Assessment and treatment of visuospatial neglect using active learning with Gaussian processes regression
Abstract: Highlights•We formulate an artificial intelligence framework designed to assess search behaviour and attentional deficits in a virtual 3D setting.•We implement an active learning method based on Gaussian process regression to reduce the effort it takes a patient to undergo this assessment.•We describe how this model can be utilised in treatment and how this opens the way to gamification, tele-rehabilitation and personalised healthcare.•We describe our VR application which demonstrates these practises.•We validate our findings on patients in a clinical setting. We compare them to the standard tests used in practice today.
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