As of the latest build, the Nydus Worms can be seen at all times without detection, and have relatively low HP. Focus fire will easily kill them, but if they do manage to go unnoticed and emerge in your base, you could be in a world of hurt.
P.S. This info comes from blue posts at Bnet forums, not personal experience, just so you know.