Yes that happens, and not only with your units.
Solution is, to reload the game and you'll be asked if you want to continue the battle ... say 'yes' and feel lucky if you can see all units ...
Hi Sczcupak, thank you for reporting this issue. This issue has already been reported hereand has now been forwarded to the developers for fixing. I will close this thread as it is a duplicate.