Yes. Bake falafel instead of frying by placing the falafel patties on a parchment paper-lined baking sheet. Pat the falafel patties with olive oil, vegetable oil, or canola oil. Bake at 450 ℉ (232 ℃) on the bottom rack for 4 to 5 minutes.