Can we use our own icons in the sidebar menu?

Can we use our own icons in the sidebar menu?

We want to customize our look further. Can we use our own icons in the sidebar menu instead of the ones there currently? If not, can we disable those icons or somehow not have them show up and just use words?

Thank you,
Katie