A doctor ordered the New York-born singer rest and reset his voice for 48 hours.
He's scheduled to give a rain check performance Tuesday at the Puerto Rico Coliseum to make up for the cancelled show.
On Saturday night Anthony performed for a packed house at the same venue. His wife, actress Jennifer Lopez, joined him on stage for the final number of the night, a duet of "Preciosa."