Your husband can be held responsible for your medical bills. In marriage you not only share assests but debt as well. You can try to work out a payment plan or maybe get some of it wrote off. Sometimes medical agentcies will try and work with you.
Medical bills that occur while you are married are part of the joint debt of the marriage. They are not specifically included or excluded from financial arrangements unless bankruptcy is being considered by you and not him.