In the terminal, run
bitcoin-qt -reindex
This will start Bitcoin Core with reindexing. It will open up the GUI version of Core so you can follow the progress. When it is done, stop Bitcoin Core (File > Quit) and then start Armory as you would normally.
Thanks!
I'll give it a try when I get home tonight.
Would I also need to run
bitcoin-qt -reindex-chainstate