KR102339971B1 - Mobile rehabilitation progress note operation system and method - Google Patents

Abstract

The present invention relates to a mobile rehabilitation treatment record operating system and method, and the system according to an embodiment of the present invention is capable of driving an application for the rehabilitation treatment record operation by an external input approved from a clinical expert or a patient. It may include a server that generates rehabilitation treatment data and evaluation data for each patient through interworking with the user terminal and the user terminal, and performs statistical analysis for each patient based on the generated rehabilitation treatment data and evaluation data.

Description

Mobile rehabilitation treatment progress record operation system and method

The present invention relates to a mobile rehabilitation treatment progress record operating system and method, and more particularly, to a clinical expert such as a physical therapist, occupational therapist, or rehabilitation medicine specialist for diagnosis, evaluation and treatment plan for patients or service subjects It relates to a system and method capable of managing a treatment schedule by inputting information, and monitoring the degree of recovery and treatment effect of a subject. Furthermore, it relates to a method of deriving an optimal rehabilitation treatment technique through deep learning on big data accumulated over many years and providing the information to clinical experts who are users.

In general, the evaluation of clinical experts has already been recorded through the Electronic Medical Record (EMR). This is performed through a device that manages personal medical records through communication with a mobile device. There is a mobile personal medical record management system and method that stores medical records (especially, medical record images) of medical institutions in personal mobile devices so that they can be viewed. One of them. In addition, a system that delivers a patient app prescribed by a doctor from the medical information system to the patient's mobile device, collects and stores log data generated according to the activation of the delivered patient app, and enables inquiry in the medical information system; and There is also a way.

However, since such conventional systems are focused on the reading of records, a system that can be utilized more than that has not been established. Therefore, for efficient management of medical records, a new system that collects more data, computerizes and systematizes it, and can apply it to various fields such as clinical and research is needed. In addition, there is no standardized method for the treatment process, but a new system is needed to standardize and quantify treatment techniques using efficiently managed medical record data.

In addition, big data analysis is possible when treatment and evaluation records by quantified and standardized techniques have been accumulated for a long time. There is a need for a new system that helps experts to efficiently perform treatment based on objective evidence.

Republic of Korea Patent Publication No. 10-2014-0074817 (2014.06.18)

The present invention has been devised in response to the necessity as described above, and provides a system and method capable of systematically computerizing a clinical expert's rehabilitation treatment plan and evaluation record, and providing a clinical evaluation tool for performing and recording rehabilitation evaluation. There is a purpose.

In addition, based on the overall statistics of computerized data, it is possible to operate a flexible plan by reflecting the patient's recovery progress following treatment in the short-term, mid-term, or long-term treatment plan, and to manage and supervise the home training of patients more easily. An object of the present invention is to provide a system and a method.

In the long run, by analyzing big data on rehabilitation treatment and evaluation accumulated for many years, and deriving the optimal treatment technique considering the disease, damage level, and environmental conditions, etc., and providing information to clinical experts, An object of the present invention is to provide a system and method to assist in performing rehabilitation based treatment.

The mobile rehabilitation treatment record operating system according to an embodiment of the present invention, through interworking with a user terminal and a user terminal capable of driving an application for managing a rehabilitation treatment record by an external input approved from a clinical expert or a patient It may include a server that generates patient-specific rehabilitation treatment data and evaluation data, and performs statistical analysis for each patient based on the generated rehabilitation treatment data and evaluation data.

The server according to an embodiment of the present invention may generate statistical data including the number of patients in charge of clinical experts, treatment time, and schedule based on the rehabilitation treatment data and evaluation data. In this case, the user terminal according to an embodiment of the present invention may receive and output statistical data from a server when a clinical expert logs in an application.

The user terminal according to an embodiment of the present invention may output a record item including a treatment plan, treatment record, evaluation record, evaluation result analysis and home training through an application.

The user terminal of a clinical expert according to an embodiment of the present invention may share data related to a record item to a user terminal of a patient in charge of the clinical expert by an external input approved by the clinical expert.

