Similar to Just Shadow's answer I discover that, on Visual Studio 2017, you can do the following:
Press Ctrl + 1, then f
Or you could go to Tools -> Options -> Keyboard
and change the shortcut of Edit.GoToFile
for whatever you like.
I replaced mine with: Ctrl + O