TW201828240A - Rehabilitation information evaluation system - Google Patents

Rehabilitation information evaluation system Download PDF

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TW201828240A
TW201828240A TW106102910A TW106102910A TW201828240A TW 201828240 A TW201828240 A TW 201828240A TW 106102910 A TW106102910 A TW 106102910A TW 106102910 A TW106102910 A TW 106102910A TW 201828240 A TW201828240 A TW 201828240A
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rehabilitation
patient
electronic device
inertial sensor
evaluation system
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TW106102910A
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TWI645367B (en
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韓紹禮
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國泰醫療財團法人國泰綜合醫院
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Abstract

With the improvement of medical technology, elder population rapidly increase and serious ill patients can survive, but a lot of physically disordered patients remained. The development of rehabilitation medication is focused on the reduction of function defect, and to improve life function and independence. However, rehabilitation is a long period and require lots of personal and material resources because the patient need to go to hospital for the evaluation and the expense on therapists is high. Therefore, home rehabilitation is crucial. But even until now, remote rehabilitation still require the 1 on 1 video conference system or the description on the project and frequency of rehabilitation from the patient afterward. These methods fail to reduce the manpower requirement of therapists and lack of objective evaluation on the patient's condition. Thus, we designed a new device by employing inertial measurement units (IMU) and an ankle foot orthosis (AFO) named AFO-IMU module combined with cell phone application using specific algorithm, in order to evaluate patient's activity immediately and record the time and frequency of patient's rehabilitation.

Description

復健資訊評估系統  Rehabilitation information evaluation system  

本發明是整合輔具、慣性感測器以及手機應用程式之復健資訊評估系統,特別是一種復健者於復健期間的復健動作正確性之復健評估裝置。 The invention relates to a rehabilitation information evaluation system for integrating an auxiliary device, an inertial sensor and a mobile phone application, in particular to a rehabilitation evaluation device for correcting the corrective action of a rehabilitation person during rehabilitation.

超聲波(Ultrasonic)系統在使用上使用射頻發射器(RF transceiver)釋放,並用超聲波接收器(Ultrasound receivers)做為接收的動作,考慮到家庭中的外在影響因素情況,對於居家中帶有多方電器產生的輕微噪音會導致追蹤的失真性擴大,並參入多方雜訊且不易去除。 Ultrasonic systems are released using RF transceivers and use Ultrasound receivers as receiving actions, taking into account the external influences in the home, with multi-party appliances in the home. The slight noise generated will cause the distortion of the tracking to expand, and it is involved in many noises and is not easy to remove.

磁性(Magnetic)系統在使用上藉由接收器來捕捉低頻的磁場強度,而這磁場則由標記物所發出,在使用上需架構六到十二或是更多的接收器去做動作的追蹤。且在環境的選擇上需考慮到當地磁場的因素以及相關金屬可能導致測量方式的干擾,而這干擾極有可能出現於居家中(牆壁中帶有金屬,亦或是家庭中的相關電器會影響磁場走向)。 The magnetic system uses the receiver to capture the strength of the low-frequency magnetic field. This magnetic field is emitted by the marker. In use, it is necessary to construct six to twelve or more receivers to track the motion. . In the choice of environment, it is necessary to take into account the local magnetic field factors and the related metal may cause interference in the measurement method, and this interference is very likely to occur in the home (metal in the wall, or related appliances in the home will affect The direction of the magnetic field).

