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EEG Analysis Following Change in Hand Grip Force Level for BCI Based Robot Arm Force Control (BCI 기반 로봇 손 제어를 위한 악력 변화에 따른 EEG 분석)

  • Kim, Dong-Eun;Lee, Tae-Ju;Park, Seung-Min;Ko, Kwang-Eun;Sim, Kwee-Bo
    • Journal of the Korean Institute of Intelligent Systems
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    • v.23 no.2
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    • pp.172-177
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    • 2013
  • With Brain Computer Interface (BCI) system, a person with disabled limb could use this direct brain signal like electroencephalography (EEG) to control a device such as the artifact arm. The precise force control for the artifact arm is necessary for this artificial limb system. To understand the relationship between control EEG signal and the gripping force of hands, We proposed a study by measuring EEG changes of three grades (25%, 50%, 75%) of hand grip MVC (Maximal Voluntary Contract). The acquired EEG signal was filtered to obtain power of three wave bands (alpha, beta, gamma) by using fast fourier transformation (FFT) and computed power spectrum. Then the power spectrum of three bands (alpha, beta and gamma) of three classes (MVC 25%, 50%, 75%) was classified by using PCA (Principal Component Analysis) and LDA (Linear Discriminant Analysis). The result showed that the power spectrum of EEG is increased at MVC 75% more than MVC 25%, and the correct classification rate was 52.03% for left hand and 77.7% for right hand.

Effect of Rehabilitation Dog-Walking on Quality of Life, Physical Activity in Stroke Patients (재활견과 걷기가 뇌졸중 환자의 삶의 질과 신체활동에 미치는 영향)

  • Park, Shin-Jun;Park, Joo-Hyun;Kim, Ji-Sung
    • Journal of Convergence for Information Technology
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    • v.11 no.9
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    • pp.182-190
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    • 2021
  • Rehabilitation dog-walking can be used to improve physical activity and restore QOL in stroke patients. This study investigated the effect of rehabilitation dog-walking on the QOL and physical activity of stroke patients. Twenty-four stroke patients were recruited for this study. Twenty-four stroke patients were randomized 1:1 into two groups. The evaluator measured stroke specific-quality of life (SS-QOL), six minute walk test, and maximal grip strength on the affected and non-affected side. The experimental group received gait training with a rehabilitation dog for 30 minutes once a week for 8 weeks. As a result of the study, there was a significant increase in SS-QOL, six minute walk test, and maximal grip strength on the affected side in the experimental group after the intervention. In addition, the experimental group showed significant improvement in SS-QOL, six minute walk test, and maximal grip strength on the affected side than the control group. Rehabilitation dog-walking may be an intervention method that can improve QOL and physical activity after stroke.

Effects of remedial massage therapy on the pain, grip strength and functional status scale in carpal tunnel syndrome (정형의학적 마사지가 수근관 증후군 환자의 통증, 악력, 기능적 평가의 등급에 미치는 영향)

  • Ma, Sang-Yeol;Gong, Won-Tae;Kang, Young-Suk
    • Journal of the Korean Data and Information Science Society
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    • v.20 no.1
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    • pp.97-107
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    • 2009
  • This study is to examine effects of orthopedic remedial massage therapy on the pain, grip strength and functional status scale in carpal tunnel syndrome. We selected 30 cases of carpal tunnel sydrome, which were evenly divided into two groups: experimental group and control group. We applied the same infrared and ultrasound therapy to both groups. The experimental group had additional treatment of orthopedic remedial massage therapy. For each subject, the pain, grip strength and functional status scale were measured before and after treatment, While both groups showed significant improvements after treatment, more significant effects were found in the experimental group.

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Effectiveness of Individualized Upper Extremity Exercise Program for Patients after Mastectomy (유방절제술 후 환자를 위한 맞춤형 상지 운동프로그램 효과)

