The 'Boyfriend' singer penned a song about the false paternity accusations made against him by Yeater last year.
Bieber has since compared his own unnamed track, which will appear on his new album Believe, to Michael Jackson's 1982 hit 'Billie Jean'.
"At the end of the day, I'm human, and I go through the same problems as you guys do," Bieber told MTV News.
"The whole baby situation, where they said I had her baby - totally not true, by the way - I wrote a song about that. It's kind of my 'Billie Jean'."
Bieber recently revealed that 'As Long As You Love Me' is likely to be the next single lifted from Believe.
Watch Justin Bieber's video for 'Boyfriend' below: