• Title/Summary/Keyword: 저항훈련

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Development of a Clinical Decision Support System Utilizing Support Vector Machine (Support Vector Machine을 이용한 생체 신호 분류기 개발)

  • Hong, Dong-Kwon;Chai, Yong-Yoong
    • The Journal of the Korea institute of electronic communication sciences
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    • v.13 no.3
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    • pp.661-668
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    • 2018
  • Biomedical signals using skin resistance have different characteristics according to stress diseases. Biological diagnostic devices for diagnosing stress diseases have been developed by using these characteristics, and devices have been developed so that the signals measured by the skin storage meter can be easily analyzed. Experts in the field will look directly at the output signal to determine the likelihood of any stress disorder. However, it is very difficult for a person to accurately determine whether a person to be measured has a stress disorder by analyzing a bio-signal measured by each person to be measured, and the result of the judgment is very likely to be wrong. In order to solve these problems, we implemented the function of determining the signal of a stress disorder by using the machine learning technique. SVM was used as a classification method in consideration of low computing ability of measurement equipment. Training data and test data were randomly generated for each disease using error range 5 based on 13 diseases. Simulation results showed more than 90% decision accuracy. In the future, if the measurement equipment is actually applied to the patients, we can retrain the classifier with the newly generated data.

A study of recognition of public health center members to usefulness of PACS system (보건소 직원의 PACS 시스템 유용성에 대한 인식 연구)

  • Hwang, Kwan-Young;Na, Baeg-Ju;Lee, Moo-Sik;Lee, Jin-Yong;Hong, Jee-Young;Bae, Seok-Hwan;Yoo, Se-Jong
    • Proceedings of the KAIS Fall Conference
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    • 2010.11b
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    • pp.992-995
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    • 2010
  • 본 연구는 기존의 필름 운영체계에서 PACS 운영체계로 전환 시 업무 변화에 따른 보건소 구성원 간의 인식을 조사하고 이들이 가지고 있는 새로운 업무에 대한 저항감을 줄여 새로운 시스템 도입에 적극적으로 적응할 수 있도록 하여 업무의 효율성을 높일 수 있는 기초 자료를 제공하고자 시행하였다. 연구기간은 2009년 6월1일부터 2009년 12월 16일까지이며 연구방법은 대전, 충남북에 소재하고 있는 필름운영체계에서 PACS 체계로 바뀐 보건소의 의사, 방사선사, 간호사, 기타 직종을 대상으로 하였으며 70부의 설문이 분석에 사용되었다. 임상적 유용성 인식은 방사선사(2.8) > 의사(2.7) > 간호사(2.4) > 기타(2.0)로 모든 직종이 향상된 것으로 인식하고 있었으며 PACS 가 필름시스템 보다 임상적으로 사용자 편리서, 접근 용이성 등이 모두 우수하며 임상적으로 유용하다고 답했다. 업무변화 및 효율성 인식은 방사선사(3.2) > 간호사(2.0) > 의사(1.988) > 기타(1.983) 순으로 직종별 차이를 보여 PACS 운영이후 업무가 효율적으로 변화되었다고 인식하고 있었다. 진료 및 근무환경 인식은 방사선사(3.6) > 의사(3.2) > 간호사(3.1) > 기타(3.0) 순으로 진료 및 근무환경이 향상되었다고 답했다. 교육적절성에 관한 인식은 기타(3.5) >간호사(3.0) > 의사(2.8) > 방사선사(2.5) 순으로 직종별 차이를 보였다. 적응 및 만족도 인식에서는 방사선사(2.9) > 기타(1.7) > 간호사(1.6) > 의사(1.5) 순으로 직종별 차이를 보였으며 PACS 운영이후 사용자의 적응도와 만족도가 높다는 것을 알 수가 있었다. 병원정보시스템의 핵심인 PACS 도입과 같은 보건소정보화 과정에서의 보건소 구성원의 인식을 알아본 결과, 임상적 유용성 인식, 교육 적절성에 관한 인식에서는 근무 년 수가 적을수록, 유용성이 높다고 했으며, 업무 변화 및 효율성 인식, 진료 및 근무환경 인식, 적응 및 만족도 의식에서는 근무 연수가 길수록 유용성이 높다고 인식하고 있었다. 성별에 따른 임상적 유용성 인식과 업무 변화 및 효율성 인식에서는 남자가 여자보다 유용하다고 인식하고 있었다. 연령별 차이에 따른 임상적 유용성 인식, 업무 변화 및 효율성 인식, 진료 및 근무 환경 인식은 40대 이상에서 높다고 인식하였다. PACS 도입으로 인해 보건소 구성원의 거부반응과 같은 저항감이나 부담감, 소극적 참여의지 등의 태도나 인식이 예상되었으나 연구 결과 대체적으로 모두 긍정적으로 인식하였으며 PACS가 보건소 구성원들에게 기존 필름체계를 대체할 수 있는 수단으로 유용하게 인식하고 있었다. 다만 본 연구결과는 향후 새로운 PACS 도입 시 성공적인 운영을 위해 직종에 따른 정보 제공 및 맞춤형 훈련 교육이 필요함을 시사하고 있다.

