An Appleton man is in custody following a high speed chase in Dodge County. The chase started Wednesday afternoon when a Beaver Dam police officer tried to pull over a stolen vehicle on highway 151 near County highway C. The pursuit was terminated but police learned the stolen vehicle later crashed into a tree on Well Road near Highway G. The driver was flown by helicopter to a hospital with serious injuries. The suspect had a warrant for his arrest.