• 대한임베디드공학회논문지
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• 제18권2호
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• pp.41-50
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• 2023

Gait analysis is an important tool in the clinical management of cerebral palsy, allowing for the assessment of condition severity, identification of potential gait abnormalities, planning and evaluation of interventions, and providing a baseline for future comparisons. However, traditional methods of gait analysis are costly and time-consuming, leading to a need for a more convenient and continuous method. This paper proposes a method for analyzing the posture of cerebral palsy patients using only smartphone videos and deep learning models, including a ResNet-based image tilt correction, AlphaPose for human pose estimation, and SmoothNet for temporal smoothing. The indicators employed in medical practice, such as the imbalance angles of shoulder and pelvis and the joint angles of spine-thighs, knees and ankles, were precisely examined. The proposed system surpassed pose estimation alone, reducing the mean absolute error for imbalance angles in frontal videos from 4.196° to 2.971° and for joint angles in sagittal videos from 5.889° to 5.442°.

• 한국의류학회지
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• 제29권12호
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• pp.1595-1607
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• 2005

3차원 스캐너를 통한 인체 측정치는 다양한 분야에서 사용되고 있다. 본 연구는 이러한 3차원 측정치의 정확성과 신뢰도를 조사하기 위한 것이다. 이를 위해 TECMATH사의 VITUS 전신 스캐너로 인체를 측정, ScanWorX Body Measure 소프트웨어를 이용하여 항목을 측정 한 값과 직접 인체측정 에 의해 얻어진 값을 비교하였다. 피험자는 평균 체형의 미국 여대생 25명이며 기준 자세와 일상생활에 많이 쓰이는 $135^{\circ}$ 양팔들기, 어깨 구부리기, 어깨 들어올리기의 3가지 동적 자세를 실험 동작으로 하여 체표의 길이 및 둘레의 변화를 측정하였다. 기준 자세와 135"양팔 들기에 대한 측정치 비교에서 두 가지 측정법에 의한 항목들의 차이는 $-2\~20mm$였으나 두 동작 모두에서 목둘레만이 유의한 차이가 있는 것으로 나타났다. 또한 길이항목보다 둘레항목에서 좀 더 큰 차이를 보였다. 실험 동작에 의해 상반신 18개의 측정항목들은 유의한 체표변화를 나타내었으며 특히 어깨길이, 겨드랑앞벽사이길이, 겨드랑뒤벽사이길이 그리고 견봉사이길이에서 뚜렷한 변화가 나타났다. 그러나 두 측정 법에 따른 체표변화 차이는 없었다. 어깨 구부리기와 어깨 들어올리기 동작시에는 스캔 측정을 3회 반복함으로써 3차원 측정치의 신뢰도를 조사하였는데 모든 항목에서 3회 반복된 측정치가 통계적으로 동일한 것으로 나타났다. 또한 ScanWorX소프트웨어의 가상적 도구인 Body Measure와 자동 프로그램인 ScanWorX Tailor의 측정치를 비교한 결과 자동 측정치가 더 큰 값을 보였고 사용한 프로그램에 따른 유의한 차이를 나타내는 항목들이 나타났다. 이상의 결과로 3차원 인체 측정기를 사용함으로써 짧은 시간에 동작을 촬영하고 이에 대한 측정치를 얻을 수 있어 편리함과 신뢰도에 있어서 장점을 가짐을 확인할 수 있었다. 그러나 좀 더 다양한 분석과 정확한 결과를 얻기 위해서는 의복 분야에 유용한 자동 프로그램의 개발과 3차원 인체 측정기간의 호환성의 문제들이 요구된다고 할 수 있다.

• Journal of Preventive Medicine and Public Health
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• 제32권1호
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• pp.48-59
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• 1999

