Arrange the bread slices in a single layer on a baking sheet. Using half the olive oil, lightly brush one side of each slice and broil for 2 to 3 minutes, or until golden brown. Remove from the oven, flip the bread, and brush with the remaining oil. Top each slice with a basil leaf and sprinkle with an equal amount of cheese. Broil until the cheese is melted and bubbling.