According to the mobile rehabilitation treatment progress record operating system according to an embodiment of the present invention, the treatment plan can be divided into a short-term plan based on a weekly unit, a mid-term plan based on a monthly unit, and a long-term plan based on an annual unit. can In this case, the short-term plan includes treatment interval, treatment time, treatment set value, and intensity increase by week, and treatment set value may include treatment intensity, number of times, time, current and voltage.

The server according to an embodiment of the present invention estimates a first treatment technique for each patient in charge of a clinical expert by performing unsupervised learning based on data on a record item, and provides information on the first treatment technique. By performing supervised learning based on the interpretation of the expert, the second treatment technique for each patient in charge of the clinical expert can be estimated.

In the mobile rehabilitation treatment progress record operating method according to an embodiment of the present invention, when a clinical expert logs into an application of a user terminal, the user terminal generates statistics including the number of patients in charge of the clinical expert, treatment time, and schedule created in the server In the step of outputting data, the user terminal outputs a record item including a treatment plan, treatment record, evaluation record, evaluation result analysis and home training by an external input approved by a clinical expert, and receives data related to the record item and generating, by the server, rehabilitation treatment data and evaluation data based on the data related to the record item, and performing statistical analysis for each patient based on the generated rehabilitation treatment data and evaluation data.

In the step of receiving data according to an embodiment of the present invention, data related to the record item may be shared to the user terminal of the patient in charge of the clinical expert by an external input authorized by the clinical expert.

According to the mobile rehabilitation treatment progress record operating method according to an embodiment of the present invention, the treatment plan can be divided into a short-term plan based on a weekly basis, a mid-term plan based on a monthly basis, and a long-term plan based on an annual basis. can In this case, the short-term plan includes treatment interval, treatment time, treatment set value, and intensity increase by week, and treatment set value may include treatment intensity, number of times, time, current and voltage.

The mobile rehabilitation treatment progress record operation method according to an embodiment of the present invention includes the steps of: estimating, by a server, a first treatment technique for each patient in charge of a clinical expert by performing unsupervised learning based on data on record items; and a server Performing supervised learning based on the expert's interpretation of the first treatment technique may further include the step of estimating the second treatment technique for each patient in charge of the clinical expert.

According to the system and method provided as an embodiment of the present invention, effective communication between clinical experts and patients and the rehabilitation treatment plan and evaluation records of clinical experts are systematized through mobile devices separated for clinical experts and patients, and several tables are displayed. By providing it, you can provide an environment where you can find out the trend toward the patient through several charts.

That is, by utilizing the system and method provided as an embodiment of the present invention, the following effects can be achieved.

1. Through the mobile application, users can enter rehabilitation treatment plans and evaluation records more simply and conveniently

2. It is possible to predict trends and tendencies through numerical data created by collecting evaluation records and treatment data

3. Data collection enables standardization and quantification of existing treatments, and establishes the basis for objective treatment methods

4. Easy to manage and share exercise tasks in the home environment, such as home training given to patients, with clinical experts

5. Derivation of optimal objective rehabilitation treatment program information to respond to various diseases and damage levels through big data analysis of accumulated quantitative rehabilitation treatment records

6. Provide standardized protocols for clinical experts to establish rehabilitation treatment programs

1 is a block diagram of a mobile rehabilitation treatment progress record operating system according to an embodiment of the present invention.
2 is an interface output screen related to statistical data according to an embodiment of the present invention.
3 is an interface output screen for a patient list and a record item for each patient according to an embodiment of the present invention.
4 is an interface output screen related to a short-term plan among treatment plans according to an embodiment of the present invention.
5 is an interface output screen related to a medium-term plan and a long-term plan among treatment plans according to an embodiment of the present invention.
6 is an interface output screen related to a treatment record according to an embodiment of the present invention.
7 is an interface output screen related to an evaluation record according to an embodiment of the present invention.
8 is an interface output screen related to evaluation result analysis and home training according to an embodiment of the present invention.
9 is a flowchart illustrating a big data analysis process for deriving an optimal treatment technique for a server according to an embodiment of the present invention.
10 is a conceptual diagram illustrating a big data analysis process for deriving an optimal treatment technique of a server according to an embodiment of the present invention.
11 is a flowchart of a method for operating a mobile rehabilitation treatment progress record according to an embodiment of the present invention.

