阅读说明：本技术 一种卒中健身操效果评估方法和系统 (Method and system for evaluating stroke gymnastics effect ) 是由 胡鸾娇 刘光维 于 2021-08-01 设计创作，主要内容包括：本申请公开了一种卒中健身操效果评估方法和系统,该方法包括：获取患者的标识信息,并根据所述标识信息查找所述患者对应的健身操的视频,其中,所述患者为卒中后的待康复的患者；获取所述患者跟随所述健身操进行锻炼的视频,并将所述视频进行录制并保存；获取第一视频和第二视频；比较所述第一视频和所述第二视频中的所述患者的动作变化；根据所述患者的动作变化确定所述患者跟随所述健身操进行锻炼的效果。通过本申请解决了现有技术中离开康复人员后患者无法自行进行康复训练所导致的问题,从而可以通过健身操视频来指导康复人员进行锻炼,并根据锻炼视频来进行评估。(The application discloses a method and a system for evaluating stroke gymnastics effect, wherein the method comprises the following steps: acquiring identification information of a patient, and searching a video of a gymnastics corresponding to the patient according to the identification information, wherein the patient is a patient to be rehabilitated after stroke; acquiring a video of the patient exercising along with the gymnastics, and recording and storing the video; acquiring a first video and a second video; comparing the change in motion of the patient in the first video and the second video; and determining the effect of the patient to exercise along with the body-building exercises according to the action change of the patient. Through the application, the problem that a patient cannot carry out rehabilitation training by himself after leaving a rehabilitation person in the prior art is solved, so that the patient can be guided to exercise through the gymnastics video, and the assessment is carried out according to the exercise video.)

1. A method for assessing the effect of stroke gymnastics, comprising:

acquiring identification information of a patient, and searching a video of a gymnastics corresponding to the patient according to the identification information, wherein the patient is a patient to be rehabilitated after stroke;

acquiring a video of the patient exercising along with the gymnastics, and recording and storing the video;

acquiring a first video and a second video, wherein the first video is a video recorded at a first time when the patient follows the exercise to exercise, the second video is a video recorded at a second time when the patient follows the exercise to exercise, the exercise actions of the patient in the first video and the second video are the same, the first time and the second time are separated by a preset time length, and the first time is earlier than the second time;

comparing the change in motion of the patient in the first video and the second video;

and determining the effect of the patient to exercise along with the body-building exercises according to the action change of the patient.

2. The method of claim 1, wherein comparing the change in motion of the patient in the first video and the second video comprises:

comparing the motion of the patient in the first video with a standard motion in the gym to obtain a first difference, wherein the first difference is used for identifying the difference between the first motion in the first video and the standard motion;

comparing the patient's motion in the second video with a standard motion in the gym to obtain a second difference, wherein the second difference is used for identifying a difference between the second motion in the second video and the standard motion;

comparing the first difference and the second difference.

3. The method of claim 2, wherein determining the effect of the patient exercising following the workout based on the change in the patient's motion comprises:

determining that the patient performed the exercise following the exercise routine has a rehabilitative effect if the difference between the standard motion and the representation of the second difference is less than the difference between the standard motion and the representation of the first difference; otherwise, determining that the patient does not have a rehabilitation effect when exercising along with the body-building exercises.

4. The method of claim 3, wherein in the event that it is determined that the patient is not rehabilitating following the exercise routine, the method further comprises:

acquiring the number of times of the patient taking exercises between the first time and the second time and whether the exercise taking time of each time meets the requirement;

and if the requirement is not met, sending prompt information, wherein the prompt information is used for indicating that the exercise is performed according to the required exercise times and the required time of each exercise.

5. A stroke gymnastic effect assessment system, comprising:

the first acquisition module is used for acquiring identification information of a patient and searching a video of a gymnastics corresponding to the patient according to the identification information, wherein the patient is a patient to be recovered after stroke;

the second acquisition module is used for acquiring a video of the exercise of the patient along with the exercise, and recording and storing the video;

a third obtaining module, configured to obtain a first video and a second video, where the first video is a video recorded at a first time when the patient follows the exercise to perform exercise, the second video is a video recorded at a second time when the patient follows the exercise to perform exercise, the exercise motions of the patient in the first video and the second video are the same, the first time and the second time are separated by a predetermined time, and the first time is earlier than the second time;

a comparison module for comparing the patient's motion changes in the first and second videos;

and the determining module is used for determining the effect of the patient exercising along with the body-building exercises according to the action change of the patient.

6. The system of claim 5, wherein the comparison module is configured to:

comparing the motion of the patient in the first video with a standard motion in the gym to obtain a first difference, wherein the first difference is used for identifying the difference between the first motion in the first video and the standard motion;

comparing the patient's motion in the second video with a standard motion in the gym to obtain a second difference, wherein the second difference is used for identifying a difference between the second motion in the second video and the standard motion;

comparing the first difference and the second difference.

7. The system of claim 6, wherein the determination module is configured to:

determining that the patient performed the exercise following the exercise routine has a rehabilitative effect if the difference between the standard motion and the representation of the second difference is less than the difference between the standard motion and the representation of the first difference; otherwise, determining that the patient does not have a rehabilitation effect when exercising along with the body-building exercises.

8. The system of claim 7, wherein in the event that the determination module determines that the patient is not rehabilitating following the workout, the system further comprises:

the sending module is used for acquiring the number of times of the patient performing exercises between the first time and the second time and whether the exercise performing time of each time meets the requirement; and if the requirement is not met, sending prompt information, wherein the prompt information is used for indicating that the exercise is performed according to the required exercise times and the required time of each exercise.

9. A processor for running software, wherein the software is for performing the method of any one of claims 1 to 4.

10. A memory for storing software, wherein the software is for performing the method of any one of claims 1 to 4.

Technical Field

The application relates to the field of video processing, in particular to a method and a system for evaluating stroke gymnastics effect.

Background

The stroke is a serious chronic non-infectious disease seriously harming the health of China, is the first cause of death and disability of adults in China, and has the five characteristics of high morbidity, high disability rate, high mortality, high recurrence rate and high economic burden. It is also a global health problem, considered the second most common cause of death and major cause of adult disability. As early as 2011, the Chinese guide for cerebral apoplexy rehabilitation therapy indicates that cerebral apoplexy rehabilitation is the most effective method for reducing disability rate and is an indispensable key link in a cerebral apoplexy organization management mode. In 2016, the American Heart Association (AHA)/American Stroke Association (ASA) issued the first guideline for adult Stroke rehabilitation, mainly relating to the construction of rehabilitation systems such as early rehabilitation intervention time and intensity, complication prevention and treatment, psychological intervention, rehabilitation assessment and treatment.

