Can the LED lights in a bathroom mirror be replaced?

In many cases, yes. Some LED bathroom mirrors are designed so the LED strip, driver, touch sensor, or demister pad can be replaced. However, very low-cost mirrors may be difficult to repair because the parts are sealed or not easy to access. Before buying, it is a good idea to ask whether spare parts are available.