Prof. Dr. with

Im a nurse, new in the hospital. My boss in Prof. Dr. med. Can I call him Herr xxx? / Herr dr xxx? / Her profesor xxx? / Her profesor doctor xxx?

All of them are valid? Its very bad to use any of them?