Terms used in this specification will be briefly described, and the present invention will be described in detail.

The terms used in the present invention have been selected as currently widely used general terms as possible while considering the functions in the present invention, but these may vary depending on the intention or precedent of a person skilled in the art, the emergence of new technology, and the like. In addition, in a specific case, there is a term arbitrarily selected by the applicant, and in this case, the meaning will be described in detail in the description of the corresponding invention. Therefore, the term used in the present invention should be defined based on the meaning of the term and the overall content of the present invention, rather than the name of a simple term.

In the entire specification, when a part "includes" a certain element, this means that other elements may be further included, rather than excluding other elements, unless otherwise stated. In addition, terms such as "...unit" described in the specification mean a unit for processing at least one function or operation, which may be implemented as hardware or software, or a combination of hardware and software. In addition, when a certain part is said to be "connected" with another part throughout the specification, this includes not only a case in which it is "directly connected" but also a case in which it is connected "with another configuration in the middle".

Hereinafter, embodiments of the present invention will be described in detail with reference to the accompanying drawings so that those of ordinary skill in the art can easily carry out the present invention. However, the present invention may be implemented in several different forms and is not limited to the embodiments described herein. And in order to clearly explain the present invention in the drawings, parts irrelevant to the description are omitted, and similar reference numerals are attached to similar parts throughout the specification.

Hereinafter, the present invention will be described in detail with reference to the accompanying drawings.

1 is a block diagram of a mobile rehabilitation treatment progress record operating system according to an embodiment of the present invention.

Referring to FIG. 1 , a mobile rehabilitation treatment record operating system according to an embodiment of the present invention is a user terminal 100 capable of driving an application for managing a rehabilitation treatment record by an external input approved from a clinical expert or a patient. ) and a server 200 that generates patient-specific rehabilitation treatment data and evaluation data through interworking with the user terminal 100, and performs statistical analysis for each patient based on the generated rehabilitation treatment data and evaluation data. have.

The user of the user terminal 100 according to an embodiment of the present invention may select a clinical expert or a patient (i.e. a clinical expert's customer) by running an application. That is, the user of the user terminal 100 may be identified through the application. For example, when a user starts an application and registers as a clinical expert, the user can use the application as a clinical expert. When the user uses the application as a clinical expert, the user may manage the overall record of the patient's rehabilitation treatment through the user terminal 100 . Conversely, when the user signs up as a customer, the user can use the application as a patient. In this case, the user may proceed with membership registration by inputting the ID of a clinical expert who is in charge of his/her treatment. When the user uses the application as a patient, the user may receive a treatment plan provided by the treatment manager, and home training may be appropriately performed under the supervision of the treatment person.

The user terminal 100 according to an embodiment of the present invention may output a record item including a treatment plan, treatment record, evaluation record, evaluation result analysis, and home training through an application. Each record item is an interface for recording the patient's rehabilitation treatment process as well as an interface for receiving information about the patient analyzed through the server 200 . Therefore, each record item can be provided through the application only when the user is a clinical expert. For example, after logging in, the clinical expert may click a treatment plan among the record items to input an overall treatment plan for a specific patient, such as at what cycle and type of treatment the patient will receive. In addition, the clinical expert may click the evaluation result analysis among the record items to receive the treatment evaluation result for a specific patient from the server 200 .

The server 200 according to an embodiment of the present invention collects rehabilitation treatment data and evaluation data transmitted from the user terminal 110 of a clinical expert, and statistical analysis using a deep learning algorithm, etc. based on the collected data can be performed. At this time, the rehabilitation treatment data refers to data related to the treatment plan and treatment record among the record items of the application, and the evaluation data refers to data related to the evaluation record among the record items. For example, when treatment record data for a specific patient is newly inputted through the clinical expert user terminal 110, the server 200 analyzes the patient's recovery rate, etc., based on the newly input treatment record data. can do. The analyzed information may be transmitted from the server 200 to the user terminal 110 of the clinical expert and provided to the clinical expert through the application.

