CN112043408A

CN112043408A - Method and device for improving recovery speed after orthopedic surgery

Info

Publication number: CN112043408A
Application number: CN202011064003.3A
Authority: CN
Inventors: 汤月平; 袁景
Original assignee: Suzhou Municipal Hospital
Current assignee: Suzhou Municipal Hospital
Priority date: 2020-09-30
Filing date: 2020-09-30
Publication date: 2020-12-08

Abstract

The invention provides a method and a device for improving the recovery speed after orthopedic surgery, which are characterized in that first surgery information of a first patient is obtained; obtaining surgical site information and surgical grade information of a first patient; obtaining rehabilitation ability information of a first patient; obtaining a first rehabilitation training program for a first patient; obtaining a first rehabilitation profile for a first patient; obtaining a first preset time; according to the first preset time, after rehabilitation is carried out according to a first rehabilitation training plan, first rehabilitation execution record information of a first patient is obtained; obtaining a second rehabilitation curve graph according to the first rehabilitation execution record information; comparing the first rehabilitation curve graph with the second rehabilitation curve graph to obtain a first comparison result; according to the first comparison result, a first adjustment instruction is obtained, and the first rehabilitation training plan is adjusted according to the first adjustment instruction, so that the technical effects of making personalized rehabilitation training for the patient and improving the rehabilitation speed of the patient are achieved.

Description

Method and device for improving recovery speed after orthopedic surgery

Technical Field

The invention relates to the technical field of rehabilitation management, in particular to a method and a device for improving the postoperative rehabilitation speed of orthopedics department.

Background

Orthopedics is the study of the anatomy, physiology and pathology of the skeletal and muscular systems of the human body, using drugs, physical methods, surgical means to restore and maintain the normal morphological structure and physiological function of this system, and to treat the diseases of this system. For fracture patients, surgery is the only treatment mode, and the types of orthopedic surgery are complex. The nursing of the patient after the operation is related to the healing of the wound and the growth condition of the skeleton, and is an important factor for the success of the operation, meanwhile, the rehabilitation exercise after the operation is also important, and the correct functional exercise can help the patient to shorten the hospitalization time and return to the working position again.

However, the applicant of the present invention finds that the prior art has at least the following technical problems:

the accelerated rehabilitation of the orthopedic surgery still faces many problems and difficulties, the rehabilitation training plan of the patient is a process which needs to be insisted on for a long time, the existing rehabilitation training method cannot accurately make a personalized rehabilitation plan according to the self condition of the patient, the real-time monitoring and timely adjustment of the rehabilitation process of the patient are difficult, the rehabilitation speed of the patient is slow, and a good rehabilitation effect cannot be achieved.

Disclosure of Invention

The embodiment of the invention provides a method and a device for improving the recovery speed after an orthopedic surgery, and solves the technical problems that in the prior art, a personalized recovery plan cannot be accurately formulated according to the self condition of a patient, the recovery process of the patient is difficult to monitor in real time and adjust in time, the recovery speed of the patient is slow, and a good recovery effect cannot be achieved, so that the purposes of formulating personalized recovery training for the patient, supervising and evaluating the training process in time, helping the patient to accurately adjust the recovery plan and improving the recovery speed of the patient are achieved.

In view of the above problems, the embodiments of the present application are proposed to provide a method and device for increasing the speed of rehabilitation after orthopedic surgery.

In a first aspect, the present invention provides a method of increasing the speed of rehabilitation following orthopaedic surgery, the method comprising: obtaining first surgical information for the first patient; obtaining surgical site information and surgical grade information of the first patient according to the first surgical information; obtaining rehabilitation ability information of the first patient; obtaining a first rehabilitation training plan of the first patient according to the surgical site information, the surgical grade information and the rehabilitation ability information; obtaining a first rehabilitation profile of the first patient, wherein the first rehabilitation profile is an ideal rehabilitation profile; obtaining a first preset time; according to the first preset time, after rehabilitation is carried out according to the first rehabilitation training plan, first rehabilitation execution record information of the first patient is obtained; obtaining a second rehabilitation curve graph according to the first rehabilitation execution record information, wherein the second rehabilitation curve graph is an actual rehabilitation curve; comparing the first rehabilitation curve graph with the second rehabilitation curve graph to obtain a first comparison result; and according to a first comparison result, obtaining a first adjusting instruction, and adjusting the first rehabilitation training plan according to the first adjusting instruction.

In a second aspect, the present invention provides a device for increasing the speed of rehabilitation following orthopaedic surgery, the device comprising:

a first obtaining unit for obtaining first surgical information of the first patient;

a second obtaining unit, configured to obtain surgical site information and surgical grade information of the first patient according to the first surgical information;

a third obtaining unit for obtaining rehabilitation ability information of the first patient;

a fourth obtaining unit, configured to obtain a first rehabilitation training plan of the first patient according to the surgical site information, the surgical grade information, and the rehabilitation ability information;

a fifth obtaining unit, configured to obtain a first rehabilitation profile of the first patient, wherein the first rehabilitation profile is an ideal rehabilitation profile;

a sixth obtaining unit configured to obtain a first preset time;

a seventh obtaining unit, configured to obtain first rehabilitation execution record information of the first patient after rehabilitation is performed according to the first rehabilitation training plan according to the first preset time;

an eighth obtaining unit, configured to obtain a second rehabilitation curve graph according to the first rehabilitation execution record information, where the second rehabilitation curve graph is an actual rehabilitation curve;

a ninth obtaining unit, configured to obtain a first comparison result after comparing the first rehabilitation graph with the second rehabilitation graph;

and the first adjusting unit is used for obtaining a first adjusting instruction according to a first comparison result and adjusting the first rehabilitation training plan according to the first adjusting instruction.

In a third aspect, the present invention provides an apparatus for increasing the speed of rehabilitation after an orthopaedic surgery, comprising a memory, a processor and a computer program stored on the memory and executable on the processor, the processor implementing the steps of the method of the first aspect when executing the program.

One or more technical solutions in the embodiments of the present application have at least one or more of the following technical effects:

according to the method and the device for improving the recovery speed after the orthopedic surgery, provided by the embodiment of the invention, the first surgical information of a first patient is obtained, and the surgical site information and the surgical grade information of the first patient are obtained according to the first surgical information; obtaining rehabilitation ability information of the first patient; obtaining a first rehabilitation training plan of the first patient according to the surgical site information, the surgical grade information and the rehabilitation ability information; obtaining a first rehabilitation profile of the first patient, wherein the first rehabilitation profile is an ideal rehabilitation profile; obtaining a first preset time; according to the first preset time, after rehabilitation is carried out according to the first rehabilitation training plan, first rehabilitation execution record information of the first patient is obtained; obtaining a second rehabilitation curve graph according to the first rehabilitation execution record information, wherein the second rehabilitation curve graph is an actual rehabilitation curve; comparing the first rehabilitation curve graph with the second rehabilitation curve graph to obtain a first comparison result; according to the first comparison result, a first adjustment instruction is obtained, and the first rehabilitation training plan is adjusted according to the first adjustment instruction, so that the technical problems that in the rehabilitation training method in the prior art, a personalized rehabilitation plan cannot be accurately formulated according to the self condition of a patient, the rehabilitation process of the patient is difficult to monitor in real time and adjust in time, the rehabilitation speed of the patient is slow, and a good rehabilitation effect cannot be achieved are solved, the personalized rehabilitation training for the patient is formulated, the training process is supervised and evaluated in time, meanwhile, the patient is helped to accurately adjust the rehabilitation plan, and the technical effect of the rehabilitation speed of the patient is improved.

The foregoing description is only an overview of the technical solutions of the present invention, and the embodiments of the present invention are described below in order to make the technical means of the present invention more clearly understood and to make the above and other objects, features, and advantages of the present invention more clearly understandable.

Drawings

FIG. 1 is a schematic flow chart illustrating a method for increasing the recovery rate after orthopedic surgery according to an embodiment of the present invention;

FIG. 2 is a schematic structural diagram of a device for increasing recovery speed after orthopedic surgery according to an embodiment of the present invention;

fig. 3 is a schematic structural diagram of another exemplary electronic device in an embodiment of the present invention.

Description of reference numerals: a first obtaining unit 11, a second obtaining unit 12, a third obtaining unit 13, a fourth obtaining unit 14, a fifth obtaining unit 15, a sixth obtaining unit 16, a seventh obtaining unit 17, an eighth obtaining unit 18, a ninth obtaining unit 19, a first adjusting unit 20, a receiver 301, a processor 302, a transmitter 303, a memory 304, and a bus interface 306.

Detailed Description

The embodiment of the invention provides a method and a device for improving the recovery speed after an orthopedic surgery, which are used for solving the technical problems that a personalized recovery plan cannot be accurately formulated according to the self condition of a patient in the recovery training method in the prior art, the recovery speed of the patient is low and a good recovery effect cannot be achieved due to the difficulty in real-time monitoring and timely adjustment of the recovery process of the patient, so that the purposes of formulating the personalized recovery training for the patient, timely supervising and evaluating the training process, helping the patient accurately adjust the recovery plan and improving the recovery speed of the patient are achieved. Hereinafter, example embodiments according to the present application will be described in detail with reference to the accompanying drawings. It should be apparent that the described embodiments are merely some embodiments of the present application and not all embodiments of the present application, and it should be understood that the present application is not limited to the example embodiments described herein.

Summary of the application

Orthopedics is the study of the anatomy, physiology and pathology of the skeletal and muscular systems of the human body, using drugs, physical methods, surgical means to restore and maintain the normal morphological structure and physiological function of this system, and to treat the diseases of this system. For fracture patients, surgery is the only treatment mode, and the types of orthopedic surgery are complex. The nursing of the patient after the operation is related to the healing of the wound and the growth condition of the skeleton, and is an important factor for the success of the operation, meanwhile, the rehabilitation exercise after the operation is also important, and the correct functional exercise can help the patient to shorten the hospitalization time and return to the working position again. However, the existing orthopedic surgery accelerated rehabilitation still faces many problems and difficulties, the rehabilitation training plan of the patient is a process which needs to be persisted for a long time, the existing rehabilitation training method cannot accurately make a personalized rehabilitation plan according to the self condition of the patient, the real-time monitoring and timely adjustment of the rehabilitation process of the patient are difficult, the rehabilitation speed of the patient is slow, and a good rehabilitation effect cannot be achieved.

In order to solve the technical problems, the technical scheme provided by the invention has the following general idea:

the embodiment of the application provides a method for improving the recovery speed after an orthopedic surgery, which comprises the following steps: obtaining first surgical information for the first patient; obtaining surgical site information and surgical grade information of the first patient according to the first surgical information; obtaining rehabilitation ability information of the first patient; obtaining a first rehabilitation training plan of the first patient according to the surgical site information, the surgical grade information and the rehabilitation ability information; obtaining a first rehabilitation profile of the first patient, wherein the first rehabilitation profile is an ideal rehabilitation profile; obtaining a first preset time; according to the first preset time, after rehabilitation is carried out according to the first rehabilitation training plan, first rehabilitation execution record information of the first patient is obtained; obtaining a second rehabilitation curve graph according to the first rehabilitation execution record information, wherein the second rehabilitation curve graph is an actual rehabilitation curve; comparing the first rehabilitation curve graph with the second rehabilitation curve graph to obtain a first comparison result; and according to a first comparison result, obtaining a first adjusting instruction, and adjusting the first rehabilitation training plan according to the first adjusting instruction.

After the fundamental principle of the present application is introduced, the technical solutions of the present invention are described in detail with reference to the accompanying drawings and specific embodiments, and it should be understood that the specific features in the embodiments and examples of the present application are detailed descriptions of the technical solutions of the present application, and are not limitations of the technical solutions of the present application, and the technical features in the embodiments and examples of the present application may be combined with each other without conflict.

Example one

Fig. 1 is a schematic flow chart of a method for improving recovery speed after orthopedic surgery according to an embodiment of the present invention. As shown in fig. 1, an embodiment of the present invention provides a method for increasing recovery speed after an orthopedic surgery, the method including:

step 100: obtaining first surgical information for the first patient;

step 200: obtaining surgical site information and surgical grade information of the first patient according to the first surgical information;

specifically, the first surgical information is a record of data related to the surgery of the first patient, including but not limited to the surgery hospital of the first patient, the source of the patient, the treating physician, an assistant, a nurse, the length of stay, the surgery date, the fracture site, the preoperative fracture time, the fracture reason, the surgery mode, the hospitalization number, and the identity information of the patient, such as the name, weight, sex, identification number, mobile phone number, emergency contact information, and the like. The first operation information of the patient is called, so that the operation position information and the operation grade information of the patient can be further obtained, wherein the operation position information is the fracture position of the patient, such as hands, legs, joints and the like, and the operation grade is the complexity information of the operation performed by the patient. Clinical orthopedic surgery is generally divided into four stages from simple to complex, and the first-stage surgery mainly refers to debridement, reduction of fracture and dislocation of limbs or bone traction. The secondary operation mainly refers to traumatic tendon repair, simple open fracture treatment, simple surgical trauma treatment and other diseases. The three-stage operation mainly refers to the complicated internal fixation of four limbs and backbone fractures and the operation of intra-articular fractures, the complicated treatment of hand trauma, the orthopedic operation of bones and the focus removal operation of large joints. The four-stage operation mainly refers to operations on the cervical vertebra, such as anterior and posterior operations on the cervical vertebra, and replacement of half joints and full joints.

Step 300: obtaining rehabilitation ability information of the first patient;

further, in order to obtain the rehabilitation ability information of the first patient, so as to accurately make a rehabilitation plan for the patient at a later stage, step 300 of the embodiment of the present application further includes:

step 310: obtaining a second preset time;

step 320: obtaining historical medical information and historical physical examination information of the first patient according to the second preset time;

step 330: obtaining the physical condition of the first patient according to the historical hospitalizing information and the historical physical examination information of the first patient;

step 340: obtaining trace element information and nutrient absorption information of the first patient;

step 350: obtaining first body function information and second body function information of the first patient, wherein the first body function information is preoperative body function information, and the second body function information is postoperative body function information;

step 360: and acquiring the rehabilitation ability information of the first patient according to the physical condition, the trace element information, the nutrition absorption information, the first body function information and the second body function information of the first patient.

Specifically, in order to obtain the rehabilitation ability information of the first patient, the specific method is as follows: first, a second preset time is required to be obtained, where the second preset time is a preset time period, and may be selected according to actual needs, and the second preset time is not specifically limited in this embodiment, and may be selected to be, for example, half a year, one year, two years, and the like; then, according to the selected time period, the historical hospitalizing information and physical examination information of the first patient can be acquired through a big data association platform of the hospital, that is, the number of times that the patient goes to the hospital in the historical record for medical examination, the type of disease for medical examination, the result of doctor diagnosis, the type of taking medicine, and the like need to be acquired, and meanwhile, the historical physical examination condition of the patient, such as liver function, blood sugar, blood fat, kidney function, B-ultrasonography of abdomen, hematuria routine, hepatitis screening, chest X-ray, electrocardiogram, internal medicine, surgery, otorhinolaryngology examination, and other examination parameter information of each examination need to be acquired, and further, a time period different from a second preset time can be selected according to the actual condition of the patient, such as actual physical examination frequency, and the like; then, after obtaining the historical medical examination and the historical physical examination information, after comprehensively analyzing and processing the collected data, the physical quality condition of the patient, namely the external manifestations of the patient's physical quality, such as collecting the higher frequency of the patient's medical examination, frequent fever, cold, taking medicine, etc., and the physical examination result is lower than the normal value, which indicates that the patient is sick and has poor physical quality, otherwise, if the patient has a low frequency of getting sick, the physical examination result is better than the normal level, which indicates that the patient has good physical quality; furthermore, trace element information and nutrition absorption information of the first patient need to be acquired, wherein the trace element information is an element with the content less than one ten thousandth of the weight in a human body, wherein necessary trace elements are indispensable elements of organisms, such as iron copper, zinc cobalt, chromium, manganese selenium and the like, the elements cannot be generated and synthesized in the body and need to be provided by food, the distribution condition of the trace elements and the content condition of the trace elements in the body of the patient can be known by acquiring the trace element information, and the content of the trace elements can be compared with a normal level, so that the trace elements which are deficient in the patient and are related to rehabilitation can be supplemented with a nutritional diet so as to accelerate the rehabilitation speed of the patient; the nutrition absorption information is the absorption condition of the patient on the nutrient substances, and the nutrient substances can be absorbed by the human body only after being absorbed sufficiently. Therefore, after analyzing the nutrition absorption condition of the body of the patient, a corresponding nutrition recipe can be formulated for the patient so as to promote the nutrition absorption of the patient, accelerate the rehabilitation speed of the patient and improve the rehabilitation efficiency; then, first body function information and second body function information of the first patient need to be acquired, wherein the first body function information is related body function information of the first patient before an operation is performed, the second body function information is related body function information of the first patient after the operation is performed, for example, whether inflammation or infection occurs to a wound after the operation, whether complications occur to the patient, and the like, and the body function information is a whole body formed by various human or animal physiological tissues, and refers to the whole human or animal physiological tissues, and sometimes refers to the trunk and the limbs. The physical function refers to the life activities of the whole body and the organs and systems thereof. After the physical function information before and after the operation is compared, the physical function condition of the patient can be analyzed, and then a foundation is laid for the later-stage formulation of the personalized rehabilitation training scheme, so that the activity ability of the patient is improved, and the immunity of the patient is enhanced; and finally, comprehensively evaluating the acquired and analyzed physical quality condition, trace element information, nutrition absorption information, first body function information and second body function information by big data or cloud computing and other methods to finally obtain the rehabilitation ability information of the first patient, thereby realizing the purpose of accurately formulating a personalized rehabilitation training method for the patient through the actual rehabilitation ability information of the patient, and achieving the effects of accelerating the rehabilitation of the patient, ensuring the medical safety and improving the medical quality and the satisfaction degree of the patient.

Step 400: obtaining a first rehabilitation training plan of the first patient according to the surgical site information, the surgical grade information and the rehabilitation ability information;

specifically, after obtaining the surgical site information, the surgical grade information, and the rehabilitation ability information of the first patient, and combining the current physical condition of the patient, a rehabilitation plan can be customized for the first patient, wherein the rehabilitation training plan is a physical activity beneficial to the recovery or the improvement of the function of the patient after the surgery, that is, different rehabilitation training plans can be formulated according to the conditions of different patients, so that the patient can perform rehabilitation activities according to the rehabilitation training plan, which may include a nutritional diet of the patient, the length of the rehabilitation activities, rehabilitation actions, the rehabilitation places, the rehabilitation time points, and the like. Proper, scientific physical exercise has a positive effect on the rapid healing of injuries and promoting functional recovery. For example, when the operation position of the patient is the knee, after the operation, the knee movement of the patient is influenced, and at the moment, a corresponding rehabilitation motion mode can be formulated for the patient, so that the patient can move appropriately according to a training plan to improve the position with limited movement, and then the training method is accurately improved to guide the patient to perform rehabilitation training, so that accelerated rehabilitation is realized, and a good rehabilitation effect is achieved.

Step 500: obtaining a first rehabilitation profile of the first patient, wherein the first rehabilitation profile is an ideal rehabilitation profile;

further, in order to obtain an ideal rehabilitation curve map of the first patient, so as to accurately evaluate the rehabilitation condition of the patient, and to further improve and optimize the rehabilitation training scheme to improve the effect of objective evidence, step 500 of the embodiment of the present application further includes:

step 510: obtaining preset group information;

step 520: obtaining first identity information of the first patient;

step 530: determining a first group of the first patient according to the first identity information and preset group information;

step 540: obtaining a first disease type of the first patient and a target population in the first population according to the first surgical information, wherein the target population is a population with the first disease type in the first population;

step 550: obtaining a third rehabilitation graph and a fourth rehabilitation graph of the target population, wherein the third rehabilitation graph is an ideal rehabilitation graph of the target population, and the fourth rehabilitation graph is an average rehabilitation graph of the target population;

step 560: obtaining a first influence degree according to the rehabilitation ability information;

step 570: and obtaining a first rehabilitation curve graph of the first patient according to the third rehabilitation curve graph, the fourth rehabilitation curve graph and the first influence degree.

