A computer-aided decision support system for shoulder pain pathology

K. López de Ipiña; M. C. Hernández; M. Graña; E. Martínez; C. Vaquero

doi:10.1007/978-3-642-12433-4_83

A computer-aided decision support system for shoulder pain pathology

K. López de Ipiña, M. C. Hernández, M. Graña, E. Martínez, C. Vaquero

Functional surfaces and electronic printing

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Citation (Scopus)

Abstract

A musculoskeletal disorder is a condition of the musculoskeletal system which consists in that part of it is injured continuously over time. Shoulder disorders are one of the most common musculoskeletal cases attended in primary health care services. Shoulder disorders cause pain and limit the ability to perform many routine activities and affect about 15-25% of the general population. Several clinical tests have been described to aid diagnosis of shoulder disorders. However, the current literature acknowledges a lack of concordance in clinical assessment, even among musculoskeletal specialists. In this work a Computer-Aided Decision Support (CADS) system for Shoulder Pain Pathology has been developed. The paper presents the medical method and the development of the database and the (CADS) system based on several classical classification paradigms improve by covariance estimation methods. Finally the system was evaluated by a medical specialist.

Original language	English
Title of host publication	Trends in Practical Applications of Agents and Multiagent Systems - 8th International Conference on Practical Applications of Agents and Multiagent Systems
Editors	Emilio Corchado, Yves Demazeau, Pawel Pawlewski, Juan M. Corchado, Vicente Julián, Rafael Corchuelo, Andrew Campbell, Florentino Fernández-Riverola, Frank Dignum, Javier Bajo
Publisher	Springer Verlag
Pages	705-712
Number of pages	8
ISBN (Print)	9783642124327
DOIs	https://doi.org/10.1007/978-3-642-12433-4_83
Publication status	Published - 2010
Event	8th International Conference on Practical Applications of Agents and Multiagent Systems, PAAMS 2010 - Salamanca, Spain Duration: 26 Apr 2010 → 28 Apr 2010

Publication series

Name	Advances in Intelligent Systems and Computing
Volume	71
ISSN (Print)	2194-5357

Conference

Conference	8th International Conference on Practical Applications of Agents and Multiagent Systems, PAAMS 2010
Country/Territory	Spain
City	Salamanca
Period	26/04/10 → 28/04/10

Funding

Acknowledgements. The involved work has received financial support from the Spanish Ministerio de Ciencia y Tecnología, IBEROEKA 2005 plan and the Spanish Ministerio de Ciencia y Tecnología, project TSI2006-14250-C02-01.

Funders	Funder number
Ministerio de Ciencia y Tecnología	TSI2006-14250-C02-01
Ministerio de Ciencia Tecnología y Telecomunicaciones

Keywords

Computer-aided decision support system
Machine Learning
Musculoskeletal disorders
Shoulder pain

Access to Document

10.1007/978-3-642-12433-4_83

Cite this

López de Ipiña, K., Hernández, M. C., Graña, M., Martínez, E., & Vaquero, C. (2010). A computer-aided decision support system for shoulder pain pathology. In E. Corchado, Y. Demazeau, P. Pawlewski, J. M. Corchado, V. Julián, R. Corchuelo, A. Campbell, F. Fernández-Riverola, F. Dignum, & J. Bajo (Eds.), Trends in Practical Applications of Agents and Multiagent Systems - 8th International Conference on Practical Applications of Agents and Multiagent Systems (pp. 705-712). (Advances in Intelligent Systems and Computing; Vol. 71). Springer Verlag. https://doi.org/10.1007/978-3-642-12433-4_83

López de Ipiña, K. ; Hernández, M. C. ; Graña, M. et al. / A computer-aided decision support system for shoulder pain pathology. Trends in Practical Applications of Agents and Multiagent Systems - 8th International Conference on Practical Applications of Agents and Multiagent Systems. editor / Emilio Corchado ; Yves Demazeau ; Pawel Pawlewski ; Juan M. Corchado ; Vicente Julián ; Rafael Corchuelo ; Andrew Campbell ; Florentino Fernández-Riverola ; Frank Dignum ; Javier Bajo. Springer Verlag, 2010. pp. 705-712 (Advances in Intelligent Systems and Computing).

