JP2022071255A - Exercise therapy support system and exercise therapy support method - Google Patents

Abstract

To support a user undergoing exercise therapy.SOLUTION: An exercise therapy support system includes: an exercise therapy module that acquires, during exercise, load data on the exercise performed by a user using exercise equipment on the basis of an exercise prescription, acquires, during the exercise, biological data measured before and after the exercise, and during the exercise by a biological data measuring device for measuring biological data on the user, evaluates, during the exercise, the exercise prescription on the basis of the load data and/or the biological data, and presents, during the exercise, an evaluation result at least to an instructor terminal device, which is a terminal device of an instructor who guides the user; an education module that selects education information for enhancing an effect of the exercise based on the exercise prescription, and presents the education information to a user terminal device during the exercise; and a continuous support module that enables the user to communicate, during the exercise, with the instructor through the instructor terminal device, and communicate with one or more other users through one or more user terminal devices of the one or more other users performing exercise at the same time, through the user terminal device.SELECTED DRAWING: Figure 1

Description

The present disclosure relates to an exercise therapy support system and an exercise therapy support method that support a user who performs exercise therapy (rehabilitation).

Heart disease is the number one cause of death in humankind, and it is the second largest cause of death in Japan after malignant neoplasms. In addition to cerebrovascular accident, which is the third largest cardiovascular disease, it is an important group of diseases that threaten the lives of the people. However, according to WHO, proper exercise, diet and smoking cessation can prevent 80% of heart disease and type 2 diabetes, and 40% of cancer, and improvement of lifestyle is to prevent serious non-communicable diseases. It is an essential measure for smoking cessation. On the other hand, exercise therapy (rehabilitation, especially cardiac rehabilitation) for ischemic heart disease such as angina and myocardial infarction, and heart failure, which is the final image of all heart diseases, is a treatment method with strong evidence, and in 2018. The enacted Basic Law for Cardiovascular Disease Countermeasures also requires prompt provision of high-quality and appropriate exercise therapy, and continuous and comprehensive provision. It is said that the mortality rate will be reduced by 20% or more for myocardial infarction, and the readmission will be reduced by about 30% for heart failure.

Japanese Unexamined Patent Publication No. 2020-057082

However, outpatient exercise therapy multiple times a week poses a high time and distance barrier for the elderly and their families, and recent AMED (Japan Agency for Medical Research and Development) studies on heart failure show recovery from the acute phase. Only a few percent of patients were able to undergo exercise therapy bilitation during the period and maintenance period. Discontinuation of outpatient exercise therapy due to the current expansion of COVID-19 promotes exacerbation of patients with acute myocardial infarction and heart failure. The occurrence of hospitalization is estimated. These two diseases alone could increase the number of deaths by about 40,000.

In view of the above circumstances, an object of the present disclosure is to support a user who performs exercise therapy, and in particular, to support a user who performs exercise therapy (remotely) at a place other than a medical institution.

The exercise therapy support system according to one form of the present disclosure is
The load data of the exercise performed by the user using the exercise equipment based on the exercise prescription is acquired during the exercise, and the data is acquired.
The biometric data measuring device that measures the biometric data of the user acquires the biometric data measured before and after the exercise and during the exercise during the exercise.
Based on the load data and / or the biometric data, the exercise prescription is evaluated during the exercise.
An exercise therapy module that presents the evaluation result to at least the instructor terminal device, which is the instructor's terminal device for instructing the user, during the exercise.
The load data and the biological data are acquired during the exercise, and the load data and the biological data are acquired.
Based on the load data and / or the biological data and the exercise prescription, educational information for enhancing the effect of exercise based on the exercise prescription is selected.
An education module that presents the selected educational information to at least a user terminal device, which is a terminal device of the user, during the exercise.
The user via the user terminal device, the user via the leader terminal device, and one or more user terminal devices of one or more other users who are exercising at the same time. It is equipped with a continuation support module that enables communication with other users during the exercise.

With the exercise therapy module, the instructor determines whether each user's exercise according to the exercise prescription is appropriate or the exercise prescription is inappropriate for the user based on the presented evaluation result. The evaluation result can be communicated to the user. The education module allows the user to view e-learning content during exercise to enhance the effectiveness of the exercise based on the exercise prescription. By performing exercise therapy in a group (while communicating with multiple users) with the continuation support module, it is possible to enhance the effect of exercise therapy compared to exercise therapy performed alone, and counseling from the instructor. It is possible to further enhance the effect of exercise therapy by performing comprehensive exercise therapy with the addition of guidance and guidance.

The continuation support module selectively enables one-to-one calls or videophones and one-to-many calls or videophones as communication during the exercise.

It is effective to continue the exercise therapy of each user by adding guidance by one-to-one call or videophone between the user and the instructor, and maintaining the motivation of the user by one-to-many call or videophone between users. Can be supported.

The exercise therapy module
As an evaluation of the exercise prescription, it is determined during the exercise that the exercise prescription is changed.
A request for outputting an instruction to change the load of the exercise is presented to the instructor terminal device during the exercise.
An instruction to change the exercise prescription according to the output from the instructor terminal device is presented to the user terminal device during the exercise.

As a result, the instructor can instruct the user to change the exercise prescription immediately during exercise based on the evaluation result (change the exercise prescription) by the exercise therapy module, thus avoiding the user's danger. can.

The exercise performed by the user based on the exercise prescription is an exercise using an exercise device.
The exercise equipment is an ergometer.
The ergometer is a bicycle ergometer or a treadmill ergometer.
The biometric data measuring device is an electronic thermometer, an electronic sphygmomanometer, a percutaneous oxygen saturation meter, a pulse wave meter, a heart rate monitor and / or an electrocardiograph.

By utilizing biometric data from various biometric data measuring devices, the exercise therapy module can more accurately and quickly evaluate the exercise prescription during exercise.

The exercise therapy module
As an evaluation of the exercise prescription, it is determined during the exercise that the exercise is regulated.
A request for outputting an instruction to regulate the exercise is presented to the instructor terminal device during the exercise.
According to the output from the instructor terminal device, an instruction for restricting the exercise is presented to the user terminal device during the exercise.

As a result, the instructor can immediately instruct the user to regulate (stop) the exercise based on the evaluation result (regulation of exercise) by the exercise therapy module, so that the user is in danger. It can be avoided.

The exercise therapy module
An alarm button for outputting an alarm to the leader terminal device is presented to the user terminal device during the exercise.
According to the output from the user terminal device, the option of emergency contact is presented to the leader terminal device during the exercise.
The emergency contact options include contacting the user's household, contacting a rush service, requesting an ambulance and / or contacting the attending physician.

