Hey Sheners. First make sure you've gotten every important file which you might have on the flash drive. Then try reformatting the drive via Disk Management, but don't do a quick format. Other than that, go to the manufacturer's website and download the formatter tool it offers, to see if it fixes the issue after you reformat it with it.
Hope that helps. Let me know how things go.
Boogieman_WD