Hi, Yes. Canker sore (aphthous ulcer) can occur on lips. Cold sore is usually associated with fever and malaise. You could take multivitamin tablets and maintain proper oral hygiene with chlorhexidine mouth wash. If you do not get any improvement, do consult your Dermatologist. Hope I have answered your query. Let me know if I can assist you further.