Typically no, as Medicare tax is automatically withheld from workers’ paychecks. One exception: Foreign students working in the US under a temporary visa are exempt from paying Medicare tax on certain work.
Otherwise, generally only members of certain religious groups—including Mennonites and the Amish—can choose to waive their rights to Medicare benefits and opt out of paying Medicare tax.