視覺(Vision)(光學)系統的標記會有兩種選擇,一是被動式標記(反光(Retroreflective)),一是主動式標記(發光二極體(Light-emitting diode)),且在環境的使用上極少有限制(使用空間雖較少限制但仍非正常居家可實現),但卻在動作的行為上卻需要有所要求(面光追蹤標記)。視覺辨識(Vision-based Recognition)上是屬於視覺(Vision)(光學)系統之後對其做的延伸,考慮到單以攝影機直接擷取圖像分析做為動作分析的辨識系統,主要處理上有分為三個階段。運動分析了解人體運動時結構,利用攝像機追蹤抓取動作,之後確認人體活動序列。提取的方式先以簡單的特徵值(low-level feature)做為提取主點,主要是將人體肌肉部分分割取用判定鑑別出該肌肉與動作之結合一制性,之後從二維的圖像動作預測推導至三維的圖像動作,並在推導出物理含量時的結合強度,建立連鎖的骨架做為基準,然後與其他 推導出之特徵相結合,進而模擬出人體的運動或是活動情形,為目前運用於遠距復健上最常使用之方式,但考量到成本、空間以及病情追蹤,大量的視覺辨識數據難以做長期的追蹤,且在評定遠距復健之功效的時候,仍須醫師一對一指導患者動作,無法減少人事成本的消耗。 There are two choices for the Vision (optical) system. One is the passive mark (Retroreflective), the other is the active mark (Light-emitting diode), and it is used in the environment. There are very few restrictions on it (the use of space is less restrictive but it is still not possible at home), but it requires some action (action tracking). Vision-based Recognition is an extension of the Vision (optical) system. Considering that the camera directly captures image analysis as an identification system for motion analysis, the main processing is divided into points. For three stages. Motion analysis understands the structure of the human body during exercise, uses the camera to track the grabbing motion, and then confirms the human activity sequence. The extraction method first uses a simple low-level feature as the main point of extraction, which is mainly to divide the human muscle part and use it to determine the combination of the muscle and the action, and then from the two-dimensional image. The motion prediction is derived into the three-dimensional image motion, and the joint strength when deriving the physical content is established, and the interlocking skeleton is established as a reference, and then combined with other derived features to simulate the motion or activity of the human body. It is the most commonly used method for remote rehabilitation, but considering the cost, space and condition tracking, a large amount of visual identification data is difficult to track for a long time, and when assessing the effect of remote rehabilitation, it is still necessary One-on-one guidance of the patient's actions by the physician does not reduce the cost of personnel costs.

慣性感測器(Inertial Sensing)在裝置上無須受到場地的限制,但因無法確認其位置,所以在計算時若因積分誤差的偏離會導致位置失真,雖在使用上簡單方便且購置便宜,但是判別不易。 Inertial Sensing does not need to be limited by the site on the device. However, since the position cannot be confirmed, the positional distortion may occur due to the deviation of the integral error during calculation. Although it is simple and convenient to use and inexpensive to purchase, It is not easy to judge.

所欲解決之問題:能有效的判別動態分析,配合長期追蹤可以節省大量人力成本,由程式來幫忙做簡易之診斷,讓使用者可以在行動裝置上了解復健動作正確性,此方面可以減少醫師的人力開銷,且在計算以及可行性程度上較為簡易且方便。並為了使復健者在復健時無須增加太多負擔,一個有效的動作追蹤在一個無拘束的環境之下必須保有無源、無線、重量小、和不顯眼。構建此種追蹤系統需要發展微型機構置於病人四肢之上才可以滿足此方面的要求,並考慮到復健上的行為以及居家環境上執行的方便性。 The problem to be solved: the effective analysis of dynamic analysis, combined with long-term tracking can save a lot of labor costs, the program to help make simple diagnosis, so that users can understand the correctness of rehabilitation actions on the mobile device, this aspect can be reduced The human cost of the physician is simple and convenient in terms of calculation and feasibility. And in order for the rehabilitation person to have no need to add too much burden during rehabilitation, an effective motion tracking must be passive, wireless, small, and inconspicuous in an unconstrained environment. The construction of such a tracking system requires the development of a micro-institution placed above the patient's limbs to meet this requirement, taking into account the behavior of rehabilitation and the ease of implementation in the home environment.

解決問題之技術手段:設計一種復健資訊評估系統,由一結合慣性感測器與踝足輔具之裝置後,配合一電子裝置載入一應用程式,包含使用一慣性感測器,可用以固定於該踝足輔具上,量測膝關節復健動作之數值,該慣性感測器利用proprietary通信協定將資料傳送至手機之應用程式,該應用程式可讀取慣性感測器量測之數值,再以數學方式計算分析,評估膝關節復健動作之狀況,並於復健動作不正確時以警示訊息提醒復健者。處理完畢後,將結果透過LTE/5G管道經電信機房轉導到特定VPN,然後儲存在雲端機房裡。 The technical means of solving the problem: designing a rehabilitation information evaluation system, which is combined with an inertial sensor and a device for supporting the auxiliary device, and an electronic device is loaded into an application, including using an inertial sensor, which can be used Fixed to the footrest accessory, measuring the value of the knee rehabilitation action, the inertial sensor transmitting the data to the mobile phone application using a proprietary communication protocol, the application can read the inertial sensor measurement The numerical value is then calculated mathematically to assess the condition of the knee joint rehabilitation action and to alert the rehabilitation person with a warning message when the rehabilitation action is incorrect. After processing, the results are transferred to a specific VPN through the LTE/5G pipeline through the telecommunications room, and then stored in the cloud room.

