1. A system for knowledge-based interpretable predictive modeling of patients, the system comprising: an input configured to receive patient information representing a characteristic of a first patient; a processor configured to apply a graphical model as a function of the patient information, the model configured to output a prediction for the first patient; and a display configured to output an image, the image comprising a graphical representation of the graphical model and the prediction.