You can hide individual items or entire item groups in the top ribbon menu (1.) of My Desk. Additionally, you can also hide all five tabs of the My profile section (2.).
In the screenshot below, you can see the UI elements of the My desk module. Their names match the names of the menu items and tabs on the screenshot above.