No keyboard shortcut for delete selected pages?

I often get scans that have extra pages in them. Is there no shortcut for the
“delete selected pages” menu item? I don’t even see a way to add an icon for it to the toolbar.

There is no keyboard shortcut for Edit > Delete Selected Page[s], but you can create one if you wish. See Apple’s instructions on how to do this here.