This allows the instructor to make an emergency call to the appropriate contact immediately during the exercise.

The exercise therapy module
The biological data measured during the exercise is acquired in real time and learned by artificial intelligence, and the risk of the exercise is evaluated during the exercise.
During the exercise, the risk of the exercise is presented to at least the leader terminal device.

This allows the instructor or user to detect the risk at an early stage during exercise.

The exercise therapy module
The data of the electrocardiogram measured during the exercise is acquired in real time and learned by the artificial intelligence to predict the appearance of adverse events including fatal arrhythmia and myocardial ischemia before the appearance.
It is presented to the instructor terminal device that at least the prediction of the appearance of adverse events including the fatal arrhythmia and myocardial ischemia during the exercise.

This allows the instructor or user to detect the risk at an early stage during exercise.

The exercise therapy module
Using artificial intelligence, big data is accumulated by learning in advance using medical examination data and data from various charts, and based on the big data, the measured load data during exercise, and the biometric data. Predict the effect of exercise based on the exercise prescription.

According to the exercise therapy support system, comprehensive data is accumulated as big data, an optimal intervention system using artificial intelligence is realized, and by intervening with instructions and guidance from the instructor to the user, further exercise therapy It is possible to enhance the effect of.

The exercise therapy module
During the exercise, artificial intelligence learns the sequential instructions from the instructor based on the load data and the exercise prescription.
The instructor terminal device is presented with what kind of instruction is given by the instructor at what timing during the exercise.

As a result, the variation in instruction by the instructor is reduced, and each instructor can appropriately give instructions to the user.

In the exercise therapy module, a load measuring device that measures load data of the exercise device acquires the load data measured by the user during exercise using the exercise device based on the exercise prescription during the exercise. You may.

Thereby, for example, when the exercise equipment is a bicycle ergometer, the load measuring device measures the load data (for example, wattage, pedal rotation speed) in real time while the user is exercising with the exercise equipment based on the exercise prescription. can do. The exercise therapy support system can monitor the load data measured in real time by the load measuring device in real time while the user is exercising with the exercise equipment based on the exercise prescription.

The exercise therapy support method according to one form of the present disclosure is
Exercise therapy module,
The load data of the exercise performed by the user based on the exercise prescription is acquired during the exercise, and the data is acquired.
The biometric data measuring device that measures the biometric data of the user acquires the biometric data measured before and after the exercise and during the exercise during the exercise.
Based on the load data and / or the biometric data, the exercise prescription is evaluated during the exercise.
The evaluation result is presented at least to the instructor terminal device, which is the instructor's terminal device for instructing the user, during the exercise.
Education module
The load data and the biological data are acquired during the exercise, and the load data and the biological data are acquired.
Based on the load data and / or the biological data and the exercise prescription, educational information for enhancing the effect of exercise based on the exercise prescription is selected.
The selected educational information is presented at least to the user terminal device, which is the terminal device of the user, during the exercise.
The continuation support module,
The user via the user terminal device, the user via the leader terminal device, and one or more user terminal devices of one or more other users who are exercising at the same time. It enables communication with other users during the exercise.

According to the present disclosure, it is possible to support a user who performs exercise therapy, and in particular, to support a user who performs exercise therapy at a place other than a medical institution (remotely).

The effects described herein are not necessarily limited, and may be any of the effects described in the present disclosure.

The outline of the exercise therapy support system which concerns on one Embodiment of this disclosure is shown. The functional composition of the exercise therapy support system is shown. Shows the communication (one-to-many or videophone) screen of the leader application program. Shows the communication (one-to-one call or videophone) screen of the leader application program. Shows the member information screen of the leader application program. Shows the emergency contact window for the leader application program. Shows the communication (one-to-one call or videophone) screen of the user application program. Shows the communication (one-to-many call or videophone) screen of the user application program. The E-learning screen of the user application program is shown.

Hereinafter, embodiments of the present disclosure will be described with reference to the drawings.

1. 1. Overview of exercise therapy support system

FIG. 1 shows an outline of an exercise therapy support system according to an embodiment of the present disclosure.

The exercise therapy support system 10 is communicably connected to a plurality of user terminal devices 20 and instructor terminal devices 30 via a network N such as the Internet. The exercise therapy support system 10 is communicably connected to the artificial intelligence 40 and the user information database 50 with or without a network. The exercise therapy support system 10 enables communication (one-to-one call or videophone and one-to-many online call or videophone) between the instructor terminal device 30 and the plurality of user terminal devices 20 via the network N. do. Further, the exercise therapy support system 10 supplies various data and information to the instructor terminal device 30 and the plurality of user terminal devices 20 during a call or a videophone call based on the data stored in the user information database 50. Further, the exercise therapy support system 10 acquires various information from the instructor terminal device 30 and the plurality of user terminal devices 20 during a call or a videophone call, causes the artificial intelligence 40 to learn, and obtains the information obtained by the learning. It is supplied to the instructor terminal device 30 and the plurality of user terminal devices 20 and stored in the user information database 50. The exercise therapy support system 10 is composed of one or more hardware modules and one or more software modules, and the specific configuration thereof is not limited.

The instructor terminal device 30 is a terminal device (personal computer, tablet computer, smartphone, etc.) used by an instructor who uses a plurality of users. A "user" is a person who performs exercise therapy (a patient who performs rehabilitation). The "instructor" is a person who instructes a user (patient), and is, for example, a health exercise instructor, a cardiac rehabilitation instructor, a nurse, a certified public psychologist, a registered dietitian, a physical therapist, a doctor, or the like.

The plurality of user terminal devices 20 are terminal devices (personal computers, tablet computers, smartphones, etc.) used by the plurality of users (patients). Hereinafter, one user terminal device 20 will be described unless otherwise specified. Each user terminal device 20 is communicably connected to the load measuring device 60 and the biological data measuring device 70 via a network or short-range wireless communication (Bluetooth (registered trademark) or the like).

The load measuring device 60 measures the load data of the exercise device 61 while the user is exercising using the exercise device 61 (exercise device) based on the exercise prescription. The exercise device 61 is, for example, an ergometer. The ergometer is a bicycle ergometer, a treadmill ergometer, a step machine type ergometer, or the like. The "load data" is based on the power of the exercise device 61 and the elapsed time from the start of exercise. The "power" includes torque (Nm: Newton meter), rotation speed (RPM), etc. in a bicycle ergometer, and includes inclination, speed, etc. in a tread mill ergometer. The load data set by the user using the exercise device 61 is continuously transmitted to the user terminal device 20 in real time. The load measuring device 60 is typically built into the exercise device 61, but may be an external device capable of communicating with the exercise device 61.