The early rehabilitation of the cerebral apoplexy is valued by the academic world, the stroke rehabilitation technology is widely developed clinically, the rehabilitation of the nerve function is greatly promoted, and nursing staff are the chief forces of the early rehabilitation. However, in the rehabilitation process of clinical cerebral apoplexy patients, active participation in rehabilitation training is less, most of the patients are passively subjected to rehabilitation training, the training is matched with rehabilitation personnel, and in the intermission period after the training is finished, the rehabilitation training is not always in a state of how to review and strengthen skills obtained in the training and cannot be converted into life style application, so that the rehabilitation effect is not ideal. Analysis reasons find that patients feel too professional to rehabilitation skill training, and always repeat some boring mandatory actions, so that the patients lack interestingness, leave professional rehabilitation personnel, and are difficult to insist on self rehabilitation training during rehabilitation intermission, which hinders enthusiasm of the patients to actively participate in rehabilitation activities.

Disclosure of Invention

The embodiment of the application provides a stroke gymnastic effect evaluation method and system, which are used for at least solving the problem that a patient cannot perform rehabilitation training by himself after leaving a rehabilitation person in the prior art.

According to an aspect of the present application, there is provided a stroke gymnastic effect evaluation method, including: acquiring identification information of a patient, and searching a video of a gymnastics corresponding to the patient according to the identification information, wherein the patient is a patient to be rehabilitated after stroke; acquiring a video of the patient exercising along with the gymnastics, and recording and storing the video; acquiring a first video and a second video, wherein the first video is a video recorded at a first time when the patient follows the exercise to exercise, the second video is a video recorded at a second time when the patient follows the exercise to exercise, the exercise actions of the patient in the first video and the second video are the same, the first time and the second time are separated by a preset time length, and the first time is earlier than the second time; comparing the change in motion of the patient in the first video and the second video; and determining the effect of the patient to exercise along with the body-building exercises according to the action change of the patient.

Further, comparing the change in motion of the patient in the first video and the second video comprises: comparing the motion of the patient in the first video with a standard motion in the gym to obtain a first difference, wherein the first difference is used for identifying the difference between the first motion in the first video and the standard motion; comparing the patient's motion in the second video with a standard motion in the gym to obtain a second difference, wherein the second difference is used for identifying a difference between the second motion in the second video and the standard motion; comparing the first difference and the second difference.

Further, determining the effect of the patient exercising following the exercise from the change in the patient's motion comprises: determining that the patient performed the exercise following the exercise routine has a rehabilitative effect if the difference between the standard motion and the representation of the second difference is less than the difference between the standard motion and the representation of the first difference; otherwise, determining that the patient does not have a rehabilitation effect when exercising along with the body-building exercises.

Further, in a case where it is determined that the patient does not exercise with the exercise with the fitness exercise with a rehabilitation effect, the method further comprises: acquiring the number of times of the patient taking exercises between the first time and the second time and whether the exercise taking time of each time meets the requirement; and if the requirement is not met, sending prompt information, wherein the prompt information is used for indicating that the exercise is performed according to the required exercise times and the required time of each exercise.

According to another aspect of the present application, there is also provided a stroke gymnastics effect evaluation system, including: the first acquisition module is used for acquiring identification information of a patient and searching a video of a gymnastics corresponding to the patient according to the identification information, wherein the patient is a patient to be recovered after stroke; the second acquisition module is used for acquiring a video of the exercise of the patient along with the exercise, and recording and storing the video; a third obtaining module, configured to obtain a first video and a second video, where the first video is a video recorded at a first time when the patient follows the exercise to perform exercise, the second video is a video recorded at a second time when the patient follows the exercise to perform exercise, the exercise motions of the patient in the first video and the second video are the same, the first time and the second time are separated by a predetermined time, and the first time is earlier than the second time; a comparison module for comparing the patient's motion changes in the first and second videos; and the determining module is used for determining the effect of the patient exercising along with the body-building exercises according to the action change of the patient.

Further, the comparison module is configured to: comparing the motion of the patient in the first video with a standard motion in the gym to obtain a first difference, wherein the first difference is used for identifying the difference between the first motion in the first video and the standard motion; comparing the patient's motion in the second video with a standard motion in the gym to obtain a second difference, wherein the second difference is used for identifying a difference between the second motion in the second video and the standard motion; comparing the first difference and the second difference.

Further, the determination module is to: determining that the patient performed the exercise following the exercise routine has a rehabilitative effect if the difference between the standard motion and the representation of the second difference is less than the difference between the standard motion and the representation of the first difference; otherwise, determining that the patient does not have a rehabilitation effect when exercising along with the body-building exercises.

Further, in a case where the determination module determines that the patient is not rehabilitating following the exercise routine, the system further comprises: the sending module is used for acquiring the number of times of the patient performing exercises between the first time and the second time and whether the exercise performing time of each time meets the requirement; and if the requirement is not met, sending prompt information, wherein the prompt information is used for indicating that the exercise is performed according to the required exercise times and the required time of each exercise.

According to another aspect of the present application, there is also provided a processor for executing software, wherein the software is configured to perform the above method.

According to another aspect of the present application, there is also provided a memory for storing software for performing the above method.

In the embodiment of the application, identification information of a patient is obtained, and a video of a gymnastics corresponding to the patient is searched according to the identification information, wherein the patient is a patient to be rehabilitated after stroke; acquiring a video of the patient exercising along with the gymnastics, and recording and storing the video; acquiring a first video and a second video, wherein the first video is a video recorded at a first time when the patient follows the exercise to exercise, the second video is a video recorded at a second time when the patient follows the exercise to exercise, the exercise actions of the patient in the first video and the second video are the same, the first time and the second time are separated by a preset time length, and the first time is earlier than the second time; comparing the change in motion of the patient in the first video and the second video; and determining the effect of the patient to exercise along with the body-building exercises according to the action change of the patient. Through the application, the problem that a patient cannot carry out rehabilitation training by himself after leaving a rehabilitation person in the prior art is solved, so that the patient can be guided to exercise through the gymnastics video, and the assessment is carried out according to the exercise video.

Drawings

The accompanying drawings, which are incorporated in and constitute a part of this application, illustrate embodiments of the application and, together with the description, serve to explain the application and are not intended to limit the application. In the drawings:

fig. 1 is a flowchart of a stroke gymnastic effect evaluation method according to an embodiment of the present application.

Detailed Description

It should be noted that the embodiments and features of the embodiments in the present application may be combined with each other without conflict. The present application will be described in detail below with reference to the embodiments with reference to the attached drawings.

