• Title/Summary/Keyword: Rehabilitation set

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Motion Recognition for Kinect Sensor Data Using Machine Learning Algorithm with PNF Patterns of Upper Extremities

  • Kim, Sangbin;Kim, Giwon;Kim, Junesun
    • The Journal of Korean Physical Therapy
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    • v.27 no.4
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    • pp.214-220
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    • 2015
  • Purpose: The purpose of this study was to investigate the availability of software for rehabilitation with the Kinect sensor by presenting an efficient algorithm based on machine learning when classifying the motion data of the PNF pattern if the subjects were wearing a patient gown. Methods: The motion data of the PNF pattern for upper extremities were collected by Kinect sensor. The data were obtained from 8 normal university students without the limitation of upper extremities. The subjects, wearing a T-shirt, performed the PNF patterns, D1 and D2 flexion, extensions, 30 times; the same protocol was repeated while wearing a patient gown to compare the classification performance of algorithms. For comparison of performance, we chose four algorithms, Naive Bayes Classifier, C4.5, Multilayer Perceptron, and Hidden Markov Model. The motion data for wearing a T-shirt were used for the training set, and 10 fold cross-validation test was performed. The motion data for wearing a gown were used for the test set. Results: The results showed that all of the algorithms performed well with 10 fold cross-validation test. However, when classifying the data with a hospital gown, Hidden Markov model (HMM) was the best algorithm for classifying the motion of PNF. Conclusion: We showed that HMM is the most efficient algorithm that could handle the sequence data related to time. Thus, we suggested that the algorithm which considered the sequence of motion, such as HMM, would be selected when developing software for rehabilitation which required determining the correctness of the motion.

The Effects of Trunk Stabilization Exercise on the Back Pain Disability Index in Chronic Low Back Pain (체간 안정화 운동이 만성 요통환자의 요통장애지수에 미치는 영향)

  • Kim, Hyoung-Su;Lee, Keun-Heui;Bae, Sung-Soo
    • Journal of the Korean Society of Physical Medicine
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    • v.3 no.3
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    • pp.193-202
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    • 2008
  • Purpose : This study was performed for effects of intervention of mat & ball exercise, sling exercise, and general intervention. The purpose of this study was to know influenced on the change of Oswestry back pain disability index (OBPDI) with chronic low back pain(CLBP) patients. Methods : Three groups of CLBP patients(n=53) were allocated randomly in this study experimental group I (mat & ball exercise group MBE, n=18), experimental group II(sling exercise group SE, n=18) and control group(general intervention, n=17). Intervention was provided 6 weeks(S days a week). Experimental group was provided 3 set a day(10 time/ 1 set, 10sec holding and 10sec resting/ 1 time). The following was the result of the data analysis about OBPDI experiment that had been carried on a week, 2 weeks, 3 weeks, 4 weeks, S weeks, 6 weeks after, and even comparing with pre-experimental state. Results : The results were as follows. OBPDI about intervention period had decrease in the MBE and the SE groups. but there was no difference in the control group. Among three groups, The MBE and the SE groups had difference compare with control group. This shows that the MBE and the SE groups had effective decrease pain and disability. Conclusion : Therefore, this study shows that trunk stabilization exercise program influenced on the change of OBPDI with CLBP patients.

