The former Republican president served from 1989 to 1993. His term was defined by his aggressive response to Iraqi president Saddam Hussein's invasion of Kuwait in 1990.
He lost the election for a second term to Bill Clinton.
The 41st US president and the oldest of the four living former US presidents, the wheelchair-bound Mr Bush appeared frail in recent public appearances.