본 연구는 Rapid Upper Limb Assessment(RULA)를 이용하여 자동차 조립작 업에 대한 인간공학적 작업평가를 하고, 이 결과와 작업관련 상지 근골격계 질환의 자각증상율 및 작업특성 변수들의 연관성을 분석함으로써, RULA결과가 관련 신체부위의 통증이나 불편함으로 보고되는 근골격계 부하의 좋은 지표가 될 수 있는지, RULA평가체계를 이용하여 작업 위험도가 적합한지 여부를 평가할 수 있는가를 보고자 하였다. 자동차 제조업 작업자 314명을 대상으로 근골격계질환 자각증상설문과 RULA를 이용한 작업평가를 하였으며, 다음과 같은 결과를 얻었다. 1. NIOSH의 작업관련 근골격계 질환의 감시기준(surveillence criteria)에 따라 자각증상을 조사한 결과, 연구대상자 중 목 32.8%, 어깨 26.4%, 팔 10.5%, 손 29.3%, 허리 41.4%였으며, 한가지 이상 의 증상을 보이는 경우는 62.4%의 분포를 보였다. 2. 품질관리부에 비해 조립부서 작업자 틀이 전체 증상과 어깨, 허리, 팔 및 손부 위 증상에서 더 높은 유증상률을 보였다(p<0.05). 3. 부서별 RULA를 이용한 작업평가 결과, 서브/조립반과 의장반의 공정이 높은 위험점수를 보였다. 전체 조립부서에 대한 평가결과 적합한 작업은 3.02%였고, 62.8%가 부적합한 작업으로 작업전환이나 중재조치가 필요한 경우였다. 자각증상과 RULA를 이용한 작업평가 결과를 비교한 결과 RULA점수가 클수록 자각증상율이 높음을 보였다.(p<0.05) 4. RULA평가지표와 자각증상사이의 관련성을 보기 위하여, RULA지표와 기타 작업관련요인들을 독립변수로, 자각증상유무를 종속변수로 하여 다중 로지스틱 회귀분석을 실시하였다. 최종적으로 증상유무를 가장 잘 설명하는 회귀모형에 대한 분석결과는 다음과 같다. 모든 증상군에 대해서는 반복작업(OR 2.183), 진동공구 사용(OR 2.775)과 총 위험도 점수(OR 2.250); 목 부위 증상군에서는 상완의 자세점수(OR 1.786), 상완 및 손부 위의 총점수(OR 1.634) ; 어깨 증상군은 상지의 근사용(OR 3.076), 상완 및 손부 위의 총점수(OR 1.798); 어깨와 목 부위를 합한 증상군은 상완 및 손부위의 총점 수(OR 1.715)와 상지의 근사용 점수(OR 2.057); 팔 증상군에서는 상지의 근사용 점수(OR 10.662) ; 손 부위 증상군에 대해서는 손목의 자세/손목 비틀림 지표 (OR 2.068)와 상지의 근사용 점수(OR 2.215); 허리부위 증상군에서는 하지의 근사용 점수(OR 2.601)가 통계적으로 유의한 지표였다.(p<0.05) 이상의 결과에서 작업관련 상지근골격계 자각증상과 RULA 점수사이에는 연관성이 있음이 관찰되었다. 이는 RULA가 직업성 질환을 유발할 수 있는 근골격계 부하에 폭로된 작업자들을 평가하는, 일차적인 작업 위험도 평가도구(Screening tool)로서 쓰일 수 있음을 말해준다. 다만 향후 RULA 사용에 있어서 상지(upper limb)와 허리부위(back)의 평가를 구분하고, 기타 다른 작업관련 요인들에 대한 평가체계를 보완하는 것이 필요하다.

• Physical Therapy Rehabilitation Science
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• 제6권4호
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• pp.159-163
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• 2017

Objective: Persons with stroke have a tendency to exhibit asymmetric weight-bearing during sit-to-stand because due to the attempt to support themselves with the non-paretic foot. However, there are few devices that can assist with sit-to-stand (STS) performance. This study was designed to investigate the use of the elastic band with rings (EBR) in improving weight-bearing effectively in persons with stroke during STS training. Design: Cross-sectional study. Methods: Thirteen stroke survivors participated in the study. An EBR was applied onto the patient during STS activity. The foot pressure was measured before and after wearing the EBR, with a 5-minute rest period between measurements. Subjects were asked to perform each test twice with and without the EBR. Bilateral feet pressures were measured with standing posture being divided into the forward and backward aspects. The foot contact pressure during STS activity was measured with the CONFORMat System. Results: With EBR, the forward pressure of the affected foot significantly increased while the less-affected forward foot pressure significantly decreased (p=0.015 and p=0.023, respectively). The backward foot pressure did not differ significantly in the two limbs, and there was no difference with and without the EBR in terms of the total pressure of the affected foot. There was a significant difference with and without the EBR in the total pressure of the less-affected foot (p<0.05). Conclusions: STS training with the EBR has been shown to improve weight-bearing of both feet while decreasing the total pressure of the less-affected foot in stroke survivors. Therefore, we suggest that the EBR is a useful tool for STS training for persons with stroke in the clinic.

