This is still to be confirmed but so far so good:
What I did is open all the minified css related to the admin section and deleted theses parts
@media only screen and (max-width:xxx px){...}
whenever I found one.
It seems to work and doesn’t mess with anything else, as far as I know.
Of course, this only makes sense if you intend to re-layout the admin from scratch.