Is psychosis a possible effect of a stroke?

Yes: Although less common than depression in the first 6 months following stroke, "post-stroke psychotic disorder" may include delusions, hallucinations (which may affect various sensory modalities; auditory and visual hallucinations are the most common), ideas of reference, and disorganization of thought.

Stroke/Psychosis: Depends on extent & location of the stroke.