2 is an interface output screen related to statistical data according to an embodiment of the present invention.

The server 200 according to an embodiment of the present invention may generate statistical data including the number of patients in charge of clinical experts, treatment time, and schedule based on the rehabilitation treatment data and evaluation data. In this case, the user terminal 100 may receive statistical data from the server 200 at the time of logging in to the clinical expert's application and output it as shown in FIG. 2 . That is, when the clinical expert login is completed for efficient patient management by the clinical expert, statistical data such as the number of patients in charge, treatment time, and schedule may be output as an initial screen of the application of the user terminal 100 . Statistical data output on the initial screen may be set or changed according to user needs.

3 is an interface output screen for a patient list and a record item for each patient according to an embodiment of the present invention.

Referring to FIG. 3A , the user terminal 100 according to an embodiment of the present invention may individually output a customer list of clinical experts (i.e. a list of patients in charge) through an application. For example, the user terminal 100 may simply list and output personal information such as age, gender, and name of a patient currently in charge of treatment. In this case, the list of patients may be newly created or modified by an external input approved by a clinical expert. For example, if a clinical expert wants to create a new customer in the list, the clinical expert can enter the customer's personal information by clicking the "+Add" item created at the bottom of the application as shown in Fig. 3(a). have. Customer's personal information may include diagnosis name, date of onset, date of birth, gender, height, weight, contact information, etc. When the above-described input of the customer's personal information is completed, IDs may be assigned and managed in the order listed in the customer's personal information.

Referring to (b) of Figure 3, when any one of the above-described customer list is clicked by an external input authorized by a clinical expert, the user terminal 100 according to an embodiment of the present invention provides the personal information of the selected specific customer. and record items can be output. In this case, the user terminal 100 may output a shared item for sharing the record item of a specific customer together. When any one of the shared items is clicked by the clinical expert, the record items corresponding to the clicked shared items may be shared to a specific customer through the application. That is, the user terminal 110 of the clinical expert may share the data related to the record item to the user terminal 120 of the patient in charge of the clinical expert by an external input approved by the clinical expert. For example, when a shared item corresponding to a treatment plan is selected from among the record items, a check mark is displayed on the shared item corresponding to the treatment plan as shown in FIG. may be provided to the customer. As in the above example, it may be shared through an application, or it may be shared through an email of a patient registered by a clinical expert.

4 is an interface output screen related to a short-term plan among treatment plans according to an embodiment of the present invention.

The short-term plan among the treatment plans according to an embodiment of the present invention is a treatment plan for each patient set on a weekly basis, and may include treatment start date and time, treatment interval, treatment time, treatment set value, and intensity increase by week. For example, referring to FIG. 4A , when a treatment start date and time is selected by a clinical expert, a calendar based on 4 weeks from the selected time point may be automatically generated. The treatment interval is for setting the days of the week that a specific patient visits for treatment, and may be set by checking a checkbox corresponding to the specific day of the week. The treatment time may be set by selecting the start time and end time of treatment in units of 10 minutes during the day. In addition, the intensity increase for each week relates to how much to increase the quantitative intensity of the treatment set value including the treatment intensity, number of times, time, current, and voltage on a weekly basis, and may be input as a percentage (%) value.

Referring to FIG. 4 (b), after the treatment start date and time, treatment interval, treatment time, and intensity increase for each week included in the short-term plan are input, each item for performing actual treatment is approved by a clinical expert. It may be input by an external input. For example, each of the treatment setting values for each title of the treatment execution item may be input through a pull-down method. That is, for each "unit", which is a sub-item of the record form, six set values of intensity, number, time, current, voltage, and others can be input as integer values. "Intensity increase" on the right side of the application screen is to determine whether or not the intensity increase for each week is applied. can

When data input on the treatment plan is completed through the above-described process, the treatment plan may be output in the form of a calendar as shown in FIG. 3C . For example, a red star mark may be output only on a date for which treatment is scheduled. At the bottom of the calendar, a summary description of a treatment plan scheduled for the calendar may be output.

5 is an interface output screen showing a mid-term plan and a long-term plan among treatment plans according to an embodiment of the present invention.

