Data-driven analyses of motor impairments in animal models of neurological disorders
Fig 8
A network trained only to classify videos as stroke versus control derived a continuous expert-like score.
(A) Neural network scores versus group category used for the training. Each circle denotes averaged score for a single rat (stroke [“Str”] = red, control [“Contr”] = black). (B) Relation between that network scores and the expert scores. The regression line is shown in yellow. (C) Network scores were also predictive of stroke volume, even though this information and human-based scores were made available to the network. Stroke volume and movement scores were normalized between 0 and 1 in order to directly compare both scores. The sample network and data on which this figure is based are available at github.com/hardeepsryait/behaviour_net.