Maranda Walker escaped from Good Samaritan Hospital on Tuesday morning, according to FOX 45.
According to authorities, Walker was escorted to the hospital just after 11:00 p.m. EDT on Monday night.
She escaped shortly after 4:00 a.m. EDT.
Walker was last seen wearing a gray t-shirt and gray sweat pants with no shoes.
Police are currently searching the area and will continue to investigate the matter further.
Anyone spotting the suspect is advised to call 911.