For example, when the exercise device 61 is a bicycle ergometer, the load measuring device 60 monitors the work rate (wattage) set (input) in the exercise device 61 by the user based on the exercise prescription and the rotation speed of the pedal in real time. do. When the exercise device 61 is a bicycle ergometer, the "load" is based on the power (wattage) and the number of revolutions of the pedal.

The biometric data measuring device 70 measures the user's biometric data while the user is exercising with the exercise device 61 based on the exercise prescription. The biometric data measuring device 70 is, for example, an electronic thermometer, an electronic sphygmomanometer, a percutaneous oxygen saturation meter, a heart rate monitor (for example, a wearable type such as a wristband), a pulse rate monitor, and / or an electrocardiograph. The biometric data measuring device 70 may further include a camera that captures the user's facial expression and / or a microphone that captures the user's vocalizations. "Biological data" includes body temperature (° C.), blood pressure (mmHg), oxygen saturation (percutaneous oxygen saturation) (%), heart rate and pulse rate, electrocardiogram and the like. The biometric data measuring device 70 continues to transmit biometric data measured during exercise by the user using the exercise device 61 to the user terminal device 20 in real time.

The user exercises using an exercise device such as a ball or a band based on the exercise prescription. In addition, based on the exercise prescription, the user uses gravity to perform exercises such as resistance training (strength training), aerobics exercise, and stretching exercises without using special exercise equipment. The user inputs load data to the user terminal device 20 during exercise. The load data of exercises using exercise equipment such as balls and bands, and exercises such as resistance training, aerobics exercise, and stretching exercises include subjective exercise intensity (RPE: Rating of Perceived Exertion).

The user terminal device 20 continues to supply the load data from the load measurement device 60, the load data input by the user, the biometric data from the biometric data measurement device 70, and the biometric data from the biometric data measurement device 70 to the exercise therapy support system 10 in real time.

2. 2. Functional configuration of exercise support system

FIG. 2 shows the functional configuration of an exercise therapy support system.

The user terminal device 20 includes a control circuit 21, an input device 22, an output device 23, a network communication interface 24, and a short-range wireless communication interface 25, which are communicably connected to the control circuit 21. In the control circuit 21, the CPU loads the user application program 201 stored in the ROM into the RAM and executes it. The input device 22 includes an operation input device such as a keyboard or a touch panel, an image input device such as a camera, and a voice input device such as a microphone. The output device 23 includes a display output device such as a display or a touch panel, and an audio output device such as a speaker. The network communication interface 24 is an interface that realizes communication via the network N. The short-range wireless communication interface 25 is an interface that realizes communication via short-range wireless communication (Bluetooth (registered trademark) or the like).

The leader terminal device 30 has a control circuit 31, an input device 32, an output device 33, and a network communication interface 34 communicably connected to the control circuit 31. In the control circuit 31, the CPU loads the leader application program 301 stored in the ROM into the RAM and executes it. The input device 32 includes an operation input device such as a keyboard or a touch panel, an image input device such as a camera, and a voice input device such as a microphone. The output device 33 includes a display output device such as a display or a touch panel, and an audio output device such as a speaker. The network communication interface 34 is an interface that realizes communication via the network N.

The user application program 201 and the instructor application program 301 are application programs that enable online communication (one-to-one call or videophone and one-to-many call or videophone). The user application program 201 and the instructor application program 301 enable online communication, especially while the user is exercising with the exercise equipment 61. The user application program 201 and the leader application program 301 may be separate application programs. Alternatively, the user application program 201 and the instructor application program 301 may be a common application program that behaves as a user application or an instructor application depending on the authority at the time of login.

The exercise therapy support system 10 is a system that integrates the exercise therapy module 101, the education module 102, and the continuation support module 103. The continuation support module 103 provides online communication (one-to-one call or one-to-one call) between the instructor and one or more users via the instructor application program 301 and the user application program 201 while the user is exercising with the exercise equipment 61. Enables videophones and one-to-many calls or videophones). The exercise therapy module 101 provides the information accumulated in the user information database 50 for each user to the instructor and each user via the instructor application program 301 and the user application program 201, and evaluates and evaluates this information. Providing results. The education module 102 selects educational information for each user and provides educational information to the instructor and each user via the instructor application program 301 and the user application program 201. "Educational information" indicates, for example, information (title, URL, etc.) of E-learning content. The exercise therapy support system 10 is implemented by one or more hardware modules (in other words, one or more computers). When the exercise therapy support system 10 is realized by one hardware module (computer), one computer can execute the exercise therapy module 101, the education module 102, and continuous support by executing a plurality of software programs. Realize with module 103. On the other hand, when the exercise therapy support system 10 is realized by a plurality of hardware modules (computers), the plurality of computers continue the exercise therapy module 101 and the education module 102 by executing a plurality of software programs, respectively. The support module 103 is realized.

The user information database 50 stores user information, exercise therapy information, educational content information, and continuation support information in association with each other for each user. The exercise therapy information is mainly accessed and used by the exercise therapy module 101, the educational content information by the education module 102, and the continuation support information by the continuation support module 103.

User information includes user's personal information, emergency contact information, findings and the like. "Personal information" includes name, age, image (face photo) data, contact information (login information, telephone number, e-mail address) and the like. "Emergency contact information" includes emergency contact information (relationship of family members, telephone number), name and telephone number of a nearby fire department, name and telephone number of the doctor in charge, name and telephone number of a rush service, and the like. "Findings" are (1) recent physical condition, medical history, drug history and test result history, (2) browsing of exercise prescription history and target values, (3) past exercise time, heart rate, electrocardiogram, heart rate trend. Graph, pulse rate, percutaneous oxygen saturation, history, (4) power (load W), rotation rate (RPM) history, (5) daily prescription result report, (6) exercise therapy support system 10 Includes cooperation status with, (7) response history (presence or absence of complaints, membership fee payment status, etc.), (8) medical examination data, and (9) data from various charts.

Exercise therapy information includes exercise prescriptions (also called exercise prescriptions). The "exercise prescription" differs for each user and includes various numerical values targeted when exercising with the exercise device 61. The exercise prescription includes a target value of the user's biological data (blood pressure, percutaneous oxygen saturation, heart rate or pulse, etc.). The exercise prescription may further include a target value for the power of the exercise device 61, torque (Nm), rotation speed (RPM)), and exercise duration.

The educational content information includes the viewing history of the E-learning content, the educational information (title, URL, etc.) of the E-learning content to be recommended for each user.

The continuation support information includes the latest scheduled start date and time (reservation date and time) of exercise therapy, the name of the instructor in charge, and the like.

