It's possible, as these meds cause dy mouth, so in turn, your lips could very well get dry and peel. Make sure you're drinking enough fluids (water if possible) and use a good bit of lip balm. If it persists, talk to your doctor.
It's a possibility. Give your Dr or pharmacist a call to ask.