Study of several parameters for the detection of amyotrophic lateral sclerosis from articulatory movement
DOI:
https://doi.org/10.3989/loquens.2017.038Keywords:
ALS, Sigma-lognormal, formant, kinematic, articulationAbstract
Amyotrophic lateral sclerosis (ALS) is a degenerative neuromuscular disease, one of its early symptoms being a progressive difficulty to speak (ALS dysarthria). To improve its diagnosis and monitoring, a new method based on articulatory movement estimation has been developed. As a result, two articulatory movement parameters are presented as well as their relationship with the illness grade.
Downloads
References
Carmona-Duarte, C., Alonso, J. B., Díaz, M., Ferrer, M. A., Gómez-Vilda, P., y Plamondon, R. (2016). Kinematic modelling of dipthong articulation. En A. Esposito, M. Faundez-Zanuy, A. M. Esposito, G. Cordasco, T. Drugman, J. Solé-Casals y F. C. Morabito (Eds.), Recent advances in nonlinear speech processing (Vol. 48, pp. 53-60). Cham: Springer. https://doi.org/10.1007/978-3-319-28109-4_6
Carmona-Duarte, C., Plamondon, R., Gómez-Vilda, P., Ferrer, M. A., Alonso, J. B., y Londral, A. R. M. (2016). Application of the lognormal model to the vocal tract movement to detect neurological diseases in voice. En Y. Chen, S. Tanaka, R. Howlett y L. Jain (Eds.), Innovation in medicine and healthcare (Vol. 60, pp. 25–35). Cham: Springer. https://doi.org/10.1007/978-3-319-39687-3_3
Carmona-Duarte, C., Gómez-Vilda, P., Plamondon, R., Rodellar-Biarge, V., Palacio-Alonso, D., Ferrer-Ballester, M. A., y Alonso-Hernández, J. B. (2017). Phonatory and articulatory correlates in kinematic neuromotor degeneration. En J. Ibá-ez, J. González-Vargas, J. M. Azorín, M. Akay y J. L. Pons (Eds.), Converging clinical and engineering research on neurorehabilitation II (pp. 203–208). Cham: Springer. https://doi.org/10.1007/978-3-319-46669-9_36
Delgado, C. (2016). Nadie está preparado para el diagnóstico de una enfermedad como la ELA. Diario El País. Disponible en http://economia.elpais.com/economia/2016/11/05/actualidad/1478300583_541697.html
Gomez-Barrero, M., Galbally, J., Fierrez, J., Ortega-García, J., y Plamondon, R. (2013). Variations of handwritten signatures with time : A Sigma-Lognormal analysis. In International Conference on Biometrics (ICB). https://doi.org/10.1109/ICB.2013.6612974
Gómez-Vilda, P., Londral, A. R. M., Rodellar-Biarge, V., Ferrández-Vicente, J. M., y de Carvalho, M. (2015). Monitoring amyotrophic lateral sclerosis by biomechanical modeling of speech production. Neurocomputing, 151(P1), 130-138. https://doi.org/10.1016/j.neucom.2014.07.074
O'Reilly, C., y Plamondon, R. (2009). Development of a Sigma-Lognormal representation for on-line signatures. Pattern Recognition, 42(12), 3324-3337. https://doi.org/10.1016/j.patcog.2008.10.017
O'Reilly, C., y Plamondon, R. (2012). Design of a Neuromuscular Disorders Diagnostic System using human movement analysis. The 11th International Conference on Information Sciences, Signal Processing and Their Applications, 787-792. https://doi.org/10.1109/ISSPA.2012.6310660
Peterson, G. E., y Barney, H. L. (1952). Control methods used in a study of the vowels. The Journal of the Acoustical Society of America, 24(2), 175-184. https://doi.org/10.1121/1.1906875
Plamondon, R. (1995). A kinematic theory of rapid human movements: Part I. Movement representation and generation. Biological Cybernetics, 72(4), 295-307. Disponible en https://www.ncbi.nlm.nih.gov/pubmed/7748959 https://doi.org/10.1007/BF00202785 PMid:7748959
Plamondon, R., y Djioua, M. (2006). A multi-level representation paradigm for handwriting stroke generation. Human Movement Science, 25(4–5), 586-607. https://doi.org/10.1016/j.humov.2006.07.004 PMid:17023083
Plamondon, R., Djioua, M., y Mathieu, P. A. (2013). Time-dependence between upper arm muscles activity during rapid movements: Observation of the proportional effects predicted by the kinematic theory. Human Movement Science, 32(5), 1026-1039. https://doi.org/10.1016/j.humov.2012.07.006 PMid:23219167
Plamondon, R., O'Reilly, C., y Ouellet-Plamondon, C. (2014). Strokes against stroke - Strokes for strides. Pattern Recognition, 47(3), 929-944. https://doi.org/10.1016/j.patcog.2013.05.004
Plamondon, R., O'Reilly, C., Rémi, C., y Duval, T. (2013). The lognormal handwriter: Learning, performing, and declining. Frontiers in Psychology, 4(DEC), 1-14. https://doi.org/10.3389/fpsyg.2013.00945
Published
How to Cite
Issue
Section
License
Copyright (c) 2017 Consejo Superior de Investigaciones Científicas (CSIC)
This work is licensed under a Creative Commons Attribution 4.0 International License.
© CSIC. Manuscripts published in both the print and online versions of this journal are the property of the Consejo Superior de Investigaciones Científicas, and quoting this source is a requirement for any partial or full reproduction.
All contents of this electronic edition, except where otherwise noted, are distributed under a Creative Commons Attribution 4.0 International (CC BY 4.0) licence. You may read the basic information and the legal text of the licence. The indication of the CC BY 4.0 licence must be expressly stated in this way when necessary.
Self-archiving in repositories, personal webpages or similar, of any version other than the final version of the work produced by the publisher, is not allowed.