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DESIGN OF AIR SEAT CUSHION ORTHOSIS FOR PLEGIA

  • Hong, Jung-Hwa;Kim, Gyoo-Suk;Kim, Jong-Kwon;Mun, Mu-Seong;Ryu, Jei-Cheong;Lee, In-Huk;Lee, Jong-Keun
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2002.05a
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    • pp.121-123
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    • 2002
  • The design of an air seat cushion for preventing decubitus ulcer includes many design factors such as the even distribution of interface pressure, the minimization of mean and peak interface pressure values, and the reduction of interface shear force and pressure gradient. It involves the anatomic condition of plegia's buttock as well as air pressure in air cells of cushion. As a result, a suitable design of the cushion satisfying the all requirements is a difficult problem. Therefore, an appropriate and effective numerical tool to develop an air cushion orthosis is required. The purpose of the present study was to develop an air seat cushion orthosis having optimized air cells for evenly distributed interface pressure between the buttock and cushion surface. For the purpose, an advanced finite element (FE) model for the design of air cushion was developed. Since the interface pressure and shear force behavior, as well as stress analyses were primary concern, a FE air cell model was developed and verified by the experiments. Then, the interactions of two cells were checked. Also, the human part of the developed numerical model includes every material property and geometry related to buttock and femoral parts. For construction of dimension data of buttock and femoral parts, CT scans were performed. A commercial FE program was employed for the simulation representing the seating process on the orthosis. Then, sensitive analyses were performed with varying design parameters. A set of optimal design parameters was found satisfying the design criteria of the orthosis. The results were utilized to produce a prototype of the orthosis. Experimentally, the buttock interface pressure distributions from the optimized and previous ones were compared. The new seat orthosis showed a significantly improved interface pressure characteristics compared to the most popular one in the market. The new orthosis will be used for the development of the AI(artificial intelligent) controlled seat orthosis fur prevention of decubitus ulcer fur various plegic patients and the elderly.

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Convergence Study on Effects of Underwater Rehabilitation Exercise on Physical Fitness and Blood Lipids in Middle Aged Women (중년여성의 수중재활운동이 신체적성과 혈중지질에 미치는 융합연구)

  • Beak, Soon-Gi;Kim, Do-Jin
    • Journal of Convergence for Information Technology
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    • v.9 no.8
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    • pp.260-267
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    • 2019
  • The purpose of this study is to find out how underwater rehabilitation exercises affect physical fitness and blood lipids for 10 weeks and provide basic data to help prevent middle-aged women from cardiovascular diseases. The subjects of this study were middle-aged women living in Seoul, Korea. The underwater rehabilitation exercise was performed for 1 week and 3 times for 10 weeks, and the exercise time was 60 minutes for 1 time including the warm up, the main exercise and the cool down. The exercise intensity was set at 60-70% of the heart rate reserve calculated from the pre-exercise test. The measurement variables were physical fitness and blood lipid. In the data processing, descriptive statistics were presented for each measurement item and a 2-way RGRM ANOVA was conducted to examine the interaction effects between groups. The results have shown significant interaction effects in physical fitness(Flexibility, Cardiorespiratory Endurance, Muscular Endurance) and the blood lipids(TG, TC, HLD-C, LDL-C). This study found that the 10-week underwater rehabilitation exercise program of middle-aged women increased physical fitness level and decreased and increased blood lipid, which could be an effective and convergent program to prevent and reduce cardiovascular disease.

Study on Long-Term Preservation of Hwangnyunhaedok-Tang Pharmacopuncture (황련해독탕 약침의 장기보존시험에 관한 연구)

  • Lee, Jin-Ho;Ha, In-Hyuk;Kim, Me-Riong;Chung, Hwa-Jin;Lee, Jae-Woong;Kim, Min-Jeong;Kim, Eun-Jee;Lee, In-Hee
    • Journal of Korean Medicine Rehabilitation
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    • v.26 no.2
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    • pp.51-59
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    • 2016
  • Objectives We studied long-term preservation in stability of a mixed preparation of distilled and 70% alcohol extracted Hwangnyunhaedok-tang pharmacopuncture to establish standards for expiration date and quality control. Methods Three lots of consecutively prepared Hwangnyunhaedok-tang pharmacopuncture were each tested in triplicate to a total 5 tests at 3 month intervals over a period of 12 months for analysis of appearance, pH, specific gravity, index component content, endotoxins, microbial sterility, residual organic solvents, heavy metals, and pesticides. Items with no difference by elapsed time were tested at the initial and final timepoints, and data of items with potential difference by elapsed time were analyzed for trends to establish individual quality control standards. Results All tested items were stable over the study period, and therefore the expiration date was set as 12 months. pH quality control standards were set as 3.66~5.69, and that of specific gravity as 0.802~1.203, respectively. In index component content standards, berberine was set at $4.96{\sim}8.98{\mu}g/vial$, baicalin at $6.47{\sim}10.31{\mu}g/vial$, and geniposide at $116.03{\sim}189.55{\mu}g/vial$, respectively. Standards for other items with no difference by elapsed time were set according to general Korean herbal medicine standards in the Korean Pharmacopoeia. Conclusions Manageable expiration date and quality control standards were established through long-term preservation testing of Hwangnyunhaedok-tang pharmacopuncture, furthering standardization of Korean medicine pharmacopuncture.

