You can't remove start-up items in task manager itself. You can only enable or disable them.
This tutorial has a couple ways to remove startup items, if you wish to try them. Option Four looks to be the easiest, imo.
https://www.tenforums.com/tutorials/2944-add-delete-enable-disable-startup-items-windows-10-a.html