Among the treatment plans according to an embodiment of the present invention, the mid-term plan refers to a treatment plan for each patient set on a monthly basis, and the long-term plan refers to a treatment plan for each patient set on an annual basis. The medium-term plan and the long-term plan may be set together as shown in Fig. 5 (a), and the interface output for setting the medium-term plan and the long-term plan may include a medium-term treatment period, weights, weights applied, and long-term treatment period. . For example, the intermediate treatment period may be input as an integer value of 0 to 12 as a monthly unit, and the weight may be input as a percentage value. The long-term treatment period may be entered as an integer value of 0 to 5 in units of years. In this case, the weight input during the establishment of the medium-term plan may be applied as it is without receiving a separate weight when establishing the long-term plan. Cautions regarding the application of these weights may be guided to clinical experts through the outputted explanatory text as shown in FIG. 5(b).

6 is an interface output screen related to a treatment record according to an embodiment of the present invention.

The user terminal 100 according to an embodiment of the present invention may output the contents of treatment performed on a specific date through the treatment record among the record items as shown in FIG. 6(a) . In this case, treatment contents may be input through an interface as shown in FIG. 6(b). For example, results of treatment performance items input as a treatment plan may be input. A clinician's opinion of a patient's treatment outcome can be entered through a narrative record. In addition, multimedia data such as a video file containing a patient's treatment process may be stored. The information stored through the above-described process relates to the contents of treatment performed on a specific date of a specific customer and may be identified by a clinical expert as shown in FIG.

7 is an interface output screen related to an evaluation record according to an embodiment of the present invention.

The user terminal 100 according to an embodiment of the present invention may output an evaluation result of a specific patient by a clinical expert through an evaluation record among record items, as shown in FIG. 7A . For example, a list of previously stored evaluation reports may be output at the top of the application screen, and an item for creating a new evaluation report may be output at the bottom of the application screen. When a clinical expert clicks on a list of previously stored evaluation papers, the evaluation result may be checked or modified for each item as shown in FIG. 7(b). The new evaluation report generation may be performed using the evaluation form format as shown in FIG. 7(c) or by uploading a file stored in the user terminal 100 or the like.

8 is an interface output screen related to evaluation result analysis and home training according to an embodiment of the present invention.

Referring to (a) of FIG. 8 , the user terminal 100 according to an embodiment of the present invention may output the evaluation result of a patient in charge of treatment by a clinical expert in the form of a graph through evaluation result analysis among record items. have. That is, the server 200 may generate graph data by statistically analyzing a patient's physical change according to treatment, such as a change in a joint range of motion and a change in muscle strength, which are generated based on the evaluation data. The graph data generated by the server 200 may be transmitted to the user terminal 100 , and the user terminal 100 may output the graph data through an application. In this way, it is possible to provide effective feedback on the rehabilitation treatment process to clinical experts by analyzing the statistical results of time units such as weekly and monthly units.

On the other hand, home training among the record items according to an embodiment of the present invention is for a clinical expert to remotely manage and supervise an additional exercise task for rehabilitation to a patient. The clinical expert may set exercise tasks such as push-ups and sit-ups on a specific date for a specific customer as shown in FIG. 8B through the user terminal 100 . In this case, the exercise task may be shared with the user terminal 120 of the patient through the above-described sharing item. The patient may input a record for each exercise task through the user terminal 120 , and the input result may be shared again with the user terminal 110 of a clinical expert.

9 is a flowchart illustrating a big data analysis process for deriving an optimal treatment technique of the server 200 according to an embodiment of the present invention.

The server 200 according to an embodiment of the present invention may estimate a treatment technique suitable for a patient through analysis of data accumulated through interworking with the user terminal 100 . For example, referring to FIG. 9 , the server 200 may classify and store all rehabilitation treatment data and evaluation data transmitted from the user terminal 110 of the clinical expert by patient in a memory (or database). In this case, the server 200 may determine whether the amount of data stored in real time is accumulated enough to perform big data analysis. That is, it may be determined whether the capacity of data stored in the memory (or database) of the server 200 is greater than or equal to a specific reference value (e.g., a data capacity defined as generally capable of big data analysis).