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Tube phonation in water for patients with hyperfunctional voice disorders: The effect of tube diameter and water immersion depth on bubble height and maximum phonation time (과기능적 음성장애 환자의 물저항발성: 튜브 직경과 물 깊이가 물거품 높이 및 최대발성지속시간에 미치는 영향)

  • Min Gyeong Kim;Seong Hee Choi;Jong-In Youn
    • Phonetics and Speech Sciences
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    • v.15 no.2
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    • pp.31-40
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    • 2023
  • Tube phonation in water has been widely used for voice training among semi-occluded vocal tract (SOVT) exercises in which the patient bubbles with phonation keeping the tube submerged in water. This study aims to investigate the effect of tube diameter and water depth on bubble height and maximum phonation time (MPT) for patients with hyperfunctional voice disorders. Seventeen patients with hyperfunctional voice disorders were asked to bubble with sustained /u/ at the different inner diameters of tube (5, 7, and 10 mm), water depth (4, 7, and 10 cm). A water resistance phonation biofeedback system using a water height sensor was used for recording bubble height and MPT. The bubble height was significantly changed by the tube diameter while MPT was significantly changed with the tube diameter and water depth. Although the wider tube presented significantly lower bubble height for a given depth, relatively consistent bubble height was maintained. Depending on the water depth, the bubble height did not significantly differ for a given tube diameter. In addtion, MPT significantly decreased with water depth and a wider tube led significantly shorter MPT. A water level-driven water resistance biofeedback system provided useful information on bubble characteristics and vocal fold vibration depending on tube diameter and water depth. It can be useful to monitor the breath support during water resistance phonation for patients with hyperfunctional voice disorders.

The role of myokine(interleukin) and exercise for the prevention of scarcopenia and anti-inflammation (근감소 및 염증 예방을 위한 운동과 인터루킨(IL-interleukin)의 역할)

  • Byun, Yong-Hyun;Park, Woo-Young
    • Journal of the Korean Applied Science and Technology
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    • v.35 no.2
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    • pp.509-518
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    • 2018
  • The purpose of this study was myokine product and role with physical activity and literature review. There is accumulating epidemiological evidence that a physically active life plays an independent role in the protection against type 2 diabetes, cardiovascular disease, colon cancer, dementia and even depression. And myokine has been regarded an important factor of exercise training and brain growth factor for the prevention of Alzheimier's disease. During exercise the release of anti-inflammatory myokine from contracting muscle controled the metabolic response, and IL-4, IL-6, IL-7, IL-10, and IL-15 controled muscle hypertrophy, myogenesis and angiogenenesis. IL-6 promoted the lipid metabolism through AMPK activation. IL-1Ra, IL-10 and sTNF-R inhibited $TNF-{\alpha}$ as the pro-inflammatory cytokine. IL-15 increased the releasing volume from contracting muscle, and promoted the anabolic factor of muscle growth. IL-7 and IL-8 activated the angiogenesis through the more activation of C-X-C receptor signal transmission.

The Effects of Resistant Gait Training with Proprioceptive Neuromuscular Facilitation on the Walking and Balancing Abilities of Chronic Stroke Patients (고유수용성신경근촉진법을 이용한 저항보행훈련이 만성뇌졸중환자의 보행과 균형능력에 미치는 영향)

