Musescore just refuses to open

Whenever I try to open Musescore all I see is the splash screen and then nothing. The task bar says that it's open but nothing actually appears, like the window just doesn't exist or is invisible. I have done everything I could think of, restarting my computer, uninstalling Musescore and Mushub and reinstalling them twice but still nothing and I'm honestly all out of ideas. Any advice or help would be much appreciated