If the amount of data stored in the memory (or database) is greater than or equal to a predetermined reference value, the server 200 determines whether the data related to the record item collected from the user terminal 110 of the clinical expert is quantitative data or non-quantitative data can do. In the case of non-quantitative data, the server 200 may perform data analysis for quantification, such as interpretation by an expert. In the case of quantitative data, the server 200 may perform a deep learning process for big data analysis.

Big data analysis according to an embodiment of the present invention is a process of estimating a treatment technique suitable for a patient's condition by applying a deep learning algorithm to clustering or categorizing data. The server 200 may be utilized in the process of estimating a treatment technique by receiving a request for and input of an expert's interpretation of quantitative or non-quantitative data as well as big data analysis. In this case, the server 200 may repeatedly perform the big data analysis step and the result analysis step based on expert interpretation. Through the above-described analysis process, the server 200 may generate, as a final analysis result, data on an optimal treatment technique in consideration of each patient's condition and treatment situation. Such an analysis result may be transmitted to the user terminal 110 of the clinical expert.

10 is a conceptual diagram illustrating a big data analysis process for deriving an optimal treatment technique of the server 200 according to an embodiment of the present invention.

Referring to FIG. 10 , the server 200 according to an embodiment of the present invention performs big data analysis to which a deep learning algorithm is applied based on data related to treatment records and data related to evaluation records accumulated in a database for a certain period of time. can do. First, the server 200 may check the non-quantitative data for the accumulated treatment record and evaluation record related data, and perform pre-processing on the non-quantitative data. Pre-processing of non-quantitative data refers to the content analysis and transformation process of non-quantitative data to facilitate deep learning. In this pre-processing process, the judgment or interpretation of an expert (i.e. a clinician, etc.) may be involved.

When the pre-processing process is completed, the server 200 may perform unsupervised learning and clustering by matching the treatment method with the evaluation result. The server 200 may classify the clustered result into learning data (i.e. the first treatment technique) or non-learning data according to usefulness through expert review again, and select an algorithm to be used in supervised learning. The server 200 may perform learning on the learning data using the selected supervised learning algorithm, and may estimate an optimal treatment technique by applying a categorization algorithm. The optimal treatment technique derived through this process may be provided to the user terminal 110 of the clinical expert after being reviewed by the expert once again.

11 is a flowchart of a method for operating a mobile rehabilitation treatment progress record according to an embodiment of the present invention.

Referring to FIG. 11 , in the mobile rehabilitation treatment progress record operating method according to an embodiment of the present invention, when an application login of the user terminal 100 by a clinical expert, the user terminal 100 is generated by the server 200 Step (S100) of outputting statistical data including the number of patients in charge of the clinical expert, treatment time and schedule (S100), the user terminal 100 by the external input approved from the clinical expert treatment plan, treatment record, evaluation record, evaluation result Outputting a record item including analysis and home training, and receiving data related to the record item ( S200 ) and the server 200 generates rehabilitation treatment data and evaluation data based on the data related to the record item, and generates It may include performing a statistical analysis for each patient based on the rehabilitation treatment data and evaluation data (S300).

In the step (S200) of receiving data according to an embodiment of the present invention, data related to the record item may be shared with the user terminal 120 of the patient in charge of the clinical expert by an external input approved by the clinical expert. .

According to the mobile rehabilitation treatment progress record operating method according to an embodiment of the present invention, the treatment plan can be divided into a short-term plan based on a weekly basis, a mid-term plan based on a monthly basis, and a long-term plan based on an annual basis. can In this case, the short-term plan includes treatment interval, treatment time, treatment set value, and intensity increase by week, and treatment set value may include treatment intensity, number of times, time, current and voltage.

Meanwhile, although not shown, in the mobile rehabilitation treatment progress record operating method according to an embodiment of the present invention, the server 200 performs unsupervised learning based on data related to the record item, and a clinical expert is responsible for each patient. 1 The step of estimating the treatment technique and the server 200 may further include the step of estimating the second treatment technique for each patient in charge of the clinical expert by performing supervised learning based on the expert's interpretation of the first treatment technique. have.

