Brush both sides of each slice of bread with olive oil and then sprinkle lightly with coarse salt and pepper.
Arrange the slices on a baking sheet and bake in the preheated oven for about 5 minutes. Turn and continue baking for about 5 minutes longer, or until nicely browned.
If desired, sprinkle the slices with freshly grated Parmesan cheese.