Depending on the brand of chicken patties that you buy, some will be pre-cooked, and others will be raw. Regardless, you should cook all frozen chicken patties until they reach an internal temperature of 165°F/74°C. Pre-cooked chicken patties may only take 10 minutes in the air fryer, while uncooked chicken patties might need up to 12 minutes to become fully cooked.