For the same reason that Bill Clinton, Ronald Reagan, Walter Mondale, Geraldine Ferraro, John McCain, Michael Dukakis, Jimmy Carter, and Bob Dole don’t display their middle names: there’s no need.
If there were a chance of confusion, such as with George H. W. Bush and George W. Bush, he’d probably use it.