Embodiments disclosed herein include receiving disease symptom and disease factor inputs from a patient population comprising a plurality of patients, determining whether individual disease factors tend to cause individual patients in the patient population to experience individual disease symptoms or prevent individual patients in the patient population from experiencing individual disease symptoms, and causing a graphical user interface to display a patient population trigger visualization for the disease symptoms, wherein the trigger visualization comprises a plurality of rows and one or more columns, wherein a first column corresponds to a first disease symptom for a first patient, and wherein a first row in the first column comprises an indication of an extent to which a first risk factor is a disease trigger or disease protector for the first disease symptom for the first patient.
