact factor threshold during the first monitoring period, a second monitoring period will be established. During the second monitoring period, a second health impact factor will be obtained based on the first health impact factor and the impact factor threshold, and monitoring will continue based on the second health impact factor to increase the accuracy and timeliness of early warnings.

[0109] Overall, this technology can help medical staff detect abnormal behaviors in postoperative cardiovascular patients in a timely manner, provide risk warnings and interventions, and improve the safety and health prognosis of postoperative patients.

[0110] Specifically, when the first health impact factor reaches or exceeds a preset impact factor threshold, a second health impact factor is obtained using the first impact factor and the impact factor threshold, and a second monitoring period is obtained using the second health impact factor, including:

[0111] When the first health impact factor reaches or exceeds the preset impact factor threshold, the first health impact factor and the impact factor threshold are extracted.

[0112] A second health impact factor is obtained using the first impact factor and the impact factor threshold, wherein the second health impact factor is obtained by the following formula:

[0113]

[0114] Where K2 represents the second health impact factor; S i S represents the actual value of the i-th postoperative data; 0i ΔS represents the boundary value of the standard data corresponding to the i-th postoperative data; i Exp represents the standard data range corresponding to the postoperative data of the IGth digit; K0 represents the preset threshold of the impact factor; K1 represents the first health impact factor.

[0115] When the second health impact factor is lower than the preset impact factor threshold, a second monitoring period is set using the first time model; wherein, the first time model is as follows:

[0116]

[0117] Among them, T 22 K0 represents the second monitoring period obtained by the first time model; K2 represents the second health impact factor; K1 represents the first health impact factor.

[0118] When the second health impact factor reaches or exceeds the preset impact factor threshold, a second monitoring period is set using a second time model; wherein, the second time model is as follows:

[0119]

[0120] Among them, T 23 K0 represents the second monitoring period obtained by the second time model; K2 represents the second health impact factor; and K1 represents the first health impact factor.

[0121] The technical effect of the above solution is as follows: by comparing the first health impact factor with a preset impact factor threshold, it is determined whether the patient has reached or exceeded the preset threshold. When the first health impact factor is higher than the threshold, a second health impact factor (K2) is calculated. The second health impact factor will continue to assess the patient's cardiovascular health status after surgery and will be used to determine whether further monitoring is needed.

[0122] Based on the level of the second health impact factor, different time models are selected to set the second monitoring period. If the second health impact factor is lower than the preset impact factor threshold, the first time model (T22) is used to set the second monitoring period. If the second health impact factor reaches or exceeds the preset impact factor threshold, the second time model (T23) is used to set the second monitoring period.

[0123] Introducing a second health impact factor and different time models allows for more accurate detection of anomalies that might be missed in the early stages. This helps to identify abnormal behaviors in postoperative patients more promptly and take appropriate measures, thereby improving the sensitivity of risk warnings.

[0124] By combining the first and second health influencing factors, along with the second monitoring period obtained from different time models, a comprehensive assessment of the health status of postoperative cardiovascular patients can be achieved. This helps healthcare professionals more accurately determine whether patients exhibit abnormal postoperative behavior, thereby enabling better decision-making regarding risk warnings and interventions.

[0125] In summary, this technical solution, based on the original risk warning method, introduces a second health influencing factor and different time models, which further improves the accuracy and sensitivity of the warning, and helps to better protect the safety and health of postoperative cardiovascular patients.

[0126] It should be noted that the remote online consultation and advice module includes:

[0127] The remote online consultation unit allows postoperative patients to consult with doctors online through the cardiovascular postoperative digital therapy system. This includes online consultations with doctors based on HIS synchronized medical records and the postoperative digital records of the patient's cardiovascular surgery.

[0128] The remote treatment suggestion unit allows doctors to remotely receive online consultations from postoperative patients and provide relevant treatment suggestions based on these questions, as well as offering one-stop health management services for postoperative patients.

[0129] It should be noted that, based on postoperative patient assessment reports, timely diagnosis and early warning of patient risks should be performed by performing the following operations:

[0130] Given the abnormal postoperative behavior of patients, it is necessary to conduct risk warnings for postoperative patients.