  • Bang, Dae-Hyouk;Bong, Soon-Young
    • PNF and Movement
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    • v.15 no.1
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    • pp.57-65
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    • 2017
  • Purpose: The purpose of this study was to examine the effects of resistant gait training with proprioceptive neuromuscular facilitation (PNF) on the walking and balancing abilities of chronic stroke patients. Methods: Twelve chronic stroke patients were randomly assigned to either a control group (n = 6) that underwent treadmill gait training or an experimental group (n = 6) that underwent resistant gait training using PNF. The interventions were performed five times per week for four weeks. Gait variables were measured using a GAITRite system (CIR System Inc, Clifton, NJ, USA) to examine changes in walking ability; the Berg balance scale (BBS) was used to measure changes in balance; and the activity-specific balance confidence scale (ABC) was measured to examine changes in confidence about balance. A Wilcoxon signed-rank test was used to examine intragroup differences before and after the interventions, and a Mann-Whitney U-test was used for intergroup comparisons of the effects of the interventions. All statistical significance levels were set to ${\alpha}=0.05$. Results: Both the experimental group and the control group showed significant intragroup improvement in walking speed, the number of steps per minute, stride length, double support time, balance, and confidence about balance after the interventions (p < 0.05). In intergroup comparisons after the interventions, the experimental group showed significant improvements over the control group in walking speed, the number of steps per minute, stride length, balance, and confidence about balance (p < 0.05). No significant difference in double support time was seen in the intergroup comparison after training (p > 0.05). Conclusion: This study applied resistant gait training using PNF to chronic stroke patients, and the results showed significant improvements in the patients' walking and balancing abilities. Therefore, resistant gait training using PNF is thought to be applicable as an intervention method for chronic stroke patients.

Is There Any Immediate Difference between Pulmonary Function and Respiratory Muscle, with or without Vibration Stimulation in Respiratory Resistance Training? (진동 자극 유무에 따른 호흡 저항 훈련 시 폐 기능과 호흡근의 즉각적인 차이가 있을까?)

  • Park, Jin-Young;Kim, Ye-Seul;Park, Hyun-Ju;Lee, Myung-Mo
    • Journal of Korean Physical Therapy Science
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    • v.25 no.3
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    • pp.17-24
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    • 2018
  • Purpose: The purpose of this study was to investigate the effect of whole body vibration combined breathing resistance on lung capacity and respiratory muscle and to suggest a mediation method for improvement of respiratory function and lung function in the future. Methods: This study was a preliminary study design of two groups of 54 healthy young adults who were randomly assigned to an experimental group (n=27) with core exercise combined with respiratory resistance and whole body vibration and a control group with respiratory resistance and core exercise (n=27). All interventions consisted of 6 core exercises every 40 seconds and rest for 20 seconds. To compare the effects of intervention, we measured spirometry and respiratory muscle strength. Results: Both the experimental group and the control group showed a significant increase in Forced vital capacity (FVC) and Maximum voluntary ventilation (MVV) (p<.05). However, FEV1 and FEV1% were significantly increase only in the experimental group (p<.05). FVC, FEV1%, Maximum Inspiratory Pressure (MIP), Maximum Expiratory Pressure (MEP) showed more significant increase in the experimental group than the control group. Conclusion: These findings indicate that whole-body vibration combined breathing resistance is an effective intervention for people, with FVC, FEV1%, MIP, MEP increase.

The effect of resistance inspiratory muscle training on respiratory function in stroke (저항성 들숨근 훈련이 뇌졸중 환자의 호흡기능에 미치는 영향)

  • Lee, So Yun;Han, Jin Tae
    • Journal of Korean Physical Therapy Science
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    • v.27 no.3
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    • pp.1-11
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    • 2020
  • Background: The purpose of this study was to investigated the effects of threshold resistance inspiratory muscle training on respiratory function in chronic stroke patients. Design: Randomized Controlled Trial Methods: Eighteen patient with stroke were randomly assigned to the experimental group (n=9) and control group (n=9) all testing and training. The experimental group underwent threshold resistance inspiratory muscle training with resistance adjusted of maximal inspiratory pressure, 60 breathing a day and general physical therapy 30 minutes a day, 5 times a week for 4 weeks. The control group was taken general respiratory muscle training and general physical therapy for 4 weeks in the same way. Respiratory function, walking ability were evaluated before and after the intervention. Statistical significance of the results were evaluated by ANCOVA between control group and experimental group after intervention. Results: There was a significant increase in FVC and FEV1 in the experimental group in pulmonary function tests (p<0.05). There was a significant difference with the maximum inspiratory pressure and the maximum inspiratory flow rate between experimental and control group (p<0.05). There was no significant difference with the maximum inspiratory capacity between experimental and control group (p>0.05) but the maximum inspiratory capacity of experimental group some increased than that of control group. Conclusion: These finding gave some indications that the threshold resistance inspiratory training may benefit on pulmonary function in people with stroke, and it is feasible to be included in rehabilitation interventions with this population.

