• 제목/요약/키워드: Healthy adult

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결정트리 데이터마이닝을 이용한 족부 임상 진단 (Podiatric Clinical Diagnosis using Decision Tree Data Mining)

  • 김진호;박인식;김봉옥;양윤석;원용관;김정자
    • 전자공학회논문지CI
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    • 제48권2호
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    • pp.28-37
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    • 2011
  • 최근 건강에 대한 관심이 고조 되면서 발과 다리에 대한 진단, 치료, 예방의 전반적인 진료를 맡고 있는 족부의학(Podiatry)이 주목받고 있지만 국내 연구는 미비한 실정이다. 또한 임상 데이터 분석에 있어 대부분의 기존 연구들은 기초 통계적인 방법에 근거한 정량분석만을 수행함으로서, 획득된 정보를 임상에 적용 하는데 있어서는 충분한 신뢰성을 보장할 수 없다. 임상데이터 마이닝은 데이터마이닝의 다양한 분석 방법론을 이용하여 의료 현장에서 발생한 임상 데이터를 분석함으로서 전문가의 진단과 치료 과정의 결정에 도움을 주고 있다. 결정트리(Decision Tree) 알고리즘은 분석과정의 설명과 표현성이 좋고, 결과에 대한 해석이 편리하여 임상에서 적용하기가 용이하다. 본 연구에서는 신뢰성 있는 족부 임상 진단 평가를 위해 충남대학교병원 재활의학과 신발클리닉에 내원한 환자 1310명(남자:633명, 여자:677명)의 2620족(foot)을 대상으로 수집된 진료 데이터에 결정트리를 적용하여 22개의 족부 질환 인자에 따르는 15개의 족부 질환을 분류하고 그에 대한 64개의 진단 규칙을 탐사 하였다. 또한 5개의 클래스(영유아, 소아, 청소년, 노인, 전체)로 분류된 각 그룹들로부터 생성된 결정 트리를 통해 각 클래스의 질환 특징과 질환 주요 인자, 클래스 간 상관관계를 비교, 분석하였다. 탐사된 결과는 족부 임상 전문가의 의사결정에 더욱 정성적이고 유용한 선험적 지식을 제공할 것이고, 효과적이고 정확한 진단과 예측을 위한 임상 도구로써 사용될 수 있다.

우리나라 성인의 대사증후군 유병과 관련된 식습관 및 식행동 요인 (Dietary Behaviors Related to Metabolic Syndrome in Korean Adults)

  • 박진경;권상희;김양하;장명진;오경원
    • 대한지역사회영양학회지
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    • 제17권5호
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    • pp.664-675
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    • 2012
  • This study was conducted to investigate the cross-sectional associations between dietary factors and the risk of metabolic syndrome (MetS) in 12,755 subjects (males 5,146, females 7,609) aged 19 years or above using data from the 4th (2007-2009) Korea National Health and Nutrition Examination Survey (KNHANES). The prevalence of MetS in Korean adults was 23.6% (males 26.1%, females 20.9%) with the criteria for modified National Cholesterol Education Program Adult Treatment Panel III. While males had a higher prevalence of abdominal obesity, hyperglycemia, hypertriglyceridemia, and high blood pressure than females, the prevalence of low HDL-cholesterol level was higher in females than in males. Among dietary guidelines, the response of 'yes' for asking practice of 'avoiding salty foods', and 'eating moderately and increasing physical activity for healthy weight' were significantly associated with the decreased risk of MetS in both males and in females. Especially, the risk of MetS was significantly lower in the subjects that responded the practice of all items of Korean Dietary Guidelines. Significantly negative associations with MetS were also found in the responding for practice of 'limiting consumption of alcoholic beverages' in males, and taking dietary supplements in females. Skipping breakfast was positively associated with the risk of MetS. In conclusion, dietary behaviors such as having breakfast, practice of dietary guidelines, and food consumption in moderation could modify the prevalence of MetS, and our findings could be useful for establishing guidelines for preventing MetS.