3. 3. Operation example of exercise therapy support system

Hereinafter, operation examples of the exercise therapy support system 10 will be described separately for (1) the operation of the continuation support module 103, (2) the operation of the education module 102, and (3) the operation of the exercise therapy module 101.

(1) Operation of continuation support module

The continuation support module 103 is used as communication during exercise by a user via a user application program 201 executed by the user terminal device 20 and with an instructor via an instructor application program 301 executed by the instructor terminal device 30. Enables one-to-one calls or video calls. Further, the continuation support module 103 is a user application program executed by one or more user terminal devices 20 of one or more other users who are simultaneously exercising by the user via the user application program 201 executed by the user terminal device 20. It enables one-to-many calls or videophones as exercise communication with the instructor via the instructor application program 301 executed by one or more other users and the instructor terminal device 30 via 201. In other words, the continuation support module 103 selectively enables one-to-one calls or videophones and one-to-many calls or videophones as communication during exercise. Specific use cases will be described below.

In advance, it is planned that a plurality of users will start the exercise at the same time (at the same scheduled start date and time). Multiple users are typically in different locations (home, medical facility, etc.). At the scheduled start date and time, each user logs in to the exercise therapy support system 10 using the user application program 201. The exercise prescription for each user is displayed on the screen of the user application program 201. Each user starts exercising using the exercise device 61 for the displayed exercise prescription. The load measuring device 60 continues to transmit the load data measured by the user during exercise using the exercise device 61 to the user terminal device 20 in real time. The biometric data measuring device 70 continues to transmit biometric data measured during exercise by the user using the exercise device 61 to the user terminal device 20 in real time. The user inputs the user's load data to the user terminal device 20 during exercise using an exercise device such as a ball or a band based on the exercise prescription. The user terminal device 20 transmits login information to the user application program 201 to the exercise therapy support system 10, and further continues to supply load data and biological data to the exercise therapy support system 10 in real time. On the other hand, at the scheduled start date and time, the instructor also logs in to the exercise therapy support system 10 using the instructor application program 301.

The continuation support module 103 of the exercise therapy support system 10 is user information (in this example, user names and image (face photo) data) of a plurality of users (multiple users exercising at the same time) logged in to the user application program 201. Is transmitted to the leader application program 301 of the leader terminal device 30 and the user application program 201 of each user terminal device 20. The continuation support module 103 continues to transmit the load data, the load data, and the biometric data continuously received from each user terminal device 20 in real time to the instructor application program 301. As a result, the instructor makes a one-to-many call or a videophone call with a plurality of users or a one-to-one call with one selected user as communication during exercise through the instructor application program 301. Or you can make a video call. Conversely, the user makes a one-to-many call or videophone call with the instructor and a plurality of users, or a one-to-one call or videophone call with the instructor as communication during exercise through the user application program 201. can do. As a result, by performing exercise therapy in a group (performing while communicating with each other), it is possible to enhance the effect of exercise therapy compared to exercise therapy performed alone, and counseling and guidance from the instructor. By performing comprehensive exercise therapy in addition to, the effect of exercise therapy can be further enhanced.

(2) Operation of the education module

The education module 102 of the exercise therapy support system 10 is based on the load data, the load data and / or the biological data that are continuously received from the user terminal device 20 of each user in real time during exercise, and the exercise prescription of each user. Select educational information to enhance the effectiveness of exercise based on the exercise prescription. The education module 102 presents the selected education information to at least the user application program 201 executed by the user terminal device 20 of each user during exercise. The education module 102 may further present the selected educational information to the instructor application program 301 executed by the instructor terminal device 30 during exercise. "Educational information" indicates, for example, information (title, URL, etc.) of E-learning content. Thereby, the user can watch the e-learning content for enhancing the effect of the exercise based on the exercise prescription during the exercise through the user application program 201.

For example, if the blood pressure during exercise is high, the education module 102 may have E such as "Points of hypertension diet", "How to get along well with medicines: medicines for hypertension", "Importance of risk factors: hypertension", etc. The educational information of the learning content is selected, the selected educational information is transmitted to the user application program 201, and the viewing of the E-learning content is recommended. At the end of each e-learning content there is a quiz to confirm understanding. When the user answers through the user application program 201, the instructor can know the answer result through the instructor application program 301. As a result, the instructor explains the content of the E-learning content as communication during exercise, recommends re-viewing and related E-learning content, and guides to one-on-one health consultation by an instructor of another occupation. Can be done.

As another example, it is assumed that a diabetic user who exercises 5 times a week according to an exercise prescription does not improve HbA1c. In this case, the education module 102 selects educational information of the e-learning content such as "exercise program: resistance training", transmits the selected educational information to the user application program 201, recommends viewing of the e-learning content, and performs resistance training. Encourage the combined use of. Further, the education module 102 selects educational information of E-learning contents such as "importance of risk factors: abnormal glucose metabolism", transmits the selected educational information to the user application program 201, and recommends viewing of the E-learning contents. , Promote understanding of the significance of diabetes control. The education module 102 causes the user to transmit a picture of the user's daily meal via the user application program 201, evaluates the meal content by image processing, and selects and manages the E-learning content of the diet from the evaluated meal content. You may recommend a health consultation with a dietitian.

(3) Operation of the exercise therapy module

The exercise therapy module 101 of the exercise therapy support system 10 evaluates the exercise prescription during exercise based on the load data, the load data, and / or the biological data that are continuously received in real time from the user terminal device 20 of each user during exercise. The evaluation result is presented at least to the instructor application program 301 executed by the instructor terminal device 30 during exercise. As a result, the instructor determines whether the exercise of each user according to the exercise prescription is appropriate or the exercise prescription is inappropriate for the user based on the evaluation result presented in the instructor application program 301. Is determined, and the evaluation result can be transmitted to the user via the user application program 201. The exercise therapy module 101 may further present the evaluation result to the user application program 201 executed by the user terminal device 20 of each user during exercise. As a result, the user determines whether the exercise of each user according to the exercise prescription is appropriate or the exercise prescription is inappropriate for the user, based on the evaluation result presented in the user application program 201. However, if necessary, exercise prescription advice can be sought from the instructor during exercise.

