Unit testing (non-Qt) C++ code in Qt Creator?

I have a C++ project that doesn't use Qt. I am using Qt Creator as my IDE because it is very convenient. I was reading about unit testing in Qt Creator here, and I think that Qt Test seems quite good. Is there a way to use Qt Test with my non-Qt C++ project?

Also, a feature that I liked when I was using Visual Studio is that the tests are run automatically everytime I build my project. Can I do the same with Qt Creator?