A couple of google searches later, I found a great reference guide (http://www.thegeekstuff.com/2008/09/how-to-repair-corrupted-mysql-tables-using-myisamchk/) that discusses how to use myisamchk to find corrupt tables and then repair them. Worked like a champ.
cd /var/lib/mysql/mythconverg
myisamchk *.MYI
# in my case, only one table was corrupt
myisamchk -r CORRUPTTABLE.MYI
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