Specifically, the exercise therapy module 101 determines during exercise that the exercise prescription should be changed as an evaluation of the exercise prescription, and gives a request during the exercise to output an instruction to change the exercise prescription. It is presented to the leader application program 301 executed by the person terminal device 30. The exercise therapy module 101 presents an instruction to change the exercise prescription to the user application program 201 executed by the user terminal device 20 during exercise according to the output from the instructor application program 301 executed by the instructor terminal device 30. .. For example, the exercise therapy module 101 determines during exercise that the power is reduced (changes the exercise prescription) if the blood pressure during exercise is high, and outputs a request for outputting an instruction to reduce the power. Presented to the leader application program 301 during exercise. The instructor refers to the request presented in the instructor application program 301 and presents the instruction to reduce the power to the user application program 201 via the exercise therapy module 101. As a result, the instructor immediately instructes the user to change the exercise prescription through the user application program 201 during exercise based on the evaluation result (change the exercise prescription) presented in the instructor application program 301. Therefore, it is possible to avoid the user from being in danger.

Further, as an evaluation of the exercise prescription, the exercise therapy module 101 determines during the exercise to regulate (stop) the exercise, and makes a request during the exercise to output an instruction to regulate (stop) the exercise. It is presented to the leader application program 301 executed by the leader terminal device 30. The exercise therapy module 101 gives an instruction to regulate (stop) exercise according to the output from the instructor application program 301 executed by the instructor terminal device 30 to the user application program 201 executed by the user terminal device 20 during exercise. Present. As a result, the instructor immediately instructes the user to regulate (stop) the exercise through the user application program 201 during the exercise based on the evaluation result (exercise regulation) presented in the instructor application program 301. This allows the user to avoid being in danger.

For example, in the exercise therapy module 101, the real-time load data, load data and / or biometric data exceeds the first threshold value (%) in the range of the exercise prescription, or the second threshold value (%) in the range of the exercise prescription. It may be evaluated whether or not (the first threshold value <the second threshold value) is exceeded. The exercise therapy module 101 may determine to change the exercise prescription if it evaluates that the real-time load data, load data and / or biometric data exceeds the first threshold of the range of the exercise prescription. Further, when the exercise therapy module 101 evaluates that the real-time load data, load data and / or biometric data exceeds the second threshold value (first threshold value <second threshold value) in the range of the exercise prescription, the exercise therapy module 101 performs exercise. You may decide to regulate (cancel).

The exercise therapy module 101 can infer the possibility of abnormality as the evaluation result of the exercise prescription, for example, as follows. If the ECG waveform exceeds the threshold, dangerous arrhythmias such as ventricular tachycardia and adverse events such as ischemic changes may occur. If your heart rate deviates from the exercise prescription range, or suddenly rises or falls, your power needs to be reduced. If the oxygen saturation (percutaneous oxygen saturation) falls below the threshold, there is a risk of a decrease in oxygen saturation (heart failure, part of congenital heart disease, respiratory disease). If the rotation speed of the exercise device 61 is too fast, it is necessary to suppress it, and if it is too low, it is suspected that the oxygen transport is lowered and the muscle weakness is weakened due to the disorder of muscles and joints and the deterioration of the cardiac pump function. If the torque of the exercise equipment 61 exceeds the threshold value, there is a possibility of injury to the lower limbs. If the image of the user's upper body or face exceeds the threshold value, he / she may not be able to exercise comfortably due to his / her body movements and facial expressions, and there is a possibility that an abnormality has occurred.

The exercise therapy module 101 presents an alarm button for outputting an alarm to the instructor application program 301 executed by the instructor terminal device 30 to the user application program 201 executed by the user terminal device 20 during exercise. The exercise therapy module 101 presents an emergency contact option to the instructor application program 301 executed by the instructor terminal device 30 during exercise according to the output from the user application program 201 executed by the user terminal apparatus 20. Emergency contact options include contacting the user's family members, contacting rush services, requesting an ambulance and / or contacting the attending physician. This allows the instructor to make an emergency call to the appropriate contact via the Instructor Application Program 301 immediately during exercise.

The exercise therapy module 101 acquires biological data measured during exercise in real time and trains it with artificial intelligence 40 to evaluate the risk of exercise during exercise, and at least the risk of exercise during exercise is determined by the instructor terminal device. Presented to 30 leader application programs 301. The exercise therapy module 101 may present the risk of exercise to the user application program 201 of the user terminal device 20 during exercise. This allows the instructor or user to detect the risk at an early stage during exercise. For example, the exercise therapy module 101 collects cases that have adverse results for the user such as sudden cardiac death and heart attack (myocardial infarction, etc.), and sets them as objective variables (outcomes, results) to show signs that cause them. It suffices to learn with artificial intelligence 40.

For example, the exercise therapy module 101 acquires ECG data measured during exercise in real time and trains it with artificial intelligence 40 to predict the appearance of fatal arrhythmia before it appears, and during exercise, fatal arrhythmia. At least, the prediction of the appearance is presented to the leader application program 301 of the leader terminal device 30. The exercise therapy module 101 may present to the user application program 201 of the user terminal device 20 that it has predicted the appearance of a fatal arrhythmia during exercise. This allows the instructor or user to detect the risk at an early stage during exercise. Alternatively, the exercise therapy module 101 can be used as a target disease other than the heart, such as vascular disease (obstructive arteriosclerosis, aortic dissection, aortic aneurysm, etc.) and chronic kidney disease (for mild to hemodiabetic patients with abolished renal function). , Cancer (diseases such as colon cancer and breast cancer that are extremely effective in preventing the onset and recurrence), lifestyle diseases (lipid disorders, obesity, hypertension, diabetes, etc.), chronic respiratory diseases, mild dementia, motor organ diseases , Etc. may be predicted before the appearance.

The exercise therapy module 101 uses artificial intelligence 40 to accumulate big data by learning in advance using medical examination data and data from various medical records, and based on the big data and the measured load data during exercise, the exercise therapy module 101 is used. Predict the effects of exercise based on exercise prescriptions. "Medical examination data" includes height, weight, anthropometric index, abdominal circumference, body fat ratio, resting electrocardiographic findings, chest X-ray findings, eyesight, hearing, blood test, gastroscopy or gastrocamera, colonoscopy, gynecological Includes examinations, abdominal ultrasonography, fundus examinations, etc. "Data from various charts" includes, for example, family history (eg, both parents have hypertension and ischemic heart failure), medical history (eg, hypertension treatment from 30 years old, smoking from 20 years old to the present), current medical history (eg,). : Acute myocardial infarction and onset time, then congestive heart failure), disease name / pathology for exercise therapy (eg, heart failure due to myocardial infarction, diabetes), comorbidities (eg, knee arthritis, after total gastrectomy), subjective symptoms , Purpose of exercise therapy, prescription content, exercise prescription from the attending physician (restrictions and precautions, possible dangerous signs and possibility of seizure, etc.), nutritional guidance content, etc. "Predicting the effect of exercise based on an exercise prescription" is, for example, "what percentage of exercise ability is improved, how many mets are improved by performing one 30-minute exercise three times a week for 6 months, and the prognosis of life." How many years will (lifetime) improve? "," How many steps per day will reduce medical expenses? "," If you quit smoking, how many years will your lifespan be extended and how much will your medical insurance premiums be cheaper? " Etc. are expected effects.

