Before deleting corrupt or unreadable files from storage device. I recommend you to take latest backup. There are two options either selected the damaged file and hit on shift + delete key or simply format the partition.
But when you format partition then all data will be erased from it. So be conscious while formatting partition. If you format important files then you have to go for data recovery solution.