• Title/Summary/Keyword: 근육모델

Search Result 189, Processing Time 0.03 seconds

A Study on the Low Force Estimation of Skeletal Muscle by using ICA and Neuro-transmission Model (독립성분 분석과 신전달 모델을 이용한 근육의 미세한 힘의 추정에 관한 연구)

  • Yoo, Sae-Keun;Youm, Doo-Ho;Lee, Ho-Yong;Kim, Sung-Hwan
    • The Transactions of The Korean Institute of Electrical Engineers
    • /
    • v.56 no.3
    • /
    • pp.632-640
    • /
    • 2007
  • The low force estimation method of skeletal muscle was proposed by using ICA(independent component analysis) and neuro-transmission model. An EMG decomposition is the procedure by which the signal is classified into its constituent MUAP(motor unit action potential). The force index of electromyography was due to the generation of MUAP. To estimate low force, current analysis technique, such as RMS(root mean square) and MAV(mean absolute value), have not been shown to provide direct measures of the number and timing of motoneurons firing or their firing frequencies, but are used due to lack of other options. In this paper, the method based on ICA and chemical signal transmission mechanism from neuron to muscle was proposed. The force generation model consists of two linear, first-order low pass filters separated by a static non-linearity. The model takes a modulated IPI(inter pulse interval) as input and produces isometric force as output. Both the step and random train were applied to the neuro-transmission model. As a results, the ICA has shown remarkable enhancement by finding a hidden MAUP from the original superimposed EMG signal and estimating accurate IPI. And the proposed estimation technique shows good agreements with the low force measured comparing with RMS and MAV method to the input patterns.

The Deep Dry Needling Techniques, and Interventional Muscle & Nerve Stimulation (IMS) for the Treatment of Chronic Pain (만성통증 치료에서 Deep Dry Needling의 모델들과 중재적 근육 및 신경자극 요법)

  • Lee, Young Jin;Ahn, Kang;Lee, Sang Chul
    • The Korean Journal of Pain
    • /
    • v.19 no.1
    • /
    • pp.1-7
    • /
    • 2006
  • Chronic pain can cause disability, mild to severe suffering and high medical costs. Some unfortunate patient do not improve despite administering conservative treatment and then the various interventional therapies, including oriental medical treatment and/or surgery, and they find themselves in search of a more effective pain relief. Deep dry needling is one of the newer treatment modalities for these patients. The last 10 years have seen a lot of progress in understanding the neural pathways and the type and extent of tissue involvement during chronic pain. This in turn has stimulated the development of new treatment techniques, and deep dry needling is one of them. So, the authors of this paper discuss the individual theories, the characteristics and future directions of several deep dry needling techniques, and we examine the new dry needling technique that has been recently developed in Korea.

Analgesic Effect of Botulinum Toxin on Neuropathic Pain after Trigeminal Nerve Injury (삼차신경 손상에 의한 신경병증성 통증에서 보툴리눔 독소의 진통 효과)

  • Kim, Young-Gun;Kim, Seong-Taek
    • Journal of Dental Rehabilitation and Applied Science
    • /
    • v.28 no.2
    • /
    • pp.171-178
    • /
    • 2012
  • Botulinum toxin type A (BoNT-A) has been applied successfully to treat chronic migraine, dystonia, spasticity and temporomandubular disorders(TMDs) as well as frontal wrinkle and glabella wrinkle. Recently it has been reported that BoNT-A, reversibly blocks presynaptic acetylcholine release, also inhibits the release of substance P, CGRP(calcitonin gene related peptide) and glutamate related to peripheral sensitization and neurogenic inflammation in sensory nerve, In this study we reviewed animal nerve injury model such as rat and rabbit and identify the analgesic effect and mechanism of nerve injury pain after dental treatment.