  • Lim, Kyung Hee
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.10
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    • pp.313-323
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    • 2018
  • This study was conducted to develop an individualized upper extremity exercise program for patients after mastectomy and evaluate its effectiveness. A nonequivalent control-group pretest-posttest design was used for this investigation. Research participants were patients with breast cancer who underwent mastectomy at two university hospitals (experimental group, n=17; control group, n=16). The experimental group received an individualized upper extremity exercise program three times a week for 7 weeks. Data were analyzed by the ${\chi}^2-test$, Fisher's exact test, Mann-Whitney U-test and Wilcoxon Signed Rank test using SPSS WIN 21.0. Inter-group comparison revealed significant differences between pre-test and post-test in hands behind the back, flexion, abduction, external rotation, internal rotation, and grip strength. Moreover, the experimental group showed significant improvements in hands behind the back, flexion, abduction, external rotation, internal rotation, and grip strength relative to the control. In conclusion, the individualized upper extremity exercise program was shown to be an effective intervention to improve physical functions in upper limbs and shoulders. Therefore, this program should be applied to patients after mastectomy in clinics since many patients have suffered from decreased physical functions in upper extremities.

Effect of Tai-Chi on Grip Power, Pain and Fear of Falling in Elderly Person (태극권이 노인의 악력, 통증과 낙상공포에 미치는 효과)

  • Oh, Chung-uk
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.5
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    • pp.631-636
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    • 2016
  • The purpose of this study was to test the effects of Tai Chi exercises on the grip power, pain and fear of falling in elderly persons. A quasi-experimental design was used. This study included 37 subjects who were living in C city. The subjects were divided into the experiment group (n=18) trained in the Tai Chi technique for 6 weeks and the control group (n=19). The experimental group practiced the 24 posture simplified form of Tai Chi for 6 weeks (5 times per day for 60 minutes each time). The effect of the treatment was measured by determining the grip power, pain and fear of falling before and after the 6 weeks of intervention. The experimental group showed a significant increase in grip power (P<0.001) and decrease in pain (P<0.001) compared to the control group. The fear of falling in the experimental group decreased significantly (P<0.002). Tai Chi exercises may be an effective intervention to prevent falling. The Tai Chi technique would therefore be a good method of improving the pain and body health index in elderly persons.

Effects of the Exercise Program Combined with Telephone Coaching on Postural Balance, Grip Strength and Depression of Elderly Living Alone in the Community (전화코칭을 병행한 운동 프로그램이 지역사회 거주 독거 노인의 균형능력, 악력 및 우울에 미치는 효과)

  • Lee, Seo-Hyun;Lee, Su-Yeon;Kim, Yuna;Cho, Mun-Kyung;Kim, Jae-Eun;Kim, Jo-Hyeon;Bong, Min-Ji;Oh, Soo-Kyung;Jo, Soo-Ah;Jo, Young-Woo;Cho, Yoon-Jin;Lee, Ha-Young;Lee, Soo-Yeon;Han, Eun-Kyoung
    • Journal of the Korean Applied Science and Technology
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    • v.39 no.3
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    • pp.397-406
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    • 2022
  • This study is an experimental study on the single group pre-post test design for the effects of the exercise program combined with telephone coaching on postural balance, grip strength and depression of the elderly living alone. The subjects of this study were 20 elderly living alone who registered at a senior welfare center located in S City, Gyeonggi-do. A total of 12 session programs were applied from July 3 to October 14, 2021. Before and after the program, the participant's home was visited and 4 stage standing balance test(4 SBT), grip strength and depression were measured. The contents of the intervention consisted of elastic bands and grip balls, and weekly telephone coaching interventions were provided. In the result of this study, the exercise program combined with telephone coaching were statistically significant differences in 4 SBT(3stage)(t=-2.37, p=.029), 4 SBT(4stage)(t=-2.46, p=.024), right grip strength(t=-2.18. p=.042) and depression(t=2.82, p<.001). Therefore, it is expected that the exercise program combined with telephone coaching can be applied as a nursing intervention to improve postural balance, grip strength and reduce depression in the elderly living alone in the community.

The Affect of Music on Blood pressure and Movement of woman (음악이 여성의 혈압과 운동성에 미치는 영향)