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title = "A computer-aided decision support system for shoulder pain pathology",

abstract = "A musculoskeletal disorder is a condition of the musculoskeletal system which consists in that part of it is injured continuously over time. Shoulder disorders are one of the most common musculoskeletal cases attended in primary health care services. Shoulder disorders cause pain and limit the ability to perform many routine activities and affect about 15-25% of the general population. Several clinical tests have been described to aid diagnosis of shoulder disorders. However, the current literature acknowledges a lack of concordance in clinical assessment, even among musculoskeletal specialists. In this work a Computer-Aided Decision Support (CADS) system for Shoulder Pain Pathology has been developed. The paper presents the medical method and the development of the database and the (CADS) system based on several classical classification paradigms improve by covariance estimation methods. Finally the system was evaluated by a medical specialist.",

keywords = "Computer-aided decision support system, Machine Learning, Musculoskeletal disorders, Shoulder pain",

author = "{L{\'o}pez de Ipi{\~n}a}, K. and Hern{\'a}ndez, {M. C.} and M. Gra{\~n}a and E. Mart{\'i}nez and C. Vaquero",

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López de Ipiña, K, Hernández, MC, Graña, M, Martínez, E & Vaquero, C 2010, A computer-aided decision support system for shoulder pain pathology. in E Corchado, Y Demazeau, P Pawlewski, JM Corchado, V Julián, R Corchuelo, A Campbell, F Fernández-Riverola, F Dignum & J Bajo (eds), Trends in Practical Applications of Agents and Multiagent Systems - 8th International Conference on Practical Applications of Agents and Multiagent Systems. Advances in Intelligent Systems and Computing, vol. 71, Springer Verlag, pp. 705-712, 8th International Conference on Practical Applications of Agents and Multiagent Systems, PAAMS 2010, Salamanca, Spain, 26/04/10. https://doi.org/10.1007/978-3-642-12433-4_83

A computer-aided decision support system for shoulder pain pathology. / López de Ipiña, K.; Hernández, M. C.; Graña, M. et al.
Trends in Practical Applications of Agents and Multiagent Systems - 8th International Conference on Practical Applications of Agents and Multiagent Systems. ed. / Emilio Corchado; Yves Demazeau; Pawel Pawlewski; Juan M. Corchado; Vicente Julián; Rafael Corchuelo; Andrew Campbell; Florentino Fernández-Riverola; Frank Dignum; Javier Bajo. Springer Verlag, 2010. p. 705-712 (Advances in Intelligent Systems and Computing; Vol. 71).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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T1 - A computer-aided decision support system for shoulder pain pathology

AU - López de Ipiña, K.

AU - Hernández, M. C.

AU - Graña, M.

AU - Martínez, E.

AU - Vaquero, C.

N1 - Publisher Copyright: © Springer-Verlag Berlin Heidelberg 2010.

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AB - A musculoskeletal disorder is a condition of the musculoskeletal system which consists in that part of it is injured continuously over time. Shoulder disorders are one of the most common musculoskeletal cases attended in primary health care services. Shoulder disorders cause pain and limit the ability to perform many routine activities and affect about 15-25% of the general population. Several clinical tests have been described to aid diagnosis of shoulder disorders. However, the current literature acknowledges a lack of concordance in clinical assessment, even among musculoskeletal specialists. In this work a Computer-Aided Decision Support (CADS) system for Shoulder Pain Pathology has been developed. The paper presents the medical method and the development of the database and the (CADS) system based on several classical classification paradigms improve by covariance estimation methods. Finally the system was evaluated by a medical specialist.

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A2 - Fernández-Riverola, Florentino

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López de Ipiña K, Hernández MC, Graña M, Martínez E, Vaquero C. A computer-aided decision support system for shoulder pain pathology. In Corchado E, Demazeau Y, Pawlewski P, Corchado JM, Julián V, Corchuelo R, Campbell A, Fernández-Riverola F, Dignum F, Bajo J, editors, Trends in Practical Applications of Agents and Multiagent Systems - 8th International Conference on Practical Applications of Agents and Multiagent Systems. Springer Verlag. 2010. p. 705-712. (Advances in Intelligent Systems and Computing). doi: 10.1007/978-3-642-12433-4_83

A computer-aided decision support system for shoulder pain pathology

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