• 보건교육건강증진학회지
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• 제25권3호
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• pp.95-109
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• 2008

Objectives: The study was conducted to investigate visual display terminal(VDT) and related risk factors in office workers. Method: The study subjects were 539 officers at 3 places of business in Gwangju. The data were collected by self-administered questionnaire between October 12 and October 17, 2007. and they agreed to participate in this study. The tool was developed by Moon, Jaedong(1991) for VDT syndrome. Data analysis by using SPSS/win 10.0 was performed with descriptive statistics, t-test and ANOVA. Results: The summary of results is as follows: 1) The mean score of total VDT syndrome was $1.17{\pm}.65$ of full score 4.00, which was lower than other research. 2) For relation between general characteristics and total VDT, sex (t=-5.777, p=.000), age (F=3.516, p=.015), satisfaction of job (F=9.540, p=.000), self-awareness of health (F=25.015, p=.000) had statistically significant difference. 3) For relation between behavioral work factors and total VDT, break time of work(t=-5.363, p=.000), eye movement during computer work(t=2.176, p=.031), wrist exercise during(t=2.337, p=.020), distance between monitor and eyes(F=3.682, p=.012) had statistically significant difference. 3) For relation between environmental work factors and total VDT, height of chair(F=8.801, p=.000), space under desk(F=4.244, p=.015), reflection of monitor(t=2.697, p=.008) had statistically significant difference. Conclusion: To prevent and relieve VDT syndrome and musculoskeletal disorders in office workers, it is important to teach good posture and stretching exercise during work.

• 한국안전학회지
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• 제32권2호
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• pp.117-123
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• 2017

This study was intended to find methods of fire extinguishing system designs that can improve the equipment's usability. In this study, the fire suppression experiment through fire extinguishers and the data drawn through the experiment were analyzed, and then the guideline for the improvement of designs was presented. The procedure is as follows. A fire suppression experiment with the use of fire extinguishers was done by 43 average adults. The whole process of the fire suppression was videotaped, and then captured major scenes were analyzed with the use of RULA, a human engineering measurement tool. The analyzed data were divided into 4 steps, and then the guideline for design improvement was presented. The summary of the study is as follows. Step 1, Fire extinguisher distance step. To reduce overload occurring at the process of holding fire extinguishers suddenly, wheels are attached to the body of extinguishers, or pedestals are installed. Step 2, Fire extinguisher transportation step. The length of hose is extended, or fire fighting water is sprayed far, so that overload of legs occurring at the process of travel can be reduced. In addition, the weight of fire extinguisher shouldn't be over 2 kg. Step 3, Safety pin removal stage. Safety pins should be applied with button type, so that excessive posture of lower limbs and excessive twisting of wrists won't happen during safety pin removal process. Besides, safety pins should be designed for easy identification and operation. Step 4, Fire extinguishing agent spraying step. To reduce overload occurring at sudden spraying of fire fighting water, pressure should be increased gradually until high pressure. With the above study results applied to existing fire extinguisher design, it may contribute to reducing any fire damage.

• 대한인간공학회지
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• 제28권4호
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• pp.117-124
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• 2009

To inspect the quality of data collected from a large-scale body measurement and investigation project, it is necessary to establish a proper data editing process. The three-dimensional body measurement may have measuring errors caused from measurer's proficiency or changes in the subject's posture. And it may also have errors caused in the process of algorithm expressing the information obtained from the three-dimensional scanner into numerical values, and in the course of data-processing dealing with numerous data for individuals. When those errors are found, the quality of the measured data is deteriorated, and they consequently reduce the quality of statistics which was conducted on the basis of it. Therefore this study intends to suggest a new way to improve the quality of the data collected from the three-dimensional body measurement by proposing a working procedure identifying data errors and correcting them from the whole data processing procedure-collecting, processing, and analyzing- of the 2004 Size Korea Three-dimensional Body Measurement Project. This study was carried out into three stages: Firstly, we detected erroneous data by examining of logical relations among variables under each edit rule. Secondly, we detected suspicious data through independent examination of individual variable value by sex and age. Finally, we examined scatter-plot matrix of many variables to consider the relationships among them. This simple graphical tool helps us to find out whether some suspicious data exist in the data set or not. As a result of this study, we detected some erroneous data included in the raw data. We figured out that the main errors are not because of the system errors that the three-dimensional body measurement system has but because of the subject's original three-dimensional shape data. Therefore by correcting some erroneous data, we have enhanced data quality.

