Modeling the relation between muscle thickness and wrist angle based on bone-muscle lever model

Jun Shi; Yongping Zheng; Qinghua Huang; Yisheng Zhu

doi:10.1109/iembs.2008.4649296

Modeling the relation between muscle thickness and wrist angle based on bone-muscle lever model

Jun Shi
, Yongping Zheng
, Qinghua Huang
, Yisheng Zhu

Department of Electrical Engineering

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

3 Citations (Scopus)

Abstract

Muscle modeling is a powerful tool to study the skeletal muscle, and can give a better perception of the mechanisms of muscular functions. In this study, a mathematical model was proposed based on the bone-muscle lever model to illuminate the non-linear relation between the thickness of extensor carpi radialis muscle and wrist angle. The ultrasound image, SEMG signals were synchronously sampled from the extensor carpi radialis muscle together with the wrist angle during the whole process of wrist extension and flexion to validate the model. The wrist angle was then calculated using the measured muscle thickness by this model. The overall mean correlation coefficient value was 0.96 ± 0.02, and the overall mean standard root mean square error was 5.82 ± 1.95, which were much better than the results of other regression methods. The results show that the wrist angle is well predicted by our model, and it suggests that this model is helpful to study the relationship between internal muscle structural changes and external limb behaviors. © 2008 IEEE.

Original language	English
Title of host publication	Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08
Publisher	IEEE Computer Society
Pages	887-890
ISBN (Print)	9781424418152
DOIs	https://doi.org/10.1109/iembs.2008.4649296
Publication status	Published - 2008
Event	30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - Vancouver, BC, Canada Duration: 20 Aug 2008 → 25 Aug 2008

Publication series

Name	Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"

Conference

Conference	30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08
Place	Canada
City	Vancouver, BC
Period	20/08/08 → 25/08/08

Bibliographical note

Publication details (e.g. title, author(s), publication statuses and dates) are captured on an “AS IS” and “AS AVAILABLE” basis at the time of record harvesting from the data source. Suggestions for further amendments or supplementary information can be sent to [email protected].

Funding

This work was partially supported by the National Natural Science Foundation of China (60701021), Leading Academic Discipline Project of Shanghai Educational Committee (J50104), and the Research Grants Council (RGC) Competitive Earmarked Research Grant (PolyU 5331/06E).

RGC Funding Information

RGC-funded

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Shi, J., Zheng, Y., Huang, Q., & Zhu, Y. (2008). Modeling the relation between muscle thickness and wrist angle based on bone-muscle lever model. In Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 (pp. 887-890). Article 4649296 (Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"). IEEE Computer Society. https://doi.org/10.1109/iembs.2008.4649296

Shi, Jun ; Zheng, Yongping ; Huang, Qinghua et al. / Modeling the relation between muscle thickness and wrist angle based on bone-muscle lever model. Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08. IEEE Computer Society, 2008. pp. 887-890 (Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology").

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title = "Modeling the relation between muscle thickness and wrist angle based on bone-muscle lever model",

abstract = "Muscle modeling is a powerful tool to study the skeletal muscle, and can give a better perception of the mechanisms of muscular functions. In this study, a mathematical model was proposed based on the bone-muscle lever model to illuminate the non-linear relation between the thickness of extensor carpi radialis muscle and wrist angle. The ultrasound image, SEMG signals were synchronously sampled from the extensor carpi radialis muscle together with the wrist angle during the whole process of wrist extension and flexion to validate the model. The wrist angle was then calculated using the measured muscle thickness by this model. The overall mean correlation coefficient value was 0.96 ± 0.02, and the overall mean standard root mean square error was 5.82 ± 1.95, which were much better than the results of other regression methods. The results show that the wrist angle is well predicted by our model, and it suggests that this model is helpful to study the relationship between internal muscle structural changes and external limb behaviors. {\textcopyright} 2008 IEEE.",

author = "Jun Shi and Yongping Zheng and Qinghua Huang and Yisheng Zhu",

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Shi, J, Zheng, Y, Huang, Q & Zhu, Y 2008, Modeling the relation between muscle thickness and wrist angle based on bone-muscle lever model. in Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08., 4649296, Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology", IEEE Computer Society, pp. 887-890, 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08, Vancouver, BC, Canada, 20/08/08. https://doi.org/10.1109/iembs.2008.4649296

Modeling the relation between muscle thickness and wrist angle based on bone-muscle lever model. / Shi, Jun; Zheng, Yongping; Huang, Qinghua et al.
Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08. IEEE Computer Society, 2008. p. 887-890 4649296 (Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology").

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

TY - GEN

T1 - Modeling the relation between muscle thickness and wrist angle based on bone-muscle lever model

AU - Shi, Jun

AU - Zheng, Yongping

AU - Huang, Qinghua

AU - Zhu, Yisheng

N1 - Publication details (e.g. title, author(s), publication statuses and dates) are captured on an “AS IS” and “AS AVAILABLE” basis at the time of record harvesting from the data source. Suggestions for further amendments or supplementary information can be sent to [email protected].

PY - 2008

Y1 - 2008

N2 - Muscle modeling is a powerful tool to study the skeletal muscle, and can give a better perception of the mechanisms of muscular functions. In this study, a mathematical model was proposed based on the bone-muscle lever model to illuminate the non-linear relation between the thickness of extensor carpi radialis muscle and wrist angle. The ultrasound image, SEMG signals were synchronously sampled from the extensor carpi radialis muscle together with the wrist angle during the whole process of wrist extension and flexion to validate the model. The wrist angle was then calculated using the measured muscle thickness by this model. The overall mean correlation coefficient value was 0.96 ± 0.02, and the overall mean standard root mean square error was 5.82 ± 1.95, which were much better than the results of other regression methods. The results show that the wrist angle is well predicted by our model, and it suggests that this model is helpful to study the relationship between internal muscle structural changes and external limb behaviors. © 2008 IEEE.

AB - Muscle modeling is a powerful tool to study the skeletal muscle, and can give a better perception of the mechanisms of muscular functions. In this study, a mathematical model was proposed based on the bone-muscle lever model to illuminate the non-linear relation between the thickness of extensor carpi radialis muscle and wrist angle. The ultrasound image, SEMG signals were synchronously sampled from the extensor carpi radialis muscle together with the wrist angle during the whole process of wrist extension and flexion to validate the model. The wrist angle was then calculated using the measured muscle thickness by this model. The overall mean correlation coefficient value was 0.96 ± 0.02, and the overall mean standard root mean square error was 5.82 ± 1.95, which were much better than the results of other regression methods. The results show that the wrist angle is well predicted by our model, and it suggests that this model is helpful to study the relationship between internal muscle structural changes and external limb behaviors. © 2008 IEEE.

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DO - 10.1109/iembs.2008.4649296

M3 - RGC 32 - Refereed conference paper (with host publication)

C2 - 19162799

SN - 9781424418152

T3 - Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"

SP - 887

EP - 890

BT - Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08

PB - IEEE Computer Society

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Y2 - 20 August 2008 through 25 August 2008

ER -

Shi J, Zheng Y, Huang Q, Zhu Y. Modeling the relation between muscle thickness and wrist angle based on bone-muscle lever model. In Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08. IEEE Computer Society. 2008. p. 887-890. 4649296. (Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"). doi: 10.1109/iembs.2008.4649296

Modeling the relation between muscle thickness and wrist angle based on bone-muscle lever model

Abstract

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