Are the files of which no thumbnailes are displayed on an external hard drive? Then you could include "other locations" in the preferences search.
If the above does not help, it can sometimes also be due to the thumbnail cache and clearing the cache will solve the problem.
You can also take a look at this thread if it is only a problem of filepicker (it is often used by programs or browser when you somewhere want to upload files):