How to use Outlook URLs like “outlook:” from another program?

Inside Outlook (for the Windows desktop), I can use URLs like outlook:<long hex number> to link to specific items like emails. How can I use the same URL from another program to open the given item (assuming that Outlook is running and has the right .pst file loaded)?