Are you able to view that 16th slide in the edit mode for full size mode? What version of iPhoto are you using? For iPhoto 9 or later try the following:
1 - launch iPhoto with the Command+Option keys held down and rebuild the library.
2 - Run Option #4, Rebuild Database, followed by Option #1 if needed.