It should be noted that the steps illustrated in the flowcharts of the figures may be performed in a computer system such as a set of computer-executable instructions and that, although a logical order is illustrated in the flowcharts, in some cases, the steps illustrated or described may be performed in an order different than presented herein.

It has been proved that moderate physical exercise in daily life has a preventive effect on the occurrence of stroke. The guidelines for the management of ischemic stroke and transient cerebral ischemia promulgated by the european stroke organization indicate that leisure physical activity performed 2 to 5 hours per week is an independent protective factor for reducing the severity of the occurrence or development of ischemic stroke. This suggests that exercise can prevent degenerative events by increasing the expression of brain-derived neurotrophic factor (BDNF) and insulin-like growth factor-1 (IGF-1). The American society for heart and stroke suggests that physical exercise plays a positive role in various stroke risk factors. Other scholars research the community stroke patient group and show that physical and psychological health of the patient can be improved through physical exercise, social role recovery of the patient is promoted, complications and recurrence rate of stroke are reduced, and good social and economic benefits are achieved. In addition, the patient can have positive experiences such as confidence, enhancement of self-control feeling and the like in the process of physical exercise, and the social role feeling of the patient is improved by the exercise, so that the participation willingness of the patient on social activities is improved, and the patient can return to the society. Therefore, the method is very significant in developing gymnastics projects in the form of sports in stroke paralyzed patients.

As is known, the "exercises" mean various physical exercises performed by hand or by means of an apparatus, and are one of the sports derived from the gymnastics. The gymnastics have the advantages that in order to ensure certain exercise load and comprehensiveness of exercise, the exercise is repeated, the exercise is usually performed in a symmetrical mode, all parts of the body are exercised according to a certain sequence, the exercise is simple and easy to learn, lively and smooth, the rhythm sense is strong, pertinence is achieved, practical effects are taught, research shows that repeated and laborious intervention measures of muscle contraction are tried, and the walking ability and the balance ability of a patient can be improved. The frequent participation in the body-building exercise can lead the people to fully move all joints and muscles of the body and improve the physical coordination of the participants.

In this embodiment, a method for assessing the effect of stroke gymnastics is provided, and fig. 1 is a flowchart of a method for assessing the effect of stroke gymnastics according to an embodiment of the present application, as shown in fig. 1, the flowchart includes the following steps:

step S102, acquiring identification information of a patient, and searching a video of a gymnastics corresponding to the patient according to the identification information, wherein the patient is a patient to be recovered after stroke;

step S104, acquiring a video of the patient for exercising along with the exercise, and recording and storing the video;

step S106, a first video and a second video are obtained, wherein the first video is a video recorded at a first time when the patient follows the exercise to exercise, the second video is a video recorded at a second time when the patient follows the exercise to exercise, the exercise actions of the patient in the first video and the second video are the same, the interval between the first time and the second time is preset, and the first time is earlier than the second time;

step S108, comparing the motion changes of the patient in the first video and the second video;

and step S110, determining the effect of the patient to exercise along with the body-building exercises according to the action change of the patient.

The problem caused by the fact that a patient cannot perform rehabilitation training by himself after leaving a rehabilitation person in the prior art is solved through the steps, and therefore the rehabilitation person can be guided to perform exercise through the gymnastics video, and assessment is performed according to the exercise video.

There are many ways to compare the change in motion of the patient in the first video and the second video, for example, in an alternative embodiment, the step of comparing the change in motion of the patient in the first video and the second video may comprise: comparing the motion of the patient in the first video with a standard motion in the gym to obtain a first difference, wherein the first difference is used for identifying the difference between the first motion in the first video and the standard motion; comparing the patient's motion in the second video with a standard motion in the gym to obtain a second difference, wherein the second difference is used for identifying a difference between the second motion in the second video and the standard motion; comparing the first difference and the second difference.

As an alternative embodiment, the comparison of the actions may be performed by means of artificial intelligence. For example, a machine learning model may be used, which is trained by using multiple sets of training data, wherein each set of training data includes input data and output data, wherein the input data includes two photos, the two photos are photos of the same action, the output data includes a label, the label includes a value for identifying a difference of the action in the two photos, a value of 0 indicates no difference, a value of 10 indicates that the two actions are completely different, and the value is a natural number from 1 to 10. After training, the model can be used, and key frames in the first video can be extracted, wherein each key frame corresponds to a motion in the gymnastics, the standard motion is a picture taken in advance, and the key frames are used as images and images of the standard motion to be input into the machine learning model, so that a first difference can be obtained, and similarly, a second difference can also be obtained.

Determining that the patient performed the exercise following the exercise routine has a rehabilitative effect if the difference between the standard motion and the representation of the second difference is less than the difference between the standard motion and the representation of the first difference; otherwise, determining that the patient does not have a rehabilitation effect when exercising along with the body-building exercises. In the event that it is determined that the patient is not rehabilitating following the workout, the method further comprises: acquiring the number of times of the patient taking exercises between the first time and the second time and whether the exercise taking time of each time meets the requirement; and if the requirement is not met, sending prompt information, wherein the prompt information is used for indicating that the exercise is performed according to the required exercise times and the required time of each exercise.

As another optionally added embodiment, compliance of the patient in exercising is determined when the number of times the patient exercises between the first time and the second time and each time of exercising meet requirements, wherein the compliance is used for representing subjective intention of the patient in exercising, the compliance can be determined from a video obtained in each exercising, the action amplitude of the patient is determined according to a video recorded in each exercising, whether the action amplitude corresponds to the patient's condition is determined according to the action amplitude of the patient, and if the action amplitude is smaller than the action amplitude which can be completed by the patient in doing action, second prompt information is sent, and the second prompt information is used for instructing the patient to improve the subjective intention and the action amplitude.

As an alternative embodiment, in the case where the number of times the patient exercises and the time for each exercise are satisfactory between the first time and the second time, and the magnitude of the patient's motion is satisfactory for the patient's condition, the method further comprises: obtaining a lifestyle index of the patient and changing exercises for the patient according to the lifestyle index of the patient, wherein the lifestyle index is used to indicate the ability of the patient to perform activities in a predetermined daily life.

