Will an exercise bike improve my health?

You get some nice low-impact aerobic / cardio exercise. Burns off calories and helps with your fitness.
"Some health benefits of the use of stationary bikes may include but are not limited to: Calorie burn, fat burn, a low impact cardiovascular activity, an indoor alternative to outdoor activity."