Embodiments of the invention include systems and methods for developing individualized health improvement plans including a system for data mining personal health data, structured health related information and unstructured medical narratives and storytelling to identify treatment plans and general techniques that individuals with chronic diseases/symptoms can use to improve their general health and well being.