I have this issue with my HP Printer - to scan documents, I activate with my keyboard because the drivers aren’t 100% (this includes the official HP drivers).
I suspect this is something you must learn to live with - but good luck anyway.
https://askubuntu.com/questions/109343/install-brother-mfc7360n-scanner