Yes you can. If you click into the Page or App that you want to remove and there will be a delete button in the dropdown menu to the side of the Edit button (if the page/application is live) or Activate (if the page/application is in draft).
You will need to be a collaborator on the application with the Admin permission to be able to do this within an organisation.