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Have you removed the memory card and then re-insert it back after you learned about this?
Are you able to access the files saved in the memory card on a computer? If yes, you can try to copy all of them onto your computer and then re-format the memory card. After this, you can transfer all the media files back to the memory card and see if they will show up on the gallery of the phone.