• 보건행정학회지
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• 제20권4호
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• pp.126-138
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• 2010

Objectives : The purpose of this study is to evaluate the effects of assistive products usage on activity of daily living for the beneficiary older adults people in Korean long-term care insurance system. The study subjects were divided to assistive products users and non-users among the beneficiary older adults based on Korean long-term care insurance system to compare function improvement of the activity of daily living. Methods : In national wide 12 community elderly care center enrolled the National Health Insurance Corporation, The numbers of 281 beneficiary older adults(long-term care Grade I: 66, Grade II: 58, Grade III: 157) participated in this study. This survey assessment tool for activity of daily living was used the long-term care assessment instrument of the physical functions in the law of Korean long-term care insurance. The function items of Activity of daily living were included in clothing, washing, tooth brushing, bathing, eating, posture converting, stand sitting, move sitting, out of room, using toilet, controlling of stool, controlling of urine, washing hair. According to independence to complete dependence functioning level, remarks pointed 1 to 3 points. The data were analyzed by chi-square, two-way anova using SPSS V. 12.0. Results : The results appeared that the mean score of the functions in activity of daily living of assistive products users was a 27.60, and that of non-users was a 30.66. Assistive products were not effected in Grade I and II recipients, but that effected in Grade III recipients. Conclusion : Preparing for activation of assistive products based Korean long-term care insurance system, the result application as follows is possible. The usage of assistive products could improve the function of daily living activity in older adults. Related to Grade III beneficiary elderly people were improved function in activity of daily living by using assistive products, it is necessary to extend coverage the non-eligible elderly people in Korean long-term care insurance system.

• 대한소아치과학회지
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• 제48권2호
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• pp.184-197
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• 2021

이 연구는 소아 진료 치과의사와 성인 진료 치과의사의 근골격계질환 발생관 관련되는 요인을 알아보고자 하였다. 최근 1년 동안 근무를 하는 치과의사 중 온라인을 통해 설문 조사에 참여한 43명의 소아 진료 치과의사와 66명의 성인 진료 치과의사, 총 109명의 설문 조사지를 분석 평가하였다. 소아 진료 치과의사 및 성인 진료 치과의사 모두 목, 어깨, 손목, 허리에서 주로 근골격계 통증 및 불편을 호소하였다. 소아 진료 치과의사는 치료 시 주로 허리에서 불편한 자세로 통증을 느끼며 진료하였다. 소아 진료 치과의사의 약물진정치료시에는 목과 어깨에서 통증을 더 많이 느꼈다. 근골격계 통증의 예방을 위한 규칙적인 운동 및 스트레칭은 허리에서만 통증을 경감시키는 것으로 나타났다.

• The Journal of Korean Physical Therapy
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• 제32권6호
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• pp.341-347
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• 2020

Purpose: The purpose of this study is to introduce a tool for evaluating eye movement and analyze the reliability of measurement based on 10 cases of evaluating the oculomotor function of children with spastic cerebral palsy Methods: The participants were selected by 6 medical and welfare institutions in Busan as GMFCS grade 1-3 among spastic diplegia and hemiplegia. Seven examiners evaluated 3 children for the evaluation of inter-rater agreement of Ocular Motor Score (OMS) and evaluated the condition of the ocular motor of 10 children using OMS, a re-examination was performed at six weeks after the initial examination. SPSS ver.25.0 was used to calculate the interclass correlation coefficient and Wilcoxon's signed-rank test, Mann Whitney-U test. Results: The inter-rater agreement of OMS was 0.89. Second mean values were decreased compared first examination in motility/ductions/version, saccades and smooth pursuit, but there was no significant difference. Children under 6 years old had a high mean value of saccades in first examination and the motility/ductions/version, fixation, saccades in second examination, but there was no significant difference. Spastic diplegia children's mean values were higher in head posture, fixation in 8 gaze directions than hemiplegia children in both first and second examination, but there were no significant differences. Conclusion: Ocular motor function in 10 children of spastic children who participated in the study and could see that the scores was differed depending on age, type, grade of cerebral palsy. OMS may be available for this purpose.