Gait-Based Diplegia Classification Using LSMT Networks

作者: Alberto Ferrari , Luca Bergamini , Giorgio Guerzoni , Simone Calderara , Nicola Bicocchi

DOI: 10.1155/2019/3796898

关键词:

摘要: Diplegia is a specific subcategory of the wide spectrum of motion disorders gathered under the name of cerebral palsy. Recent works proposed to use gait analysis for diplegia …

参考文章(14)
S Muzzini, Giovanni Cioni, R Pascale, S Alboresi, A Ferrari, S Perazza, The term diplegia should be enhanced. Part I: a new rehabilitation oriented classification of cerebral palsy. European Journal of Physical and Rehabilitation Medicine. ,vol. 44, pp. 195- 201 ,(2008)
G. Cioni, R. Pascale, G. Borelli, Silvia Alboresi, Adriano Ferrari, E. Bianchini, S. Perazza, P. B. Paolicelli, The term diplegia should be enhanced. Part III: inter-observer reliability of the new rehabilitation oriented classification. European Journal of Physical and Rehabilitation Medicine. ,vol. 44, pp. 213- 220 ,(2008)
Reverberi S, Faccioli S, Brunner R, Ferrari A, Benedetti Mg, Gait analysis contribution to problems identification and surgical planning in CP patients: an agreement study. European Journal of Physical and Rehabilitation Medicine. ,vol. 51, pp. 39- 48 ,(2015)
Alberto Leardini, Zimi Sawacha, Gabriele Paolini, Stefania Ingrosso, Roberto Nativo, Maria Grazia Benedetti, A new anatomically based protocol for gait analysis in children Gait & Posture. ,vol. 26, pp. 560- 571 ,(2007) , 10.1016/J.GAITPOST.2006.12.018
Robert Palisano, Peter Rosenbaum, Stephen Walter, Dianne Russell, Ellen Wood, Barbara Galuppi, Development and reliability of a system to classify gross motor function in children with cerebral palsy Developmental Medicine & Child Neurology. ,vol. 39, pp. 214- 223 ,(2008) , 10.1111/J.1469-8749.1997.TB07414.X
Adriano Ferrari, Luca Tersi, Alberto Ferrari, Alice Sghedoni, Lorenzo Chiari, Functional reaching discloses perceptive impairment in diplegic children with cerebral palsy Gait & Posture. ,vol. 32, pp. 253- 258 ,(2010) , 10.1016/J.GAITPOST.2010.05.010
Gabor Barton, Paulo Lisboa, Adrian Lees, Steve Attfield, Gait quality assessment using self-organising artificial neural networks. Gait & Posture. ,vol. 25, pp. 374- 379 ,(2007) , 10.1016/J.GAITPOST.2006.05.003
Alessandra Carriero, Amy Zavatsky, Julie Stebbins, Tim Theologis, Sandra J. Shefelbine, Determination of gait patterns in children with spastic diplegic cerebral palsy using principal components. Gait & Posture. ,vol. 29, pp. 71- 75 ,(2009) , 10.1016/J.GAITPOST.2008.06.011
Leen Van Gestel, Tinne De Laet, Enrico Di Lello, Herman Bruyninckx, Guy Molenaers, Anja Van Campenhout, Erwin Aertbeliën, Mike Schwartz, Hans Wambacq, Paul De Cock, Kaat Desloovere, Probabilistic gait classification in children with cerebral palsy: A Bayesian approach Research in Developmental Disabilities. ,vol. 32, pp. 2542- 2552 ,(2011) , 10.1016/J.RIDD.2011.07.004
Ilya Sutskever, Geoffrey Hinton, Alex Krizhevsky, Ruslan Salakhutdinov, Nitish Srivastava, Dropout: a simple way to prevent neural networks from overfitting Journal of Machine Learning Research. ,vol. 15, pp. 1929- 1958 ,(2014)