Public health policy should not be exempt from the “non-aggression principle.” Force must be prohibited from interpersonal relationships, except when used in self-defense or retaliation.
In the case of a highly contagious lethal disease, I believe that screening potential carriers, and containing them via quarantine, represents an act of self-defense.