[0131] The medical team and case managers provide risk warnings to postoperative patients, push relevant popular science knowledge to postoperative patients, and at the same time, manually intervene and send follow-up visit text messages to postoperative patients.

[0132] Post-operative patients receive a text message reminder for their follow-up visit and complete the necessary examinations and assessments before the visit.

[0133] Postoperative patients can schedule follow-up appointments online or offline. The medical team sets up follow-up appointment schedules, and the case manager sets up doctor schedules to schedule follow-up appointments for postoperative patients.

[0134] Post-operative patients will have their follow-up appointments at the scheduled time. The medical team will conduct online follow-up consultations for post-operative patients, and the case manager will remind the post-operative patients to complete the online follow-up consultations.

[0135] Postoperative patients can consult doctors and case managers online about their daily problems. The medical team provides consultation for postoperative patients, and the case managers provide daily assistance.

[0136] The personalized care plan module allows doctors to analyze patients' conditions online and intelligently generate care plans. Post-operative patients can manage themselves according to the task reminders from the case manager, monitor their physical data at home, and carry out rehabilitation training.

[0137] It should be noted that the personalized care plan module includes:

[0138] The intelligent care plan generation unit, based on the HIS synchronized medical records and the postoperative digital records of cardiovascular patients, allows doctors to analyze the postoperative patients' conditions online and intelligently generate care plans based on the patients' conditions.

[0139] In the self-management rehabilitation training unit, the case manager adjusts the care plan according to the postoperative patient's condition and reminds the postoperative patient to complete daily tasks. The postoperative patient manages themselves according to the case manager's daily task reminders, monitors physical data at home, and carries out rehabilitation training.

[0140] The customized rehabilitation service package module, with the help of the digital therapy system for cardiovascular surgery, provides health education to postoperative patients, teaching them five major courses: exercise, diet, nutrition, sleep, and psychology. Through exercise and diet, it changes their lifestyle and provides comprehensive rehabilitation treatment and management for postoperative patients.

[0141] It should be noted that the customized rehabilitation service package module includes:

[0142] Online purchase of service packages allows doctors to analyze postoperative patients' conditions online and intelligently generate care plans based on those conditions. Postoperative patients can then purchase annual care plan service packages online.

[0143] The system automatically generates rehabilitation plans. After postoperative patients purchase a year-long care plan service package online, the system automatically generates rehabilitation plans using the digital therapy system for postoperative cardiovascular surgery. It also provides health education to postoperative patients, teaching them five major courses: exercise, diet, nutrition, sleep, and psychology.

[0144] The comprehensive rehabilitation management unit allows postoperative patients to review and complete daily rehabilitation tasks across five major areas: exercise, diet, nutrition, sleep, and mental health. By changing lifestyle through exercise and diet, the unit provides comprehensive rehabilitation treatment and management for postoperative patients.

[0145] It should be noted that after surgery, patients should review and complete the daily rehabilitation tasks covering five major areas: learning and exercise, diet, nutrition, sleep, and mental health, and perform the following operations:

[0146] Obtain the daily rehabilitation tasks of postoperative patients and analyze and monitor these tasks.

[0147] If a postoperative patient completes their daily rehabilitation tasks, no rehabilitation reminders will be given.

[0148] If a postoperative patient fails to complete their daily rehabilitation tasks, they will be given rehabilitation reminders, and specific reminders will be given based on their progress in completing the daily rehabilitation tasks.

[0149] It should be noted that, with digital postoperative management and rehabilitation training in cardiovascular medicine as the core, offline patients are synchronized online. A professional management team composed of medical staff and case managers is formed to achieve the goal of continuous and proactive management from in-hospital to out-of-hospital. This provides professional guidance for postoperative rehabilitation, precise intervention of risk factors, and improves the difficulty of out-of-hospital management of patients. At the same time, personalized home rehabilitation plans are provided for postoperative cardiovascular patients through lifestyle interventions.

