When to use desktop apps vs web apps?

I'm very new to web development (learning for about 2 months) but I keep wondering when an application is better suited for the web or desktop. For instance, would a hospital tend to use a desktop or web app to keep track of all it's patients records. Also would large businesses such as insurance companies use web or desktop apps for storing and accessing all of their customers information? Thank you.