On September 19 2015, Madonna performed Ghosttown for the first time on tour during a sold out Rebel Heart Tour stop in Brooklyn.
Madonna had never intended to perform the single from Rebel Heart during the tour and she had not rehearsed it with the band. Watch the performance:
Today In Madonna History 
Ghost Town-maybe the best ballad Madonna has done or will ever do in her lifetime.