Specifically, a first rehabilitation curve map of a first patient is obtained, that is, an ideal rehabilitation curve map of the patient is formulated for the patient, and the specific method is as follows: firstly, acquiring preset group information, wherein the preset group information is obtained by classifying different individuals according to characteristics such as gender, age and the like, and the acquired group classification information can be divided into a child group, a juvenile group, a young group, a middle-aged group, an old group and the like; then, first identity information of the first patient can be obtained, wherein the first identity information is personal data related to the identity of the patient, and comprises the age, the sex, the weight and the like of the patient; then, according to the divided preset population information and by combining the identity information of the patients, a first population of the first patient can be determined, that is, a population category to which the first patient belongs is obtained, for example, the first population of the first patient is obtained as a juvenile population; further, in combination with the first operation information, the first disease type of the first patient, that is, the operation category of the first patient, may be obtained. Such as leg joint fractures or foot correction or amputation. Thereby determining a target group in the first group to which the patient belongs, wherein the target group is a group of operation patients having a certain relevance to the operation of the first patient in the first group, namely a set of patients who have also performed the operation related to the operation type of the first patient in the first group; further, a third rehabilitation curve graph and a fourth rehabilitation curve graph of the target group can be acquired through the big data platform, wherein the third rehabilitation curve graph is an ideal rehabilitation curve graph of the target group, and the fourth rehabilitation curve graph is an average rehabilitation curve graph of the actual rehabilitation effect of the target group; further, according to the rehabilitation ability information of the first patient, a first influence degree can be obtained, wherein the first influence degree is an influence coefficient of the rehabilitation ability of the patient on the formulation of the ideal rehabilitation curve of the patient, namely, the rehabilitation ability of the patient is different, and the influence degree of the rehabilitation ability of the patient on the ideal rehabilitation curve is also different; and finally, the third rehabilitation curve graph and the fourth rehabilitation curve graph are comprehensively analyzed, and the first rehabilitation curve graph of the first patient can be finally determined by combining the first influence degree of the rehabilitation capacity, so that the later-period accurate assessment of the rehabilitation condition of the patient is facilitated, and the effect of improving objective evidence for further improving and optimizing the rehabilitation training scheme is achieved.

Step 600: obtaining a first preset time;

step 700: according to the first preset time, after rehabilitation is carried out according to the first rehabilitation training plan, first rehabilitation execution record information of the first patient is obtained;

specifically, the first preset time is a preset frequency for evaluating an actual rehabilitation training process of the patient, and the first preset time may be set according to actual needs, which is not specifically limited in this embodiment. For example, one day, three days, one week, etc. may be selected. Furthermore, in a first preset time, when the patient goes on according to a first rehabilitation training plan, the patient can be synchronously recovered, and then the first recovery execution record information of the first patient in the first preset time is obtained, therefore, the first recovery execution record information comprises the training time, the training intensity, the training completion degree, the auxiliary medical care personnel and the like of the first patient each time.

Step 800: obtaining a second rehabilitation curve graph according to the first rehabilitation execution record information, wherein the second rehabilitation curve graph is an actual rehabilitation curve;

specifically, after the first rehabilitation execution record information is obtained, the second rehabilitation curve graph of the first patient can be obtained, wherein the second rehabilitation curve graph is an actual rehabilitation curve, that is, the second rehabilitation curve graph is a rehabilitation curve graph of the patient in an actual rehabilitation training process, and the purpose of monitoring the rehabilitation condition of the patient in real time is further achieved.

Step 900: comparing the first rehabilitation curve graph with the second rehabilitation curve graph to obtain a first comparison result;

step 1000: and according to a first comparison result, obtaining a first adjusting instruction, and adjusting the first rehabilitation training plan according to the first adjusting instruction.

Specifically, the first rehabilitation curve graph is compared with the second rehabilitation curve graph, in other words, the ideal rehabilitation curve is compared with the actual rehabilitation curve, and then the first comparison result is obtained. Wherein the first comparison result represents the quality of the rehabilitation effect of the patient. And then, according to the first comparison result, a first adjustment instruction can be generated, and according to the first adjustment instruction, the first rehabilitation training plan of the patient is adjusted timely, namely, the actual rehabilitation condition is obtained according to the rehabilitation plan record, the actual rehabilitation condition is compared with the rehabilitation curve graph at intervals, and the plan is adjusted timely according to the comparison result, so that the rehabilitation condition of the patient is accurately evaluated, the effect of improving objective evidence for further improving and optimizing the rehabilitation training scheme, and the aim of accelerating the rehabilitation of the patient is fulfilled.

Further, in order to enhance the data accuracy, monitor the completion degree of the rehabilitation action of the patient in real time, and ensure the rehabilitation safety of the patient, step 800 in the embodiment of the present application further includes:

step 810: obtaining real-time rehabilitation image information of the first patient;

step 820: inputting the real-time rehabilitation image information and a first rehabilitation training plan into a first training model, wherein the first training model is obtained by training a plurality of groups of training data, and each group of training data in the plurality of groups comprises: the real-time rehabilitation image information, the first rehabilitation training plan, and identification information used to identify the accuracy of a patient's rehabilitation movements;

step 830: obtaining first output information of the first training model, wherein the first output information comprises rehabilitation motion accuracy information of the first patient;

step 840: obtaining an accuracy threshold range;

step 850: comparing the rehabilitation action accuracy information of the first patient with the accuracy threshold range to obtain a first difference value;

step 860: judging whether the first difference value meets a first reminding level or not;

step 870: if the first reminding level is met, a first reminding instruction is obtained;

step 880: sending first reminding information to the first patient according to the first reminding instruction;

step 890: if the first reminding level is not met, judging whether the first difference value meets a second reminding level;

step 8100: if the second reminding level is met, a second reminding instruction is obtained;

step 8110: and sending a first stop signal to the first patient according to the second reminding instruction so as to stop rehabilitation training of the first patient.

Specifically, in the actual rehabilitation training process, the patient can wear the intelligent rehabilitation training device, and the rehabilitation training device is provided with an image acquisition device and a cloud service platform. Further, during rehabilitation, real-time rehabilitation image information of the first patient, namely actual rehabilitation action information of the patient, can be acquired in real time. Then, the rehabilitation action accuracy information of the patient is output through the neural network model, and then the deviation information between the actual rehabilitation action accuracy information threshold ranges of the patient can be obtained by comparing the accuracy information with the preset accuracy threshold range, namely, a first difference value is obtained; then judging whether the first difference value meets a first reminding level, if so, correspondingly generating a first reminding instruction, and then sending first reminding information to the first patient under the guidance of the first reminding instruction to inform the first patient that certain deviation occurs in the rehabilitation action so as to remind the patient to correct in time and ensure the rehabilitation accuracy; if the first reminding level is not met, whether a second reminding level is met is further judged, and at the moment, the deviation reminding level of the second reminding level is higher than the first reminding level. If the second reminding level is met, a second reminding instruction is correspondingly generated, and then a first stopping signal is sent to the first patient under the guidance of the second reminding instruction, so that the purpose of stopping rehabilitation training of the first patient is achieved, the potential safety hazard caused by the fact that the patient continues to recover is prevented, the recovery effect is prevented from being influenced, and even the phenomenon of aggravating the state of an illness is prevented.