Analysis of Muscle On-set Time of Fully Immersive Virtual Reality Motions and Actual Motions in Healthy Adults (정상성인에서의 완전 몰입형 가상현실 동작과 실제 동작에서의 근수축 개시시간의 분석)

  • Park, Tae-Sung;Kang, Jong-Ho;Kim, In-Bae
    • Journal of Convergence for Information Technology
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    • v.8 no.1
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    • pp.173-177
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    • 2018
  • This study compared the muscle on-set time of fully immersive virtual reality motions with that of actual motions to if there difference. The subjects were 30 healthy adults subjects and compared the virtual reality moction group(punch, archery) and actual motion group(punch, archery) muscle on-set time. In this study, there was no significant difference between the virtual reality motion group and actual motion group muscle on-set time(p>0.05). Fully immersive virtual reality is deemed to be applicable for use in physical therapy. In future studies, it is necessary to investigate whether a fully immersive virtual reality can be applied to patients.

An ICF-Core Sets for Children and Youth With Cerebral Palsy Based Approach From a Physical Therapist Perspective: A Single Case Study (물리치료사의 관점에서 뇌성마비 아동과 청소년을 위한 ICF-Core Set을 기반으로 한 접근법의 효과: 단일 사례 연구)

  • Kim, Jeong-hui;Kim, Tae-ho
    • Physical Therapy Korea
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    • v.23 no.1
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    • pp.55-64
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    • 2016
  • Background: The International Classification of Functioning, Disability, and Health-core set (ICF-core set) for children and youth (CY) with cerebral palsy (CP) provides a useful conceptual framework and a guide for health care planning and measuring the changes brought by interventions across a multitude of dimensions from body functions to personal activities, social participation, and environmental factors for them. Objects: This single case study was reported to illustrate the use of a goal directed approach in applying the ICF-core set for CY with CP from a physical therapist perspective. Methods: An eleven year old boy with spastic CP, Gross Motor Function Classification System (GMFCS) level V, and his mother participated in an evaluation of his functioning state. The intervention goal was set through an interview using the ICF-core set, Canadian Occupational Performance Measure (COPM) and Goal Attainment Scale (GAS). Physical therapy was carried out on an outpatient basis using a goal directed approach for 30 min, 1 time/week during 12 weeks and the boy's gross motor function was assessed using the Gross Motor Function Measure (GMFM)-66 version (item set 2) before and after the intervention. Results: As measured by the boy's mother, the COPM score showed a meaningful clinical change (performance=mean 3.5, satisfaction=mean 2.5) and the T-score of GAS changed 34.4 after the goal directed approach. The GMFM-66 (item set 2) score changed from 31.8 to 38.7 and evaluation using the ICF-core set displayed improvement in 6 items of activity level between before and after the intervention. Conclusion: The ICF-core set for CY with CP is useful for understanding the overall functioning of CY with this condition and provides an opportunity to share and integrate information and opinions from different disciplines. We consider it as a useful tool in the universal language for the therapy and education of CY with CP.