The exercise therapy module 101 is based on the load data during exercise, the amount of work (power × time) derived from the exercise time, and the exercise prescription, from the instructor (many instructors) through the instructor application program 301. Sequential instructions are learned by artificial intelligence 40. The exercise therapy module 101 is an instructor application program 301 in which the instructor terminal device 30 executes what kind of instruction is given by the instructor through the instructor application program 301 during exercise. Present to. As a result, the variation in instruction by the instructor is reduced, and each instructor can appropriately give instructions to the user.

Artificial intelligence 40 further analyzes heart rate variability. This makes it possible to determine the user's physiological state such as the latest overstressed state, frustrated state, chronic fatigue, and lack of sleep. If you continue to exercise properly according to the exercise prescription, the autonomic nervous balance will improve in the medium term and the prognosis of life will improve in the long term. Therefore, by measuring the heart rate variability from the electrocardiogram signal before the start of exercise, the physical condition of the day can be known and reflected in the exercise guidance (do not overdo it, exercise weaker than the exercise prescription, etc.). In addition, if this index is improved during the period of exercise therapy, it can be judged that the effect of exercise is obtained, it can be evaluated that appropriate exercise is being performed, and it is judged that the legal prognosis of life has improved. Is possible.

4. Application program screen display example

Hereinafter, when the exercise therapy support system 10 (exercise therapy module 101, education module 102, continuation support module 103) executes the above operation example, (1) a screen display example of the instructor application program 301 and (2) a user. A screen display example of the application program 201 will be described.

(1) Screen display example of the instructor application program

FIG. 3 shows a communication (one-to-many call or videophone) screen of the leader application program.

The instructor application program 301 displays a list 111 of names of a plurality of users received from the continuation support module 103 on the communication (one-to-many call or videophone) screen 110, and further displays images (face photographs) of the plurality of users. ) 112 is displayed in a tile shape. The instructor application program 301 continues to receive in real time from the exercise therapy module 101, the elapsed time 113 from the start of exercise, the biological data 114 (pulse, heart rate, blood pressure, exercise prescription value, etc.), and the heart rate trend graph (heart rate change over time). Graph) 115 is continuously displayed (updated) in the area of the image 112 of each user. The subjective exercise intensity is a value input by the user to the user application program 201 at a predetermined timing or an instructed timing.

Upon receiving notification from the exercise therapy module 101 that the real-time load data and / or biometric data of a user has exceeded the first threshold (%) of the range of the exercise prescription, the instructor application program 301 receives. The exercise prescription value included in the biometric data 114 of the user is highlighted 116 (in this example, the character color is changed). Further, in the instructor application program 301, the real-time load data, load data and / or biometric data of a user from the exercise therapy module 101 is a second threshold (%) (first threshold) in the range of the exercise prescription. Upon receiving the notification that the <second threshold value) has been exceeded, an icon 117 indicating an alarm is displayed in the area of the user's image 112.

The instructor can make a one-to-many call or videophone call with all of the displayed users via the instructor application program 301. The frame 118 is displayed in the image 112 of one user (2) who is speaking. When the instructor operates the image 112 of one user (for example, a tap operation on the touch panel), the instructor transitions to a one-to-one call or a videophone call with one selected user. In this example, the instructor operates the image 112 of the user (7) displaying the highlighting 116 and the icon 117 indicating the alarm for the purpose of one-to-one exercise instruction.

FIG. 4 shows a communication (one-to-one call or videophone) screen of a leader application program.

The instructor application program 301 displays the user's name and age 211 on the communication (one-to-one call or videophone) screen 210, and further displays the user's image (face photo) 212. The instructor application program 301 continues to receive in real time from the exercise therapy module 101 the elapsed time 213 from the start of exercise, biometric data 214 (blood pressure, heart rate, pulse rate, percutaneous oxygen saturation, subjective exercise intensity (RPE)). , Exercise intensity (amount of oxygen taken into the body per 1 kg of body weight; oxygen intake, or Mets (MET: Metabolic Equivalent), etc.), heart rate trend graph (heart rate change graph) 215, load data 216 ( The work rate, the number of rotations) and the latest user information 217 are continuously displayed (updated). In this example, the elapsed time 213 is highlighted (the text color is changed). This is because the exercise therapy module 101 has elapsed. It indicates that it is determined that the time 213 exceeds the first threshold (%) of the exercise prescription range (in this example, the exercise time is too long). The leader application program 301 displays the instruction item 218. Item 218 is a leader application program in which the leader is based on a request from the exercise therapy module 101 to output an instruction to regulate (stop) exercise (for example, highlighting of elapsed time 213 is also included). The content is instructed to the user via the 301. The instructor application program 301 further displays the GUI parts such as the emergency contact button 219. The instructor further displays the heart rate trend graph (heart rate change graph) 215 and the living body. By monitoring the data 214, it is particularly monitored whether the heart rate, blood pressure, etc. match the exercise prescription.

FIG. 5 shows a member information screen of the leader application program.

The instructor application program 301 displays the user's name and age 311 on the member information screen 310, and further displays the user's image (face photograph) 312. The instructor application program 301 continues to receive in real time from the exercise therapy module 101, the elapsed time 313 from the start of exercise, biometric data 314 (blood pressure, percutaneous oxygen saturation, heart rate, pulse rate, etc.), heart rate trend graph ( The heart rate change graph) 315, the load data 316 (power, rotation speed), and the latest user information 317 are continuously displayed (updated). The leader application program 301 displays instructions 318. The instruction 318 is based on a request from the exercise therapy module 101 to output an instruction to change the exercise prescription (for example, the highlighting of the elapsed time 213 in FIG. 4 is also included), and the instructor is the instructor. This is the content instructed to the user via the application program 301. The leader application program 301 further displays GUI components such as the emergency contact button 319.

FIG. 6 shows an emergency contact window for a leader application program.

When the instructor operates the emergency contact button 219 (FIG. 4) or 319 (FIG. 5) on the instructor application program 301, the emergency contact window 410 is displayed on the communication (one-to-one call or videophone) screen 210. To. The emergency contact window 410 includes an emergency contact option presented by the exercise therapy module 101. Emergency contact options include contacting the user's family members, contacting rush services, requesting an ambulance and / or contacting the attending physician. This allows the instructor to make an emergency call via the instructor application program 301 immediately during exercise.

