If your going to paint them....I would not use oak. It's a great wood....but it's a crime to paint it....
For painting, I would suggest poplar....it's hard enough to handle the wear and tear and about 2/3rds the cost. When you order the doors...go poplar as well....
Avoid Pine....too soft...