After reading a large amount of literature and combining clinical practice analysis, the embodiment finds that the paralysis after the stroke is most affected by the daily life self-care ability, and the Barthel index evaluation (namely the life ability index) is most commonly used in the rehabilitation therapy at present for evaluating the activity ability of daily life. Barthel index is currently one of the common scales used in clinical care to assess the ability of a patient to live independently of their daily life due to its objectivity and accuracy. The Barthel index may be used as one of the scoring of the patient's care level during the hospital stay. The method is characterized in that 10 items of feeding, bathing, dressing, stool control, urine control, defecation control, bed-chair transfer, flat walking and stair ascending and descending are graded, the total score is from 0 (the worst in daily life activities) to 100 (the best in daily life activities), the self-care ability degree is divided into 4 grades of severe dependence, moderate dependence, mild dependence and unnecessary dependence, the nursing grade of a patient can be evaluated according to the grade judgment, the change of the self-care ability of the patient can also be used as the basis for the change of the self-care ability of the patient, and meanwhile, the Barthel index is one of the simple and easy-to-use evaluation methods for evaluating the life ability evaluation condition of the patient after stroke in China.

In the embodiment, a set of gymnastics is designed by closely surrounding Barthel index characteristics, so that the defect of the current rehabilitation situation of the cerebral apoplexy patient can be well overcome. According to 10 aspects of Barthel index, the characteristics of cerebral apoplexy paralysis are combined, the brain apoplexy paralysis is compiled closely around the needs of daily life, music with strong rhythm sense and moderate rhythm is selected as a background, so that a perfect state that the body is coordinated with the environment, the emotion and the psychology, and the spirit and the society is realized through the self-effort of a patient. The Barthel index is scientifically applied to design the gymnastics, the basic structural requirements of the human body are met, the improvement of the limb functions of the stroke patient is promoted, and the gymnastics has the characteristics of strong participation and interestingness, so that the stroke paralysis patient can achieve the rehabilitation purpose through physical exercise. Meanwhile, the exercise application effect can be reflected by using a Fugl-Meyer (FMA) exercise function rating scale in combination with a Barthel index result, wherein the FMA is a hemiplegia body function rating method designed by a Swedish scholars Fugl-Meyer according to a theoretical viewpoint that central motor dysfunction recovery provided by Brunntrom needs three stages and six stages, and because the hemiplegia body function rating method has sensitivity and reliability, the hemiplegia body function rating method can be widely applied and recovered function rating at present, and can make correct evaluation for the recovery effect of a patient. And how to improve the rehabilitation compliance of stroke patients in the early hospitalization period, the embodiment classifies the compliance evaluation standard into 3 grades: 1. complete compliance: can actively cooperate with early rehabilitation therapy and insist on the end of the rehabilitation treatment course. 2. Partial compliance: after receiving early rehabilitation treatment, the patient can not finish the rehabilitation treatment course and quit the way. 3. Non-compliance: refusing to accept early rehabilitation therapy. Therefore, the effect of the exercise which is mainly compiled by the Barthel index on improving the active rehabilitation of the patient is evaluated.

In the internet + era, the present embodiment will fully utilize the internet technology in the aspect of popularization and application, and apply the cloud rehabilitation mode to the patient rehabilitation process, and the cloud rehabilitation is "artificial intelligence + internet + rehabilitation", that is, the remote rehabilitation system based on artificial intelligence, and the remote rehabilitation treatment completed with the assistance of medical staff through the remote rehabilitation device including the intelligent algorithm and the basic database. The intelligent medical remote medical monitoring system is a new mode which takes intelligent remote equipment as a leading factor and is flexibly participated by medical staff. The guidance and help of rehabilitation exercises can be provided for the patient by a computer or a mobile phone through the Internet, the camera and the interactive equipment. The textbook research records the programmed gymnastics into a short video form, the short video form is converted into a two-dimensional code form through an internet information technology, a patient can scan the two-dimensional code through WeChat in a smart phone, the patient can watch and learn at any time and any place according to the self demand, the gymnastics are gradually exercised according to the self recovery capacity, and the recovery of the paralyzed limb function is gradually realized. The early treatment intermittence of patient's rehabilitation, even can also persist oneself training after the hospital is discharged, the recovered nurse still can help the patient to correct the mistake in real time according to the recovered data of cloud simultaneously, aassessment patient's recovered effect, in time provides various recovered help for the patient to promote the improvement of paralysed state, this kind of cloud recovered mode both alleviateed the recovered cost, practiced thrift medical resources, also reduced medical personnel operating time, improved work efficiency.

Stroke-compiling gymnastics

The principle of safety, scientificity, integrity and effectiveness is used, the requirement that Barthel indexes can be completed step by step is taken as a standard, the human body structure is a main line, all parts of the body are considered in combination with the paralytic condition of a cerebral apoplexy patient, the head, the neck, the trunk and the upper and lower limbs are integrated in the action movement, and all actions which can be completed by a hemiplegia rehabilitator are set according to the joint activity degrees of different parts. The patient establishes basic postures for completing the gymnastics on the basis of safety and operability, and the basic postures comprise the following steps: the basic sitting posture, lying posture, back control posture and the like, and the arrangement of the gymnastics is carried out by taking the patient to gradually realize independent toileting, independent food taking, self-modification and the like as targets.

After the gymnastics are compiled and inquired by an expert letter, the short video is recorded, and through a cloud rehabilitation mode of artificial intelligence, Internet and stroke gymnastics, the patient can continue to learn and exercise in a treatment intermission period without nurse guidance through the network video, so that the gymnastics are gradually popularized and applied.

And analyzing the application effect of the patient in the cloud rehabilitation mode of the stroke gymnastics only by combining the traditional rehabilitation method and the traditional rehabilitation.

Meanwhile, the patients who carry out conventional rehabilitation therapy are the control group, and the patients who carry out conventional rehabilitation therapy and combine gymnastics are the experimental group. Logging in an electronic medical record system, and collecting clinical data of a patient, wherein the method comprises the following steps: pre-hospital related data (including basic data, past history, present history and medication history); hospitalization-related data (including stroke type, imaging data, muscle strength at admission and discharge, FMA and Barthel index assessments); disease-related indices (rehabilitation therapy status, medication compliance, rehabilitation compliance); psychological condition (hospital anxiety and depression scale assessments at admission and discharge and brief intellectual scale MMSE assessments); social support (living, working, economic) and the like. The database is built using software and statistical analysis is performed using another software (e.g., SPSS 25 software). Normal distribution measurement data is described by mean and standard deviation, and group comparison adopts t test, and before and after treatment comparison adopts paired t test. The measurement data of the skewed distribution are described by using median and interquartile distance, the comparison among groups adopts rank sum test, and the pairing rank sum test is adopted before and after treatment. Counting data utilization rate for description, and comparing between groups by chi-square test. The comparison between groups of the grade data adopts a rank sum test.

In the above-described exercise, an apparatus for assisting the apparatus may also be used, and for example, the following assisting apparatus may be used.