Furthermore, the training model is a neural network model in a machine learning model, and the machine learning model can continuously correct the model through continuous learning of a large amount of data, so that satisfactory experience is finally obtained to process other data. The machine model is obtained by training a plurality of groups of training data, and the process of training the neural network model by the training data is essentially a process of supervised learning. The training model in the embodiment of the application is obtained by utilizing machine learning training through a plurality of groups of training data, and each group of training data in the plurality of groups comprises: real-time rehabilitation image information, a first rehabilitation training plan, and identification information for identifying the accuracy of a patient's rehabilitation movements. Wherein, the rehabilitation action accuracy information of the patient is used as the supervision data.

Further, the rehabilitation action accuracy information of the patient is used as supervision data and is input into each group of training data, supervision learning is carried out on the first input information and the second input information, the rehabilitation action accuracy information of the patient is compared with the output result of the training model, when the rehabilitation action accuracy information of the patient is consistent with the output result of the training model, the supervision learning of the group of data is finished, and the supervision learning of the next group of data is carried out; when the data are inconsistent, the training model carries out self-correction until the output result is consistent with the rehabilitation action accuracy information of the first identified patient, the supervised learning of the group is finished, and the supervised learning of the next group of data is carried out; and (4) through supervised learning of a large amount of data, enabling the output result of the machine learning model to reach a convergence state, and finishing the supervised learning. Through the process of supervising learning to the training model, the rehabilitation action accuracy information of the first patient output by the training model is more accurate, the accuracy and the reliability of the rehabilitation action accuracy judgment of the patient are improved, the working efficiency is improved, the convenience and the rapidness are achieved, the problem in the rehabilitation process of the patient is prevented, good rehabilitation measures are not taken, and the effect of harming the physical health of the patient and even the occurrence of the phenomenon that the operation needs to be performed again is possible.

Further, in order to obtain an accurate first comparison result, and achieve the effects of monitoring the rehabilitation process in real time and evaluating the rehabilitation execution effect of the patient in real time, step 900 of the embodiment of the present application further includes:

step 910: obtaining first rehabilitation training data according to the first rehabilitation curve graph;

step 920: obtaining second rehabilitation training data according to the second rehabilitation curve graph;

step 930: comparing the first rehabilitation training data with the second rehabilitation training data to obtain a rehabilitation trend grade of the first patient;

step 940: obtaining a variance value of the second rehabilitation training data;

step 950: obtaining a first fluctuation range according to the variance value;

step 960: obtaining the rehabilitation stability degree of the first patient according to the first fluctuation range;

step 970: and obtaining a first comparison result according to the rehabilitation trend grade and the rehabilitation stability degree.

Specifically, when the first alignment result is obtained, the specific method is as follows: firstly, obtaining first rehabilitation training data according to an ideal rehabilitation curve graph, namely a first rehabilitation curve graph, of a patient, wherein the first rehabilitation training data are related parameter information in rehabilitation training; then, obtaining second rehabilitation training data according to an actual rehabilitation curve graph of the patient, namely a second rehabilitation curve graph, wherein the second rehabilitation training data is related parameter information in actual rehabilitation training; then, after the first rehabilitation training data is compared with the second rehabilitation training data, the rehabilitation trend grade of the first patient can be obtained through analysis, namely after the patient recovers for a period of time, the recovery effect is better than that before recovery or worse than that before recovery, and the degree is better than that before recovery and worse than that before recovery, in other words, after the patient performs the recovery training, the improvement effect of some patients is obvious, and the physical function is greatly improved, but some patients may not act in place or do not follow medical advice to cause the recovery effect to be worse; further, the variance value of the second rehabilitation training data can be obtained from the actual rehabilitation training data, then the fluctuation range of the actual rehabilitation condition of the patient can be obtained from the variance value condition, according to the first fluctuation range, the rehabilitation stability degree of the first patient can be judged and obtained, for example, the first day rehabilitation effect of the patient is good, the second day is suddenly poor, the fluctuation range of the rehabilitation is large, the rehabilitation stability of the patient is poor, some patients keep the rehabilitation level stable all the time, the rehabilitation stability of the patient is good, therefore, according to the rehabilitation trend grade and the rehabilitation stability degree, the first comparison result of the patient can be obtained, the real-time monitoring on the rehabilitation process is achieved, the real-time evaluation on the rehabilitation execution effect of the patient is achieved, and the rehabilitation process benefit and the rehabilitation management benefit of the patient are improved.

Further, in order to accurately adjust, improve and optimize the rehabilitation training plan, step 970 in this embodiment of the present application further includes:

step 971: according to the first comparison result, obtaining rehabilitation effect information of the first patient;

step 972: judging whether the rehabilitation effect information meets a first preset condition or not;

step 973: if the first preset condition is not met, acquiring rehabilitation analysis information from a doctor;

step 974: obtaining mental health data for the first patient;

step 975: judging whether the mental health data is in a preset mental data range or not;

step 976: if not, obtaining a second influence degree;

step 977: obtaining a first adjusting direction according to the second influence degree, the rehabilitation analysis information and the first comparison result;

step 978: and according to the first adjusting direction, under the instruction of the first adjusting instruction, adjusting the first rehabilitation training plan.

Specifically, after the first comparison result is obtained, the rehabilitation effect information of the first patient can be correspondingly obtained, wherein the rehabilitation effect information is the evaluation information of the physical state of the first patient after the first patient rehabilitates for a period of time. For example, the patient can recover the physical function stably, and the recovery effect is good. Then judging whether the rehabilitation effect information meets a first preset condition, wherein the first preset condition is an expected state of a preset rehabilitation effect, and when the first preset condition is not met, acquiring rehabilitation analysis information from a doctor, namely when the rehabilitation effect of a patient is not good, the doctor is required to analyze the rehabilitation result, namely, specific reasons causing poor rehabilitation, such as medicine influence, environmental influence, subjective consciousness influence of the patient and the like are analyzed; furthermore, mental health data of a first patient is obtained, namely, mental state of the patient is evaluated, then the mental health data of the patient is compared with a preset mental data range, whether the mental state of the patient is within the preset mental data range is judged, if the mental state of the patient is not within the preset mental data range, the mental state of the patient has certain fluctuation, and the rehabilitation training is possibly influenced, so that a second influence degree of the mental health data on the rehabilitation effect is required to be obtained, finally, a first adjusting direction, namely, a specific direction of the rehabilitation training plan is adjusted, such as increasing training intensity, reducing training intensity, enhancing nutrition intake, enhancing drug dosage, reducing drug dosage and the like, is obtained by combining the second influence degree, the rehabilitation analysis information and a first comparison result, and finally, the first rehabilitation training plan is accurately and appropriately adjusted according to the first adjusting direction under the instruction of the first adjusting instruction, therefore, the rehabilitation training plan can be accurately adjusted, improved and optimized, and the rehabilitation quality and the patient satisfaction can be improved.