Direct Intramuscular Gene Transfer of Naked DNA Expressing Human Vascular Endothelial Growth Factor (pCK-VEGF) Enhances Collateral Growth in a Rabbit Ischemic Hind Limb Model (토끼 허혈성 하지 모델에서 VEGF 발현 Naked DNA 벡터인 pCK-VEGF의 근육내 투여가 측부혈관형성에 미치는 영향)

  • 채제건;전현순;박은진;김종묵;김덕경;김선영
    • YAKHAK HOEJI
    • /
    • v.45 no.1
    • /
    • pp.108-115
    • /
    • 2001
  • We have recently reported the development of a high efficiency expression vector, pCK, which can drive a high level of gene expression in mouse skeletal muscle. In this study, we tested the therapeutic potential of pCK expressing human VEGF165, pCK-VEGF in the rabbit ischemic hind limb model. To determine the optimal dose of plasmid DNA, various concentrations of pCK-CAT were injected into the muscle of a rabbit hind limb and the levels of CAT activity were determined. It was found that the expression level of the exogenously added gene became stable between 250 and 1,000 $\mu$g. Based on this result, we tested whether intramuscular transfer of 500$\mu$g of pCK-VEGF could actually modulate collateral vessel development in a rabbit ischemic hind limb model. It was found that relative to the control group injected with the pCK lacking the VEGF sequence, single intramuscular doses (500$\mu$g) of pCK-VEGF produced statistically significant augmentation of collateral vessels as determined by the angiographic vessel count, maximal blood flow by Doppler flowmeter and the number of capillaries by histology. These results suggest that a single 500$\mu$g-delivery of pCK-VEGF is potent enough to induce sufficient angiogenic activity and achieve therapeutic benefit on this rabbit model.

  • PDF

Simultaneous Motion Recognition Framework using Data Augmentation based on Muscle Activation Model (근육 활성화 모델 기반의 데이터 증강을 활용한 동시 동작 인식 프레임워크)

  • Sejin Kim;Wan Kyun Chung
    • The Journal of Korea Robotics Society
    • /
    • v.19 no.2
    • /
    • pp.203-212
    • /
    • 2024
  • Simultaneous motion is essential in the activities of daily living (ADL). For motion intention recognition, surface electromyogram (sEMG) and corresponding motion label is necessary. However, this process is time-consuming and it may increase the burden of the user. Therefore, we propose a simultaneous motion recognition framework using data augmentation based on muscle activation model. The model consists of multiple point sources to be optimized while the number of point sources and their initial parameters are automatically determined. From the experimental results, it is shown that the framework has generated the data which are similar to the real one. This aspect is quantified with the following two metrics: structural similarity index measure (SSIM) and mean squared error (MSE). Furthermore, with k-nearest neighbor (k-NN) or support vector machine (SVM), the classification accuracy is also enhanced with the proposed framework. From these results, it can be concluded that the generalization property of the training data is enhanced and the classification accuracy is increased accordingly. We expect that this framework reduces the burden of the user from the excessive and time-consuming data acquisition.

Biomechanical Effect of Forearm Flexor Muscles depending on Handle Sizes (수공구 손잡이 형태에 따른 생체역학적 영향도 분석)

