Cannot remove SQL Server 2012
I managed to resolve the issue. I wasn't able to uninstall SQL Server but I downloaded an installer, converted it to a .zip and extracted it and then pointed the setup to that as the install media. Doing this I was able to get Management Studio up and running.

Thanks for all the suggestions!