Prune away winter killed branches.  When you prune the branches, it will help the growth of the tree and stabilize the actual health of the tree.  Cut back perennials an remove old annuals from flower beds.

Do not wait until the weather gets too cold as you will have to wait until the next season to trim or prune your trees.