Classification of neck movement patterns related to whiplash-associated disorders using neural networks.

This paper presents a new method for classification of neck movement patterns related to whiplash-associated disorders (WAD) using a resilient backpropagation neural network (BPNN). WAD are a common diagnosis after neck trauma, typically caused by rear-end car accidents. Since physical injuries seld...

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Vydáno v:	IEEE Transactions on information technology in biomedicine 7, 4 (2003).
Hlavní autor:	Grip, H.
Médium:	Článek
Jazyk:	English
Témata:	Angular velocity. Decision support system. Instantaneous helical axis method. Neck movement patterns classification. Neck trauma. Predictive ability. Principal component analysis. Proprioception. Rear-end car accidents. Resilient backpropagation neural network. Rotation angle. Three-dimensional neck movement data. Whiplash-associated disorders.