Images Disappearing

I am hosting my Fashionistas WordPress site on Bluehost, http://www.fashionat50ish.com.

Everything has been going great, but last week I noticed that many images have disappeared from my media library, and therefore have disappeared from my website.

If anyone could offer some insight as to why these images disappeared, and how I might be able to get them back, it would be greatly appreciated.

Thanks!