  • Park, Jung-Seo;Lee, Dae-Hee;Roh, Hyo-Lyun
    • Proceedings of the KAIS Fall Conference
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    • 2011.05b
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    • pp.1041-1043
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    • 2011
  • 본 연구는 음악의 유형에 따라 인체의 생리적인 변인과 운동성이 어떻게 변화하는지 알아봄으로써, 향후 치료를 시행할 때 음악을 함께 적용하는 것에 대한 가능성과 적용 가능한 음악적 성향을 제시하고자 한다. 20대의 여성 30명을 3주 동안 자율신경계를 활성화 시킬 수 있는 음악과 자율신경계를 침체시키는 음악을 다른 날 각각 들려주었다. 악력, 혈압과 민첩성을 음악을 들려주기 전후에 각각 측정하였다. 침체시키는 음악을 들려준 경우는 수축기 혈압과 악력은 낮아졌으며, 민첩성은 침체시키는 저하되었고, 활성화시키는 음악에서는 높아진 것으로 나타났다. 치료를 실시할 때 환자의 상태와 병적 증상에 맞는 적절한 음악을 선택하여 들려줌으로써 보다 효율적인 치료가 제공될 수 있으리라 생각한다.

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Convergence Study on the Corelation between Upper Limb Muscle Strength and Cognitive Function in Older Korean Adults (한국 노인의 상지근력과 인지기능 사이의 상관관계 융복합 연구)

  • Choi, Wonjae
    • Journal of the Korea Convergence Society
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    • v.11 no.2
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    • pp.37-43
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    • 2020
  • The aim of this study was to examine the relationships between upper limb muscle strength and cognitive function in older Korean adults. A total of 130 Community-dwelling older adults, who were able to independently conduct activities of daily living, participated in the study. We assessed upper limb muscle strength using a handgrip strength and arm curl test, and their cognitive function using a Montreal cognitive assessment (MoCA) and general practitioner assessment of cognition (GPCOG) tests. Out of 130 participants, 26 (20%) had normal cognitive functions, while 104 older adults (80%) had mild cognitive impairments (MCI). Handgrip strength was significantly different between older adults with and without MCI (p<.05) and was related to MoCA and GPCOG (p<.05). In the result, there is a correlation between physical ability and cognitive function of the older adults. Therefore, it is necessary to develop exercise program to improve mental health.

An Analysis on the Human Cognition of Weight in the Virtual Environment Including the Force Input (근력을 포함한 가상환경하에서 사용자가 느끼는 무게감에 관한 분석)

  • Kim, Pil-Joo;Nam, Ki-Seon;Sim, Song-Yong;Moon, Gyu;Song, Chang-Geun
    • Science of Emotion and Sensibility
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    • v.5 no.1
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    • pp.1-7
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    • 2002
  • This paper studies on the human cognition of object's weight in virtual environment. We design the force input device which consists of a 3D mouse and a simple spring. It provides users with force feedback. The user can measure the weight of an object by the grasping force to move or lift it up in the virtual environment. Three kinds of experiments are performed. The first one is performed to analyze the relationships between the object's weight and its volume. The second one is to find the relationships between the object's weight and the its texture and finally the third one is to find the relationships between the object's weight and the force used to move an object. We conclude from the analysis of the experiment that object's volume or texture are not the critical factor for user to realize its weight. But the grasping force is critical and meaningful in realizing its weight so that the virtual environment with force cue provides users with more immersive environments. And, also the force input device is effective enough for user to feel the weight of the object.

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Pain of Industrial Workers with Chronic Lateral Epicondylitis and Changes in Joint Position Sense according to Proprioception Improvement Training (고유수용성감각 증진 훈련에 따른 산업체 만성 외측상과염 환자의 통증 및 관절위치 감각의 변화)

  • Kim, Sang-Yub;Kim, Chan-Kyu;Ko, Sik-Dae
    • Journal of Digital Convergence
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    • v.11 no.4
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    • pp.285-292
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    • 2013
  • This study performed a proprioception improvement training for recurrence prevention of industrial workers with chronic lateral epicondylitis and analysed their pain and proprioception. The subjects of the study were thirty chronic lateral epicondylitis patients working for K company and were divided into elbow exercise program Group made of 15 subjects and proprioception improvement training Group made of 15. As variables for pain, pressure pain, and grip strength were measured and for the propioception, joint position sense of each group was measured before and after the exercise program. To compare differences before and after the program, a paired t-test was used and to compare differences between both groups, an independent samples t-test was used. As a result of the test, it was discovered that pressure pain, grip strength and joint position sense of the both groups were improved statistically significantly. These were statistically differential effect between each group on pressure pain, grip strength and joint position sense. In conclusion, it is suggested that proprioception improvement training should be considered as a method chronic and recurrence prevention lateral epicondylitis of industrial workers.