Research Archive

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January 18th, 2012

Comparison among probabilistic neural network, support vector machine and logistic regression for evaluating the effect of subthalamic stimulation in Parkinson disease on ground reaction force during gait

A.M.S. Muniz, H. Liu, K.E. Lyons, R. Pahwa, W. Liu, F.F. Nobre, J. Nadal, Comparison among probabilistic neural network, support vector machine and logistic regression for evaluating the effect of subthalamic stimulation in Parkinson disease on ground reaction force during gait, Journal of Biomechanics, Volume 43, Issue 4, 3 March 2010, Pages 720-726

http://dx.doi.org/10.1016/j.jbiomech.2009.10.018

Keywords: Parkinson disease; Deep brain stimulation; Logistic regression; Probabilistic neural network; Support vector machine; Gait analysis