Regarding the operating method according to an embodiment of the present invention, the contents of the above-described system may be applied. Accordingly, in relation to the operating method, descriptions of the same contents as those of the above-described system are omitted.

The above description of the present invention is for illustration, and those of ordinary skill in the art to which the present invention pertains can understand that it can be easily modified into other specific forms without changing the technical spirit or essential features of the present invention. will be. Therefore, it should be understood that the embodiments described above are illustrative in all respects and not restrictive. For example, each component described as a single type may be implemented in a distributed manner, and likewise components described as distributed may be implemented in a combined form.

The scope of the present invention is indicated by the following claims rather than the detailed description, and all changes or modifications derived from the meaning and scope of the claims and their equivalent concepts should be construed as being included in the scope of the present invention. .

100: user terminal
110: clinical expert user terminal
120: user terminal of the patient
200: server

Claims (10)

As a mobile rehabilitation treatment progress record operating system,
A user terminal capable of driving an application for rehabilitation treatment record operation by an external input approved from a clinical expert or patient; and
A server for generating rehabilitation treatment data and evaluation data for each patient through interworking with the user terminal, and performing statistical analysis for each patient based on the generated rehabilitation treatment data and evaluation data,
The user terminal can output a record item including a treatment plan, treatment record, evaluation record, evaluation result analysis and home training through the application,
The treatment plan is divided into a short-term plan on a weekly basis, a mid-term plan on a monthly basis, and a long-term plan on an annual basis,
The short-term plan includes treatment interval, treatment time, treatment set value, and intensity increase by week,
The treatment setting value is a mobile rehabilitation treatment progress record operating system, characterized in that it includes treatment intensity, number of times, time, current and voltage.
The method of claim 1,
The server generates statistical data including the number of patients in charge of the clinical expert, treatment time and schedule based on the rehabilitation treatment data and evaluation data,
The user terminal, mobile rehabilitation treatment progress record operating system, characterized in that for receiving and outputting the statistical data from the server when the clinical expert logs in to the application.
delete The method of claim 1,
The user terminal of the clinical expert, a mobile rehabilitation treatment progress record operating system, characterized in that it is possible to share the data related to the record item to the user terminal of the patient in charge of the clinical expert by an external input approved by the clinical expert.
delete The method of claim 1,
The server is
Estimating the first treatment technique for each patient in charge of the clinical expert by performing unsupervised learning based on the data on the record item,
Mobile rehabilitation treatment progress record operating system, characterized in that the second treatment technique for each patient in charge of the clinical expert is estimated by performing supervised learning based on the expert's interpretation of the first treatment technique.
As a mobile rehabilitation treatment progress record operation method,
outputting, by the user terminal, statistical data including the number of patients in charge of the clinical expert, treatment time, and schedule generated in the server when the clinical expert logs in to the user terminal;
outputting, by the user terminal, a treatment plan, a treatment record, an evaluation record, an evaluation result analysis, and home training by an external input approved by the clinical expert, and receiving data related to the record item; and
The server generates rehabilitation treatment data and evaluation data based on the data related to the record item, and performing statistical analysis for each patient based on the generated rehabilitation treatment data and evaluation data,
The treatment plan is divided into a short-term plan on a weekly basis, a mid-term plan on a monthly basis, and a long-term plan on an annual basis,
The short-term plan includes treatment interval, treatment time, treatment set value, and intensity increase by week,
The treatment set value includes treatment intensity, number of times, time, current and voltage, mobile rehabilitation treatment progress record operating method.
8. The method of claim 7,
In the step of receiving the data,
Mobile rehabilitation treatment progress record management method, characterized in that it is possible to share the data related to the record item to the user terminal of the patient in charge of the clinical expert by the external input approved by the clinical expert.
delete 8. The method of claim 7,
estimating, by the server, a first treatment technique for each patient in charge of the clinical expert by performing unsupervised learning based on the data on the record item; and
Mobile characterized in that it further comprises the step of estimating, by the server, a second treatment technique for each patient in charge of the clinical expert by performing supervised learning based on the expert's interpretation of the first treatment technique Rehabilitation treatment record operation method.

Images