Further, in order to evaluate the rehabilitation training so that the doctor can further adjust, improve and optimize the rehabilitation training plan, step 978 of the embodiment of the present application further includes:

step 9781: obtaining a second rehabilitation training plan;

step 9782: obtaining a third preset time;

step 9783: according to the third preset time, after rehabilitation is carried out according to the second rehabilitation training plan, second rehabilitation execution record information of the first patient is obtained;

step 9784: obtaining a third rehabilitation curve graph according to the second rehabilitation execution record information;

step 9785: comparing the first rehabilitation curve graph with the third rehabilitation curve graph to obtain a second comparison result;

step 9786: determining whether a second adjusting instruction is obtained or not according to the second comparison result;

step 9787: if the second adjusting instruction does not need to be obtained, a third reminding instruction is obtained;

step 9781: sending healing information to the first patient according to the third reminding instruction;

step 9788: if a second adjusting instruction needs to be obtained, a second adjusting direction is obtained;

step 9789: judging whether the first adjusting direction is consistent with the second adjusting direction;

step 97810: and if not, adjusting the second rehabilitation training plan according to the second adjusting direction under the instruction of the second adjusting instruction.

Specifically, after the first rehabilitation training plan is adjusted, a second rehabilitation training plan can be obtained; then, a third preset time is obtained, as described above, similarly, the third preset time is a preset frequency for evaluating the actual rehabilitation training process of the patient, and the third preset time may be set according to actual needs, which is not limited in this embodiment. For example, one day, three days, one week, etc. may be selected. Furthermore, in a third preset time, when the patient performs according to a second rehabilitation training plan, the patient can be synchronously subjected to the rehabilitation process, and then the second rehabilitation execution record information of the first patient is obtained, so that the second rehabilitation execution record information comprises the training time, the training intensity, the training completion degree, the auxiliary completion medical care personnel and the like of the first patient in the third preset time. After the second rehabilitation execution record information is obtained, a third rehabilitation curve graph of the first patient can be obtained, wherein the third rehabilitation curve graph is an actual rehabilitation curve of the patient within a third preset time, and the purpose of real-time supervision of the rehabilitation condition of the patient is achieved. Further, the first rehabilitation curve graph is compared with the third rehabilitation curve graph, in other words, the ideal rehabilitation curve is compared with the actual rehabilitation curve at the third preset time, and then a second comparison result is obtained. Wherein, the second comparison result represents the quality of the rehabilitation effect of the patient after the rehabilitation plan is adjusted. Then, according to a second comparison result, whether a second adjustment instruction is generated or not can be determined, when the second adjustment instruction does not need to be obtained, if the body of the patient is healed, a third reminding instruction is correspondingly generated, then, according to the third reminding instruction, healing information is sent to the first patient, and meanwhile, the later-period care of the patient is also sent to the first patient; if a second adjustment instruction needs to be obtained, a second adjustment direction is obtained, and then whether the first adjustment direction is consistent with the second adjustment direction is judged; if the two types of rehabilitation training plans are consistent, the two types of rehabilitation training plans can be adjusted according to the first adjusting direction, if the two types of rehabilitation training plans are not consistent, the second rehabilitation training plan is adjusted according to the second adjusting direction under the instruction of the second adjusting instruction, namely the actual rehabilitation condition is obtained according to the rehabilitation plan record, the two types of rehabilitation training plans are compared with the rehabilitation curve graph at intervals, and the plan is adjusted in time according to the comparison result, so that the rehabilitation condition of the patient can be accurately evaluated, the effect of improving objective evidence for further improving and optimizing the rehabilitation training scheme is achieved, the rehabilitation of the patient is accelerated, and the rehabilitation process benefit and the rehabilitation management benefit of the patient are improved.

Example two

Based on the same inventive concept as the method for improving the recovery speed after the orthopedic surgery in the previous embodiment, the present invention further provides a device for improving the recovery speed after the orthopedic surgery, as shown in fig. 2, the device comprises:

a first obtaining unit 11, the first obtaining unit 11 being configured to obtain first surgical information of the first patient;

a second obtaining unit 12, wherein the second obtaining unit 12 is configured to obtain surgical site information and surgical grade information of the first patient according to the first surgical information;

a third obtaining unit 13, wherein the third obtaining unit 13 is used for obtaining rehabilitation ability information of the first patient;

a fourth obtaining unit 14, wherein the fourth obtaining unit 14 is configured to obtain a first rehabilitation training plan of the first patient according to the surgical site information, the surgical grade information, and the rehabilitation ability information;

a fifth obtaining unit 15, configured to obtain a first rehabilitation profile of the first patient, wherein the first rehabilitation profile is an ideal rehabilitation profile;

a sixth obtaining unit 16, wherein the sixth obtaining unit 16 is configured to obtain a first preset time;

a seventh obtaining unit 17, where the seventh obtaining unit 17 is configured to obtain first rehabilitation execution record information of the first patient after rehabilitation is performed according to the first rehabilitation training plan according to the first preset time;

an eighth obtaining unit 18, configured to obtain a second rehabilitation curve graph according to the first rehabilitation execution record information, where the second rehabilitation curve graph is an actual rehabilitation curve;

a ninth obtaining unit 19, configured to obtain a first comparison result after comparing the first rehabilitation graph with the second rehabilitation graph by the ninth obtaining unit 19;

a first adjusting unit 20, where the first adjusting unit 20 is configured to obtain a first adjusting instruction according to a first comparison result, and adjust the first rehabilitation training plan according to the first adjusting instruction.

Further, the apparatus further comprises:

a tenth obtaining unit, configured to obtain a second preset time;

an eleventh obtaining unit, configured to obtain historical medical information and historical physical examination information of the first patient according to the second preset time;

a twelfth obtaining unit, configured to obtain a fitness status of the first patient according to the historical medical information and the historical physical examination information of the first patient;

a thirteenth obtaining unit for obtaining microelement information and nutrient absorption information of the first patient;

a fourteenth obtaining unit, configured to obtain first body function information and second body function information of the first patient, where the first body function information is preoperative body function information, and the second body function information is postoperative body function information;

a fifteenth obtaining unit that obtains rehabilitation ability information of the first patient based on the physical quality status, the trace element information, the nutrition absorption information, the first physical function information, and the second physical function information of the first patient.

Further, the apparatus further comprises:

a sixteenth obtaining unit, configured to obtain preset population information;

a seventeenth obtaining unit for obtaining first identity information of the first patient;

a first determining unit, configured to determine a first group of the first patients according to the first identity information and preset group information;

an eighteenth obtaining unit, configured to obtain a first disease type of the first patient and a target population in the first population according to the first surgical information, wherein the target population is a population in the first population with the first disease type;

a nineteenth obtaining unit, configured to obtain a third rehabilitation graph and a fourth rehabilitation graph of the target population, where the third rehabilitation graph is an ideal rehabilitation graph of the target population, and the fourth rehabilitation graph is an average rehabilitation graph of the target population;

a twentieth obtaining unit, configured to obtain a first influence degree according to the rehabilitation ability information;

a twenty-first obtaining unit, configured to obtain the first rehabilitation profile of the first patient according to the third rehabilitation profile, the fourth rehabilitation profile and the first influence degree.

