Heat oil in a large skillet over medium-high heat. Add turkey; cook, stirring occasionally, until browned, about 4 minutes. Stir in rice and panko; cook, stirring occasionally, until warmed through, about 1 minute. Remove from heat and stir in marinara, parsley, pepper and Parmesan. Divide the mixture evenly among the prepared peppers.