(2) Screen display example of user application program

FIG. 7 shows a communication (one-to-one call or videophone) screen of a user application program.

In the communication (one-to-one call or videophone) screen 510, the user application program 201 includes the user's name 511, the instructor's image (face photo, recorded video, real-time video of videophone) 512, and exercise prescription 514 ( Blood pressure, percutaneous oxygen saturation, heart rate, pulse rate, work rate, turnover rate, etc.) are displayed. The user exercises with the exercise device 61 according to the displayed exercise prescription 514. The user application program 201 continues to display (update) the elapsed time 513 from the start of exercise and the heart rate trend graph (heart rate change graph) 515, which are continuously received from the exercise therapy module 101 in real time. The user application program 201 displays the instruction item 518. The instruction item 518 is the content instructed by the instructor to the user via the user application program 201 based on the request from the exercise therapy module 101 for outputting the instruction to regulate (stop) the exercise. The user application program 201 further displays GUI components such as a group call or videophone button 517, a call (alarm) button 516, and an E-learning button 519. When the user operates the call (alarm) button 516 through the user application program 201, the instructor is presented with an emergency contact window 410 (FIG. 6) containing an emergency contact option on the instructor application program 301. When the user operates the group call or the videophone button 517 (for example, tap operation on the touch panel), the user application program 201 transitions to a one-to-many call or a videophone with a plurality of users and leaders who are exercising at the same time. .. Communication (one-to-one call or videophone) screen 510 provides health counseling (doctors and others), exercise counseling (physiotherapist, health exercise instructor, etc.), life counseling (nurse, registered dietitian, etc.), etc. by occupation. You may also have a button to sign up.

FIG. 8 shows a communication (one-to-many call or videophone) screen of a user application program.

The user application program 201 displays images (face photographs) 612 of the instructor and a plurality of users (only selected users) in a tile shape on the communication (one-to-many call or videophone) screen 610. The user application program 201 displays the user's name 611 and exercise prescription 614 (blood pressure, percutaneous oxygen saturation, heart rate, pulse rate, power, turnover, etc.). The user can make a one-to-many call or videophone call with a plurality of users and instructors who are exercising at the same time through the user application program 201. In the image 612 of the instructor (1) who is speaking, a frame 618 with the words "during a call or videophone call" is displayed. The instructor can select one user and transition to a one-to-one call or a videophone via the instructor application program 301.

FIG. 9 shows an E-learning screen of a user application program.

When the user operates the E-learning button 519 (FIG. 7) on the user application program 201, the E-learning screen 710 is displayed. The e-learning screen 710 shows the user's name 711, the instructor's image (face photo or real-time image) 712, the elapsed time from the start of exercise 713, the exercise prescription 714 (blood pressure, percutaneous oxygen saturation, heart rate, pulse rate, etc.). Work rate, turnover rate, etc.) are displayed. The E-learning screen 710 further displays the E-learning content 715. The e-learning content 715 is video content selected by the education module 102 to be viewed based on educational information (title, URL, etc.) for enhancing the effect of exercise based on the user's exercise prescription. Thereby, the user can watch the e-learning content for enhancing the effect of the exercise based on the exercise prescription during the exercise through the user application program 201. The E-learning screen 710 further displays GUI parts such as the answer button 716. The answer button 716 is a button for answering a quiz for confirming the understanding presented at the end of the E-learning content 715. When the user answers via the answer button 716 of the user application program 201, the instructor can know the answer result through the instructor application program 301. As a result, the instructor explains the content of the E-learning content as communication during exercise, recommends re-viewing and related E-learning content, and guides to one-on-one health consultation by an instructor of another occupation. Can be done.

5. Conclusion

According to the exercise therapy support system 10, it is possible to mainly obtain the effects of (1) improvement of patient safety, (2) maintenance of patient continuity (adherence), and (3) support of medical staff. ..

(1) According to the exercise therapy support system 10, by acquiring ECG data during exercise therapy in real time and learning with artificial intelligence, an alert is given before adverse events such as fatal arrhythmia and myocardial ischemia appear. To urge the instructor to stop exercising and reduce the load. By diagnosing arrhythmia from the electrocardiogram using artificial intelligence 40, or by predicting the appearance of subsequent fatal arrhythmia using the electrocardiogram under exercise load, before the actual fatal arrhythmia appears. By catching abnormal findings of the electrocardiogram and feeding it back to the instructor, it is possible to take an early response and ensure the safety in telemedicine.

(2) According to the exercise therapy support system 10, past (history) user information and test results, exercise habits, eating habits, sleep habits, and current exercise results are combined to prevent cardiovascular diseases. It is possible to make future predictions and give advice such as improvement of renal function. The artificial intelligence 40 is learned in advance using data from big data such as pre-examination medical examination data and various charts, and in addition to these, data during exercise therapy is added from the big data. It is possible to accurately predict the onset and risk of coronary vascular disease and renal disease. According to the exercise therapy support system 10, the user can show how much the prognosis has improved and how to improve it by combining the user information of the person, the data during exercise, and other living information. You can keep your motivation going.

(3) According to the exercise therapy support system 10, various data such as blood pressure, pulse, and electrocardiogram during exercise load and other user background data are input in real time, and what kind of instruction is given by the instructor accordingly. To the artificial intelligence 40 to learn. According to the exercise therapy support system 10, in remote exercise therapy, by utilizing artificial intelligence 40 to support the management of the instructor, it is possible to efficiently manage a plurality of users for one instructor at the same time. Can be done. This makes it possible to display to the instructor in advance what kind of instruction is being given by another instructor at what timing. By introducing this technique, it becomes possible for both the artificial intelligence 40 and the instructor to manage changes during exercise of the user, to improve safety and reduce the burden on the instructor.

According to the exercise therapy support system 10, by performing exercise therapy in a group (performing while communicating with each other), it is possible to enhance the effect of the exercise therapy as compared with the exercise therapy performed alone, and guidance is provided. Comprehensive exercise therapy with counseling and guidance from the person can further enhance the effect of the exercise therapy. It is difficult to confirm the effect of comprehensive complex exercise therapy in clinical trials of users (patients). However, according to the exercise therapy support system 10, comprehensive data is accumulated as big data and an optimal intervention system using artificial intelligence 40 is realized. Therefore, intervention is performed by instructions or guidance from the instructor to the user. Therefore, it is possible to further enhance the effect of exercise therapy.

According to the exercise therapy support system 10, it is possible to realize a system for performing safe and effective exercise therapy. Specifically, according to the exercise therapy support system 10, the following systems (1) to (4) can be realized.

