Were there ever really supernatural stuff? I had always assumed that the ghost scenes are image representations of emotions and internal changes in Banri. Even the last part with Linda shouting "yes!" was just showing that the old Banri was content when she admitted her feelings.
What he has really isn't amnesia though. It is more like his accident created a new personality, so DID.