정상 성인남자와 요추간판탈출증 수술후 성인남자의 요추부 굴곡근 및 신전근의 등속성 근력평가 (Isokinetic Evaluation of Trunk Flexors and Trunk Extensors in Normal Adult Subjects and Patients with Post-operative Herniated Intervertebral Lumbar Disc)

  • 오승길
    • The Journal of Korean Physical Therapy
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    • 제10권1호
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    • pp.81-98
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    • 1998
  • Isokinetic evaluation of trunk flexors and trunk extensors was performed at $60^{\circ}/sec\;and\;120^{\circ}/sec$ of angular velocity by using cybex 6000TEF Unit on 31 healthy male white workers and 15 post-operative HILD patients with no significant difference in mean age and mean body weight between two groups, and compared each other. The purpose of this study is to obtain the isokinetic normative strength values and endurance latins for Dunk extensors and trunk flexors, and is to provide a guideline for rehabilitation program of post-operative HILD patients. The collected data were analyzed by ANOVA, Duncan's Nyktuoke Range Test, and Pearson correlation coefficiency in PC-SAS program, The results obtained were as follow ; 1. Post-operative subjects has lower isokinetic values than normal subjects in peak torque, peak torque $\%$ by body weight, total work, total work $\%$ by body weight, average power, average power $\%$ by body weight, TAAE of trunk flexors and trunk extensors, and there are significant differences with statistic value in trunk extensors at $60^{\circ}/sec$ and in trunk flexors and trunk extensors at $120^{\circ}/sec$ between two groups(p<0.05). 2. Pest-ooperative subjects has lower values for angle of peak torque than normal subjects in trunk extensors, and there are significant differences with statistic value at $60^{\circ}/sec$ and $120^{\circ}/sec$ between two groups. 3. Post-operative subjects has higher values for endurance ratios than normal subjects in trunk extensors and flexors, but there are no significant differences with statistic value between two groups. 4. Post-operative subjects has higher values than normal subjects in peak torque ratios, total work ratios, average power ratios of trunk flexors to trunk extensors, and there are significant differences with statistic value between two groups(p<0.01). 5. There is significant positive-correlation with statistic valve between peak torque and height and body weight in normal subjects(p<0.05), but Thjere is significant negative-correlation between peak torque of trunk extensor at $120^{\circ}/sec$ and age (p<0.05). 6. There is significant positive-correlation with statistic value between peak torque of trunk flexors and body weight in post-operative subjects (p<0.05), but There is significant negative-correlation between peak torque of trunk extensor add age (p<0.05). In conclusion, post-operative subjects have greater weakness in trunk musculature than normal subjects, especially there is more significant weakness in trunk extensors than in trunk flexors

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비닐하우스 작업시 승용 농작업차의 노동부담 경감효과 (Effects of the Experimental Vehicles on the Greenhouse Worker′s Work Load)

  • 최정화;설향;류관희
    • 한국농촌생활과학회지
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    • 제8권1호
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    • pp.7-13
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    • 1997
  • In this study we examined the greenhouse worker's work load to test the efficiency of the developed vehicles (hand operated vehicle (HV), simple battery-powered autonomous vehicle (AV)). The subject of this study were healthy adult females who had experience in growing crops. We measured workers' heart rate, blood Pressure. rectal temperature, mean skin temperature, oxygen consumption and blood lactate level as a physiological index of work load. The results of this study are as follows : The test group using experimental vehicle showed the lower heart rate (mean$\pm$S.D. for HV, AV respectively 74$\pm$5, 75$\pm$3 beats/min, p<0.01) than the control group (84$\pm$8beat/min) not using experimental vehicle and the lower systolic blood Pressure (HV, AV respectively 109$\pm$8, 109$\pm$9 mmHg, p<0.01) than the control group (121$\pm$11 mmHg), and lower rectal temperature(HV, AV respectively 37.0$\pm$0.1, 36.8$\pm$0.2$^{\circ}C$, p<0.01) than the control group (37.0$\pm$0.2$^{\circ}C$), and the less oxygen consumption (HV, AV respectively 2.13$\pm$0.09, 1.66$\pm$0.52$m\ell$/kg/min, p<0.01) than the control group(2.43$\pm$0.12$m\ell$/kg/min), and the lower blood lactate level (HV, AV respectively 2.03$\pm$1.00, 1.66$\pm$0.52mmol, p<0.01) than the control group (2.43$\pm$0.12mmol). Judging from these results, these experimental vehicles for greenhouse workers can be confirmed as a useful tool. It is suggested that these vehicles would alleviate the peasant's syndrome including muscle fatigue and musculoskeletal disease usually caused by working in an uncomfortable posture.

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자연치열자와 가철성 국소의치 장착자의 저작효율과 근활성도에 관한 비교 연구 (A STUDY ON MASTICATORY PERFORMANCE AND MUSCLE ACTIVITY IN REMOVABLE PARTIAL DENTURE WEARERS)

  • 백진;박남수
    • 대한치과보철학회지
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    • 제36권1호
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    • pp.81-103
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    • 1998
  • The purpose of this study was to compare and evaluate the differences in masticatory performance, muscle activity, and patterns of occlusal contact between persons with natural dentition and removable partial denture wearers. Twenty healthy adult subjects with more than 28 teeth and thirteen removable partial denture wearers that classified Kennedy classification I was selected. The degree of pulverized rice and peanut was measured and analyzed by means of sieving method to compare the masticatory performance. For the muscle activity, EMG was recorded in selected muscles(Temporalis and masseter muscle) during mastication and resting state. The occlusal record in maximal intercuspation was taken with a silicone occlusal bite registration material for analysis of the patterns of occlusal contact. The obtained results were as follows: 1. When chewed peanuts, masticatory performance ratio at 10-sieve size was 81.31% in natural dentition group. In removable partial denture wearer, 27.01% without RPD and 69.09% with RPD. When chewed rice, 42.04%, 11.87%, and 21.58%, respectively. The differences of masticatory performance ratio between groups were statistically significant at the 0.05 level. 2. The mean EMG value in resting state was $1.06{\mu}V$ on temporal muscle, $0.98{\mu}V$ on masseter muscle in natural dentition group. In removable partial denture wearers, $1.13{\mu}V$ on temporal muscle, $1.05{\mu}V$ on masseter muscle without RPD and $1.11{\mu}V$ on temporal muscle, $1.04{\mu}V$ on masseter muscle with RPD. 3. The mean EMG value during mastication was $45.64{\mu}V$ in natural dentition group, and in removable partial denture wearers, $22.06{\mu}V$ without RPD and $31.01{\mu}V$ with RPD when chewed peanuts. When chewed rice, $45.24{\mu}V,\;25.53{\mu}V\;and\;32.14{\mu}V$, respectively. The differences of mean masticatory EMG value between groups were statistically significant at the 0.05 level. 4. The number of posterior occlusal contact point was 20.15 in natural dentition group and 11.92 in removable partial denture wearers. The area of perforated surface was $16.50mm^2$ in natural dentition group and $6.06mm^2$ in removable partial denture wearers. The area of contact surface was $78.93mm^2,\;51.52mm^2$, respectively. 5. The area of contact surface was effective to masticatory performance ratio in natural dentition group and removable partial denture wearers (p<0.05). From these results, it is concluded that in partially edentulous patient, masticatory efficiency can be improved by removable partial denture wearing, and for efficient mastication, tight occlusal contact surface shoud be maintained by maximum support that is provided from mucosa.

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양적 결과지식의 종류가 요추의 고유수용성감각 훈련에 미치는 영향 (The Influence of Different Quantitative Knowledge of Results on Performance Error During Lumbar Proprioceptive Sensation Training)

  • 신원석;최흥식;김택훈;노정석;이진복
    • 한국전문물리치료학회지
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    • 제11권3호
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    • pp.11-18
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    • 2004
  • This study is aimed at investigating the influence of different quantitative knowledge of results on the measurement error during lumbar proprioceptive sensation training. Twenty-eight healthy adult men participated and subjects were randomly assigned into four different feedback groups(100% relative frequency with an angle feedback, 50% relative frequency with an angle feedback, 100% relative frequency with a length feedback, 50% relative frequency with a length feedback). An electrogoniometer was used to determine performance error in an angle, and the Schober test with measurement tape was used to determine performance error in a length. Each subject was asked to maintain an upright position with both eyes closed and both upper limbs stabilized on their pelvis. Lumbar vertebrae flexion was maintained at $30^{\circ}$ for three seconds. Different verbal knowledge of results was provided in four groups. After lumbar flexion was performed, knowledge of results was offered immediately. The resting period between the sessions per block was five seconds. Training consisted of 6 blocks, 10 sessions per one block, with a resting period of one minute. A resting period of five minutes was provided between 3 blocks and 4 blocks. A retention test was performed between 10 minutes and 24 hours later following the training block without providing knowledge of results. To determine the training effects, a two-way analysis of variance and a one-way analysis of variance were used with SPSS Ver. 10.0. A level of significance was set at .05. A significant block effect was shown for the acquisition phase (p<.05), and a significant feedback effect was shown in the immediate retention phase (p>.05). There was a significant feedback effect in the delayed retention phase (p<.05), and a significant block effect in the first acquisition phase and the last retention phase (p<.05). In conclusion, it is determined that a 50% relative frequency with a length feedback is the most efficient feedback among different feedback types.

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Weight Lifters와 Non-Weight Lifters 사이의 간헐적인 최대하 수축에서 근전도와 근력의 비교 (EMG and Muscle Force of Intermittent Submaximal Constructions between Weight Lifters and Non-Weight Lifters)

  • 성수원
    • 한국전문물리치료학회지
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    • 제4권2호
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    • pp.1-9
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    • 1997
  • 인간의 수행 요소인 국소 근육의 피로는 만성적인 손상을 초래한다. 이 연구는 근전도의 진폭(amplitude)과 근력(muscle force)에서 피로의 영향을 WL과 NWL로 비교하여 조사하였다. 손목 굽힘근의 근력은 시간이 흐름에 따라 WL과 NWL 모두에서 감소되었다. 그러나, WL과 NWL는 시간 경과에 따른 근전도 진폭에서는 차이를 보였다. WL의 근전도 진폭에서는 운동 후 48분에 가장 높은 변화를 보였다. 이를 통하여 근전도의 진폭파 근력이 근피로에 중요한 인자임을 알 수 있다. 이 연구에서 WL은 높은 근전도 진폭을 적용했을 때와 같이 시간이 경과할수록 오랜 효과를 얻을 수 있었다. 그것은 훈련을 통해 보다 많은 운동단위를 동원할 수 있다는 것을 보여준다. 신경근 피로 정도와 이를 회복하기 위해 필요한 기간은 중요하다. 개인적인 훈련량과 적절한 근력 훈련계획을 위한 작업 - 휴식 반복빈도, 그리고 다른 성격의 집단에서 필요한 재활 지침서를 만드는 데 필요하기 때문이다.

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성인으로부터 분리된 Lactobacillus casei CU2604의 우유배지에서의 생장 특성 및 생리적 특성 (Growth Characteristics and Physiological Properties in Milk of Lactobacillus casei CU2604 Isolated from Adult Feces)

  • 김희진;최재경;이경민;임중현;엄석진;김근배
    • 한국축산식품학회지
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    • 제29권5호
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    • pp.619-626
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    • 2009
  • 이 연구는 성인분변으로부터 발효유 제조에 이용되는 probiotic로서의 우수한 능력을 지닌 균주를 선발하는데 목적을 두었으며 선택배지에서의 성장, 그람 양성, 현미경 관찰을 통해서 간균인 총 204개의 sample 중에서 10% skim milk에서 24시간 배양 후 커드 형성 여부에 따라 19개를 선발하였고, 2차 계대하여 48시간 후에 커드 형성 여부를 통해 6개를 선발하였다. 그 중에서 산 생성 능력이 우수한 균주를 3개 선발하여 원유로부터 분리한 L. casei MCL과 L. casei YIT 9029의 특성을 비교하였다. 선발된 균주는 그람 양성이고, 간균이며, 당 발효 실험과 16S rDNA 분석결과 Lactobacillus casei로 판명되어 L. casei CU2604, L. casei CU3204, L. casei LC8로 명명하였다. 이중 L. casei YIT 9029과 동일한 당 발효패턴을 보인 L. casei CU2604는 pH 변화와 생균수의 변화가 L. casei YIT 9029와 비슷한 양상을 보이고 PFGE 패턴이 같았다. 그러나 세포벽 지방산조성 분석결과를 통하여 L. casei YIT 9029와는 다른 균주임을 알 수 있었으며, 담즙내성, pH내성은 더 우수한 결과를 보였고, 또한 L. casei CU2604는 병원성균에 대하여 우수한 생육억제 능력을 나타내었다. 이러한 결과를 토대로 L. casei CU2604는 상업용 균주에 못지 않은 스타터로서의 특징을 가지고 있는 것으로 판단되며, 이 균주의 probiotics 특성에 대한 추가적인 연구가 진행 중에 있다.

개에서 Medetomidine, Medetomidine/tiletamine/zolazepam 합제, Medetomidine/tiletamine/zolazepam/tramadol 합제가 심장초음파 상 심장 수축력에 미치는 영향 (Effect of Medetomidine and Combination of Medetomidine/tiletamine/zolazepam and Medetomidine/tiletamine/zolazepam/tramadol on Echocardiographic Cardiac Contractility in Dogs)

  • 서상일;김태준;이은찬;현창백
    • 한국임상수의학회지
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    • 제32권5호
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    • pp.422-425
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    • 2015
  • 이번 연구는 비글 개에서 medetomidine(D), medetomidine, tiletamine/zolazepam(DZ) 합제, medetomidine, tiletamine/zolazepam, tramadol(DZT) 합제를 이용한 진정/마취 후 심근 기능을 평가하였다. 10 마리의 건강한 성견 비글(체중 $8.6{\pm}1.0$ kg)를 이번 연구에 사용하였다. M-mode 심장초음파를 사용하여 심박수(HR), 구획단축률(%FS), 좌심실 박출기계수(%LVEF), 박출량(SV), 심박출량(CO), 수축기 좌심실 내강 직경 (LVIDs), 이완기 좌심실 내강 직경(LVIDd)을 마취 전, 그리고 마취 후 10분 간격으로 60분 동안 측정하였다. HR, %FS, %LVEF, SV, CO 는 D, DZ 합제, DZT 합제 로 진정된 동안 심각하게 감소하였다. 이번 실험에 사용된 마취 프로토콜은 사용 가능할 정도의 진정/마취가 이뤄졌지만, 심혈관계 압박의 정도가 심했고 지속적이었고, 따라서, 어떠한 상황에서도 생체지수에 대한 모니터링이 동반되어야 한다. 본 마취 프로토콜은 심장질환을 가지고 있어서 심맥관계 억압의 가능성이 높은 환자에서는 주의해서 사용해야 한다.

Medetomidine과 Tiletamine/Zolazepam을 병용마취한 개에서 통증자극이 뇌파 변화에 미치는 영향 (Effects of Pain Stimulation on EEG in Dogs Anesthetized withMedetomidine and Tiletamine/Zolazepam)

  • 최우식;장환수;권영삼;장광호
    • 한국임상수의학회지
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    • 제27권2호
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    • pp.136-141
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    • 2010
  • 개에서 Medetomidine (MED)과 tiletamine/zolazepam (ZT) 병용마취시에 통증자극에 대한 반응으로 판단되는 외과적 마취기에 적절한 진통효과가 나타나는지를 확인하기 위해 뇌파를 이용하여 실험을 실시하였다. 임상적으로 건강한 비글견 7두를 이용하여 동일견을 대조군과 통증자극군에 이용하였다, 대조군은 MED $30\;{\mu}g/kg$ 투여 후 15분에 ZT 10 mg/kg을 각각 근육주사하였으며, 통증자극군은 대조군과 동일한 방법으로 약물을 투여한 다음 ZT 투여 후 10분부터 45분까지 5분 간격으로 pedal withdrawal reflex test를 실시하였다. 각각의 기록시간대에서 뇌파의 band power,평균동맥혈압과 심박수를 측정하여 실험군간 비교하였다. 뇌파 기록전극은 International 10-20 system을 이용하여 Cz에, 기준전극과 접지전극은 양쪽 귀에 장착하였다. 뇌파 분석상 저주파 band가 높은 power를 보이고 고주파 band가 낮은 power를 나타냈으나 군간 유의성 있는 차이는 발견할 수 없었다. 평균 동맥혈압과 심박수는 TZ 투여 10분 후 두 군 모두 상승하였으나 군간 유의성은 없었다. 본 실험 결과, 개에서 MED와 ZT 병용마취는 외과적 마취기에 우수한 진통효과를 제공하는 것으로 사료된다.