Further, the apparatus further comprises:

a twenty-second obtaining unit for obtaining real-time rehabilitation image information of the first patient;

a first training unit, configured to input the real-time rehabilitation image information and a first rehabilitation training plan into a first training model, where the first training model is obtained by training multiple sets of training data, and each set of training data in the multiple sets includes: the real-time rehabilitation image information, the first rehabilitation training plan, and identification information used to identify the accuracy of a patient's rehabilitation movements;

a twenty-third obtaining unit for obtaining first output information of the first training model, wherein the first output information comprises rehabilitation motion accuracy information of the first patient;

a twenty-fourth obtaining unit to obtain an accuracy threshold range;

a twenty-fifth obtaining unit, configured to compare the rehabilitation action accuracy information of the first patient with the accuracy threshold range, and obtain a first difference;

the first judgment unit is used for judging whether the first difference value meets a first reminding level or not;

a twenty-sixth obtaining unit, configured to obtain a first reminding instruction if the first reminding level is met;

the first sending unit is used for sending first reminding information to the first patient according to the first reminding instruction;

the second judging unit is used for judging whether the first difference value meets a second reminding level or not if the first reminding level is not met;

a twenty-seventh obtaining unit, configured to obtain a second reminding instruction if the second reminding level is met;

and the second sending unit is used for sending a first stop signal to the first patient according to the second reminding instruction so as to stop the rehabilitation training of the first patient.

Further, the apparatus further comprises:

a twenty-eighth obtaining unit, configured to obtain first rehabilitation training data according to the first rehabilitation graph;

a twenty-ninth obtaining unit, configured to obtain second rehabilitation training data according to the second rehabilitation graph;

a thirtieth obtaining unit, configured to compare the first rehabilitation training data with the second rehabilitation training data, and obtain a rehabilitation trend grade of the first patient;

a thirty-first obtaining unit, configured to obtain a variance value of the second rehabilitation training data;

a thirty-second obtaining unit, configured to obtain a first fluctuation range according to the variance value;

a thirty-third obtaining unit, configured to obtain the rehabilitation stability degree of the first patient according to the first fluctuation range;

a thirty-fourth obtaining unit, configured to obtain a first comparison result according to the rehabilitation trend grade and the rehabilitation stability degree.

Further, the apparatus further comprises:

a thirty-fifth obtaining unit, configured to obtain rehabilitation effect information of the first patient according to the first comparison result;

a third judging unit, configured to judge whether the rehabilitation effect information satisfies a first preset condition;

a thirty-sixth obtaining unit, configured to obtain rehabilitation analysis information from a doctor if the first preset condition is not met;

a thirty-seventh obtaining unit for obtaining mental health data of the first patient;

the fourth judging unit is used for judging whether the mental health data are in a preset mental data range or not;

a thirty-eighth obtaining unit, configured to obtain a second influence degree if the current pixel value is not in the thirty-eighth obtaining unit;

a thirty-ninth obtaining unit, configured to obtain a first adjustment direction according to the second influence degree, the rehabilitation analysis information, and the first comparison result;

and the second adjusting unit is used for adjusting the first rehabilitation training plan under the instruction of the first adjusting instruction according to the first adjusting direction.

Further, the apparatus further comprises:

a fortieth obtaining unit for obtaining a second rehabilitation training program;

a forty-first obtaining unit, configured to obtain a third preset time;

a forty-second obtaining unit, configured to obtain second rehabilitation execution record information of the first patient after rehabilitation is performed according to the second rehabilitation training plan according to the third preset time;

a forty-third obtaining unit configured to obtain a third rehabilitation graph according to the second rehabilitation execution record information;

a forty-fourth obtaining unit, configured to obtain a second comparison result after comparing the first rehabilitation graph with the third rehabilitation graph;

a second determining unit, configured to determine whether to obtain a second adjusting instruction according to the second comparison result;

a forty-fifth obtaining unit, configured to obtain a third reminding instruction if the second adjusting instruction does not need to be obtained;

a third sending unit, configured to send healing information to the first patient according to the third reminding instruction;

a forty-sixth obtaining unit, configured to obtain a second adjustment direction if a second adjustment instruction needs to be obtained;

a fifth judging unit, configured to judge whether the first adjustment direction is consistent with the second adjustment direction;

and the third adjusting unit is used for adjusting the second rehabilitation training plan under the instruction of the second adjusting instruction according to the second adjusting direction if the first adjusting direction is inconsistent with the second adjusting direction.

Various modifications and specific examples of the method for increasing the recovery speed after the orthopedic surgery in the first embodiment of fig. 1 are also applicable to the device for increasing the recovery speed after the orthopedic surgery in the present embodiment, and through the foregoing detailed description of the method for increasing the recovery speed after the orthopedic surgery, those skilled in the art can clearly know the implementation method of the device for increasing the recovery speed after the orthopedic surgery in the present embodiment, so for the brevity of the description, detailed description is omitted here.

EXAMPLE III

Based on the same inventive concept as the method for improving the rehabilitation speed after orthopedic surgery in the previous embodiment, the present invention further provides an exemplary electronic device, as shown in fig. 3, including a memory 304, a processor 302, and a computer program stored in the memory 304 and executable on the processor 302, wherein the processor 302, when executing the program, implements the steps of any one of the methods of the big-data-based cloud platform e-commerce data processing method described above.

Where in fig. 3 a bus architecture (represented by bus 300), bus 300 may include any number of interconnected buses and bridges, bus 300 linking together various circuits including one or more processors, represented by processor 302, and memory, represented by memory 304. The bus 300 may also link together various other circuits such as peripherals, voltage regulators, power management circuits, and the like, which are well known in the art, and therefore, will not be described any further herein. A bus interface 306 provides an interface between the bus 300 and the receiver 301 and transmitter 303. The receiver 301 and the transmitter 303 may be the same element, i.e., a transceiver, providing a means for communicating with various other apparatus over a transmission medium. The processor 302 is responsible for managing the bus 300 and general processing, and the memory 304 may be used for storing data used by the processor 302 in performing operations.

according to the method and the device for improving the recovery speed after the orthopedic surgery, provided by the embodiment of the invention, the first surgical information of the first patient is obtained; obtaining surgical site information and surgical grade information of the first patient according to the first surgical information; obtaining rehabilitation ability information of the first patient; obtaining a first rehabilitation training plan of the first patient according to the surgical site information, the surgical grade information and the rehabilitation ability information; obtaining a first rehabilitation profile of the first patient, wherein the first rehabilitation profile is an ideal rehabilitation profile; obtaining a first preset time; according to the first preset time, after rehabilitation is carried out according to the first rehabilitation training plan, first rehabilitation execution record information of the first patient is obtained; obtaining a second rehabilitation curve graph according to the first rehabilitation execution record information, wherein the second rehabilitation curve graph is an actual rehabilitation curve; comparing the first rehabilitation curve graph with the second rehabilitation curve graph to obtain a first comparison result; according to the first comparison result, a first adjustment instruction is obtained, and the first rehabilitation training plan is adjusted according to the first adjustment instruction, so that the technical problems that in the rehabilitation training method in the prior art, a personalized rehabilitation plan cannot be accurately formulated according to the self condition of a patient, the rehabilitation process of the patient is difficult to monitor in real time and adjust in time, the rehabilitation speed of the patient is slow, and a good rehabilitation effect cannot be achieved are solved, the personalized rehabilitation training for the patient is formulated, the training process is supervised and evaluated in time, meanwhile, the patient is helped to accurately adjust the rehabilitation plan, and the technical effect of the rehabilitation speed of the patient is improved.