[0150] In summary, the cardiovascular postoperative digital therapy system of this invention, based on artificial intelligence and mobile internet technology, utilizes these technologies to realize a digital therapy system for cardiovascular postoperative care supported by advanced cloud-based equipment and algorithms. This provides doctors and patients with a novel digital rehabilitation treatment solution, offering comprehensive rehabilitation support and management for cardiovascular postoperative patients. It reduces the risk of recurrence after surgery, optimizes rehabilitation outcomes, and simultaneously reduces the cost and psychological burden of rehabilitation treatment. This can improve the quality of life for cardiovascular postoperative patients, enhance the efficiency and effectiveness of medical institutions and patients, increase public recognition and acceptance of the cardiovascular postoperative digital therapy system, promote technological development and application in this field, and foster the sustainable development of the entire industry, thus possessing positive economic and social benefits.

[0151] 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.

[0152] 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. A digital therapy system for cardiovascular surgery based on artificial intelligence and mobile internet technology, characterized in that, include: The remote home health monitoring module uses wearable devices, cloud health records, and smart home sensors to record postoperative patients' blood pressure, heart rate, medication, and sleep quality information at home, generate statistical trends, assess the postoperative patients' physical condition, and promptly diagnose and warn of patient risks. The remote online consultation and advice module allows postoperative patients to consult with doctors online through the cardiovascular postoperative digital therapy system. Doctors provide corresponding treatment suggestions based on the online consultation questions from postoperative patients and offer one-stop health management services for them. The personalized care plan module allows doctors to analyze patients' conditions online and intelligently generate care plans. Post-operative patients can manage themselves according to the task reminders from the case manager, monitor their physical data at home, and carry out rehabilitation training. The customized rehabilitation service package module, with the help of the digital therapy system for cardiovascular surgery, provides health education to postoperative patients, teaching them five major courses: exercise, diet, nutrition, sleep, and psychology. Through exercise and diet, it changes their lifestyle and provides comprehensive rehabilitation treatment and management for postoperative patients.

2. The cardiovascular postoperative digital therapy system based on artificial intelligence and mobile internet technology according to claim 1, characterized in that: The remote home health monitoring module includes: The cloud health record establishment unit uses the post-cardiovascular surgery digital therapy system to establish a patient cloud health record, which includes, but is not limited to, the patient's name, gender, age, address, ID number, and contact number. The smart home health monitoring unit, with the help of wearable devices and smart home sensors, can monitor and record postoperative patients' blood pressure, heart rate, medication and sleep quality information in real time at home, and determine the digital record of postoperative cardiovascular surgery for postoperative patients. The physical condition statistical assessment unit generates statistical trends based on the postoperative digital records of cardiovascular patients, assesses the physical condition of postoperative patients based on the postoperative digital records, determines the corresponding postoperative patient assessment report, and makes timely diagnoses and early warnings of patient risks based on the postoperative patient assessment report.

3. The cardiovascular postoperative digital therapy system based on artificial intelligence and mobile internet technology according to claim 2, characterized in that: The remote home health monitoring module is used to remotely monitor the health of postoperative patients at home, and the following operations are performed: Establish patient cloud health records based on a digital therapy system for cardiovascular surgery; Based on wearable devices and smart home sensors, the system monitors and records postoperative patients' blood pressure, heart rate, medication and sleep quality information in real time at home. Combined with the patient's cloud health record, the system determines the postoperative digital record of the cardiovascular system. Statistical trends are generated based on postoperative digital records of cardiovascular patients. The postoperative patient's physical condition is assessed based on the digital records of cardiovascular surgery, and a corresponding postoperative patient assessment report is generated. Timely diagnosis and early warning of patient risks based on postoperative patient assessment reports; If the postoperative digital record of a patient's cardiovascular surgery is outside the standard postoperative record range, then the patient has abnormal postoperative behavior and a risk warning needs to be issued. If the postoperative digital records of a patient's cardiovascular surgery fall within the standard range for postoperative cardiovascular surgery, then the patient does not exhibit any abnormal postoperative behavior and there is no need to issue a risk warning.

