Gail Anderson was escorted out of the hospital on Tuesday.
A hospital spokesman said the investigation is a personnel matter and wouldn't give any more information.
Anderson has been at Harbor-UCLA since 1998.
He is also an associate dean at the David Geffen School of Medicine at UCLA.