As will be appreciated by one skilled in the art, embodiments of the present invention may be provided as a method, system, or computer program product. Accordingly, the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.

The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems) and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.

These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.

These computer program instructions 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.

It will be apparent to those skilled in the art that various changes and modifications may be made in the present invention without departing from the spirit and scope of the invention. Thus, if such modifications and variations of the present invention fall within the scope of the claims of the present invention and their equivalents, the present invention is also intended to include such modifications and variations.

Claims

1. A method of increasing the speed of rehabilitation following orthopedic surgery, wherein the method comprises:

obtaining first surgical information for the first patient;

obtaining surgical site information and surgical grade information of the first patient according to the first surgical information;

obtaining rehabilitation ability information of the first patient;

obtaining a first rehabilitation training plan of the first patient according to the surgical site information, the surgical grade information and the rehabilitation ability information;

obtaining a first rehabilitation profile of the first patient, wherein the first rehabilitation profile is an ideal rehabilitation profile;

obtaining a first preset time;

according to the first preset time, after rehabilitation is carried out according to the first rehabilitation training plan, first rehabilitation execution record information of the first patient is obtained;

obtaining a second rehabilitation curve graph according to the first rehabilitation execution record information, wherein the second rehabilitation curve graph is an actual rehabilitation curve;

comparing the first rehabilitation curve graph with the second rehabilitation curve graph to obtain a first comparison result;

and according to a first comparison result, obtaining a first adjusting instruction, and adjusting the first rehabilitation training plan according to the first adjusting instruction.

2. The method of claim 1, wherein the obtaining rehabilitation capability information of the first patient comprises:

obtaining a second preset time;

obtaining historical medical information and historical physical examination information of the first patient according to the second preset time;

obtaining the physical condition of the first patient according to the historical hospitalizing information and the historical physical examination information of the first patient;

obtaining trace element information and nutrient absorption information of the first patient;

obtaining first body function information and second body function information of the first patient, wherein the first body function information is preoperative body function information, and the second body function information is postoperative body function information;

and acquiring the rehabilitation ability information of the first patient according to the physical condition, the trace element information, the nutrition absorption information, the first body function information and the second body function information of the first patient.

3. The method of claim 1, wherein the obtaining a first rehabilitation profile for the first patient comprises:

obtaining preset group information;

obtaining first identity information of the first patient;

determining a first group of the first patient according to the first identity information and preset group information;

obtaining a first disease type of the first patient and a target population in the first population according to the first surgical information, wherein the target population is a population with the first disease type in the first population;

obtaining a third rehabilitation graph and a fourth rehabilitation graph of the target population, wherein the third rehabilitation graph is an ideal rehabilitation graph of the target population, and the fourth rehabilitation graph is an average rehabilitation graph of the target population;

obtaining a first influence degree according to the rehabilitation ability information;

and obtaining a first rehabilitation curve graph of the first patient according to the third rehabilitation curve graph, the fourth rehabilitation curve graph and the first influence degree.

4. The method of claim 1, wherein the method further comprises:

obtaining real-time rehabilitation image information of the first patient;

inputting the real-time rehabilitation image information and a first rehabilitation training plan into a first training model, wherein the first training model is obtained by training a plurality of groups of training data, and each group of training data in the plurality of groups comprises: the real-time rehabilitation image information, the first rehabilitation training plan, and identification information used to identify the accuracy of a patient's rehabilitation movements;

obtaining first output information of the first training model, wherein the first output information comprises rehabilitation motion accuracy information of the first patient;

obtaining an accuracy threshold range;

comparing the rehabilitation action accuracy information of the first patient with the accuracy threshold range to obtain a first difference value;

judging whether the first difference value meets a first reminding level or not;

if the first reminding level is met, a first reminding instruction is obtained;

sending first reminding information to the first patient according to the first reminding instruction;

if the first reminding level is not met, judging whether the first difference value meets a second reminding level;

if the second reminding level is met, a second reminding instruction is obtained;

and sending a first stop signal to the first patient according to the second reminding instruction so as to stop rehabilitation training of the first patient.

5. The method of claim 1, wherein after comparing the first rehabilitation profile to the second rehabilitation profile, obtaining a first comparison, the method further comprising:

obtaining first rehabilitation training data according to the first rehabilitation curve graph;

obtaining second rehabilitation training data according to the second rehabilitation curve graph;

comparing the first rehabilitation training data with the second rehabilitation training data to obtain a rehabilitation trend grade of the first patient;

obtaining a variance value of the second rehabilitation training data;

obtaining a first fluctuation range according to the variance value;

obtaining the rehabilitation stability degree of the first patient according to the first fluctuation range;

and obtaining a first comparison result according to the rehabilitation trend grade and the rehabilitation stability degree.

6. The method of claim 1, wherein after obtaining the first comparison result, the method further comprises:

according to the first comparison result, obtaining rehabilitation effect information of the first patient;

judging whether the rehabilitation effect information meets a first preset condition or not;

if the first preset condition is not met, acquiring rehabilitation analysis information from a doctor;

obtaining mental health data for the first patient;

judging whether the mental health data is in a preset mental data range or not;

if not, obtaining a second influence degree;

obtaining a first adjusting direction according to the second influence degree, the rehabilitation analysis information and the first comparison result;

and according to the first adjusting direction, under the instruction of the first adjusting instruction, adjusting the first rehabilitation training plan.

7. The method of claim 6, wherein after the adjusting the first rehabilitation training program according to the first adjustment instruction, the method further comprises:

obtaining a second rehabilitation training plan;

obtaining a third preset time;

according to the third preset time, after rehabilitation is carried out according to the second rehabilitation training plan, second rehabilitation execution record information of the first patient is obtained;

obtaining a third rehabilitation curve graph according to the second rehabilitation execution record information;

comparing the first rehabilitation curve graph with the third rehabilitation curve graph to obtain a second comparison result;

determining whether a second adjusting instruction is obtained or not according to the second comparison result;

if the second adjusting instruction does not need to be obtained, a third reminding instruction is obtained;

sending healing information to the first patient according to the third reminding instruction;

if a second adjusting instruction needs to be obtained, a second adjusting direction is obtained;

judging whether the first adjusting direction is consistent with the second adjusting direction;

and if not, adjusting the second rehabilitation training plan according to the second adjusting direction under the instruction of the second adjusting instruction.

8. A device for increasing the speed of rehabilitation following orthopaedic surgery, said device comprising:

a sixth obtaining unit configured to obtain a first preset time;

9. An apparatus for increasing the speed of rehabilitation after an orthopaedic surgery, comprising a memory, a processor and a computer program stored on the memory and executable on the processor, wherein the processor implements the steps of the method according to any one of claims 1 to 7 when executing the program.