Using path signatures to predict a diagnosis of Alzheimer's disease

P. J. Moore, J. Gallacher, T. J. Lyons

The path signature is a means of feature generation that can encode nonlinear interactions in the data as well as the usual linear features. It can distinguish the ordering of time…