本發明利用微機電之慣性感測器,量測相關之閥值數據,並使用數學之方式計算,進行復健動作特徵提取與分析,相較之前利用慣性感測器之方式,可有效觀測與判定復健動作之正確性,另經由連結至行動裝置上之應用程式,該應用程式能使復健者在無醫師以及復健師之狀況下,在家中或其他地方進行遠距復健,並可考量復健者不同狀態,加入不同分級條件以達較佳的評估功效,經由行動裝置自行了解動作之正確性,以及記錄復健之頻率等資訊。 The invention utilizes the micro-electromechanical inertial sensor, measures the relevant threshold data, and uses mathematical calculation to carry out the feature extraction and analysis of the rehabilitation action, which can be effectively observed and compared with the previous method using the inertial sensor. Determining the correctness of the rehabilitation action, and by linking to the application on the mobile device, the application enables the rehabilitation person to perform remote rehabilitation at home or elsewhere without the physician and the rehabilitation teacher, and Consider different states of the rehabilitator, add different grading conditions to achieve better evaluation, and use the mobile device to understand the correctness of the action and record the frequency of rehabilitation.

將可裝載慣性感測器之踝足輔具,固定於小腿上,並固定足踝關節活動。 The ankle assist device that can be loaded with the inertial sensor is fixed on the lower leg and fixes the ankle joint activity.

以慣性感測器量測膝關節復健動作之數值,連結至安裝應用程式之行動裝置,由應用程式預先儲存之數值(包含可評估復健者動作之標準等)並以數學方式計算分析,評估膝關節復健動作之狀況,並於復健動作不符合標準時以警示訊息提醒復健者。 The value of the knee joint rehabilitation action is measured by the inertial sensor, and is connected to the mobile device in which the application is installed, the value pre-stored by the application (including the standard for evaluating the movement of the rehabilitation person, etc.) and mathematically calculated and analyzed. Evaluate the condition of the knee rehabilitation exercise and alert the rehabilitation person with a warning message when the rehabilitation action does not meet the standard.

Claims (4)

一種復健資訊評估系統,由一結合慣性感測器與踝足輔具之裝置後,配合一電子裝置載入一應用程式,包含以下步驟:(1)該慣性感測器,可用以固定於該踝足輔具上,量測膝關節復健動作之數值。(2)該踝足輔具,係固定於腿部,配合足踝關節之活動。(3)該慣性感測器於接收到步驟(1)膝關節復健動作之資訊後,可傳送結果資訊至該電子裝置。(4)該電子裝置接收步驟(3)結果資訊後,可經由存有參數之應用程式,再以數學方式計算分析,判斷使用者足踝關節活動之正確與否。  A rehabilitation information evaluation system, which is combined with an inertial sensor and a device for assisting an auxiliary device, and an electronic device is loaded into an application, comprising the following steps: (1) the inertial sensor can be fixed to On the squat assistive device, the value of the knee joint rehabilitation action is measured. (2) The ankle assistive device is fixed to the leg to match the activity of the ankle joint. (3) After receiving the information of the step (1) knee rehabilitation operation, the inertial sensor can transmit the result information to the electronic device. (4) After receiving the result information of step (3), the electronic device can calculate and analyze mathematically through the application with the parameter to determine whether the user's ankle joint activity is correct or not.   如請求項1步驟(4)之參數,包含可評估使用者動作之標準。  The parameters of step (4) of claim 1 include criteria for evaluating user actions.   如請求項1步驟(3)之電子裝置,於應用程式計算分析判斷使用者之活動為不符合標準時,可顯示警示訊息以提醒使用者。  The electronic device of step (3) of claim 1 may display a warning message to remind the user when the application calculates and analyzes that the user's activity is not in compliance with the standard.   一種電腦程式產品,於一電子裝置載入後,可執行請求項1至3所述之評估系統。  A computer program product, after loading an electronic device, can perform the evaluation system described in claims 1 to 3.  
TW106102910A 2017-01-25 2017-01-25 Rehabilitation information evaluation system TWI645367B (en)

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