Once you delete the text of the item, you are prompted with 'DELETE?' where you confirm with the [ENTER} key in the same way you confirm adding items.
Seems to work. I'll try using this on different combinations of systems and keyboards/mice. Maybe it doesn't like my current setup. Thank you for the response!