For example, a rehabilitation robot in early stroke can be used, which comprises a driving part, a transmission part and an execution part, and is characterized in that: the driving part adopts an alternating current servo motor; the transmission part consists of a harmonic reducer, a first straight gear, a second straight gear, a first bevel gear, a second bevel gear, a first electromagnetic clutch, a second electromagnetic clutch, a first transmission shaft, a second transmission shaft, a third transmission shaft, a fourth transmission shaft, a fifth transmission shaft, a connecting rod and a base, the execution part consists of a pedal plate, a support plate, a spring, a first pin shaft and a large pin shaft, and the first electromagnetic clutch is connected with the first transmission shaft and the second transmission shaft; the second electromagnetic clutch is connected with the fourth transmission shaft and the fifth transmission shaft; the connecting rod is of a square section and is fixedly connected with the third transmission shaft and the large pin shaft; the pedal plate and the support plate form a hinge connection through the two first pin shafts, and the pedal plate and the large pin shaft form a hinge connection; the supporting plate is fixedly connected with the second transmission shaft; the two springs are fixed between the pedal and the base; when the first electromagnetic clutch is connected and the second electromagnetic clutch is separated, the alternating current servo motor drives the first transmission shaft to rotate through the harmonic reducer, the first electromagnetic clutch drives the supporting plate and the pedal plate to swing left and right to form a first transmission line, and the ankle joint of the human body swings left and right along with the pedal plate, so that the inversion and eversion of the foot are realized; when the electromagnetic clutch I is separated, the alternating current servo motor drives the first transmission shaft to rotate through the harmonic reducer, the first straight gear is meshed with the second straight gear to drive the fifth transmission shaft to move, the movement of the second electromagnetic clutch is transmitted to the fourth transmission shaft, the first bevel gear is meshed with the second bevel gear to realize 90-degree movement conversion of the third transmission shaft, the connecting rod drives the pedal to swing up and down through the large pin shaft to form a second transmission line, and the ankle joint of a human body swings up and down along with the pedal, namely stretching and bending movement of feet is realized.

The two springs (10) are fixed between the pedal (9) and the base (20), and maintain the rotation axis of the pedal to be in a horizontal position when the pedal (9) swings up and down.

For another example, a rehabilitation table for stroke patients can also be used, which comprises a frame, a mastoid rotating rod, a mastoid gripping ring and a mastoid sliding bench, wherein the frame is formed by enclosing a bottom support, a left side support, a top support and a right side support, the mastoid rotating rod is arranged on the bottom support and/or the left side support and/or the top support and/or the right side support, the mastoid gripping ring is arranged on the bottom support and/or the left side support and/or the top support and/or the right side support, the mastoid sliding bench is arranged on the bottom support, and the mastoid sliding bench comprises a bench body and the mastoid rotating rod arranged at the upper end of the bench body. Optionally, the mastoid rotating rod on the frame is identical in structure to the mastoid rotating rod on the mastoid slide stool, the mastoid rotating rod comprises a middle pipe shaft and a wooden outer sleeve, the wooden outer sleeve is sleeved outside the middle pipe shaft, mastoids are arranged on the outer surface of the wooden outer sleeve, and the middle pipe shaft rotates relative to the frame or the mastoid slide stool. Optionally, the mastoid gripping ring comprises an inner circular pipe, an outer circular wooden sleeve and a mastoid, the outer circular wooden sleeve is sleeved outside the inner circular pipe, the outer circular wooden sleeve is provided with the mastoid on the outer surface, and the mastoid gripping ring is connected to the frame through an elastic rope. Optionally, the mastoid process-based hand-held ring further comprises a mastoid process-based Taiji curve rod and a circular ring, wherein the mastoid process is designed on the outer surface of the mastoid process-based Taiji curve rod, two ends of the mastoid process-based Taiji curve rod are connected to the inner side of the circular ring, the circular ring is tied with four elastic ropes, and the four elastic ropes are respectively connected to the bottom support, the left side support, the top support and the right side support.

Optionally, the bottom support is rectangular in whole and is formed by enclosing a bottom rear tube, a bottom front tube, a bottom left tube and a bottom right tube, a mastoid rotating rod is arranged between the bottom rear tube and the bottom front tube, the bottom of the mastoid sliding stool is fixed on the bottom rear tube and the bottom front tube, and mastoid gripping rings are connected to the bottom rear tube and/or the bottom front tube. Optionally, the device further comprises a fixing support, wherein the fixing support is fixed on the bottom rear tube and the bottom front tube through fixing rings, and fixing holes are formed in the fixing support. Optionally, the top brace is wholly a rectangle and is enclosed by a top rear tube, a top front tube, a top left tube and a top right tube, the top left tube is connected with a top middle tube from the middle to the middle of the top right tube, a mastoid rotating rod is arranged between the top rear tube and the top middle tube, the mastoid rotating rod is also arranged between the top front tube and the top middle rod, the mastoid rotating rod is also connected between the top right tube and the bottom right tube, and a mastoid holding ring is connected on the top rear tube and/or the top front tube and/or the top middle rod. Optionally, the left side props the upper end and connects the shore left end, and the end props the left end at the lower extreme connection, the right side props the upper end and connects the shore right-hand member, and the end props the right-hand member at the lower extreme connection, the left side props, the right side props the structure the same, is two telescopic links, wherein sets up mastoid process bull stick between two telescopic links that the left side propped, the telescopic link includes the inner tube and overlaps at the outside outer tube of inner tube, and corresponding lockhole of height-adjusting is all seted up to inner tube and outer tube.

For another example, the hand rehabilitation training device for the rehabilitation of the stroke patient can also be used, and comprises a bottom plate, wherein the top of the bottom plate comprises a support plate, a protective shell, a control box, a buckling rod, a fixed block and a support column, the support plate is arranged on the left side of the upper surface of the bottom plate, the bottom of the support plate is fixedly connected with the upper surface of the bottom plate, the protective shell is arranged on the top of the support plate, the bottom of the protective shell is fixedly connected with the top of the support plate, the control box is arranged on the right side of the support plate, the bottom of the control box is fixedly connected with the upper surface of the bottom plate, the buckling rod is arranged on the right side of the control box, the bottom of the buckling rod is fixedly connected with the upper surface of the bottom plate, the fixed block is arranged on the right side of the buckling rod, the bottom of the fixed block is fixedly connected with the upper surface of the bottom plate, the support column is arranged on the top of the fixed block, the bottom of the support column is hinged to the inner wall of the fixing block through a hinge, and the right end of the buckling rod is buckled with the inner wall of the support column.

Optionally, the protection casing includes a storage battery, a three-phase motor, a fixing column, a pull wire, a rotating shaft and a connecting block, the connecting block is disposed on the right side of the inner wall of the protection casing, the surface of the connecting block is fixedly connected with the inner wall of the protection casing, the storage battery is disposed on the right side of the connecting block, the left side of the storage battery is fixedly connected with the right side of the connecting block, the three-phase motor is disposed on the right side of the storage battery, the left side of the three-phase motor is fixedly connected with the right side of the storage battery, the fixing column is disposed on the top of the three-phase motor, the bottom of the fixing column is fixedly connected with the top of the three-phase motor, the top of the fixing column is fixedly connected with the top of the inner wall of the protection casing, the rotating shaft is disposed on the front of the three-phase motor, the back of the rotating shaft is fixedly connected with the front of the three-phase motor through a coupler, and the pull wire is disposed on the surface of the rotating shaft, thereby the lower fixed surface who acts as go-between is organized and the fixed surface of pivot is connected, the inside of support column includes guide pulley, guide pulley is located the upside setting of bottom plate, guide pulley's front and the back all rotate through the inner wall of moving axis and support column and are connected, guide pulley's surface and the lower surface sliding connection who acts as go-between, the right side of bottom plate includes finger stall, tight line piece and connection pad, tight line piece is located the surperficial right side setting of acting as go-between, the surface of acting as go-between and the inner wall joint of tight line piece, the right-hand member of acting as go-between runs through the right side that tight line piece extended to tight line piece, finger stall is located the bottom setting of tight line piece, the upper surface of finger stall and the bottom fixed connection of tight line piece, the connection pad is located the bottom setting of finger stall, the top of connection pad and the lower fixed surface connection of finger stall. Optionally, the bottom of bottom plate includes arm latch closure and cushion, the cushion is located the lower surface setting of bottom plate, the upper surface of cushion bonds with the lower surface of bottom plate, the top of arm latch closure is connected with the lower fixed surface of bottom plate, the surface of arm latch closure bonds with the inner wall of cushion, the quantity of arm latch closure is two, and two arm latch closures use the axis of bottom plate to set up about the symmetry.

Optionally, the right side of the protective casing comprises a right side cover, and the left side of the surface of the right side cover is in threaded connection with the inner wall of the protective casing. Optionally, the inside of right side lid includes the line hole of acting as go-between, the inner wall that the line hole is located the right side lid is seted up, the inner wall that acts as go-between cup joints with the surface of acting as go-between. Optionally, the top of protecting sheathing includes the dust screen, the dust screen is located the upside setting of three-phase motor, the surface of dust screen and protecting sheathing's inner wall fixed connection. Optionally, the bottom of three-phase motor includes the backing plate, the backing plate is located the inner wall bottom setting of protecting sheathing, the lower surface of backing plate and protecting sheathing's inner wall bottom fixed connection, the upper surface of backing plate and three-phase motor's bottom fixed connection. Optionally, the top and the bottom of the storage battery comprise sponge pads, one sides of the sponge pads opposite to each other are respectively bonded with the top and the bottom of the storage battery, and the other sides of the sponge pads opposite to each other are respectively bonded with the top and the bottom of the inner wall of the protective shell. Optionally, the left side of the protective casing includes a charging port, the charging port is located on the left side of the connecting block, the surface of the charging port is fixedly connected with the inner wall of the protective casing, the right side of the charging port penetrates through the protective casing and extends to the inside of the protective casing, and the right side of the charging port is fixedly connected with the left side of the connecting block. Optionally, the bottom of the connection pad comprises a flexible wire and a cotton ball, the top of the soft pad is fixedly connected with the bottom of the connection pad, the cotton ball is arranged at the bottom of the flexible wire, and the top of the surface of the cotton ball is fixedly connected with the bottom of the flexible wire.

For example, a nerve rehabilitation device for a stroke patient can also be used in the embodiment, and comprises a motion table, a wearing component, a detection component and a feedback component; the middle of the top end of the motion platform is provided with a transmission assembly, one end of the motion platform in front of the transmission direction of the transmission assembly is provided with a host, the top end of the host is in damped type rotation connection with a matched display, and the motion platform is also provided with a suspension assembly matched with the host; the wearable assembly comprises a transverse plate, an arc plate, a fixing belt, a sliding block, a first telescopic rod, a second telescopic rod, a short rod and a flexible base plate, wherein the arc plate is rotatably connected to two ends of the transverse plate, the fixing belt is fixed to the tail end of the arc plate, guide rails which are the same as the arc plate and are arranged on the outer ring side wall of the arc plate are arranged on the guide rail, the sliding block is connected to the guide rails in a sliding mode, the first telescopic rod with the central axis vertical to the ground is rotatably connected to the bottom end of the sliding block, the second telescopic rod with the central axis parallel to the ground is rotatably connected to the bottom end of the first telescopic rod, the short rod with the central axis parallel to the ground is rotatably connected to the bottom end of the second telescopic rod, the horizontal flexible base plate is arranged on the inner side of the bottom end of the short rod, fixing rings are arranged on the first telescopic rod, the second telescopic rod and the short rod, and the wearable assembly is driven by a driving assembly; the detection assembly comprises a horizontal angle sensor, a vertical angle sensor, a pressure sensing panel and a control box, wherein the horizontal angle sensor is arranged in a containing cavity in the sliding block close to the bottom end of the sliding block, the vertical angle sensor is arranged at the rotating connection position of the first telescopic rod and the second telescopic rod and the rotating connection position of the second telescopic rod and the short rod, the pressure sensing panel is arranged at the front end and the rear end of the upper end surface and the rear end surface of the flexible base plate, the control box is arranged on the back surface of the transverse plate, a control panel is arranged in a cavity in the control box, and an interface module is also arranged on the control box; the feedback assembly comprises a group of feedback electrode plates and a group of detection electrode plates with equal quantity; the detection electrode slice is used for being attached to the skin surface of the main muscle group at one side of a limb of a patient, and the feedback electrode slice is used for being attached to the skin surface of the main muscle group at one side of an affected limb of the patient; the transmission assembly, the display, the driving assembly, the detection assembly and the feedback assembly are all controlled by a host.

Optionally, a step matched with the moving table is arranged at one end of the moving table different from the main machine, an installation groove matched with the transmission assembly is arranged on the top end surface of the moving table, the motion table is also internally provided with a working cavity isolated from the mounting groove, the transmission assembly comprises a transmission belt, a transmission roller and a rotating motor, a group of driving rollers with the same height and parallel axes are tightly distributed in the mounting groove, the driving belt is tightly wrapped on the outer surface of the group of driving rollers, the two ends of the driving roller are provided with coaxial transmission shafts, the transmission shaft at one end of the driving roller close to the working cavity extends into the working cavity, the end parts of the transmission shafts in the working cavity are all fixed with coaxial transmission gears which are in synchronous transmission connection through matched chains, the rotating motor is arranged in the working cavity and is fixedly connected with any one transmission gear in a coaxial mode.