  • Park, Shi-Hyun
    • Journal of the Korea Safety Management & Science
    • /
    • v.14 no.2
    • /
    • pp.41-48
    • /
    • 2012
  • 수공구 사용시 과도한 힘은 작업성 근골격계 질환을 일으킬 수 있는 주요 원인중 하나이다. 이와 관련하여, 수공구 파지시 인체 내부에 부과되는 근력과 외적으로 작용된 힘 간의 비율을 이해하는 것이 중요하며, 이는 근육에 부과되는 과도한 힘을 최소화 시키고, 작업에 필요한 힘의 효율성을 극대화 시키는데 필수적이라 할 수 있다. 이러한 비율과 관련하여 많은 연구가 되어 왔으나, 대부분 수리적 인체역학적 모델과 같은 간접적 추정 방법에 의거하고 있는 실정이다. 이러한 인체역학적 모델을 검증하고 개선하기 위하여 해부용 팔 (cadaver)을 활용한 직접적인 근력과 악력 측정이 필수적이다. 본 연구에서는 이러한 해부용 팔을 이용하여 상지 굴근(hand flexor)을 자동으로 제어하고 근력과 함께 악력을 측정할 수 있는 Hand Motion Simulator를 개발하고, 이를 통하여 다양한 사이즈의 손잡이 파지시 요구되는 근력과 외적으로 적용된 악력을 비교함으로써 수공구 손잡이 사이즈에 따른 근력의 효율성에 대하여 측정을 해 보았다. 또한, 적용된 굴근 (FDP & FDS) 간의 힘 비율에 따른 파지법의 차이를 조사해 보았다. 내부에 주어진 근력은 외부로 작용된 악력보다 5.3배 높은 부하가 작용하였으며 이러한 수공구 손잡이 파지시 힘의 효율성 역시 FDP 와 FDS 간의 비율이 3:2 였을 때, 그리고 손잡이 크기가 작을수록 높은 결과를 보였다. 반대로 손잡이의 크기가 커질수록 힘의 효율성은 저하되었다. 또한, 손가락 관절 각도의 경우 FDP와 FDS간의 비율에 따라 상이한 자세를 나타내었다. FDP 굴근의 비율이 높을 경우 손가락 끝마디 관절 (DIP) 의 굴곡을 보였으며, FDS 굴근 비율이 높을 경우 손가락 두 번째 관절(PIP)의 굴곡을 보였다. 본 연구를 통한 결과는 추후 상지작업자에 대한 근골격계 질환 예방 기준안 마련 및 수공구 설계를 위한 기초자료로 활용이 가능할 것으로 보인다.

Analysis on Relation between Rehabilitation Training Movement and Muscle Activation using Weighted Association Rule Discovery (가중연관규칙 탐사를 이용한 재활훈련운동과 근육 활성의 연관성 분석)

  • Lee, Ah-Reum;Piao, Youn-Jun;Kwon, Tae-Kyu;Kim, Jung-Ja
    • Journal of the Institute of Electronics Engineers of Korea CI
    • /
    • v.46 no.6
    • /
    • pp.7-17
    • /
    • 2009
  • The precise analysis of exercise data for designing an effective rehabilitation system is very important as a feedback for planing the next exercising step. Many subjective and reliable research outcomes that were obtained by analysis and evaluation for the human motor ability by various methods of biomechanical experiments have been introduced. Most of them include quantitative analysis based on basic statistical methods, which are not practical enough for application to real clinical problems. In this situation, data mining technology can be a promising approach for clinical decision support system by discovering meaningful hidden rules and patterns from large volume of data obtained from the problem domain. In this research, in order to find relational rules between posture training type and muscle activation pattern, we investigated an application of the WAR(Weishted Association Rule) to the biomechanical data obtained mainly for evaluation of postural control ability. The discovered rules can be used as a quantitative prior knowledge for expert's decision making for rehabilitation plan. The discovered rules can be used as a more qualitative and useful priori knowledge for the rehabilitation and clinical expert's decision-making, and as a index for planning an optimal rehabilitation exercise model for a patient.

Development of an Experimental Model for Vitamin C Requirement Study in Korean Rockfish, Sebastes schlegeli (조피볼락(Sebastes schlegeli)의 사료내 비타민 C 요구량 설정을 위한 기초연구)

  • Bai Sungchul C.;Lee Kyeong-Jun;Jang Hye-Kyung
    • Journal of Aquaculture
    • /
    • v.9 no.2
    • /
    • pp.169-178
    • /
    • 1996
  • This experiment was conducted to develop an experimental model and a semipurified diet for vitamin C requirement study in juvenile Korean rockfish, Sebastes schlegeli. Prior to the start of the feeding trial, fish were fed the control diet for four weeks to deplete their body reserves of vitamin C, Then fish were divided into six groups and given one of the laboratory developed semipurified diets supplementing either 0 (control), 25, 50, 75, 150, o. 1500 mg L-ascorhic acid (AA)/kg diet for eight weeks. Fish fed control diet had lower hematocrit than did fish from groups fed the other diets (P<0.05). Also these fish had significantly lower percent weight gain (WG), feed conversion ratio (FCR) and muscle AA than did fish fed diets containing 150 and 1500 mg AA/kg diet (P<0.05). Diet analysis of vitamin C showed that the control diet had 39,7 mg AA/kg diet. Therefore, these fingings suggest that the experimental model and the semipurified diet can be useful for vitamin C requirement study, and the dietary vitamin C requirement is greater than 40 mg AA/kg diet, but 150 mg AA/kg diet is adequate for the maximum growth in juvenile Korean rockfish.

