create a file(~/.screenrc) with below mentions code .. :)
~/.screenrc
# Enable mouse scrolling and scroll bar history scrolling
termcapinfo xterm* ti@:te@
you can find more discussion here http://unix.stackexchange.com/questions/18006/can-mouse-wheel-scrolling-work-in-a-usr-bin-screen-session