The Collaborative International Dictionary of English v.0.48:

Delusional \De*lu"sion*al\, a.
   Of or pertaining to delusions; as, delusional monomania.
   [1913 Webster]

WordNet (r) 3.0 (2006):

delusional
    adj 1: suffering from or characterized by delusions