The confusion of imagination with actual memories, or the formation of false memories, due to a psychological or neurological disorder.

Example: A patient describes in vivid detail a visit from her parents the previous day. You later discover that her parents have been dead for years.

This website provides a wonderful and very detailed description as well as the causes of this mental health issue: