What would cause the thumbnails in the "My Pictures" folder on my computer to be a different picture than the actual file?

I have almost a thousand photos in the “My Pictures” folder on my computer. I have the folder set up to showcase the thumbnails for all of the files. I went to click on one of the pictures and a completely different picture opened. Please help…at this rate I will never be able to open the picture I actually need.