I Need A Doctor is a Dr. Dre song.
Forgot About Dre is a Dr. Dre song.
Drop the World is a Lil Wayne song.
You Don't Know is a 50 Cent song.
Let me know if I missed any, but that's 1/6 of the list.
Also, I'm pretty sure Shake That is a Nate Dogg song