(1) A system for safe and effective exercise.
・ Confirmation and change of real-time information, biometric information, and exercise prescription compliance from exercise equipment.
・ Support by AI algorithm using big data.

(2) A system that enhances adherence to exercise therapy and supports its continuation.
・ Videophone system with instructors.
・ Communication system with other participants.

(3) A system for responding to emergencies.
・ Alarm for calling a family member at home.
・ Contact the registered address (family members, rush services from other companies, ambulances, attending physicians, home-visit nursing stations, etc.).

(4) A system that provides comprehensive intervention to enhance the effectiveness of rehabilitation.
・ Enlightenment education by e-learning.
・ Health counseling (doctors and others), exercise counseling (physiotherapist, health exercise instructor, etc.), life counseling (nurse, registered dietitian, etc.), etc. by occupation.

Although each embodiment and each modification of the present technique have been described above, the present technique is not limited to the above-described embodiment, and various changes may be made without departing from the gist of the present technique. Of course.

10: Exercise therapy support system 20: User terminal device 30: Instructor terminal device 40: Artificial intelligence 60: Load measurement device 61: Exercise equipment 70: Biological data measurement device 101: Exercise therapy module 102: Education module 103: Continuation support module 103: Support module 114: Biometric data 214: Biometric data 216: Load data 314: Biometric data 316: Load data 514: Exercise prescription 516: Button 614: Exercise prescription 714: Exercise prescription

Claims (12)

The load data of the exercise performed by the user based on the exercise prescription is acquired during the exercise, and the data is acquired.
The biometric data measuring device that measures the biometric data of the user acquires the biometric data measured before and after the exercise and during the exercise during the exercise.
Based on the load data and / or the biometric data, the exercise prescription is evaluated during the exercise.
An exercise therapy module that presents the evaluation result to at least the instructor terminal device, which is the instructor's terminal device for instructing the user, during the exercise.
The load data and the biological data are acquired during the exercise, and the load data and the biological data are acquired.
Based on the load data and / or the biological data and the exercise prescription, educational information for enhancing the effect of exercise based on the exercise prescription is selected.
An education module that presents the selected educational information to at least a user terminal device, which is a terminal device of the user, during the exercise.
The user via the user terminal device, the user via the leader terminal device, and one or more user terminal devices of one or more other users who are exercising at the same time. An exercise therapy support system comprising a continuation support module that enables communication with other users during the exercise. The exercise therapy support system according to claim 1.
The continuation support module is an exercise therapy support system that selectively enables one-to-one calls or videophones and one-to-many calls or videophones as communication during the exercise. The exercise therapy support system according to claim 2.
The exercise therapy module
As an evaluation of the exercise prescription, it is determined during the exercise that the exercise prescription is changed.
A request for outputting an instruction to change the load of the exercise is presented to the instructor terminal device during the exercise.
An exercise therapy support system that presents an instruction to change the exercise prescription to the user terminal device during the exercise according to an output from the instructor terminal device. The exercise therapy support system according to claim 2 or 3.
The exercise performed by the user based on the exercise prescription is an exercise using an exercise device.
The exercise equipment is an ergometer.
The ergometer is a bicycle ergometer or a treadmill ergometer.
The biometric data measuring device is an exercise therapy support system such as an electronic thermometer, an electronic sphygmomanometer, a percutaneous oxygen saturation meter, a pulse wave meter, a heart rate meter and / or an electrocardiograph. The exercise therapy support system according to any one of claims 1 to 4.
The exercise therapy module
As an evaluation of the exercise prescription, it is determined during the exercise that the exercise is regulated.
A request for outputting an instruction to regulate the exercise is presented to the instructor terminal device during the exercise.
An exercise therapy support system that presents instructions to regulate the exercise to the user terminal device during the exercise according to an output from the leader terminal device. The exercise therapy support system according to claim 5.
The exercise therapy module
An alarm button for outputting an alarm to the leader terminal device is presented to the user terminal device during the exercise.
According to the output from the user terminal device, the option of emergency contact is presented to the leader terminal device during the exercise.
The emergency contact options include an exercise therapy support system that includes contacting the user's household, contacting a rush service, requesting an ambulance and / or contacting the attending physician. The exercise therapy support system according to any one of claims 1 to 6.
The exercise therapy module
The biological data measured during the exercise is acquired in real time and learned by artificial intelligence, and the risk of the exercise is evaluated during the exercise.
An exercise therapy support system that presents the risk of the exercise to at least the instructor terminal device during the exercise. The exercise therapy support system according to claim 7.
The exercise therapy module
The data of the electrocardiogram measured during the exercise is acquired in real time and learned by the artificial intelligence to predict the appearance of adverse events including fatal arrhythmia and myocardial ischemia before the appearance.
An exercise therapy support system that presents at least to the instructor terminal device that it has predicted the appearance of an adverse event including the fatal arrhythmia during the exercise. The exercise therapy support system according to any one of claims 1 to 8.
The exercise therapy module
Using artificial intelligence, big data is accumulated by learning in advance using medical examination data and data from various charts, and the big data, the measured load data during exercise, and the biometric data are used. An exercise therapy support system that predicts the effect of exercise based on the exercise prescription. The exercise therapy support system according to any one of claims 1 to 9.
The exercise therapy module
During the exercise, artificial intelligence learns the sequential instructions from the instructor based on the load data and the exercise prescription.
An exercise therapy support system further comprising presenting to the instructor terminal device what kind of instruction is given by the instructor at what timing during the exercise. The exercise therapy support system according to any one of claims 1 to 10.
In the exercise therapy module, a load measuring device that measures load data of the exercise device acquires the load data measured by the user during exercise using the exercise device based on the exercise prescription during the exercise. Exercise therapy support system. Exercise therapy module,
The load data of the exercise performed by the user based on the exercise prescription is acquired during the exercise, and the data is acquired.
The biometric data measuring device that measures the biometric data of the user acquires the biometric data measured before and after the exercise and during the exercise during the exercise.
Based on the load data and / or the biometric data, the exercise prescription is evaluated during the exercise.
The evaluation result is presented at least to the instructor terminal device, which is the instructor's terminal device for instructing the user, during the exercise.
Education module
The load data and the biological data are acquired during the exercise, and the load data and the biological data are acquired.
Based on the load data and / or the biological data and the exercise prescription, educational information for enhancing the effect of exercise based on the exercise prescription is selected.
The selected educational information is presented at least to the user terminal device, which is the terminal device of the user, during the exercise.
The continuation support module,
The user via the user terminal device, the user via the leader terminal device, and one or more user terminal devices of one or more other users who are exercising at the same time. An exercise therapy support method that enables communication with other users during the exercise.

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