  • PDF

Affinity for 57Co-Vitamin B12 by a Wide Histologic Variety of Tumor Types in Mice (생쥐 종양모델에서 57Co-Vitamin B12의 종양 친화성에 관한 연구)

  • Sohn, Myung-Hee;Park, Soon-A;Kim, Su-Hyun;Chung, Gyung-Ho;Yim, Chang-Yeol
    • The Korean Journal of Nuclear Medicine
    • /
    • v.32 no.1
    • /
    • pp.89-98
    • /
    • 1998
  • The search for tumor-avid agents for use in nuclear medicine imaging is an ongoing field of importance. The purpose of this study was to determine the affinity for radio labeled vitamin $B_{12}$ by a wide histologic variety of tumor types in mice. Seventeen different types of tumor were grown subcutaneously in female Balb/C or Balb nu/nu(nude) mice. When the tumors reached about 1 cm in diameter, mice were injected intraperitoneally with $^{57}Co$-vitamin $B_{12}$. Twenty-four hours later, the mice were sacrificed. Organs and tissues were removed, weighed, and activity per mg determined by gamma counter. Values represented cpm/mg tissue that was normalized to 20 grams body weight for each mouse. A wide variety of tumor types showed significant uptake and concentration of $^{57}Co$-vitamin $B_{12}$, as evidenced by tumor:tissue activity ratios. For many tissues of great importance in terms of background(bone, muscle, blood), the tumor:tissue activity ratios of uptake were high. These data strongly suggest that further efforts to evaluate the utility of radio labeled adducts of vitamin $B_{12}$ for clinical use in oncologic imaging are warranted.

  • PDF

Induction of Muscle Atrophy by Dexamethasone and Hydrogen Peroxide in Differentiated C2C12 Myotubes (C2C12 근관세포에서 dexamethasone 및 hydrogen peroxide에 의한 근위축 유도)

  • Park, Cheol;Jeong, Jin-Woo;Choi, Yung Hyun
    • Journal of Life Science
    • /
    • v.27 no.12
    • /
    • pp.1479-1485
    • /
    • 2017
  • Muscle atrophy due to aging, starvation, and various chronic diseases leads to a decrease in muscle fiber area and density due to reduced muscle protein synthesis and increased protein breakdown. This study investigated the effect of dexamethasone and hydrogen peroxide on the induction of muscle atrophy and expression of atrophy-related genes in differentiated C2C12 myotubes. C2C12 myoblasts were differentiated into myotubes in differentiation medium. During myoblast differentiation, muscle-specific transcription factors, such as myogenin, and MyoD expression increased. Differentiated C2C12 myotubes exposed to noncytotoxic levels of dexamethasone and hydrogen peroxide showed a decrease in myotube diameter, which was associated with up-regulation of muscle-specific ubiquitin ligases, such as muscle atrophy F-box (MAFbx)/atrogin-1 and muscle RING finger-1 (MuRF1), and down-regulation of myogenin and MyoD. These results demonstrated that dexamethasone and hydrogen peroxide induced atrophy through regulation of muscle-specific ubiquitin ligases and muscle-specific transcription factors in C2C12 myotubes. In this study, we confirmed the process of differentiation of C2C12 myoblasts into myotubes in in vitro experiments in the presence of atrophy. This muscle atrophy model of C2C12 cells induced by dexamethasone or hydrogen peroxide seems suited to studies of the mechanism of muscle atrophy suppression and to exploit the experiment for excavating new muscle atrophy.