The Effects of Angular Velocity on Muscle strength of Biceps brachii (등속성 운동 시 각속도의 변화가 위팔두갈래근의 근력에 미치는 영향)

  • Bang, Hyun-Soo;Kim, Jin-Sang
    • Journal of the Korean Society of Physical Medicine
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    • v.4 no.3
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    • pp.157-164
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    • 2009
  • Purpose:The purpose of this study was to investigate the effects of angular velocity on muscle strength of biceps brachii. Methods:Subjects was classified into two groups, which were $60^{\circ}/sec$ angular velocity group(n=15) and $240^{\circ}/sec$ angular velocity group(n=15). Each group was applied to perform the isokinetic exercises on flexion muscle group for each 10 times in 3 set(3 days per a week for 2 weeks). Muscle strength was measured using peak torque of biceps brachii. Results:The results were as follows: The peak torque was significantly increased after $60^{\circ}/sec$ angular velocity isokinetic exercise application(p<.05), however, it was not significantly after $240^{\circ}/sec$ angular velocity isokinetic exercise application(p>.05). Conclusions:This study showed that $60^{\circ}/sec$ angular velocity isokinetic exercise application were effective treatment strategy on increase of muscle strength. Therefore, it could be considered as a treatment method in the athlete and patients with musculoskeletal disease.

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The review on exercise therapy of Oriental Medicine (한방운동요법에 대한 고찰)

  • Choi, Jae-Young;Jung, Hyun-A;Oh, Min-Seok
    • Journal of Haehwa Medicine
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    • v.19 no.2
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    • pp.207-218
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    • 2011
  • Objective : The purpose of this study was to review on exercise therapy of oriental medicine and investigate the effect of Oriental medicine's exercise therapy. Methods : We have researched and analyzed theories and literatures of Oriental medicine's exercise therapy. Result : The following results were obtained in this study. 1. The Doin therapy is one of Oriental medicine's traditional rules for one´s health which based on 'Unity of Heaven and Man'. It grow and supply the 'Qi' for improve health, and connote solution of modern society's various diseases. 2. The Chuna therapy is one of Oriental medicine's traditional therapy that treat harden, set in or malposition of musculoskeletal system 3. Meditation refers to all activities that concentrate the consciousness to current state, have physiological and psychological effects such as pain and stress management. 4. Oriental medicine's exercise therapy connote the strength that apply to medical care for the aged and psychical disorders of modern man. 5. For revitalization of Oriental medicine's exercise therapy, need more active public relations, develop modern methods of Qigong and Significant clinical research on the effects must be carried out. Conclusion : Oriental medicine's exercise therapy can be a solution to various diseases of modern society, and need significant research for revitalization.

Effect of a Weekly Circuit-Group Exercise Program on Community-Living Individuals With Chronic Stroke (지역사회 뇌졸중 환자를 위한 순환식 집단 운동프로그램의 효과)

  • Kim, Suhn-Yeop;Oh, Duck-Won
    • Physical Therapy Korea
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    • v.15 no.3
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    • pp.17-25
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    • 2008
  • This study aimed to evaluate the effect of a weekly circuit-group exercise program on functional performance, flexibility of the trunk and lower extremities, and balance in individuals with chronic stroke who are living in a community. Thirteen community-living individuals (eleven males and two females) with chronic stroke participated in this study. The group exercise program was set up as a weekly circuit application with four stations aiming to strengthen the muscles, increase endurance, improve flexibility, and enhance functional capacity. The average duration of a session was an hour, and the sessions were conducted once a week for six months for a total of 24 sessions. Assessments for functional performance, flexibility of the trunk and lower extremities and balance were conducted four times: before treatment, after one month of treatment, after four months of treatment, and after six months of treatment. There were significant improvements in functional performance and flexibility of the trunk and lower extremities in the given time frame. No significant improvement was observed in balance ability. The findings suggest that a weekly circuit-group exercise program has some benefits in terms of managing the physical symptoms of individuals with mobility problems after stroke. Therefore, this program can be adapted and employed as a community-based rehabilitation program for such patients. Further studies with various community-based treatments will be conducted to validate these findings.

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