Abstract
The quadriceps femoris is a large muscle group which is crucial in walking, running, jumping and squatting. Therefore, study on quadriceps muscle activity is of realistic significance. As one of architectural parameters, muscle thickness has been investigated in many aspects for various purposes. However, there are few studies on quantitating the relationship between quadriceps muscle thickness and torque output. In this study a coarse-to-fine method based on a compressive tracking algorithm is used for real-time estimation of muscle thickness during isometric contraction on ultrasound images. Ultrasonography is a convenient and widely-used technique to look into the muscle contraction as it is non-invasive and real-time. The relationship between quadriceps muscle thickness and torque output are investigated with data from 13 subjects. The experimental result showed that the change of muscle thickness in cross-sectional plane is similar to its torque during muscle contraction, but the relationship between them is nonlinear.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Kisner, C., Colby, L.A.: Therapeutic Exercises, 5th edn., pp. 692–693 (2002)
Mobasser, F., Eklund, J., Hashtrudi-Zaad, K.: Estimation of elbow-induced wrist force with EMG signals using fast orthogonal search. IEEE Trans. Biomed. Eng. 54, 683–693 (2007)
Hodges, P., Pengel, L., Herbert, R., Gandevia, S.: Measurement of muscle contraction with ultrasound imaging. Muscle & Nerve 27, 682–692 (2003)
Shi, J., Zheng, Y.-P., Chen, X., Huang, Q.: Assessment of muscle fatigue using sonomyography: Muscle thickness change detected from ultrasound images. Medical Engineering & Physics 29(4), 472–479 (2007)
Thoirs, K., English, C.: Ultrasound measures of muscle thickness: intra-examiner reliability and influence of body position. Clinical Physiology and Functional Imaging 29(6), 440–446 (2009)
Zheng, Y.-P., Chan, M., Shi, J., Chen, X., Huang, Q.: Sonomyography: Monitoring morphological changes of forearm muscles in actions with the feasibility for the control of powered prosthesis. Medical Engineering & Physics 28(5), 405–415 (2006)
Zhou, Y., Zheng, Y.-P.: Estimation of muscle fiber orientation in ultrasound images using revoting hough transform (RVHT). Ultrasound in Medicine & Biology 34(9), 1474–1481 (2008)
Zhou, Y., Zheng, Y.-P.: Longitudinal enhancement of the hyperechoic regions in ultrasonography of muscles using a gabor filter bank approach: A preparation for semi-automatic muscle fiber orientation estimation. Ultrasound in Medicine & Biology 37(4), 665–673 (2011)
Zhou, Y., Li, J.-Z., Zhou, G., Zheng, Y.-P.: Dynamic measurement of pennation angle of gastrocnemius muscles during contractions based on Ultrasound imaging. BioMedical Engineering OnLine 11(63), 1–10 (2012)
Maganaris, C., Baltzopoulos, V., Sargeant, A.: Repeated contractions alter the geometry of humanskeletal Muscle. Journal of Applied Physiology 93(6), 2089–2094 (2002)
Narici, M., Binzoni, T., Hiltbrand, E., Fasel, J., Terrier, F., Cerretelli, P.: In vivo human gastrocnemius architecture with changing joint angle atrest and during graded isometric contraction. J. Physiology 496, 287–297 (1996)
Fukunaga, T., Ichinose, Y., Ito, M., Kawakami, Y., Fukashiro, S.: Determination of fascicle length and pennation in a contracting human muscle invivo. J. Appl. Phys. 82, 354–358 (1997)
Reeves, N., Maganaris, C., Narici, M.: Ultrasonographic assessment of human skeletal muscle size. Eur. J. Appl. Physiol. 91, 116–118 (2004)
Guo, J., Zheng, Y.-P., Xie, H., Chen, X.: Continuous monitoring of electromyography(EMG), Mechanomyography(MMG), sonomyography (SMG) torque output during rampand step isometric contractions. Medical Engineering & Physics 32(9), 1032–1042 (2010)
Chen, X., Zheng, Y.-P., Guo, J.-Y., Zhu, Z., Chan, S.-C., Zhang, Z.: Sonomyographic responses during voluntary isometric ramp contraction of the human rectus femoris muscle. Eur. J. Appl. Physiol. 112, 2603–2614 (2012)
Liber, R.L.: Skeletal muscle structure, function, and plasticity. Lippincott Williams & Wilkins (2002)
Miyatani, M., Kanehisa, H., Kuno, S., Nishijima, T., Fukunaga, T.: Validity of ultrasonograph muscle thickness measurements for estimating muscle volume of knee extensors in humans. Eur. J. Appl. Physiol. 86(3), 203–208 (2002)
Ohata, K., Tsuboyama, T., Ichihashi, N., Minami, S.: Measurement of muscle thickness as quantitative muscle evaluation for adults with severe cerebral palsy. Physical Therapy 86(9), 1231–1239 (2006)
Li, J., Zhou, Y., Lu, Y., Zhou, G., Wang, L.: The sensitive and efficient detection of quadriceps muscle thickness changes in cross-sectional plane using ultrasonography: a feasibility investigation. IEEE J. Biomedical and Health Informatics (2013) (to be published), doi: 10.1109/JBHI2013.2.275502
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2014 Springer International Publishing Switzerland
About this paper
Cite this paper
Chen, X., Chen, X., Li, J., Zhou, Y. (2014). A Study on the Nonlinearity Relationship between Quadriceps Thickness and Torque Output during Isometric Knee Extension. In: Zhang, Y., Yao, G., He, J., Wang, L., Smalheiser, N.R., Yin, X. (eds) Health Information Science. HIS 2014. Lecture Notes in Computer Science, vol 8423. Springer, Cham. https://doi.org/10.1007/978-3-319-06269-3_6
Download citation
DOI: https://doi.org/10.1007/978-3-319-06269-3_6
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-06268-6
Online ISBN: 978-3-319-06269-3
eBook Packages: Computer ScienceComputer Science (R0)