4. The cardiovascular postoperative digital therapy system based on artificial intelligence and mobile internet technology according to claim 3, characterized in that: If a postoperative cardiovascular digital record for a patient falls outside the standard postoperative cardiovascular record range, this indicates abnormal postoperative behavior and necessitates risk warnings for the patient, including: When any data in the postoperative cardiovascular digital record of a postoperative patient is outside the range of its corresponding standard postoperative cardiovascular record for the first time, extract the data information that is outside the range of the standard postoperative cardiovascular record and its corresponding standard data information. Using the data information that is not within the standard recording range after cardiovascular surgery and its corresponding standard data information, a first monitoring period is set; wherein, the first monitoring period is obtained by the following formula: Where T1 represents the first monitoring period; S represents the actual value of data information outside the standard recording range after cardiovascular surgery; S0 represents the boundary value of the data information outside the standard recording range after cardiovascular surgery and its corresponding standard data information; T0 represents the preset baseline monitoring period, and the value range of T0 is 3-10 days; T s This indicates the time interval between the current occurrence of data information that is outside the standard recording range after cardiovascular surgery and the surgery; T a It indicates the length of time after surgery when the patient can be removed from monitoring for healthy signs; ΔS0 represents the range of standard data information corresponding to the data information that is not within the standard recording range after cardiovascular surgery; exp represents an exponential function with base e. During the first monitoring period, digital records of the postoperative cardiovascular surgery of the patient are acquired, and a first health impact factor is obtained using these digital records; wherein, the first health impact factor is obtained using the following formula: Where K1 represents the first health impact factor; S i S represents the actual value of the i-th postoperative data; 0i ΔS represents the boundary value of the standard data corresponding to the i-th postoperative data; i Exp represents the standard data range corresponding to the postoperative data information of the IGth digit; exp represents an exponential function with base e. When the first health impact factor is lower than a preset impact factor threshold, a second monitoring period is set; wherein, the second monitoring period is obtained by the following formula: wherein T 21 represents a second monitoring period when the first health impact factor is lower than a preset impact factor threshold; K0 represents the preset impact factor threshold; K1 represents the first health impact factor; When the first health impact factor reaches or exceeds the preset impact factor threshold, the second health impact factor is obtained using the first impact factor and the impact factor threshold, and the second monitoring period is obtained using the second health impact factor. During the second monitoring period, the total number of times that the postoperative cardiovascular digital records of the postoperative patients were outside the range of the standard postoperative cardiovascular records of the postoperative patients was counted. If the total number of times the postoperative cardiovascular digital records of the postoperative patient are outside the standard postoperative cardiovascular records of the postoperative patient during the second monitoring period exceeds the preset threshold, then the postoperative patient has abnormal postoperative behavior and a risk warning needs to be issued to the postoperative patient.

5. The cardiovascular postoperative digital therapy system based on artificial intelligence and mobile internet technology according to claim 4, characterized in that: When the first health impact factor reaches or exceeds a preset impact factor threshold, a second health impact factor is obtained using the first impact factor and the impact factor threshold, and a second monitoring period is obtained using the second health impact factor, including: When the first health impact factor reaches or exceeds the preset impact factor threshold, the first health impact factor and the impact factor threshold are extracted. A second health impact factor is obtained using the first impact factor and the impact factor threshold, wherein the second health impact factor is obtained by the following formula: Where K2 represents the second health impact factor; S i S represents the actual value of the i-th postoperative data; 0i ΔS represents the boundary value of the standard data corresponding to the i-th postoperative data; i Exp represents the standard data range corresponding to the postoperative data of the IGth digit; K0 represents the preset threshold of the impact factor; K1 represents the first health impact factor. When the second health impact factor is lower than the preset impact factor threshold, a second monitoring period is set using the first time model; wherein, the first time model is as follows: Among them, T 22 K0 represents the second monitoring period obtained by the first time model; K2 represents the second health impact factor; K1 represents the first health impact factor. When the second health impact factor reaches or exceeds the preset impact factor threshold, a second monitoring period is set using a second time model; wherein, the second time model is as follows: Among them, T 23 K0 represents the second monitoring period obtained by the second time model; K2 represents the second health impact factor; and K1 represents the first health impact factor.