The Effect of Coordination Locomotor Training Using Elastic Bands on the Balance and Muscle Activity of the Lower Extremities of Teenage Taekwondo Players According to the Type of Support Surface (지지면의 종류에 따른 탄성저항 협응이동훈련이 10대 태권도 선수의 균형 및 하지의 근활성도에 미치는 영향)

  • Eun-bi Kim;Hee-kyung Jeong
    • The Journal of Korean Academy of Orthopedic Manual Physical Therapy
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    • v.29 no.1
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    • pp.69-79
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    • 2023
  • Purpose: This study examined the possibility of muscle strength and balance ability improvement through coordinative locomotor training by making a difference on the supporting plane using a resistance band for adolescent athlete of Taekwondo sparring athletes. Methods: A total of 22 students were selected as to the participants of the study, and 11 students each were randomly assigned to the control and experimental group for coordination locomotor training using a resistance band on stable and unstable supporting surface. The training period was 60 min, three times a week, for 8 weeks in total. To confirm changes on balance ability of each participant, balance assessment devices are used. Moreover, surface electromyography was used for muscle strength evaluation. Results: After coordinated locomotor training using a resistance band for 8 weeks, the difference bet ween groups was not significant; Also, the improvement in strength was no significant difference in other muscles in the between groups, but there was a significant in the muscle activity of the rectus muscle of the right thigh in the experimental group. Conclusion: The participants demonstrated that coordinative locomotor training using the elastic band on an unstable supporting surface was able to obtain junctional effects for the prevention of exercise injuries in youth taekwondo sparring athletes, and muscle activity exercise of the rectus muscle of the right thigh was particularly effective.

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An Analysis of Swimming Injuries and Their Rehabilitation (근육 골격계의 질환 및 재활분석(수영선수를 중심으로))

  • Kim, Kwi-Baek;Ji, Jin-Gu;Kwak, Yi-Sub
    • Journal of Life Science
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    • v.32 no.4
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    • pp.325-330
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    • 2022
  • While swimming is a very popular competitive sports activity, swimming injuries are unique due to the repetitive nature of the swimming stroke and demanding training programs that can result in upper limb overuse. Therefore, the primary objective of this review was to analyze swimmers' injury areas, injury types by stroke type, and swimming rehabilitation, as well as to discuss safety management for improving swimming performance. In this study, the injuries incurred in swimming events were discussed in the order of upper limb injuries (neck, shoulder, arm, and wrist), lower limb injuries (knee and ankle), and waist injuries. An analysis by stroke type found that shoulder injuries occurred most often with freestyle, backstroke, and butterfly strokes, followed by rotator cuff injury, impingement syndrome, and SLAP (superior labral tear from anterior to posterior) lesions. Knee injuries were associated with the breaststroke, whereas spinal cord injuries occurred with the breaststroke and butterfly stroke. Finally, back injuries were associated with the butterfly stroke. During the freestyle stroke, the shoulder undergoes repetitive overhead movement; hence, shoulder and musculoskeletal pain are the most common and well-documented complaints of swimmers. For safety management, coaches and instructors must ensure that athletes do sufficient warm-up and cool-down exercises to avoid injuries. In case of an injury, they should be familiar with first aid measures so that secondary damage can be prevented with its quick application. In addition, coaches and instructors need to be trained in injury prevention and treatment so that they can provide appropriate rehabilitation treatment for athletes. Although swimming-related injuries cannot be completely eliminated, to reduce them to a minimum, leaders need the knowledge to apply scientific and systematic training principles and methods individualized for each athlete.

The Effect of 16 Weeks of Resistance Training on the Fatigue Factor, Muscle Soreness, Oxidative Stress, and Myokine in Elite Weightlifters (16주 저항성 트레이닝이 엘리트 역도선수의 피로물질과 근 손상, 산화적 손상, myokine에 미치 는 영향)

  • Kim, Cheol-Woo;Kim, Gun-Do;Kang, Sung-Hwun;Park, Chan-Hoo;Kim, Kwi-Baek;Kim, Young-Il
    • Journal of Life Science
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    • v.22 no.2
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    • pp.184-191
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    • 2012
  • The purpose of this study was to examine the effect of 16 weeks of resistance training on the fatigue factor, muscle soreness, oxidative stress, and myokine in elite weightlifters. A total of 10 subjects (six male, four female) participated in this study. The results were compared according to baseline, 8 weeks, and 16 weeks. Ammonia and Pi were increased through 16 weeks of resistance training, but this result was not significant. CK was significantly (p<0.05) increased at 8 weeks and 16 weeks compared to baseline, while LDH was significantly (p<0.05) increased at 8 weeks compared to baseline. The MDA of the oxidative stress factor was significantly (p<0.05) increased at 8 weeks compared to baseline and 16 weeks, and TAS of the antioxidant factor was significantly (p<0.05) increased at 8 weeks compared to baseline. The IL-15 of the myokine was significantly (p<0.05) increased at baseline compared to 8 weeks and 16 weeks. In conclusion, 16 weeks of high-intensity resistance training may have a positive effect on peripheral fatigue factors, muscle soreness, oxidative stress, and myokine in elite weightlifters.