Decatur Memorial Hospital - Cancer Care Center of Decatur. Health Details: Cancer Care Center of Decatur provides a unique patient-centered environment from diagnosis and treatment to recovery and survivorship. Every step along their cancer journey, our patients and families can access an array of services and the latest technology. cancer center decatur al.