Implantable medical devices are disclosed. The devices comprise a coating comprising an interpenetrating network or semi-interpenetrating network. The interpenetrating network or semi-interpenetrating network comprises poly(ethylene glycol) and an aliphatic polyester copolymer. A method of using the implantable device is also provided.