Optionally, the width of drive belt equals the width of mounting groove equals the length of driving roller, the up surface of mounting groove and the up end coplane of motion platform, the motion platform is in mounting groove's notch position department and is equipped with the complex apron in the equal detachably in both ends of drive assembly transmission direction, the apron covers the space between drive belt and the mounting groove notch completely.

Optionally, suspend the subassembly in midair and include inverted U type frame, hydraulic stretching post and roof, the both sides that are in transmission assembly of motion platform all are equipped with inverted U type frame, the top of inverted U type frame is equipped with the hydraulic stretching post on two axis vertical ground symmetrically, the apex angle department of roof bottom face respectively with the free end fixing of the hydraulic stretching post that corresponds, the bottom face of roof still is equipped with a set of couple, the middle part of inverted U type frame both ends lever arm all is equipped with the spacing ring.

Optionally, the inner lateral wall of diaphragm is equipped with the lumbar vertebrae pad that matches with it, the arc recess that matches with it all is seted up on the inner ring lateral wall of arc, all be equipped with the gasbag that matches with it in the arc recess, the interface setting of aerifing of gasbag is in the one end of arc outer loop lateral wall, the both ends that arc outer loop lateral wall just is in the guide rail all are equipped with the go-between, two the end of fixed band is equipped with mutually supported magic subsides son face, magic subsides mother's face respectively, all is equipped with on the slider with guide rail complex lock nut, first telescopic link and second telescopic link are the three-rod body that all the sliding connection has the outer pole at an inner rod both ends, outer pole and the one end that the quarter butt is different from flexible backing plate all are equipped with the eye-splice.

Optionally, the action end of the locking nut is rotatably connected with a movable head, and a layer of anti-slip pad body is arranged on the force application surface of the movable head.

Optionally, the driving assembly comprises a track plate, a driving motor, a screw, a driving block, a vertical electric telescopic rod and a horizontal electric telescopic rod, track plates are arranged on both sides of one end of the motion platform, which is close to the display, and driving blocks are connected on the track plates in a sliding way, the track plate is provided with a driving motor at one end far away from the motion table, the output end of the driving motor is fixedly connected with the end part of the screw rod inside the track plate extending out of the plate, a screw groove matched with the screw rod penetrates through the part of the driving block positioned in the track plate, five vertical electric telescopic rods with successively reduced types are arranged at the top end of the driving block along the transmission direction of the transmission assembly, the free end of the vertical electric telescopic rod is provided with a horizontal electric telescopic rod pointing to the step and the type of the horizontal electric telescopic rod is matched with the step, and the free end of the horizontal electric telescopic rod is horizontal and points to the connecting rod of the motion table. Optionally, the ends of the connecting rods are provided with plugs matched with the buckles. Optionally, the control board includes a processing module, a power supply module and a storage module. Optionally, the feedback electrode slice and the detection electrode slice are in a delayed mirror relationship.

For example, a neurological cerebral apoplexy rehabilitation medical device can also be used in this embodiment, which includes a diversified pedaling device, the diversified pedaling device includes a plane moving mechanism for horizontal motion training of lower limbs of a human body, a circular rotating mechanism for circular motion training of lower limbs of a human body, and a cavity for the circular rotating mechanism to complete circular pedaling action is formed inside the bearing base, wherein the circular rotating mechanism includes rotating curved plates respectively installed on inner walls of two sides of the cavity, and a lower pedal movably installed between the two rotating curved plates, the plane moving mechanism is movably installed on an upper surface of the lower pedal, and the plane moving mechanism is movably locked on the upper surface of the lower pedal, after the plane moving mechanism and the lower pedal are unlocked, the plane moving mechanism moves along two side walls of the lower pedal in a limiting manner; the plane moving mechanism moves on the upper surface of the cavity in a limiting manner along two side walls of the lower pedal so as to realize the training of simulating the horizontal movement of the lower limbs of the human body; the plane moving mechanism and the lower pedal are locked into a whole and then synchronously do circular motion in the cavity with the rotating curved plate so as to realize lower limb circular motion training.

Optionally, the bearing base is at every the both sides of cavity all are equipped with the open slot respectively, every the installation end that rotates the bent plate passes the inner wall of cavity just is in the fixed circular synchronous board that is equipped with on the installation end that rotates the bent plate, the radius of circular synchronous board with the straight-bar length that rotates the bent plate is the same. Optionally, the bearing base is provided with an auxiliary pulling assembly between the two cavities for balancing the rotation of the two circular synchronous plates, the auxiliary pulling assembly comprises a middle bridge frame arranged between the two cavities, a tunnel channel is arranged inside the middle bridge frame, the upper end surface and the lower end surface of the tunnel channel are respectively provided with a bearing seat, a double-horn through pipe is movably arranged between the two bearing seats and freely rotates around the bearing seats horizontally, a first elastic rope is arranged in a hole groove penetrating through the double-horn through pipe, two ends of the first elastic rope are respectively arranged at the edge positions of the two circular synchronous plates close to the middle bridge, and when the two ends of the first elastic rope are positioned at the diameter position of the cavity, the first elastic rope is always stretched to the maximum elastic strength, and the two circumferential rotating mechanisms assist in circulating rotation under the stretching action of the first elastic rope. Optionally, the bearing base is equipped with the activity seat of height and gradient activity regulation and control, through the adjustment the height of activity seat and cushion inclination are right in order to adjust the human body the weight of various trampling device is right in order to progressively realize the muscle training of low limbs, just the bearing base is in the both sides of cavity are equipped with the hand-rest that supplies the patient to support, the hand-rest is used for standing the application of force completely at the patient and is in increase the stability of limbs when various trampling on the device. Optionally, the plane moving mechanism comprises an upper pedal movably embedded on the upper surface of the lower pedal, and limiting frame plates arranged on the inner walls of two side surfaces of the lower pedal, wherein two lengthened frame plates with open ends are movably arranged on the inner wall of each limiting frame plate, and a baffle for separating the two lengthened frame plates is arranged in the center of the inner wall of each limiting frame plate; each lengthened frame plate is arranged on the inner wall of each limiting frame plate in a ball bearing mode, the upper-layer pedal is arranged inside each lengthened frame plate, the friction force between the upper-layer pedal and each lengthened frame plate is far larger than the rolling friction force between each lengthened frame plate and each limiting frame plate, and the center of the lower surface of the upper-layer pedal moves along the wire groove in the upper surface of the lower-layer pedal through the straight rod; the inner end of each lengthened frame plate is provided with a wavy plate with one staggered wave crest, two side end parts of the upper-layer pedal are respectively provided with two staggered tooth-shaped clamping combs, and the upper-layer pedal is clamped with the wavy plate through the tooth-shaped clamping combs so as to limit the maximum moving range of the upper-layer pedal.