6. The cardiovascular postoperative digital therapy system based on artificial intelligence and mobile internet technology according to claim 5, characterized in that: The remote online consultation and advice module includes: The remote online consultation unit allows postoperative patients to consult with doctors online through the cardiovascular postoperative digital therapy system. This includes online consultations with doctors based on HIS synchronized medical records and the postoperative digital records of the patient's cardiovascular surgery. The remote treatment suggestion unit allows doctors to remotely receive online consultations from postoperative patients and provide relevant treatment suggestions based on these questions, as well as offering one-stop health management services for postoperative patients.

7. The cardiovascular postoperative digital therapy system based on artificial intelligence and mobile internet technology according to claim 6, characterized in that: Based on postoperative patient assessment reports, timely diagnosis and early warning of patient risks should be conducted, and the following actions should be taken: Given the abnormal postoperative behavior of patients, it is necessary to conduct risk warnings for postoperative patients. The medical team and case managers provide risk warnings to postoperative patients, push relevant popular science knowledge to postoperative patients, and at the same time, manually intervene and send follow-up visit text messages to postoperative patients. Post-operative patients receive a text message reminder for their follow-up visit and complete the necessary examinations and assessments before the visit. Postoperative patients can schedule follow-up appointments online or offline. The medical team sets up follow-up appointment schedules, and the case manager sets up doctor schedules to schedule follow-up appointments for postoperative patients. Post-operative patients will have their follow-up appointments at the scheduled time. The medical team will conduct online follow-up consultations for post-operative patients, and the case manager will remind the post-operative patients to complete the online follow-up consultations. Postoperative patients can consult doctors and case managers online about their daily problems. The medical team provides consultation for postoperative patients, and the case managers provide daily assistance.

8. The cardiovascular postoperative digital therapy system based on artificial intelligence and mobile internet technology according to claim 7, characterized in that: The personalized care plan module includes: The intelligent care plan generation unit, based on the HIS synchronized medical records and the postoperative digital records of cardiovascular patients, allows doctors to analyze the postoperative patients' conditions online and intelligently generate care plans based on the patients' conditions. In the self-management rehabilitation training unit, the case manager adjusts the care plan according to the postoperative patient's condition and reminds the postoperative patient to complete daily tasks. The postoperative patient manages themselves according to the case manager's daily task reminders, monitors physical data at home, and carries out rehabilitation training.

9. The cardiovascular postoperative digital therapy system based on artificial intelligence and mobile internet technology according to claim 8, characterized in that: The customized rehabilitation service package module includes: Online purchase of service packages allows doctors to analyze postoperative patients' conditions online and intelligently generate care plans based on those conditions. Postoperative patients can then purchase annual care plan service packages online. The system automatically generates rehabilitation plans. After postoperative patients purchase a year-long care plan service package online, the system automatically generates rehabilitation plans using the digital therapy system for postoperative cardiovascular surgery. It also provides health education to postoperative patients, teaching them five major courses: exercise, diet, nutrition, sleep, and psychology. The comprehensive rehabilitation management unit allows postoperative patients to review and complete daily rehabilitation tasks across five major areas: exercise, diet, nutrition, sleep, and mental health. By changing lifestyle through exercise and diet, the unit provides comprehensive rehabilitation treatment and management for postoperative patients.

10. The cardiovascular postoperative digital therapy system based on artificial intelligence and mobile internet technology according to claim 9, characterized in that: Post-operatively, patients should review and complete daily rehabilitation tasks across five key areas: learning and exercise, diet, nutrition, sleep, and mental well-being. The following steps should be performed: Obtain the daily rehabilitation tasks of postoperative patients and analyze and monitor these tasks. If a postoperative patient completes their daily rehabilitation tasks, no rehabilitation reminders will be given. If a postoperative patient fails to complete their daily rehabilitation tasks, they will be given rehabilitation reminders, and specific reminders will be given based on their progress in completing the daily rehabilitation tasks.

Images