Many automobile policies will cover you under a personal injury protection rider if you are injured in a bicycle accident or while on foot.
In addition, it is incredibly important that all cyclists carry uninsured motorist coverage, which will allow you to recover money for your medical bills, along with pain and suffering. This coverage so important, in fact, that Tom wrote an entire explainer on the topic of uninsured motorist coverage for cyclists, which you can read here.