Optionally, the load-bearing base is provided with two abutting blocks at the front end and the rear end of each of the two cavities for supporting the lower pedal and keeping the lower pedal in a horizontal state, one inner side surface of each of the two cavities is provided with a cutting groove with an opening facing the cavity, the upper surface of each cutting groove is provided with a through hole, the upper surface of each abutting block is provided with a pushing point penetrating through the through hole, the cavities (the ends of the abutting blocks move to the sunken grooves to keep the lower pedal in a horizontal state) are provided with self-reset components at positions opposite to the center lines of the two cavities, the self-reset components are respectively arranged at the same end parts of the two cavities and arranged between the two cavities, and the self-reset components automatically pull the upper pedal to reset to realize lower limb simulated walking training, the self-resetting assembly comprises two second fixed pulleys which are coaxially arranged with the two cavities respectively, a second elastic rope which is movably connected with the end part of the upper-layer pedal is arranged after penetrating through the two second fixed pulleys, the mounting point of the second elastic rope is located at the center of the end part of the upper-layer pedal, and the second elastic rope automatically drives the upper-layer pedal to reset so as to realize walking training and joint movement training of lower limb joints.

Aiming at the device, the rehabilitation method of the neurological cerebral apoplexy rehabilitation medical device can be related to, and comprises the following steps:

step 100, designing treatment stages of cerebral apoplexy rehabilitation, and determining training steps corresponding to different treatment stages of lower limbs, wherein the training steps comprise walking training, joint activity training and muscle training; 200, separating the structures of various treading devices in the rehabilitation medical device, and enabling the lower limbs to drive a plane moving mechanism positioned on the upper layer to linearly move on a horizontal plane so as to train the joint mobility of the lower limbs and realize the lower limb simulated walking training; step 300, gradually adjusting the inclination and the height of a cushion of the seat to change the weight applied to the various treading devices so as to gradually change the lower limb joint movement training into the lower limb muscle training; step 400, the seat is disassembled, the various treading devices are combined in a structure fixing mode, the feet drive the various treading devices to do circular motion on a vertical plane, and the lower limb muscle training is realized by emphasizing. In step 300, when performing lower limb joint movement training and walking simulation training on the lower limb, the height of the movable seat is adjusted to just make the feet of the patient contact with the plane moving mechanism, and gradually the lower limb joint movement training is changed into lower limb muscle training, the height of the movable seat is gradually reduced to increase the radian of the circular motion of the multiple treading device on the vertical plane, and simultaneously, the cushion of the movable seat is gradually rotated downwards to increase the weight applied to the multiple treading device.

In this embodiment, an electronic device is provided, comprising a memory in which a computer program is stored and a processor configured to run the computer program to perform the method in the above embodiments.

The programs described above may be run on a processor or may also be stored in memory (or referred to as computer-readable media), which includes both non-transitory and non-transitory, removable and non-removable media, that implement information storage by any method or technology. The information may be computer readable instructions, data structures, modules of a program, or other data. Examples of computer storage media include, but are not limited to, phase change memory (PRAM), Static Random Access Memory (SRAM), Dynamic Random Access Memory (DRAM), other types of Random Access Memory (RAM), Read Only Memory (ROM), Electrically Erasable Programmable Read Only Memory (EEPROM), flash memory or other memory technology, compact disc read only memory (CD-ROM), Digital Versatile Discs (DVD) or other optical storage, magnetic cassettes, magnetic tape magnetic disk storage or other magnetic storage devices, or any other non-transmission medium that can be used to store information that can be accessed by a computing device. As defined herein, a computer readable medium does not include a transitory computer readable medium such as a modulated data signal and a carrier wave.

These computer programs may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks, and corresponding steps may be implemented by different modules. This embodiment provides a system, referred to as a stroke gymnastic effect assessment system, comprising: the first acquisition module is used for acquiring identification information of a patient and searching a video of a gymnastics corresponding to the patient according to the identification information, wherein the patient is a patient to be recovered after stroke; the second acquisition module is used for acquiring a video of the exercise of the patient along with the exercise, and recording and storing the video; a third obtaining module, configured to obtain a first video and a second video, where the first video is a video recorded at a first time when the patient follows the exercise to perform exercise, the second video is a video recorded at a second time when the patient follows the exercise to perform exercise, the exercise motions of the patient in the first video and the second video are the same, the first time and the second time are separated by a predetermined time, and the first time is earlier than the second time; a comparison module for comparing the patient's motion changes in the first and second videos; and the determining module is used for determining the effect of the patient exercising along with the body-building exercises according to the action change of the patient.

The templates in the system correspond to the steps in the method one to one, which has already been explained in the method steps and will not be described herein again.

For example, the comparison module is configured to: comparing the motion of the patient in the first video with a standard motion in the gym to obtain a first difference, wherein the first difference is used for identifying the difference between the first motion in the first video and the standard motion; comparing the patient's motion in the second video with a standard motion in the gym to obtain a second difference, wherein the second difference is used for identifying a difference between the second motion in the second video and the standard motion; comparing the first difference and the second difference. Optionally, the determining module is configured to: determining that the patient performed the exercise following the exercise routine has a rehabilitative effect if the difference between the standard motion and the representation of the second difference is less than the difference between the standard motion and the representation of the first difference; otherwise, determining that the patient does not have a rehabilitation effect when exercising along with the body-building exercises.

For another example, in a case where the determination module determines that the patient is not rehabilitation following the exercise, the system further includes: the sending module is used for acquiring the number of times of the patient performing exercises between the first time and the second time and whether the exercise performing time of each time meets the requirement; and if the requirement is not met, sending prompt information, wherein the prompt information is used for indicating that the exercise is performed according to the required exercise times and the required time of each exercise.

As an alternative embodiment, in the case where the number of times the patient exercises and the time for each exercise session between the first time and the second time are satisfactory, the system further comprises: and the fourth acquisition module is used for acquiring the life ability index of the patient and replacing the gymnastics for the patient according to the life ability index of the patient, wherein the life ability index is used for indicating the ability of the patient to perform activities in the preset daily life.

The above are merely examples of the present application and are not intended to limit the present application. Various modifications and changes may occur to those skilled in the art. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present application should be included in the scope of the claims of the present application.