If you don't feel comfortable shaking hands at all, you can simply inform the other party that you aren't feeling well. Take note, though, that if you do this, you're risking an awkward interaction.

President Donald Trump shaking hands with John Mascola, the director of the Vaccine Research Center at the National Institute of Allergy and Infectious Diseases, in front of Dr. Anthony Fauci.